From 64c3f3d09a1fb7bba2f27eeb00292b6c9f1a778c Mon Sep 17 00:00:00 2001 From: Daniel Date: Tue, 25 Mar 2025 17:24:29 +0100 Subject: [PATCH] Updated results. --- media/RESULTS.md | 9092 +++++++++++++++++++++++----------------------- 1 file changed, 4546 insertions(+), 4546 deletions(-) diff --git a/media/RESULTS.md b/media/RESULTS.md index 6cd94d0..5d50642 100644 --- a/media/RESULTS.md +++ b/media/RESULTS.md @@ -7,26 +7,26 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.0206385, - "demosaicing": 0.000598167, - "avg_time_2d": 0.00822345, - "avg_time_3d": 3.54813e-05, - "fps": 112.904 + "img_loading": 0.0209358, + "demosaicing": 0.000623902, + "avg_time_2d": 0.00826655, + "avg_time_3d": 3.62631e-05, + "fps": 112.023 } { "triangulator_calls": 600, - "init_time": 2.62541e-06, - "undistort_time": 3.73739e-06, - "project_time": 7.60795e-07, - "match_time": 1.39969e-06, - "pairs_time": 2.26192e-07, - "pair_scoring_time": 5.79049e-06, - "grouping_time": 9.75042e-07, - "full_time": 7.44867e-06, - "merge_time": 3.51708e-06, - "post_time": 4.28027e-06, - "convert_time": 5.8175e-08, - "total_time": 3.1055e-05 + "init_time": 2.52379e-06, + "undistort_time": 3.77125e-06, + "project_time": 7.14545e-07, + "match_time": 1.39503e-06, + "pairs_time": 2.26988e-07, + "pair_scoring_time": 6.00934e-06, + "grouping_time": 9.7774e-07, + "full_time": 7.75714e-06, + "merge_time": 3.23609e-06, + "post_time": 4.76986e-06, + "convert_time": 5.90583e-08, + "total_time": 3.1677e-05 } { "person_nums": { @@ -45,248 +45,248 @@ Results of the model in various experiments on different datasets. \ }, "mpjpe": { "count": 600, - "mean": 0.060962, - "median": 0.052484, - "std": 0.028624, - "sem": 0.00117, - "min": 0.036311, - "max": 0.188858, + "mean": 0.060496, + "median": 0.053051, + "std": 0.028242, + "sem": 0.001154, + "min": 0.036391, + "max": 0.191685, "recall-0.025": 0.0, - "recall-0.05": 0.366667, - "recall-0.1": 0.936667, + "recall-0.05": 0.335, + "recall-0.1": 0.945, "recall-0.15": 0.95, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600, "ap-0.025": 0.0, - "ap-0.05": 0.215605, - "ap-0.1": 0.891161, - "ap-0.15": 0.911559, + "ap-0.05": 0.189462, + "ap-0.1": 0.906596, + "ap-0.15": 0.914939, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 600, - "mean": 0.105757, - "median": 0.094634, - "std": 0.035993, - "sem": 0.001471, - "min": 0.024489, - "max": 0.260746, - "recall-0.025": 0.001667, + "mean": 0.106551, + "median": 0.095236, + "std": 0.039752, + "sem": 0.001624, + "min": 0.014823, + "max": 0.277586, + "recall-0.025": 0.003333, "recall-0.05": 0.021667, - "recall-0.1": 0.576667, - "recall-0.15": 0.89, - "recall-0.25": 0.998333, + "recall-0.1": 0.585, + "recall-0.15": 0.855, + "recall-0.25": 0.988333, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_left": { "count": 600, - "mean": 0.035821, - "median": 0.026476, - "std": 0.033776, - "sem": 0.00138, - "min": 0.002473, - "max": 0.171514, - "recall-0.025": 0.46, - "recall-0.05": 0.816667, - "recall-0.1": 0.941667, - "recall-0.15": 0.963333, + "mean": 0.038602, + "median": 0.027579, + "std": 0.034741, + "sem": 0.001419, + "min": 0.001432, + "max": 0.172853, + "recall-0.025": 0.418333, + "recall-0.05": 0.811667, + "recall-0.1": 0.931667, + "recall-0.15": 0.965, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_right": { "count": 600, - "mean": 0.044875, - "median": 0.032878, - "std": 0.041356, - "sem": 0.00169, - "min": 0.004517, - "max": 0.26572, - "recall-0.025": 0.331667, - "recall-0.05": 0.776667, - "recall-0.1": 0.913333, - "recall-0.15": 0.94, - "recall-0.25": 0.998333, + "mean": 0.045855, + "median": 0.034435, + "std": 0.039731, + "sem": 0.001623, + "min": 0.006883, + "max": 0.240549, + "recall-0.025": 0.298333, + "recall-0.05": 0.775, + "recall-0.1": 0.908333, + "recall-0.15": 0.945, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_left": { "count": 600, - "mean": 0.044585, - "median": 0.035103, - "std": 0.036154, - "sem": 0.001477, - "min": 0.002754, - "max": 0.192778, - "recall-0.025": 0.261667, - "recall-0.05": 0.786667, - "recall-0.1": 0.933333, - "recall-0.15": 0.953333, + "mean": 0.045211, + "median": 0.033767, + "std": 0.037653, + "sem": 0.001538, + "min": 0.004845, + "max": 0.194312, + "recall-0.025": 0.26, + "recall-0.05": 0.781667, + "recall-0.1": 0.923333, + "recall-0.15": 0.951667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_right": { "count": 600, - "mean": 0.042661, - "median": 0.031367, - "std": 0.037706, - "sem": 0.001541, - "min": 0.004304, - "max": 0.322234, - "recall-0.025": 0.266667, - "recall-0.05": 0.821667, + "mean": 0.044041, + "median": 0.032214, + "std": 0.038365, + "sem": 0.001568, + "min": 0.004559, + "max": 0.407069, + "recall-0.025": 0.27, + "recall-0.05": 0.795, "recall-0.1": 0.928333, - "recall-0.15": 0.943333, - "recall-0.25": 0.996667, + "recall-0.15": 0.941667, + "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_left": { "count": 600, - "mean": 0.040793, - "median": 0.024225, - "std": 0.04538, - "sem": 0.001854, - "min": 0.000836, - "max": 0.326313, - "recall-0.025": 0.521667, - "recall-0.05": 0.77, - "recall-0.1": 0.898333, - "recall-0.15": 0.943333, - "recall-0.25": 0.996667, + "mean": 0.03991, + "median": 0.022309, + "std": 0.04422, + "sem": 0.001807, + "min": 0.003241, + "max": 0.252773, + "recall-0.025": 0.548333, + "recall-0.05": 0.761667, + "recall-0.1": 0.91, + "recall-0.15": 0.928333, + "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_right": { - "count": 599, - "mean": 0.044678, - "median": 0.02687, - "std": 0.050652, - "sem": 0.002071, - "min": 0.002472, - "max": 0.457708, - "recall-0.025": 0.456667, - "recall-0.05": 0.783333, - "recall-0.1": 0.893333, - "recall-0.15": 0.911667, - "recall-0.25": 0.991667, - "recall-0.5": 0.998333, + "count": 598, + "mean": 0.04073, + "median": 0.025187, + "std": 0.044602, + "sem": 0.001825, + "min": 0.003514, + "max": 0.308979, + "recall-0.025": 0.491667, + "recall-0.05": 0.791667, + "recall-0.1": 0.913333, + "recall-0.15": 0.925, + "recall-0.25": 0.993333, + "recall-0.5": 0.996667, "num_labels": 600 }, "hip_left": { "count": 600, - "mean": 0.068763, - "median": 0.057992, - "std": 0.035423, - "sem": 0.001447, - "min": 0.025544, - "max": 0.215642, - "recall-0.025": 0.0, - "recall-0.05": 0.258333, - "recall-0.1": 0.885, - "recall-0.15": 0.948333, + "mean": 0.070231, + "median": 0.058914, + "std": 0.035311, + "sem": 0.001443, + "min": 0.02269, + "max": 0.216665, + "recall-0.025": 0.001667, + "recall-0.05": 0.22, + "recall-0.1": 0.875, + "recall-0.15": 0.946667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "hip_right": { "count": 600, - "mean": 0.085671, - "median": 0.082582, - "std": 0.028486, - "sem": 0.001164, - "min": 0.019417, - "max": 0.210131, - "recall-0.025": 0.008333, - "recall-0.05": 0.056667, - "recall-0.1": 0.871667, - "recall-0.15": 0.95, + "mean": 0.086387, + "median": 0.083718, + "std": 0.02924, + "sem": 0.001195, + "min": 0.010679, + "max": 0.219502, + "recall-0.025": 0.011667, + "recall-0.05": 0.058333, + "recall-0.1": 0.865, + "recall-0.15": 0.948333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "knee_left": { - "count": 600, - "mean": 0.057169, - "median": 0.041844, - "std": 0.056709, - "sem": 0.002317, - "min": 0.014337, - "max": 0.41337, - "recall-0.025": 0.076667, - "recall-0.05": 0.695, - "recall-0.1": 0.911667, - "recall-0.15": 0.923333, - "recall-0.25": 0.981667, - "recall-0.5": 1.0, + "count": 598, + "mean": 0.052822, + "median": 0.04235, + "std": 0.046029, + "sem": 0.001884, + "min": 0.01399, + "max": 0.493631, + "recall-0.025": 0.058333, + "recall-0.05": 0.701667, + "recall-0.1": 0.926667, + "recall-0.15": 0.941667, + "recall-0.25": 0.991667, + "recall-0.5": 0.996667, "num_labels": 600 }, "knee_right": { "count": 600, - "mean": 0.046846, - "median": 0.034283, - "std": 0.041108, - "sem": 0.00168, - "min": 0.010455, - "max": 0.30709, - "recall-0.025": 0.121667, - "recall-0.05": 0.82, - "recall-0.1": 0.923333, - "recall-0.15": 0.94, - "recall-0.25": 0.996667, + "mean": 0.045515, + "median": 0.034198, + "std": 0.037407, + "sem": 0.001528, + "min": 0.009795, + "max": 0.29659, + "recall-0.025": 0.095, + "recall-0.05": 0.813333, + "recall-0.1": 0.928333, + "recall-0.15": 0.948333, + "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "ankle_left": { "count": 598, - "mean": 0.091286, - "median": 0.0826, - "std": 0.040637, - "sem": 0.001663, - "min": 0.047469, - "max": 0.482805, + "mean": 0.088855, + "median": 0.082483, + "std": 0.030683, + "sem": 0.001256, + "min": 0.046704, + "max": 0.353694, "recall-0.025": 0.0, "recall-0.05": 0.003333, - "recall-0.1": 0.868333, - "recall-0.15": 0.936667, - "recall-0.25": 0.988333, + "recall-0.1": 0.875, + "recall-0.15": 0.943333, + "recall-0.25": 0.993333, "recall-0.5": 0.996667, "num_labels": 600 }, "ankle_right": { - "count": 599, - "mean": 0.080017, - "median": 0.066851, - "std": 0.04699, - "sem": 0.001922, - "min": 0.02973, - "max": 0.386174, + "count": 600, + "mean": 0.077006, + "median": 0.066672, + "std": 0.037945, + "sem": 0.00155, + "min": 0.035939, + "max": 0.277096, "recall-0.025": 0.0, "recall-0.05": 0.031667, - "recall-0.1": 0.898333, - "recall-0.15": 0.916667, - "recall-0.25": 0.976667, - "recall-0.5": 0.998333, + "recall-0.1": 0.908333, + "recall-0.15": 0.931667, + "recall-0.25": 0.993333, + "recall-0.5": 1.0, "num_labels": 600 }, "joint_recalls": { "num_labels": 7800, - "recall-0.025": 0.19269, - "recall-0.05": 0.51026, - "recall-0.1": 0.87923, - "recall-0.15": 0.93462, - "recall-0.25": 0.99385, + "recall-0.025": 0.18833, + "recall-0.05": 0.50474, + "recall-0.1": 0.88218, + "recall-0.15": 0.93577, + "recall-0.25": 0.99564, "recall-0.5": 0.99923 } } { "total_parts": 8400, - "correct_parts": 8128, - "pcp": 0.967619 + "correct_parts": 8133, + "pcp": 0.968214 } ``` @@ -294,26 +294,26 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.0422866, - "demosaicing": 0.000699368, - "avg_time_2d": 0.014883, - "avg_time_3d": 0.00011746, - "fps": 63.6951 + "img_loading": 0.0419149, + "demosaicing": 0.000725168, + "avg_time_2d": 0.0149013, + "avg_time_3d": 0.000116565, + "fps": 63.5203 } { "triangulator_calls": 301, - "init_time": 2.91101e-06, - "undistort_time": 1.43844e-05, - "project_time": 2.16363e-06, - "match_time": 8.39535e-06, - "pairs_time": 4.6119e-06, - "pair_scoring_time": 2.70302e-05, - "grouping_time": 4.49531e-06, - "full_time": 2.73468e-05, - "merge_time": 1.2003e-05, - "post_time": 5.09957e-06, - "convert_time": 1.25462e-07, - "total_time": 0.000108806 + "init_time": 2.85155e-06, + "undistort_time": 1.40652e-05, + "project_time": 2.12137e-06, + "match_time": 8.22055e-06, + "pairs_time": 4.34977e-06, + "pair_scoring_time": 2.61303e-05, + "grouping_time": 4.36615e-06, + "full_time": 2.65243e-05, + "merge_time": 1.1733e-05, + "post_time": 7.51379e-06, + "convert_time": 1.18299e-07, + "total_time": 0.000108228 } { "person_nums": { @@ -346,11 +346,11 @@ Results of the model in various experiments on different datasets. \ "recall-0.5": 1.0, "num_labels": 477, "ap-0.025": 0.0, - "ap-0.05": 0.45527, - "ap-0.1": 0.751931, - "ap-0.15": 0.761005, - "ap-0.25": 0.761005, - "ap-0.5": 0.761005 + "ap-0.05": 0.45533, + "ap-0.1": 0.752221, + "ap-0.15": 0.761175, + "ap-0.25": 0.761175, + "ap-0.5": 0.761175 }, "head": { "count": 477, @@ -581,267 +581,267 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.0048678, - "demosaicing": 0.000179701, - "avg_time_2d": 0.00692718, - "avg_time_3d": 3.91715e-05, - "fps": 139.937 + "img_loading": 0.00485223, + "demosaicing": 0.000179191, + "avg_time_2d": 0.00699133, + "avg_time_3d": 4.03472e-05, + "fps": 138.68 } { "triangulator_calls": 222, - "init_time": 2.52929e-06, - "undistort_time": 5.93888e-06, - "project_time": 1.14659e-06, - "match_time": 3.00681e-06, - "pairs_time": 5.65194e-07, - "pair_scoring_time": 5.32196e-06, - "grouping_time": 1.0636e-06, - "full_time": 6.59306e-06, - "merge_time": 2.46157e-06, - "post_time": 5.43694e-06, - "convert_time": 9.90811e-08, - "total_time": 3.44024e-05 + "init_time": 2.33954e-06, + "undistort_time": 5.93075e-06, + "project_time": 1.07321e-06, + "match_time": 2.96757e-06, + "pairs_time": 5.56968e-07, + "pair_scoring_time": 5.21998e-06, + "grouping_time": 1.07682e-06, + "full_time": 6.49471e-06, + "merge_time": 3.073e-06, + "post_time": 6.44336e-06, + "convert_time": 9.71577e-08, + "total_time": 3.55117e-05 } { "person_nums": { "total_frames": 222, "total_labels": 376, - "total_preds": 444, + "total_preds": 446, "considered_empty": 0, "valid_preds": 376, - "invalid_preds": 68, + "invalid_preds": 70, "missing": 0, - "invalid_fraction": 0.15315, - "precision": 0.84685, + "invalid_fraction": 0.15695, + "precision": 0.84305, "recall": 1.0, - "f1": 0.91707, - "non_empty": 444 + "f1": 0.91484, + "non_empty": 446 }, "mpjpe": { "count": 376, - "mean": 0.078212, - "median": 0.074774, - "std": 0.019045, - "sem": 0.000983, + "mean": 0.075589, + "median": 0.072258, + "std": 0.016885, + "sem": 0.000872, "min": 0.039602, "max": 0.239068, "recall-0.025": 0.0, - "recall-0.05": 0.005319, - "recall-0.1": 0.864362, + "recall-0.05": 0.00266, + "recall-0.1": 0.922872, "recall-0.15": 0.99734, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376, "ap-0.025": 0.0, - "ap-0.05": 5.2e-05, - "ap-0.1": 0.76681, - "ap-0.15": 0.972963, - "ap-0.25": 0.975443, - "ap-0.5": 0.975443 + "ap-0.05": 3.8e-05, + "ap-0.1": 0.836349, + "ap-0.15": 0.966884, + "ap-0.25": 0.969341, + "ap-0.5": 0.969341 }, "head": { "count": 376, - "mean": 0.072296, - "median": 0.06878, - "std": 0.039587, - "sem": 0.002044, + "mean": 0.062717, + "median": 0.061742, + "std": 0.025175, + "sem": 0.0013, "min": 0.009563, - "max": 0.405148, - "recall-0.025": 0.06383, - "recall-0.05": 0.273936, - "recall-0.1": 0.851064, - "recall-0.15": 0.968085, - "recall-0.25": 0.994681, + "max": 0.198442, + "recall-0.025": 0.050532, + "recall-0.05": 0.305851, + "recall-0.1": 0.933511, + "recall-0.15": 0.994681, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_left": { "count": 376, - "mean": 0.070823, - "median": 0.063402, - "std": 0.03412, - "sem": 0.001762, - "min": 0.015625, + "mean": 0.067112, + "median": 0.064801, + "std": 0.030176, + "sem": 0.001558, + "min": 0.013559, "max": 0.205286, - "recall-0.025": 0.031915, - "recall-0.05": 0.284574, - "recall-0.1": 0.837766, - "recall-0.15": 0.962766, + "recall-0.025": 0.045213, + "recall-0.05": 0.321809, + "recall-0.1": 0.882979, + "recall-0.15": 0.981383, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_right": { "count": 376, - "mean": 0.078918, - "median": 0.071967, - "std": 0.042364, - "sem": 0.002188, - "min": 0.007056, + "mean": 0.070564, + "median": 0.06227, + "std": 0.038676, + "sem": 0.001997, + "min": 0.017146, "max": 0.497202, - "recall-0.025": 0.023936, - "recall-0.05": 0.242021, - "recall-0.1": 0.789894, - "recall-0.15": 0.949468, + "recall-0.025": 0.018617, + "recall-0.05": 0.31117, + "recall-0.1": 0.840426, + "recall-0.15": 0.968085, "recall-0.25": 0.99734, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_left": { "count": 376, - "mean": 0.089342, - "median": 0.073134, - "std": 0.052533, - "sem": 0.002713, - "min": 0.012803, + "mean": 0.090619, + "median": 0.072569, + "std": 0.054863, + "sem": 0.002833, + "min": 0.013567, "max": 0.347903, "recall-0.025": 0.026596, - "recall-0.05": 0.255319, - "recall-0.1": 0.640957, - "recall-0.15": 0.869681, + "recall-0.05": 0.236702, + "recall-0.1": 0.646277, + "recall-0.15": 0.864362, "recall-0.25": 0.986702, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_right": { "count": 375, - "mean": 0.08092, - "median": 0.071898, - "std": 0.043058, - "sem": 0.002226, + "mean": 0.076986, + "median": 0.069977, + "std": 0.03735, + "sem": 0.001931, "min": 0.001558, - "max": 0.226356, - "recall-0.025": 0.031915, - "recall-0.05": 0.284574, - "recall-0.1": 0.704787, - "recall-0.15": 0.909574, + "max": 0.182042, + "recall-0.025": 0.037234, + "recall-0.05": 0.279255, + "recall-0.1": 0.728723, + "recall-0.15": 0.944149, "recall-0.25": 0.99734, "recall-0.5": 0.99734, "num_labels": 376 }, "wrist_left": { "count": 376, - "mean": 0.126738, - "median": 0.108734, - "std": 0.076873, - "sem": 0.00397, - "min": 0.011088, - "max": 0.468964, - "recall-0.025": 0.023936, - "recall-0.05": 0.103723, - "recall-0.1": 0.444149, - "recall-0.15": 0.702128, - "recall-0.25": 0.917553, + "mean": 0.129645, + "median": 0.113578, + "std": 0.069695, + "sem": 0.003599, + "min": 0.017061, + "max": 0.459038, + "recall-0.025": 0.013298, + "recall-0.05": 0.077128, + "recall-0.1": 0.409574, + "recall-0.15": 0.670213, + "recall-0.25": 0.922872, "recall-0.5": 1.0, "num_labels": 376 }, "wrist_right": { "count": 376, - "mean": 0.112269, - "median": 0.103285, - "std": 0.049908, - "sem": 0.002577, - "min": 0.023115, + "mean": 0.10391, + "median": 0.097426, + "std": 0.049296, + "sem": 0.002546, + "min": 0.00426, "max": 0.461637, - "recall-0.025": 0.00266, - "recall-0.05": 0.050532, - "recall-0.1": 0.452128, - "recall-0.15": 0.805851, - "recall-0.25": 0.992021, + "recall-0.025": 0.005319, + "recall-0.05": 0.098404, + "recall-0.1": 0.510638, + "recall-0.15": 0.853723, + "recall-0.25": 0.989362, "recall-0.5": 1.0, "num_labels": 376 }, "hip_left": { "count": 376, - "mean": 0.071436, - "median": 0.071879, - "std": 0.030107, - "sem": 0.001555, - "min": 0.004595, - "max": 0.148008, - "recall-0.025": 0.074468, - "recall-0.05": 0.24734, - "recall-0.1": 0.816489, - "recall-0.15": 1.0, + "mean": 0.06774, + "median": 0.064184, + "std": 0.025402, + "sem": 0.001312, + "min": 0.014493, + "max": 0.166706, + "recall-0.025": 0.018617, + "recall-0.05": 0.242021, + "recall-0.1": 0.890957, + "recall-0.15": 0.992021, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "hip_right": { "count": 376, - "mean": 0.076748, - "median": 0.074897, - "std": 0.033812, - "sem": 0.001746, - "min": 0.011683, - "max": 0.226511, - "recall-0.025": 0.021277, - "recall-0.05": 0.202128, - "recall-0.1": 0.824468, - "recall-0.15": 0.962766, - "recall-0.25": 1.0, + "mean": 0.065764, + "median": 0.061833, + "std": 0.03468, + "sem": 0.001791, + "min": 0.011516, + "max": 0.281275, + "recall-0.025": 0.045213, + "recall-0.05": 0.364362, + "recall-0.1": 0.898936, + "recall-0.15": 0.978723, + "recall-0.25": 0.992021, "recall-0.5": 1.0, "num_labels": 376 }, "knee_left": { "count": 376, - "mean": 0.053237, - "median": 0.048348, - "std": 0.02481, - "sem": 0.001281, - "min": 0.008217, - "max": 0.140796, - "recall-0.025": 0.098404, - "recall-0.05": 0.531915, + "mean": 0.056242, + "median": 0.053888, + "std": 0.024131, + "sem": 0.001246, + "min": 0.006714, + "max": 0.175629, + "recall-0.025": 0.079787, + "recall-0.05": 0.406915, "recall-0.1": 0.954787, - "recall-0.15": 1.0, + "recall-0.15": 0.992021, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_right": { "count": 376, - "mean": 0.054326, - "median": 0.048229, - "std": 0.030404, - "sem": 0.00157, - "min": 0.008128, + "mean": 0.05384, + "median": 0.049666, + "std": 0.02724, + "sem": 0.001407, + "min": 0.011142, "max": 0.228754, - "recall-0.025": 0.119681, - "recall-0.05": 0.537234, - "recall-0.1": 0.930851, - "recall-0.15": 0.978723, + "recall-0.025": 0.077128, + "recall-0.05": 0.507979, + "recall-0.1": 0.957447, + "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "ankle_left": { "count": 376, - "mean": 0.066784, - "median": 0.051408, - "std": 0.05246, - "sem": 0.002709, - "min": 0.004644, + "mean": 0.072192, + "median": 0.066742, + "std": 0.045509, + "sem": 0.00235, + "min": 0.010298, "max": 0.401341, - "recall-0.025": 0.095745, - "recall-0.05": 0.473404, - "recall-0.1": 0.869681, - "recall-0.15": 0.957447, - "recall-0.25": 0.976064, + "recall-0.025": 0.047872, + "recall-0.05": 0.321809, + "recall-0.1": 0.867021, + "recall-0.15": 0.965426, + "recall-0.25": 0.986702, "recall-0.5": 1.0, "num_labels": 376 }, "ankle_right": { "count": 376, - "mean": 0.061572, - "median": 0.050544, - "std": 0.047924, - "sem": 0.002475, + "mean": 0.063957, + "median": 0.052696, + "std": 0.047764, + "sem": 0.002467, "min": 0.0034, "max": 0.378972, - "recall-0.025": 0.06117, - "recall-0.05": 0.492021, - "recall-0.1": 0.904255, + "recall-0.025": 0.06383, + "recall-0.05": 0.428191, + "recall-0.1": 0.890957, "recall-0.15": 0.962766, "recall-0.25": 0.986702, "recall-0.5": 1.0, @@ -849,18 +849,18 @@ Results of the model in various experiments on different datasets. \ }, "joint_recalls": { "num_labels": 4888, - "recall-0.025": 0.05094, - "recall-0.05": 0.30401, - "recall-0.1": 0.76944, - "recall-0.15": 0.9243, - "recall-0.25": 0.98711, + "recall-0.025": 0.03948, + "recall-0.05": 0.29869, + "recall-0.1": 0.7993, + "recall-0.15": 0.93412, + "recall-0.25": 0.98773, "recall-0.5": 0.99959 } } { "total_parts": 5264, - "correct_parts": 4940, - "pcp": 0.93845 + "correct_parts": 5000, + "pcp": 0.949848 } ``` @@ -868,222 +868,222 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.0112714, - "demosaicing": 0.000325633, - "avg_time_2d": 0.00810187, - "avg_time_3d": 4.53592e-05, - "fps": 118.024 + "img_loading": 0.0113278, + "demosaicing": 0.000281113, + "avg_time_2d": 0.00811287, + "avg_time_3d": 4.96537e-05, + "fps": 118.432 } { "triangulator_calls": 629, - "init_time": 3.2222e-06, - "undistort_time": 6.07305e-06, - "project_time": 1.05136e-06, - "match_time": 2.86138e-06, - "pairs_time": 8.07431e-07, - "pair_scoring_time": 1.17048e-05, - "grouping_time": 1.37439e-06, - "full_time": 5.02742e-06, - "merge_time": 2.56259e-06, - "post_time": 5.75403e-06, - "convert_time": 1.0445e-07, - "total_time": 4.07769e-05 + "init_time": 3.33164e-06, + "undistort_time": 6.49271e-06, + "project_time": 1.16543e-06, + "match_time": 2.9506e-06, + "pairs_time": 8.47351e-07, + "pair_scoring_time": 1.25999e-05, + "grouping_time": 1.29748e-06, + "full_time": 5.49769e-06, + "merge_time": 3.1488e-06, + "post_time": 6.82835e-06, + "convert_time": 1.10684e-07, + "total_time": 4.45239e-05 } { "person_nums": { "total_frames": 629, "total_labels": 1061, - "total_preds": 1127, + "total_preds": 1122, "considered_empty": 0, - "valid_preds": 820, - "invalid_preds": 307, - "missing": 241, - "invalid_fraction": 0.2724, - "precision": 0.7276, - "recall": 0.77286, - "f1": 0.74954, - "non_empty": 1127 + "valid_preds": 814, + "invalid_preds": 308, + "missing": 247, + "invalid_fraction": 0.27451, + "precision": 0.72549, + "recall": 0.7672, + "f1": 0.74576, + "non_empty": 1122 }, "mpjpe": { - "count": 820, - "mean": 0.119448, - "median": 0.10014, - "std": 0.06641, - "sem": 0.002321, - "min": 0.040393, - "max": 0.498529, + "count": 814, + "mean": 0.119673, + "median": 0.09863, + "std": 0.071878, + "sem": 0.002521, + "min": 0.044277, + "max": 0.499146, "recall-0.025": 0.0, - "recall-0.05": 0.002828, - "recall-0.1": 0.384543, - "recall-0.15": 0.62771, - "recall-0.25": 0.737983, - "recall-0.5": 0.772856, + "recall-0.05": 0.004713, + "recall-0.1": 0.393025, + "recall-0.15": 0.630537, + "recall-0.25": 0.731385, + "recall-0.5": 0.767201, "num_labels": 1061, "ap-0.025": 0.0, - "ap-0.05": 4.5e-05, - "ap-0.1": 0.234225, - "ap-0.15": 0.503606, - "ap-0.25": 0.660402, - "ap-0.5": 0.701985 + "ap-0.05": 0.000111, + "ap-0.1": 0.263834, + "ap-0.15": 0.520878, + "ap-0.25": 0.659148, + "ap-0.5": 0.698212 }, "head": { - "count": 818, - "mean": 0.068912, - "median": 0.051827, - "std": 0.062882, - "sem": 0.0022, - "min": 0.004664, - "max": 0.496727, - "recall-0.025": 0.086711, - "recall-0.05": 0.366635, - "recall-0.1": 0.655042, - "recall-0.15": 0.71442, - "recall-0.25": 0.743638, - "recall-0.5": 0.770971, + "count": 809, + "mean": 0.070145, + "median": 0.052575, + "std": 0.06581, + "sem": 0.002315, + "min": 0.002475, + "max": 0.497924, + "recall-0.025": 0.091423, + "recall-0.05": 0.350613, + "recall-0.1": 0.645617, + "recall-0.15": 0.704995, + "recall-0.25": 0.732328, + "recall-0.5": 0.762488, "num_labels": 1061 }, "shoulder_left": { - "count": 816, - "mean": 0.064317, - "median": 0.045366, - "std": 0.063681, - "sem": 0.002231, + "count": 808, + "mean": 0.06475, + "median": 0.044732, + "std": 0.066883, + "sem": 0.002354, "min": 0.003718, "max": 0.488998, - "recall-0.025": 0.163054, - "recall-0.05": 0.421301, - "recall-0.1": 0.65033, - "recall-0.15": 0.71065, - "recall-0.25": 0.746466, - "recall-0.5": 0.769086, + "recall-0.025": 0.172479, + "recall-0.05": 0.424128, + "recall-0.1": 0.64279, + "recall-0.15": 0.702168, + "recall-0.25": 0.735156, + "recall-0.5": 0.761546, "num_labels": 1061 }, "shoulder_right": { - "count": 816, - "mean": 0.061446, - "median": 0.040976, - "std": 0.063204, - "sem": 0.002214, - "min": 0.003182, - "max": 0.453615, - "recall-0.025": 0.151744, - "recall-0.05": 0.469369, - "recall-0.1": 0.660697, - "recall-0.15": 0.719133, - "recall-0.25": 0.747408, - "recall-0.5": 0.769086, + "count": 809, + "mean": 0.062773, + "median": 0.041325, + "std": 0.066225, + "sem": 0.00233, + "min": 0.004707, + "max": 0.481195, + "recall-0.025": 0.145146, + "recall-0.05": 0.468426, + "recall-0.1": 0.653157, + "recall-0.15": 0.708765, + "recall-0.25": 0.737983, + "recall-0.5": 0.762488, "num_labels": 1061 }, "elbow_left": { - "count": 807, - "mean": 0.108949, - "median": 0.079853, - "std": 0.090043, - "sem": 0.003172, - "min": 0.004183, - "max": 0.483216, - "recall-0.025": 0.067861, - "recall-0.05": 0.234684, - "recall-0.1": 0.455231, - "recall-0.15": 0.573987, - "recall-0.25": 0.692743, - "recall-0.5": 0.760603, + "count": 801, + "mean": 0.108927, + "median": 0.079051, + "std": 0.092511, + "sem": 0.003271, + "min": 0.004198, + "max": 0.486117, + "recall-0.025": 0.065033, + "recall-0.05": 0.237512, + "recall-0.1": 0.453346, + "recall-0.15": 0.572102, + "recall-0.25": 0.685203, + "recall-0.5": 0.754948, "num_labels": 1061 }, "elbow_right": { - "count": 812, - "mean": 0.090795, - "median": 0.061349, - "std": 0.083915, - "sem": 0.002947, - "min": 0.004284, - "max": 0.484554, - "recall-0.025": 0.089538, - "recall-0.05": 0.299717, - "recall-0.1": 0.543827, - "recall-0.15": 0.649387, - "recall-0.25": 0.713478, - "recall-0.5": 0.765316, - "num_labels": 1061 - }, - "wrist_left": { - "count": 806, - "mean": 0.13052, - "median": 0.094758, - "std": 0.105598, - "sem": 0.003722, - "min": 0.006309, - "max": 0.495929, - "recall-0.025": 0.069746, - "recall-0.05": 0.193214, - "recall-0.1": 0.392083, - "recall-0.15": 0.504241, - "recall-0.25": 0.651272, - "recall-0.5": 0.759661, - "num_labels": 1061 - }, - "wrist_right": { - "count": 807, - "mean": 0.112371, - "median": 0.076093, - "std": 0.100928, - "sem": 0.003555, - "min": 0.005996, - "max": 0.48016, - "recall-0.025": 0.089538, - "recall-0.05": 0.256362, - "recall-0.1": 0.481621, - "recall-0.15": 0.561734, - "recall-0.25": 0.664467, - "recall-0.5": 0.760603, - "num_labels": 1061 - }, - "hip_left": { "count": 805, - "mean": 0.196422, - "median": 0.180237, - "std": 0.085037, - "sem": 0.002999, - "min": 0.028872, - "max": 0.494933, - "recall-0.025": 0.0, - "recall-0.05": 0.005655, - "recall-0.1": 0.057493, - "recall-0.15": 0.250707, - "recall-0.25": 0.594722, + "mean": 0.09039, + "median": 0.060512, + "std": 0.088914, + "sem": 0.003136, + "min": 0.004284, + "max": 0.496244, + "recall-0.025": 0.103676, + "recall-0.05": 0.305372, + "recall-0.1": 0.546654, + "recall-0.15": 0.644675, + "recall-0.25": 0.70688, "recall-0.5": 0.758718, "num_labels": 1061 }, + "wrist_left": { + "count": 796, + "mean": 0.127597, + "median": 0.091818, + "std": 0.105688, + "sem": 0.003748, + "min": 0.006309, + "max": 0.497991, + "recall-0.025": 0.065975, + "recall-0.05": 0.220547, + "recall-0.1": 0.393968, + "recall-0.15": 0.508954, + "recall-0.25": 0.644675, + "recall-0.5": 0.750236, + "num_labels": 1061 + }, + "wrist_right": { + "count": 793, + "mean": 0.109587, + "median": 0.071135, + "std": 0.100997, + "sem": 0.003589, + "min": 0.003687, + "max": 0.487577, + "recall-0.025": 0.093308, + "recall-0.05": 0.269557, + "recall-0.1": 0.480679, + "recall-0.15": 0.555137, + "recall-0.25": 0.653157, + "recall-0.5": 0.747408, + "num_labels": 1061 + }, + "hip_left": { + "count": 801, + "mean": 0.19235, + "median": 0.174078, + "std": 0.08375, + "sem": 0.002961, + "min": 0.036551, + "max": 0.489174, + "recall-0.025": 0.0, + "recall-0.05": 0.005655, + "recall-0.1": 0.05655, + "recall-0.15": 0.267672, + "recall-0.25": 0.60132, + "recall-0.5": 0.754948, + "num_labels": 1061 + }, "hip_right": { - "count": 798, - "mean": 0.187704, - "median": 0.172561, - "std": 0.077497, - "sem": 0.002745, - "min": 0.033974, - "max": 0.496836, + "count": 795, + "mean": 0.185922, + "median": 0.171498, + "std": 0.078034, + "sem": 0.002769, + "min": 0.033064, + "max": 0.498964, "recall-0.025": 0.0, "recall-0.05": 0.002828, - "recall-0.1": 0.06409, - "recall-0.15": 0.264844, - "recall-0.25": 0.621112, - "recall-0.5": 0.752121, + "recall-0.1": 0.072573, + "recall-0.15": 0.27804, + "recall-0.25": 0.62017, + "recall-0.5": 0.749293, "num_labels": 1061 }, "joint_recalls": { "num_labels": 9549, - "recall-0.025": 0.07959, - "recall-0.05": 0.24955, - "recall-0.1": 0.43963, - "recall-0.15": 0.54927, - "recall-0.25": 0.68562, - "recall-0.5": 0.76259 + "recall-0.025": 0.08147, + "recall-0.05": 0.25332, + "recall-0.1": 0.43785, + "recall-0.15": 0.54885, + "recall-0.25": 0.67934, + "recall-0.5": 0.75505 } } { "total_parts": 10610, - "correct_parts": 6187, - "pcp": 0.583129 + "correct_parts": 6153, + "pcp": 0.579925 } ``` @@ -1091,74 +1091,74 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.0469234, - "demosaicing": 0.00104152, - "avg_time_2d": 0.0167011, - "avg_time_3d": 0.000146036, - "fps": 55.9013 + "img_loading": 0.0488755, + "demosaicing": 0.00102805, + "avg_time_2d": 0.0167614, + "avg_time_3d": 0.000149111, + "fps": 55.7457 } { "triangulator_calls": 420, - "init_time": 2.97937e-06, - "undistort_time": 1.63641e-05, - "project_time": 2.85499e-06, - "match_time": 1.26216e-05, - "pairs_time": 9.3965e-06, - "pair_scoring_time": 3.47372e-05, - "grouping_time": 5.82066e-06, - "full_time": 2.98699e-05, - "merge_time": 1.3583e-05, - "post_time": 7.56396e-06, - "convert_time": 1.56833e-07, - "total_time": 0.000136184 + "init_time": 3.20279e-06, + "undistort_time": 1.65561e-05, + "project_time": 2.89792e-06, + "match_time": 1.28535e-05, + "pairs_time": 9.50892e-06, + "pair_scoring_time": 3.51314e-05, + "grouping_time": 5.47057e-06, + "full_time": 3.02401e-05, + "merge_time": 1.42026e-05, + "post_time": 8.66923e-06, + "convert_time": 1.53517e-07, + "total_time": 0.000139126 } { "person_nums": { "total_frames": 420, "total_labels": 1466, - "total_preds": 1501, + "total_preds": 1499, "considered_empty": 0, "valid_preds": 1462, - "invalid_preds": 39, + "invalid_preds": 37, "missing": 4, - "invalid_fraction": 0.02598, - "precision": 0.97402, + "invalid_fraction": 0.02468, + "precision": 0.97532, "recall": 0.99727, - "f1": 0.98551, - "non_empty": 1501 + "f1": 0.98617, + "non_empty": 1499 }, "mpjpe": { "count": 1462, - "mean": 0.031793, - "median": 0.029086, - "std": 0.014062, - "sem": 0.000368, - "min": 0.009935, - "max": 0.125083, - "recall-0.025": 0.341064, - "recall-0.05": 0.908595, - "recall-0.1": 0.99045, + "mean": 0.030487, + "median": 0.028127, + "std": 0.012783, + "sem": 0.000334, + "min": 0.01063, + "max": 0.124385, + "recall-0.025": 0.37176, + "recall-0.05": 0.931105, + "recall-0.1": 0.993179, "recall-0.15": 0.997271, "recall-0.25": 0.997271, "recall-0.5": 0.997271, "num_labels": 1466, - "ap-0.025": 0.184449, - "ap-0.05": 0.876096, - "ap-0.1": 0.980171, - "ap-0.15": 0.990745, - "ap-0.25": 0.990745, - "ap-0.5": 0.990745 + "ap-0.025": 0.24454, + "ap-0.05": 0.916001, + "ap-0.1": 0.989448, + "ap-0.15": 0.995207, + "ap-0.25": 0.995207, + "ap-0.5": 0.995207 }, "nose": { "count": 1461, - "mean": 0.015309, - "median": 0.011501, - "std": 0.01786, - "sem": 0.000467, - "min": 0.001495, + "mean": 0.01502, + "median": 0.011487, + "std": 0.017354, + "sem": 0.000454, + "min": 0.00149, "max": 0.276078, - "recall-0.025": 0.903623, - "recall-0.05": 0.966507, + "recall-0.025": 0.91661, + "recall-0.05": 0.968558, "recall-0.1": 0.993848, "recall-0.15": 0.995899, "recall-0.25": 0.996582, @@ -1167,14 +1167,14 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_left": { "count": 1462, - "mean": 0.016713, - "median": 0.014783, - "std": 0.010849, - "sem": 0.000284, - "min": 0.001451, + "mean": 0.016668, + "median": 0.014682, + "std": 0.010774, + "sem": 0.000282, + "min": 0.000564, "max": 0.104098, - "recall-0.025": 0.843111, - "recall-0.05": 0.982265, + "recall-0.025": 0.845157, + "recall-0.05": 0.981583, "recall-0.1": 0.996589, "recall-0.15": 0.997271, "recall-0.25": 0.997271, @@ -1183,14 +1183,14 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 1461, - "mean": 0.0166, - "median": 0.014388, - "std": 0.011258, - "sem": 0.000295, - "min": 0.00119, + "mean": 0.016571, + "median": 0.014272, + "std": 0.011047, + "sem": 0.000289, + "min": 0.001248, "max": 0.147753, - "recall-0.025": 0.835495, - "recall-0.05": 0.985666, + "recall-0.025": 0.834812, + "recall-0.05": 0.986348, "recall-0.1": 0.996587, "recall-0.15": 0.99727, "recall-0.25": 0.99727, @@ -1199,30 +1199,30 @@ Results of the model in various experiments on different datasets. \ }, "elbow_left": { "count": 1461, - "mean": 0.022007, - "median": 0.016468, - "std": 0.019558, - "sem": 0.000512, - "min": 0.000766, - "max": 0.231621, - "recall-0.025": 0.74471, - "recall-0.05": 0.917406, - "recall-0.1": 0.989078, - "recall-0.15": 0.995904, - "recall-0.25": 0.99727, + "mean": 0.022017, + "median": 0.015931, + "std": 0.02087, + "sem": 0.000546, + "min": 0.00084, + "max": 0.281775, + "recall-0.025": 0.750171, + "recall-0.05": 0.914676, + "recall-0.1": 0.990444, + "recall-0.15": 0.994539, + "recall-0.25": 0.995904, "recall-0.5": 0.99727, "num_labels": 1465 }, "elbow_right": { "count": 1461, - "mean": 0.020631, - "median": 0.015763, - "std": 0.016009, - "sem": 0.000419, - "min": 0.001514, + "mean": 0.020228, + "median": 0.015671, + "std": 0.015347, + "sem": 0.000402, + "min": 0.001752, "max": 0.161231, - "recall-0.025": 0.794258, - "recall-0.05": 0.935065, + "recall-0.025": 0.802461, + "recall-0.05": 0.943951, "recall-0.1": 0.997266, "recall-0.15": 0.997949, "recall-0.25": 0.998633, @@ -1231,146 +1231,146 @@ Results of the model in various experiments on different datasets. \ }, "wrist_left": { "count": 1432, - "mean": 0.03502, - "median": 0.016617, - "std": 0.05351, - "sem": 0.001415, - "min": 0.000678, - "max": 0.450267, - "recall-0.025": 0.680614, - "recall-0.05": 0.843794, - "recall-0.1": 0.914226, - "recall-0.15": 0.956067, - "recall-0.25": 0.97629, + "mean": 0.032663, + "median": 0.015891, + "std": 0.04844, + "sem": 0.001281, + "min": 0.00015, + "max": 0.400667, + "recall-0.025": 0.696653, + "recall-0.05": 0.854951, + "recall-0.1": 0.925384, + "recall-0.15": 0.961646, + "recall-0.25": 0.982566, "recall-0.5": 0.998605, "num_labels": 1434 }, "wrist_right": { "count": 1455, - "mean": 0.026332, - "median": 0.016539, - "std": 0.032321, - "sem": 0.000848, + "mean": 0.025409, + "median": 0.016057, + "std": 0.031635, + "sem": 0.00083, "min": 0.001381, - "max": 0.280031, - "recall-0.025": 0.697802, - "recall-0.05": 0.889423, - "recall-0.1": 0.969093, - "recall-0.15": 0.982143, + "max": 0.279434, + "recall-0.025": 0.70261, + "recall-0.05": 0.903846, + "recall-0.1": 0.971841, + "recall-0.15": 0.984203, "recall-0.25": 0.99794, "recall-0.5": 0.999313, "num_labels": 1456 }, "hip_left": { "count": 1461, - "mean": 0.034996, - "median": 0.031238, - "std": 0.02016, - "sem": 0.000528, - "min": 0.002441, - "max": 0.195158, - "recall-0.025": 0.339932, - "recall-0.05": 0.830034, - "recall-0.1": 0.985666, - "recall-0.15": 0.995904, + "mean": 0.035245, + "median": 0.030466, + "std": 0.023019, + "sem": 0.000602, + "min": 0.002484, + "max": 0.231182, + "recall-0.025": 0.34471, + "recall-0.05": 0.838908, + "recall-0.1": 0.980887, + "recall-0.15": 0.991809, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "hip_right": { "count": 1462, - "mean": 0.037438, - "median": 0.032873, - "std": 0.023989, - "sem": 0.000628, - "min": 0.003165, + "mean": 0.037048, + "median": 0.032239, + "std": 0.024672, + "sem": 0.000645, + "min": 0.003239, "max": 0.27157, - "recall-0.025": 0.316508, + "recall-0.025": 0.33015, "recall-0.05": 0.806276, - "recall-0.1": 0.974079, - "recall-0.15": 0.993861, + "recall-0.1": 0.975443, + "recall-0.15": 0.993179, "recall-0.25": 0.996589, "recall-0.5": 0.997271, "num_labels": 1466 }, "knee_left": { "count": 1461, - "mean": 0.038669, - "median": 0.033137, - "std": 0.033745, - "sem": 0.000883, - "min": 0.004169, - "max": 0.487492, - "recall-0.025": 0.286689, - "recall-0.05": 0.804096, - "recall-0.1": 0.977474, - "recall-0.15": 0.984983, - "recall-0.25": 0.991126, + "mean": 0.037543, + "median": 0.032855, + "std": 0.029397, + "sem": 0.000769, + "min": 0.00406, + "max": 0.464241, + "recall-0.025": 0.294881, + "recall-0.05": 0.810922, + "recall-0.1": 0.97884, + "recall-0.15": 0.988396, + "recall-0.25": 0.993174, "recall-0.5": 0.99727, "num_labels": 1465 }, "knee_right": { "count": 1455, - "mean": 0.038401, - "median": 0.031303, - "std": 0.027393, - "sem": 0.000718, - "min": 0.004215, - "max": 0.371875, - "recall-0.025": 0.352296, - "recall-0.05": 0.755312, - "recall-0.1": 0.966415, - "recall-0.15": 0.992461, - "recall-0.25": 0.995888, + "mean": 0.037435, + "median": 0.030872, + "std": 0.025853, + "sem": 0.000678, + "min": 0.004194, + "max": 0.363111, + "recall-0.025": 0.372173, + "recall-0.05": 0.766964, + "recall-0.1": 0.968472, + "recall-0.15": 0.993146, + "recall-0.25": 0.996573, "recall-0.5": 0.997258, "num_labels": 1459 }, "ankle_left": { "count": 1459, - "mean": 0.054133, - "median": 0.033108, - "std": 0.060269, - "sem": 0.001578, - "min": 0.001995, - "max": 0.44695, - "recall-0.025": 0.354067, - "recall-0.05": 0.683527, - "recall-0.1": 0.867396, - "recall-0.15": 0.920027, - "recall-0.25": 0.97676, + "mean": 0.050083, + "median": 0.031854, + "std": 0.055034, + "sem": 0.001441, + "min": 0.003265, + "max": 0.439571, + "recall-0.025": 0.371839, + "recall-0.05": 0.701982, + "recall-0.1": 0.888585, + "recall-0.15": 0.947368, + "recall-0.25": 0.979494, "recall-0.5": 0.997266, "num_labels": 1463 }, "ankle_right": { - "count": 1446, - "mean": 0.051927, - "median": 0.030794, - "std": 0.064938, - "sem": 0.001708, - "min": 0.001857, - "max": 0.493842, - "recall-0.025": 0.386301, - "recall-0.05": 0.742466, - "recall-0.1": 0.871233, - "recall-0.15": 0.910274, - "recall-0.25": 0.961644, - "recall-0.5": 0.990411, + "count": 1452, + "mean": 0.048553, + "median": 0.031067, + "std": 0.059131, + "sem": 0.001552, + "min": 0.002507, + "max": 0.485436, + "recall-0.025": 0.370548, + "recall-0.05": 0.757534, + "recall-0.1": 0.89589, + "recall-0.15": 0.926712, + "recall-0.25": 0.973973, + "recall-0.5": 0.994521, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, - "recall-0.025": 0.57925, - "recall-0.05": 0.85692, - "recall-0.1": 0.96114, - "recall-0.15": 0.97825, - "recall-0.25": 0.99052, - "recall-0.5": 0.99695 + "recall-0.025": 0.58689, + "recall-0.05": 0.86414, + "recall-0.1": 0.96588, + "recall-0.15": 0.98199, + "recall-0.25": 0.99221, + "recall-0.5": 0.99726 } } { "total_parts": 20444, - "correct_parts": 20215, - "pcp": 0.988799 + "correct_parts": 20236, + "pcp": 0.989826 } ``` @@ -1378,286 +1378,286 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.0287833, - "demosaicing": 0.000644415, - "avg_time_2d": 0.0100827, - "avg_time_3d": 6.42313e-05, - "fps": 92.6666 + "img_loading": 0.0288182, + "demosaicing": 0.000638982, + "avg_time_2d": 0.0103138, + "avg_time_3d": 6.72337e-05, + "fps": 90.7436 } { "triangulator_calls": 420, - "init_time": 2.88613e-06, - "undistort_time": 9.93951e-06, - "project_time": 1.50624e-06, - "match_time": 7.31735e-06, - "pairs_time": 2.81962e-06, - "pair_scoring_time": 1.11191e-05, - "grouping_time": 2.20671e-06, - "full_time": 1.02751e-05, - "merge_time": 4.18402e-06, - "post_time": 6.86521e-06, - "convert_time": 1.64188e-07, - "total_time": 5.95178e-05 + "init_time": 2.79043e-06, + "undistort_time": 1.0142e-05, + "project_time": 1.49602e-06, + "match_time": 7.44225e-06, + "pairs_time": 2.75834e-06, + "pair_scoring_time": 1.13579e-05, + "grouping_time": 2.20484e-06, + "full_time": 1.03429e-05, + "merge_time": 5.50749e-06, + "post_time": 8.01083e-06, + "convert_time": 1.55633e-07, + "total_time": 6.24486e-05 } { "person_nums": { "total_frames": 420, "total_labels": 1466, - "total_preds": 1380, + "total_preds": 1379, "considered_empty": 0, - "valid_preds": 1367, + "valid_preds": 1366, "invalid_preds": 13, - "missing": 99, - "invalid_fraction": 0.00942, - "precision": 0.99058, - "recall": 0.93247, - "f1": 0.96065, - "non_empty": 1380 + "missing": 100, + "invalid_fraction": 0.00943, + "precision": 0.99057, + "recall": 0.93179, + "f1": 0.96028, + "non_empty": 1379 }, "mpjpe": { - "count": 1367, - "mean": 0.059399, - "median": 0.048157, - "std": 0.036615, - "sem": 0.000991, + "count": 1366, + "mean": 0.056357, + "median": 0.045607, + "std": 0.036507, + "sem": 0.000988, "min": 0.018518, - "max": 0.279104, - "recall-0.025": 0.00955, - "recall-0.05": 0.500682, - "recall-0.1": 0.840382, - "recall-0.15": 0.901774, + "max": 0.296322, + "recall-0.025": 0.018417, + "recall-0.05": 0.547749, + "recall-0.1": 0.848568, + "recall-0.15": 0.90382, "recall-0.25": 0.927012, - "recall-0.5": 0.932469, + "recall-0.5": 0.931787, "num_labels": 1466, - "ap-0.025": 0.001611, - "ap-0.05": 0.392577, - "ap-0.1": 0.801887, - "ap-0.15": 0.887953, - "ap-0.25": 0.91762, - "ap-0.5": 0.924 + "ap-0.025": 0.004499, + "ap-0.05": 0.448082, + "ap-0.1": 0.825055, + "ap-0.15": 0.893687, + "ap-0.25": 0.919038, + "ap-0.5": 0.924496 }, "nose": { - "count": 1366, - "mean": 0.026681, - "median": 0.020287, - "std": 0.019145, - "sem": 0.000518, - "min": 0.001338, - "max": 0.155757, - "recall-0.025": 0.537252, - "recall-0.05": 0.818182, + "count": 1365, + "mean": 0.02396, + "median": 0.018449, + "std": 0.017591, + "sem": 0.000476, + "min": 0.00138, + "max": 0.130817, + "recall-0.025": 0.609706, + "recall-0.05": 0.847573, "recall-0.1": 0.926863, - "recall-0.15": 0.932331, - "recall-0.25": 0.933698, - "recall-0.5": 0.933698, + "recall-0.15": 0.933014, + "recall-0.25": 0.933014, + "recall-0.5": 0.933014, "num_labels": 1463 }, "shoulder_left": { "count": 1366, - "mean": 0.0206, - "median": 0.017638, - "std": 0.013929, - "sem": 0.000377, - "min": 0.000922, - "max": 0.114537, - "recall-0.025": 0.665075, - "recall-0.05": 0.906548, - "recall-0.1": 0.931105, - "recall-0.15": 0.931787, - "recall-0.25": 0.931787, + "mean": 0.020547, + "median": 0.016663, + "std": 0.01842, + "sem": 0.000499, + "min": 0.000838, + "max": 0.44308, + "recall-0.025": 0.697817, + "recall-0.05": 0.900409, + "recall-0.1": 0.927012, + "recall-0.15": 0.931105, + "recall-0.25": 0.931105, "recall-0.5": 0.931787, "num_labels": 1466 }, "shoulder_right": { - "count": 1366, - "mean": 0.023551, - "median": 0.018265, - "std": 0.018815, - "sem": 0.000509, - "min": 0.001529, + "count": 1365, + "mean": 0.022938, + "median": 0.017774, + "std": 0.018714, + "sem": 0.000507, + "min": 0.002084, "max": 0.215048, - "recall-0.025": 0.620478, - "recall-0.05": 0.881229, - "recall-0.1": 0.924232, - "recall-0.15": 0.929693, - "recall-0.25": 0.932423, - "recall-0.5": 0.932423, + "recall-0.025": 0.649829, + "recall-0.05": 0.872355, + "recall-0.1": 0.92628, + "recall-0.15": 0.928328, + "recall-0.25": 0.931741, + "recall-0.5": 0.931741, "num_labels": 1465 }, "elbow_left": { - "count": 1366, - "mean": 0.0348, - "median": 0.022764, - "std": 0.031887, - "sem": 0.000863, - "min": 0.000544, + "count": 1365, + "mean": 0.033049, + "median": 0.021489, + "std": 0.030802, + "sem": 0.000834, + "min": 0.00105, "max": 0.2673, - "recall-0.025": 0.498976, - "recall-0.05": 0.738567, - "recall-0.1": 0.873038, - "recall-0.15": 0.926962, + "recall-0.025": 0.542662, + "recall-0.05": 0.754266, + "recall-0.1": 0.877133, + "recall-0.15": 0.928328, "recall-0.25": 0.931058, - "recall-0.5": 0.932423, + "recall-0.5": 0.931741, "num_labels": 1465 }, "elbow_right": { - "count": 1366, - "mean": 0.032267, - "median": 0.021257, - "std": 0.031252, - "sem": 0.000846, - "min": 0.001511, - "max": 0.335846, - "recall-0.025": 0.555024, - "recall-0.05": 0.768968, - "recall-0.1": 0.901572, - "recall-0.15": 0.922078, - "recall-0.25": 0.932331, - "recall-0.5": 0.933698, + "count": 1365, + "mean": 0.031314, + "median": 0.021148, + "std": 0.031929, + "sem": 0.000865, + "min": 0.002016, + "max": 0.325627, + "recall-0.025": 0.574846, + "recall-0.05": 0.788107, + "recall-0.1": 0.900889, + "recall-0.15": 0.922761, + "recall-0.25": 0.93028, + "recall-0.5": 0.933014, "num_labels": 1463 }, "wrist_left": { - "count": 1337, - "mean": 0.055068, - "median": 0.026056, - "std": 0.064226, - "sem": 0.001757, + "count": 1336, + "mean": 0.05169, + "median": 0.0231, + "std": 0.061286, + "sem": 0.001677, "min": 0.001228, - "max": 0.451186, - "recall-0.025": 0.45258, - "recall-0.05": 0.616457, - "recall-0.1": 0.776151, - "recall-0.15": 0.838215, - "recall-0.25": 0.917713, - "recall-0.5": 0.932357, + "max": 0.428407, + "recall-0.025": 0.488842, + "recall-0.05": 0.64993, + "recall-0.1": 0.778243, + "recall-0.15": 0.837517, + "recall-0.25": 0.919805, + "recall-0.5": 0.93166, "num_labels": 1434 }, "wrist_right": { - "count": 1360, - "mean": 0.048958, - "median": 0.027163, - "std": 0.054749, - "sem": 0.001485, + "count": 1359, + "mean": 0.047199, + "median": 0.024005, + "std": 0.059155, + "sem": 0.001605, "min": 0.001712, "max": 0.353775, - "recall-0.025": 0.431319, - "recall-0.05": 0.635989, - "recall-0.1": 0.824176, - "recall-0.15": 0.876374, - "recall-0.25": 0.916209, - "recall-0.5": 0.934066, + "recall-0.025": 0.48489, + "recall-0.05": 0.681319, + "recall-0.1": 0.820742, + "recall-0.15": 0.87294, + "recall-0.25": 0.909341, + "recall-0.5": 0.933379, "num_labels": 1456 }, "hip_left": { - "count": 1366, - "mean": 0.04317, - "median": 0.038689, - "std": 0.022537, - "sem": 0.00061, - "min": 0.000893, - "max": 0.201855, - "recall-0.025": 0.159727, - "recall-0.05": 0.65529, - "recall-0.1": 0.912628, - "recall-0.15": 0.930375, - "recall-0.25": 0.932423, - "recall-0.5": 0.932423, + "count": 1365, + "mean": 0.042586, + "median": 0.038008, + "std": 0.023547, + "sem": 0.000638, + "min": 0.001201, + "max": 0.216731, + "recall-0.025": 0.202048, + "recall-0.05": 0.664846, + "recall-0.1": 0.909898, + "recall-0.15": 0.92901, + "recall-0.25": 0.931741, + "recall-0.5": 0.931741, "num_labels": 1465 }, "hip_right": { - "count": 1367, - "mean": 0.052646, - "median": 0.047757, - "std": 0.02999, - "sem": 0.000811, - "min": 0.002732, + "count": 1366, + "mean": 0.051212, + "median": 0.044001, + "std": 0.032106, + "sem": 0.000869, + "min": 0.004905, "max": 0.27157, - "recall-0.025": 0.120737, - "recall-0.05": 0.495225, - "recall-0.1": 0.877217, - "recall-0.15": 0.921555, - "recall-0.25": 0.931787, - "recall-0.5": 0.932469, + "recall-0.025": 0.156207, + "recall-0.05": 0.539563, + "recall-0.1": 0.875171, + "recall-0.15": 0.919509, + "recall-0.25": 0.929741, + "recall-0.5": 0.931787, "num_labels": 1466 }, "knee_left": { - "count": 1356, - "mean": 0.06141, - "median": 0.041705, - "std": 0.070109, - "sem": 0.001905, + "count": 1355, + "mean": 0.058575, + "median": 0.041303, + "std": 0.065282, + "sem": 0.001774, "min": 0.003716, - "max": 0.479369, - "recall-0.025": 0.193174, - "recall-0.05": 0.601365, - "recall-0.1": 0.826621, - "recall-0.15": 0.851195, - "recall-0.25": 0.891468, - "recall-0.5": 0.925597, + "max": 0.396038, + "recall-0.025": 0.214334, + "recall-0.05": 0.582253, + "recall-0.1": 0.835495, + "recall-0.15": 0.867577, + "recall-0.25": 0.896928, + "recall-0.5": 0.924915, "num_labels": 1465 }, "knee_right": { "count": 1352, - "mean": 0.061637, - "median": 0.044476, - "std": 0.06361, - "sem": 0.001731, - "min": 0.004478, - "max": 0.385868, - "recall-0.025": 0.146676, - "recall-0.05": 0.562029, - "recall-0.1": 0.826594, - "recall-0.15": 0.860864, - "recall-0.25": 0.895819, + "mean": 0.062818, + "median": 0.045605, + "std": 0.0632, + "sem": 0.001719, + "min": 0.006358, + "max": 0.413608, + "recall-0.025": 0.141878, + "recall-0.05": 0.519534, + "recall-0.1": 0.836189, + "recall-0.15": 0.861549, + "recall-0.25": 0.89719, "recall-0.5": 0.926662, "num_labels": 1459 }, "ankle_left": { - "count": 1296, - "mean": 0.117985, - "median": 0.07964, - "std": 0.114177, - "sem": 0.003173, - "min": 0.001765, - "max": 0.492375, - "recall-0.025": 0.149692, - "recall-0.05": 0.345865, - "recall-0.1": 0.533151, - "recall-0.15": 0.631579, - "recall-0.25": 0.766917, - "recall-0.5": 0.885851, + "count": 1300, + "mean": 0.10852, + "median": 0.069832, + "std": 0.111919, + "sem": 0.003105, + "min": 0.002475, + "max": 0.497978, + "recall-0.025": 0.170882, + "recall-0.05": 0.369105, + "recall-0.1": 0.578264, + "recall-0.15": 0.682843, + "recall-0.25": 0.768968, + "recall-0.5": 0.888585, "num_labels": 1463 }, "ankle_right": { - "count": 1280, - "mean": 0.116062, - "median": 0.062521, - "std": 0.119734, - "sem": 0.003348, + "count": 1283, + "mean": 0.107637, + "median": 0.050829, + "std": 0.117913, + "sem": 0.003293, "min": 0.002089, "max": 0.499606, - "recall-0.025": 0.170548, - "recall-0.05": 0.372603, - "recall-0.1": 0.55137, - "recall-0.15": 0.628767, - "recall-0.25": 0.74726, - "recall-0.5": 0.876712, + "recall-0.025": 0.174658, + "recall-0.05": 0.428767, + "recall-0.1": 0.588356, + "recall-0.15": 0.643836, + "recall-0.25": 0.744521, + "recall-0.5": 0.878767, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, - "recall-0.025": 0.36124, - "recall-0.05": 0.64587, - "recall-0.1": 0.8218, - "recall-0.15": 0.85998, - "recall-0.25": 0.89658, - "recall-0.5": 0.92338 + "recall-0.025": 0.39242, + "recall-0.05": 0.66114, + "recall-0.1": 0.82923, + "recall-0.15": 0.86577, + "recall-0.25": 0.89631, + "recall-0.5": 0.92333 } } { "total_parts": 20444, - "correct_parts": 18308, - "pcp": 0.895519 + "correct_parts": 18292, + "pcp": 0.894737 } ``` @@ -1665,26 +1665,26 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.0936901, - "demosaicing": 0.00227633, - "avg_time_2d": 0.0320164, - "avg_time_3d": 0.000489574, - "fps": 28.7502 + "img_loading": 0.0945663, + "demosaicing": 0.00225085, + "avg_time_2d": 0.0322207, + "avg_time_3d": 0.000495859, + "fps": 28.5981 } { "triangulator_calls": 420, - "init_time": 4.90951e-06, - "undistort_time": 3.21224e-05, - "project_time": 5.83368e-06, - "match_time": 2.63441e-05, - "pairs_time": 4.63646e-05, - "pair_scoring_time": 0.000145143, - "grouping_time": 2.75832e-05, - "full_time": 0.000114867, - "merge_time": 5.18741e-05, - "post_time": 8.52941e-06, - "convert_time": 1.74767e-07, - "total_time": 0.000464042 + "init_time": 4.95276e-06, + "undistort_time": 3.20265e-05, + "project_time": 5.7527e-06, + "match_time": 2.61525e-05, + "pairs_time": 4.63728e-05, + "pair_scoring_time": 0.000151685, + "grouping_time": 1.98509e-05, + "full_time": 0.000115553, + "merge_time": 5.79176e-05, + "post_time": 9.60805e-06, + "convert_time": 1.58305e-07, + "total_time": 0.000470269 } { "person_nums": { @@ -1703,36 +1703,36 @@ Results of the model in various experiments on different datasets. \ }, "mpjpe": { "count": 1463, - "mean": 0.025203, - "median": 0.022832, - "std": 0.009935, - "sem": 0.00026, - "min": 0.009558, - "max": 0.097873, - "recall-0.025": 0.630286, - "recall-0.05": 0.963165, + "mean": 0.0239, + "median": 0.021747, + "std": 0.008927, + "sem": 0.000233, + "min": 0.009663, + "max": 0.096886, + "recall-0.025": 0.673261, + "recall-0.05": 0.978172, "recall-0.1": 0.997954, "recall-0.15": 0.997954, "recall-0.25": 0.997954, "recall-0.5": 0.997954, "num_labels": 1466, - "ap-0.025": 0.495689, - "ap-0.05": 0.94258, - "ap-0.1": 0.990299, - "ap-0.15": 0.990299, - "ap-0.25": 0.990299, - "ap-0.5": 0.990299 + "ap-0.025": 0.580082, + "ap-0.05": 0.970148, + "ap-0.1": 0.995474, + "ap-0.15": 0.995474, + "ap-0.25": 0.995474, + "ap-0.5": 0.995474 }, "nose": { "count": 1460, - "mean": 0.011231, - "median": 0.009664, - "std": 0.008021, - "sem": 0.00021, - "min": 0.000974, - "max": 0.09734, - "recall-0.025": 0.970608, - "recall-0.05": 0.987013, + "mean": 0.010766, + "median": 0.00951, + "std": 0.006949, + "sem": 0.000182, + "min": 0.000776, + "max": 0.086262, + "recall-0.025": 0.973342, + "recall-0.05": 0.991114, "recall-0.1": 0.997949, "recall-0.15": 0.997949, "recall-0.25": 0.997949, @@ -1741,14 +1741,14 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_left": { "count": 1463, - "mean": 0.012776, - "median": 0.010967, - "std": 0.008122, - "sem": 0.000212, - "min": 0.000577, - "max": 0.091731, - "recall-0.025": 0.931105, - "recall-0.05": 0.994543, + "mean": 0.012688, + "median": 0.010903, + "std": 0.008145, + "sem": 0.000213, + "min": 0.000842, + "max": 0.087706, + "recall-0.025": 0.92633, + "recall-0.05": 0.993861, "recall-0.1": 0.997954, "recall-0.15": 0.997954, "recall-0.25": 0.997954, @@ -1757,14 +1757,14 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 1462, - "mean": 0.014181, - "median": 0.012272, - "std": 0.008538, - "sem": 0.000223, - "min": 0.001427, - "max": 0.070244, - "recall-0.025": 0.894198, - "recall-0.05": 0.993174, + "mean": 0.014025, + "median": 0.012256, + "std": 0.008313, + "sem": 0.000217, + "min": 0.001171, + "max": 0.080622, + "recall-0.025": 0.904437, + "recall-0.05": 0.993857, "recall-0.1": 0.997952, "recall-0.15": 0.997952, "recall-0.25": 0.997952, @@ -1773,15 +1773,15 @@ Results of the model in various experiments on different datasets. \ }, "elbow_left": { "count": 1462, - "mean": 0.017791, - "median": 0.014873, - "std": 0.012038, - "sem": 0.000315, - "min": 0.001627, - "max": 0.113216, - "recall-0.025": 0.82116, - "recall-0.05": 0.974744, - "recall-0.1": 0.995904, + "mean": 0.016924, + "median": 0.014258, + "std": 0.010749, + "sem": 0.000281, + "min": 0.001348, + "max": 0.104334, + "recall-0.025": 0.840956, + "recall-0.05": 0.97884, + "recall-0.1": 0.99727, "recall-0.15": 0.997952, "recall-0.25": 0.997952, "recall-0.5": 0.997952, @@ -1789,31 +1789,31 @@ Results of the model in various experiments on different datasets. \ }, "elbow_right": { "count": 1460, - "mean": 0.016569, - "median": 0.014471, - "std": 0.0147, - "sem": 0.000385, - "min": 0.000882, - "max": 0.35562, - "recall-0.025": 0.899522, - "recall-0.05": 0.977444, - "recall-0.1": 0.995215, - "recall-0.15": 0.995899, - "recall-0.25": 0.997266, + "mean": 0.015696, + "median": 0.014008, + "std": 0.011094, + "sem": 0.00029, + "min": 0.001251, + "max": 0.166764, + "recall-0.025": 0.915243, + "recall-0.05": 0.982912, + "recall-0.1": 0.994532, + "recall-0.15": 0.996582, + "recall-0.25": 0.997949, "recall-0.5": 0.997949, "num_labels": 1463 }, "wrist_left": { "count": 1431, - "mean": 0.017822, - "median": 0.01243, - "std": 0.019473, - "sem": 0.000515, - "min": 0.000857, - "max": 0.201629, - "recall-0.025": 0.834728, - "recall-0.05": 0.960948, - "recall-0.1": 0.981172, + "mean": 0.016565, + "median": 0.011848, + "std": 0.018504, + "sem": 0.000489, + "min": 0.000716, + "max": 0.17618, + "recall-0.025": 0.873082, + "recall-0.05": 0.961646, + "recall-0.1": 0.983264, "recall-0.15": 0.993026, "recall-0.25": 0.997908, "recall-0.5": 0.997908, @@ -1821,30 +1821,30 @@ Results of the model in various experiments on different datasets. \ }, "wrist_right": { "count": 1454, - "mean": 0.017397, - "median": 0.012625, - "std": 0.018722, - "sem": 0.000491, - "min": 0.000922, - "max": 0.294265, - "recall-0.025": 0.835852, - "recall-0.05": 0.959478, - "recall-0.1": 0.989011, - "recall-0.15": 0.995192, - "recall-0.25": 0.99794, + "mean": 0.016096, + "median": 0.012142, + "std": 0.01623, + "sem": 0.000426, + "min": 0.000126, + "max": 0.211936, + "recall-0.025": 0.861951, + "recall-0.05": 0.968407, + "recall-0.1": 0.991071, + "recall-0.15": 0.996566, + "recall-0.25": 0.998626, "recall-0.5": 0.998626, "num_labels": 1456 }, "hip_left": { "count": 1462, - "mean": 0.027462, - "median": 0.025256, - "std": 0.015052, - "sem": 0.000394, - "min": 0.00295, - "max": 0.11861, - "recall-0.025": 0.49215, - "recall-0.05": 0.934471, + "mean": 0.027191, + "median": 0.024827, + "std": 0.014882, + "sem": 0.000389, + "min": 0.001518, + "max": 0.11068, + "recall-0.025": 0.506485, + "recall-0.05": 0.92901, "recall-0.1": 0.995904, "recall-0.15": 0.997952, "recall-0.25": 0.997952, @@ -1853,31 +1853,31 @@ Results of the model in various experiments on different datasets. \ }, "hip_right": { "count": 1463, - "mean": 0.027516, - "median": 0.025475, - "std": 0.012579, - "sem": 0.000329, - "min": 0.004251, - "max": 0.085236, - "recall-0.025": 0.484993, - "recall-0.05": 0.949523, - "recall-0.1": 0.997954, - "recall-0.15": 0.997954, + "mean": 0.027191, + "median": 0.025317, + "std": 0.012994, + "sem": 0.00034, + "min": 0.002163, + "max": 0.161695, + "recall-0.025": 0.489086, + "recall-0.05": 0.952251, + "recall-0.1": 0.997271, + "recall-0.15": 0.997271, "recall-0.25": 0.997954, "recall-0.5": 0.997954, "num_labels": 1466 }, "knee_left": { "count": 1462, - "mean": 0.028355, - "median": 0.025639, - "std": 0.014851, - "sem": 0.000389, - "min": 0.002805, - "max": 0.139707, - "recall-0.025": 0.483959, - "recall-0.05": 0.918771, - "recall-0.1": 0.99727, + "mean": 0.027896, + "median": 0.025749, + "std": 0.014586, + "sem": 0.000382, + "min": 0.001327, + "max": 0.107717, + "recall-0.025": 0.477816, + "recall-0.05": 0.931058, + "recall-0.1": 0.995904, "recall-0.15": 0.997952, "recall-0.25": 0.997952, "recall-0.5": 0.997952, @@ -1885,66 +1885,66 @@ Results of the model in various experiments on different datasets. \ }, "knee_right": { "count": 1456, - "mean": 0.032127, - "median": 0.02788, - "std": 0.019816, - "sem": 0.000519, - "min": 0.00237, - "max": 0.191416, - "recall-0.025": 0.416038, - "recall-0.05": 0.874572, - "recall-0.1": 0.980809, - "recall-0.15": 0.995202, + "mean": 0.031275, + "median": 0.027352, + "std": 0.018422, + "sem": 0.000483, + "min": 0.001948, + "max": 0.179142, + "recall-0.025": 0.431117, + "recall-0.05": 0.878684, + "recall-0.1": 0.987663, + "recall-0.15": 0.996573, "recall-0.25": 0.997944, "recall-0.5": 0.997944, "num_labels": 1459 }, "ankle_left": { "count": 1459, - "mean": 0.052817, - "median": 0.031962, - "std": 0.056735, - "sem": 0.001486, - "min": 0.001515, - "max": 0.386617, - "recall-0.025": 0.388243, - "recall-0.05": 0.675325, - "recall-0.1": 0.868763, - "recall-0.15": 0.92823, - "recall-0.25": 0.975393, + "mean": 0.046371, + "median": 0.029724, + "std": 0.047708, + "sem": 0.001249, + "min": 0.002652, + "max": 0.359176, + "recall-0.025": 0.412167, + "recall-0.05": 0.709501, + "recall-0.1": 0.902256, + "recall-0.15": 0.946685, + "recall-0.25": 0.990431, "recall-0.5": 0.997266, "num_labels": 1463 }, "ankle_right": { - "count": 1455, - "mean": 0.049961, - "median": 0.028975, - "std": 0.061037, - "sem": 0.001601, - "min": 0.002054, - "max": 0.472223, - "recall-0.025": 0.419863, - "recall-0.05": 0.722603, - "recall-0.1": 0.884932, - "recall-0.15": 0.932192, - "recall-0.25": 0.969863, - "recall-0.5": 0.996575, + "count": 1456, + "mean": 0.046474, + "median": 0.02761, + "std": 0.055886, + "sem": 0.001465, + "min": 0.002526, + "max": 0.455648, + "recall-0.025": 0.441781, + "recall-0.05": 0.768493, + "recall-0.1": 0.89726, + "recall-0.15": 0.936986, + "recall-0.25": 0.976712, + "recall-0.5": 0.99726, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, - "recall-0.025": 0.68178, - "recall-0.05": 0.91685, - "recall-0.1": 0.9752, - "recall-0.15": 0.98615, - "recall-0.25": 0.99363, - "recall-0.5": 0.99742 + "recall-0.025": 0.696, + "recall-0.05": 0.92575, + "recall-0.1": 0.97936, + "recall-0.15": 0.9881, + "recall-0.25": 0.99537, + "recall-0.5": 0.99747 } } { "total_parts": 20444, - "correct_parts": 20347, - "pcp": 0.995255 + "correct_parts": 20356, + "pcp": 0.995696 } ``` @@ -1952,74 +1952,74 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.323799, - "demosaicing": 0.011528, - "avg_time_2d": 0.0978827, - "avg_time_3d": 0.0051087, - "fps": 8.73215 + "img_loading": 0.317669, + "demosaicing": 0.0120481, + "avg_time_2d": 0.0983697, + "avg_time_3d": 0.00517295, + "fps": 8.65121 } { "triangulator_calls": 420, - "init_time": 1.48749e-05, - "undistort_time": 0.000100031, - "project_time": 1.93111e-05, - "match_time": 8.4165e-05, - "pairs_time": 0.000554208, - "pair_scoring_time": 0.00155573, - "grouping_time": 0.00083948, - "full_time": 0.00108976, - "merge_time": 0.00066878, - "post_time": 9.92854e-06, - "convert_time": 2.1015e-07, - "total_time": 0.00493674 + "init_time": 1.4671e-05, + "undistort_time": 9.94009e-05, + "project_time": 1.89077e-05, + "match_time": 8.2416e-05, + "pairs_time": 0.000538682, + "pair_scoring_time": 0.00224787, + "grouping_time": 0.000189921, + "full_time": 0.00108874, + "merge_time": 0.000705236, + "post_time": 1.11612e-05, + "convert_time": 1.97936e-07, + "total_time": 0.00499746 } { "person_nums": { "total_frames": 420, "total_labels": 1466, - "total_preds": 1510, + "total_preds": 1509, "considered_empty": 0, "valid_preds": 1465, - "invalid_preds": 45, + "invalid_preds": 44, "missing": 1, - "invalid_fraction": 0.0298, - "precision": 0.9702, + "invalid_fraction": 0.02916, + "precision": 0.97084, "recall": 0.99932, - "f1": 0.98454, - "non_empty": 1510 + "f1": 0.98487, + "non_empty": 1509 }, "mpjpe": { "count": 1465, - "mean": 0.020211, - "median": 0.018762, - "std": 0.00708, - "sem": 0.000185, - "min": 0.009375, - "max": 0.104414, - "recall-0.025": 0.803547, - "recall-0.05": 0.997271, + "mean": 0.019359, + "median": 0.018032, + "std": 0.006927, + "sem": 0.000181, + "min": 0.008759, + "max": 0.110571, + "recall-0.025": 0.832879, + "recall-0.05": 0.995907, "recall-0.1": 0.998636, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466, - "ap-0.025": 0.734463, - "ap-0.05": 0.985229, - "ap-0.1": 0.987536, - "ap-0.15": 0.989163, - "ap-0.25": 0.989163, - "ap-0.5": 0.989163 + "ap-0.025": 0.778089, + "ap-0.05": 0.987979, + "ap-0.1": 0.991704, + "ap-0.15": 0.993397, + "ap-0.25": 0.993397, + "ap-0.5": 0.993397 }, "nose": { "count": 1462, - "mean": 0.009298, - "median": 0.008171, - "std": 0.00649, - "sem": 0.00017, - "min": 0.000399, - "max": 0.080284, - "recall-0.025": 0.982912, - "recall-0.05": 0.991114, + "mean": 0.009189, + "median": 0.00808, + "std": 0.006382, + "sem": 0.000167, + "min": 0.000316, + "max": 0.078737, + "recall-0.025": 0.984279, + "recall-0.05": 0.991798, "recall-0.1": 0.999316, "recall-0.15": 0.999316, "recall-0.25": 0.999316, @@ -2028,13 +2028,13 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_left": { "count": 1465, - "mean": 0.010548, - "median": 0.009349, - "std": 0.006278, - "sem": 0.000164, - "min": 0.000514, - "max": 0.056519, - "recall-0.025": 0.961801, + "mean": 0.010489, + "median": 0.009384, + "std": 0.00617, + "sem": 0.000161, + "min": 0.000509, + "max": 0.055245, + "recall-0.025": 0.965894, "recall-0.05": 0.998636, "recall-0.1": 0.999318, "recall-0.15": 0.999318, @@ -2044,12 +2044,12 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 1464, - "mean": 0.011964, - "median": 0.010436, - "std": 0.00704, - "sem": 0.000184, - "min": 0.001042, - "max": 0.110042, + "mean": 0.011977, + "median": 0.010467, + "std": 0.00727, + "sem": 0.00019, + "min": 0.000448, + "max": 0.131999, "recall-0.025": 0.961775, "recall-0.05": 0.99727, "recall-0.1": 0.998635, @@ -2060,14 +2060,14 @@ Results of the model in various experiments on different datasets. \ }, "elbow_left": { "count": 1464, - "mean": 0.013815, - "median": 0.012283, - "std": 0.007906, - "sem": 0.000207, - "min": 0.0023, - "max": 0.063993, - "recall-0.025": 0.92901, - "recall-0.05": 0.993174, + "mean": 0.013231, + "median": 0.011927, + "std": 0.007421, + "sem": 0.000194, + "min": 0.001236, + "max": 0.064667, + "recall-0.025": 0.941297, + "recall-0.05": 0.995222, "recall-0.1": 0.999317, "recall-0.15": 0.999317, "recall-0.25": 0.999317, @@ -2076,14 +2076,14 @@ Results of the model in various experiments on different datasets. \ }, "elbow_right": { "count": 1462, - "mean": 0.013976, - "median": 0.012379, - "std": 0.008969, - "sem": 0.000235, - "min": 0.000147, - "max": 0.163362, - "recall-0.025": 0.927546, - "recall-0.05": 0.989064, + "mean": 0.013539, + "median": 0.01224, + "std": 0.008726, + "sem": 0.000228, + "min": 0.000584, + "max": 0.179166, + "recall-0.025": 0.943951, + "recall-0.05": 0.991798, "recall-0.1": 0.998633, "recall-0.15": 0.998633, "recall-0.25": 0.999316, @@ -2092,14 +2092,14 @@ Results of the model in various experiments on different datasets. \ }, "wrist_left": { "count": 1433, - "mean": 0.014934, - "median": 0.010818, - "std": 0.016423, - "sem": 0.000434, - "min": 0.00093, - "max": 0.149006, - "recall-0.025": 0.892608, - "recall-0.05": 0.967225, + "mean": 0.014083, + "median": 0.010182, + "std": 0.016488, + "sem": 0.000436, + "min": 0.000713, + "max": 0.148321, + "recall-0.025": 0.900279, + "recall-0.05": 0.970014, "recall-0.1": 0.990237, "recall-0.15": 0.999303, "recall-0.25": 0.999303, @@ -2108,15 +2108,15 @@ Results of the model in various experiments on different datasets. \ }, "wrist_right": { "count": 1456, - "mean": 0.014381, - "median": 0.010194, - "std": 0.013204, - "sem": 0.000346, - "min": 0.000671, - "max": 0.105661, - "recall-0.025": 0.87706, - "recall-0.05": 0.969093, - "recall-0.1": 0.999313, + "mean": 0.014024, + "median": 0.010312, + "std": 0.013225, + "sem": 0.000347, + "min": 0.000813, + "max": 0.104785, + "recall-0.025": 0.890797, + "recall-0.05": 0.976648, + "recall-0.1": 0.998626, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -2124,13 +2124,13 @@ Results of the model in various experiments on different datasets. \ }, "hip_left": { "count": 1464, - "mean": 0.021363, - "median": 0.018874, - "std": 0.01164, - "sem": 0.000304, - "min": 0.001522, - "max": 0.088569, - "recall-0.025": 0.733788, + "mean": 0.021145, + "median": 0.018582, + "std": 0.011705, + "sem": 0.000306, + "min": 0.001997, + "max": 0.087718, + "recall-0.025": 0.746075, "recall-0.05": 0.964505, "recall-0.1": 0.999317, "recall-0.15": 0.999317, @@ -2140,15 +2140,15 @@ Results of the model in various experiments on different datasets. \ }, "hip_right": { "count": 1465, - "mean": 0.022366, - "median": 0.021663, - "std": 0.011091, - "sem": 0.00029, - "min": 0.002635, - "max": 0.241863, - "recall-0.025": 0.631651, + "mean": 0.022276, + "median": 0.021585, + "std": 0.011145, + "sem": 0.000291, + "min": 0.001586, + "max": 0.241688, + "recall-0.025": 0.622783, "recall-0.05": 0.991814, - "recall-0.1": 0.998636, + "recall-0.1": 0.997954, "recall-0.15": 0.998636, "recall-0.25": 0.999318, "recall-0.5": 0.999318, @@ -2156,15 +2156,15 @@ Results of the model in various experiments on different datasets. \ }, "knee_left": { "count": 1464, - "mean": 0.022662, - "median": 0.021007, - "std": 0.011829, - "sem": 0.000309, - "min": 0.001591, - "max": 0.112879, - "recall-0.025": 0.63959, - "recall-0.05": 0.971331, - "recall-0.1": 0.997952, + "mean": 0.022664, + "median": 0.021203, + "std": 0.011418, + "sem": 0.000299, + "min": 0.001709, + "max": 0.113856, + "recall-0.025": 0.644369, + "recall-0.05": 0.979522, + "recall-0.1": 0.996587, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, @@ -2172,66 +2172,66 @@ Results of the model in various experiments on different datasets. \ }, "knee_right": { "count": 1458, - "mean": 0.025448, - "median": 0.023556, - "std": 0.015884, - "sem": 0.000416, - "min": 0.002479, - "max": 0.174875, - "recall-0.025": 0.543523, - "recall-0.05": 0.965045, - "recall-0.1": 0.986977, - "recall-0.15": 0.998629, + "mean": 0.025132, + "median": 0.023776, + "std": 0.015236, + "sem": 0.000399, + "min": 0.001766, + "max": 0.177469, + "recall-0.025": 0.541467, + "recall-0.05": 0.967101, + "recall-0.1": 0.990404, + "recall-0.15": 0.997944, "recall-0.25": 0.999315, "recall-0.5": 0.999315, "num_labels": 1459 }, "ankle_left": { "count": 1462, - "mean": 0.038848, - "median": 0.027374, - "std": 0.033448, - "sem": 0.000875, - "min": 0.000691, - "max": 0.237364, - "recall-0.025": 0.465482, - "recall-0.05": 0.747095, - "recall-0.1": 0.930964, - "recall-0.15": 0.987697, + "mean": 0.03612, + "median": 0.024095, + "std": 0.032657, + "sem": 0.000854, + "min": 0.001969, + "max": 0.243894, + "recall-0.025": 0.526316, + "recall-0.05": 0.785373, + "recall-0.1": 0.933014, + "recall-0.15": 0.991798, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "ankle_right": { "count": 1458, - "mean": 0.041993, - "median": 0.025951, - "std": 0.040542, - "sem": 0.001062, - "min": 0.000505, - "max": 0.260212, - "recall-0.025": 0.484247, - "recall-0.05": 0.713699, - "recall-0.1": 0.89863, - "recall-0.15": 0.969178, + "mean": 0.036574, + "median": 0.024929, + "std": 0.034409, + "sem": 0.000901, + "min": 0.001251, + "max": 0.285853, + "recall-0.025": 0.50137, + "recall-0.05": 0.773288, + "recall-0.1": 0.936301, + "recall-0.15": 0.979452, "recall-0.25": 0.99726, "recall-0.5": 0.99863, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, - "recall-0.025": 0.7712, - "recall-0.05": 0.94265, - "recall-0.1": 0.98399, - "recall-0.15": 0.99563, + "recall-0.025": 0.78215, + "recall-0.05": 0.95234, + "recall-0.1": 0.98705, + "recall-0.15": 0.99674, "recall-0.25": 0.99879, "recall-0.5": 0.99889 } } { "total_parts": 20444, - "correct_parts": 20406, - "pcp": 0.998141 + "correct_parts": 20407, + "pcp": 0.99819 } ``` @@ -2239,91 +2239,91 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.0331992, - "demosaicing": 0.000665234, - "avg_time_2d": 0.00859652, - "avg_time_3d": 3.16495e-05, - "fps": 107.603 + "img_loading": 0.0317525, + "demosaicing": 0.000678883, + "avg_time_2d": 0.00854502, + "avg_time_3d": 3.28613e-05, + "fps": 108.029 } { "triangulator_calls": 479, - "init_time": 2.97879e-06, - "undistort_time": 4.96341e-06, - "project_time": 4.24069e-07, - "match_time": 9.75025e-07, - "pairs_time": 3.82568e-07, - "pair_scoring_time": 6.92359e-06, - "grouping_time": 7.68313e-07, - "full_time": 3.8346e-06, - "merge_time": 1.76946e-06, - "post_time": 4.55531e-06, - "convert_time": 7.29624e-08, - "total_time": 2.78812e-05 + "init_time": 2.81193e-06, + "undistort_time": 4.96263e-06, + "project_time": 4.2423e-07, + "match_time": 9.58927e-07, + "pairs_time": 3.71848e-07, + "pair_scoring_time": 7.13907e-06, + "grouping_time": 6.90313e-07, + "full_time": 3.95796e-06, + "merge_time": 2.12479e-06, + "post_time": 5.34428e-06, + "convert_time": 7.14739e-08, + "total_time": 2.90926e-05 } { "person_nums": { "total_frames": 479, "total_labels": 479, - "total_preds": 597, + "total_preds": 584, "considered_empty": 0, "valid_preds": 443, - "invalid_preds": 154, + "invalid_preds": 141, "missing": 36, - "invalid_fraction": 0.25796, - "precision": 0.74204, + "invalid_fraction": 0.24144, + "precision": 0.75856, "recall": 0.92484, - "f1": 0.82342, - "non_empty": 597 + "f1": 0.83349, + "non_empty": 584 }, "mpjpe": { "count": 443, - "mean": 0.071439, - "median": 0.055593, - "std": 0.047397, - "sem": 0.002254, - "min": 0.010572, - "max": 0.355726, - "recall-0.025": 0.075157, - "recall-0.05": 0.4238, - "recall-0.1": 0.716075, - "recall-0.15": 0.860125, - "recall-0.25": 0.91858, + "mean": 0.073811, + "median": 0.059533, + "std": 0.044453, + "sem": 0.002114, + "min": 0.018892, + "max": 0.357707, + "recall-0.025": 0.031315, + "recall-0.05": 0.365344, + "recall-0.1": 0.718163, + "recall-0.15": 0.870564, + "recall-0.25": 0.916493, "recall-0.5": 0.924843, "num_labels": 479, - "ap-0.025": 0.006362, - "ap-0.05": 0.194586, - "ap-0.1": 0.490691, - "ap-0.15": 0.68696, - "ap-0.25": 0.79156, - "ap-0.5": 0.802689 + "ap-0.025": 0.000833, + "ap-0.05": 0.143335, + "ap-0.1": 0.501718, + "ap-0.15": 0.706833, + "ap-0.25": 0.786245, + "ap-0.5": 0.803641 }, "head": { "count": 421, - "mean": 0.029891, - "median": 0.025893, - "std": 0.017693, - "sem": 0.000863, + "mean": 0.03689, + "median": 0.033322, + "std": 0.018862, + "sem": 0.00092, "min": 0.001558, - "max": 0.176477, - "recall-0.025": 0.426991, - "recall-0.05": 0.840708, + "max": 0.145839, + "recall-0.025": 0.29646, + "recall-0.05": 0.730088, "recall-0.1": 0.926991, - "recall-0.15": 0.929204, + "recall-0.15": 0.931416, "recall-0.25": 0.931416, "recall-0.5": 0.931416, "num_labels": 452 }, "shoulder_left": { "count": 420, - "mean": 0.038988, - "median": 0.034297, - "std": 0.018358, - "sem": 0.000897, - "min": 0.006045, + "mean": 0.041867, + "median": 0.036198, + "std": 0.01936, + "sem": 0.000946, + "min": 0.009033, "max": 0.148262, - "recall-0.025": 0.125551, - "recall-0.05": 0.779736, - "recall-0.1": 0.900881, + "recall-0.025": 0.105727, + "recall-0.05": 0.713656, + "recall-0.1": 0.905286, "recall-0.15": 0.92511, "recall-0.25": 0.92511, "recall-0.5": 0.92511, @@ -2331,14 +2331,14 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 433, - "mean": 0.029308, - "median": 0.028043, - "std": 0.00958, - "sem": 0.000461, - "min": 0.012271, - "max": 0.097244, - "recall-0.025": 0.319058, - "recall-0.05": 0.897216, + "mean": 0.029518, + "median": 0.028202, + "std": 0.009841, + "sem": 0.000473, + "min": 0.006306, + "max": 0.082541, + "recall-0.025": 0.32334, + "recall-0.05": 0.895075, "recall-0.1": 0.927195, "recall-0.15": 0.927195, "recall-0.25": 0.927195, @@ -2346,30 +2346,30 @@ Results of the model in various experiments on different datasets. \ "num_labels": 467 }, "elbow_left": { - "count": 409, - "mean": 0.027931, - "median": 0.019425, - "std": 0.02633, - "sem": 0.001304, - "min": 0.001791, - "max": 0.194543, - "recall-0.025": 0.597254, - "recall-0.05": 0.816934, - "recall-0.1": 0.910755, - "recall-0.15": 0.926773, - "recall-0.25": 0.935927, - "recall-0.5": 0.935927, + "count": 408, + "mean": 0.031037, + "median": 0.023888, + "std": 0.023902, + "sem": 0.001185, + "min": 0.002712, + "max": 0.194997, + "recall-0.025": 0.491991, + "recall-0.05": 0.796339, + "recall-0.1": 0.915332, + "recall-0.15": 0.929062, + "recall-0.25": 0.933638, + "recall-0.5": 0.933638, "num_labels": 437 }, "elbow_right": { "count": 413, - "mean": 0.023055, - "median": 0.018245, - "std": 0.018104, - "sem": 0.000892, - "min": 0.001957, + "mean": 0.026787, + "median": 0.024368, + "std": 0.016907, + "sem": 0.000833, + "min": 0.001053, "max": 0.195409, - "recall-0.025": 0.662132, + "recall-0.025": 0.496599, "recall-0.05": 0.868481, "recall-0.1": 0.931973, "recall-0.15": 0.93424, @@ -2379,146 +2379,146 @@ Results of the model in various experiments on different datasets. \ }, "wrist_left": { "count": 407, - "mean": 0.02754, - "median": 0.020769, - "std": 0.031606, - "sem": 0.001569, - "min": 0.001075, - "max": 0.378992, - "recall-0.025": 0.573394, - "recall-0.05": 0.837156, + "mean": 0.032816, + "median": 0.026127, + "std": 0.030979, + "sem": 0.001537, + "min": 0.000365, + "max": 0.336293, + "recall-0.025": 0.442661, + "recall-0.05": 0.81422, "recall-0.1": 0.91055, "recall-0.15": 0.919725, - "recall-0.25": 0.931193, + "recall-0.25": 0.928899, "recall-0.5": 0.933486, "num_labels": 436 }, "wrist_right": { - "count": 415, - "mean": 0.023112, - "median": 0.015927, - "std": 0.027786, - "sem": 0.001366, - "min": 0.001069, - "max": 0.318677, - "recall-0.025": 0.697309, - "recall-0.05": 0.872197, - "recall-0.1": 0.910314, - "recall-0.15": 0.919283, - "recall-0.25": 0.928251, - "recall-0.5": 0.930493, + "count": 416, + "mean": 0.027295, + "median": 0.023784, + "std": 0.022632, + "sem": 0.001111, + "min": 0.002123, + "max": 0.230751, + "recall-0.025": 0.495516, + "recall-0.05": 0.88565, + "recall-0.1": 0.91704, + "recall-0.15": 0.926009, + "recall-0.25": 0.932735, + "recall-0.5": 0.932735, "num_labels": 446 }, "hip_left": { "count": 297, - "mean": 0.097359, - "median": 0.090944, - "std": 0.033028, - "sem": 0.00192, - "min": 0.028402, - "max": 0.291192, + "mean": 0.100986, + "median": 0.094681, + "std": 0.03307, + "sem": 0.001922, + "min": 0.041723, + "max": 0.291977, "recall-0.025": 0.0, - "recall-0.05": 0.015924, - "recall-0.1": 0.61465, - "recall-0.15": 0.888535, + "recall-0.05": 0.019108, + "recall-0.1": 0.55414, + "recall-0.15": 0.875796, "recall-0.25": 0.93949, "recall-0.5": 0.94586, "num_labels": 314 }, "hip_right": { - "count": 242, - "mean": 0.087756, - "median": 0.082133, - "std": 0.03298, - "sem": 0.002124, + "count": 243, + "mean": 0.089626, + "median": 0.086351, + "std": 0.032581, + "sem": 0.002094, "min": 0.021341, - "max": 0.295087, - "recall-0.025": 0.007692, - "recall-0.05": 0.053846, - "recall-0.1": 0.730769, - "recall-0.15": 0.884615, + "max": 0.277167, + "recall-0.025": 0.003846, + "recall-0.05": 0.057692, + "recall-0.1": 0.680769, + "recall-0.15": 0.892308, "recall-0.25": 0.926923, - "recall-0.5": 0.930769, + "recall-0.5": 0.934615, "num_labels": 260 }, "knee_left": { - "count": 251, - "mean": 0.122524, - "median": 0.090424, - "std": 0.100851, - "sem": 0.006378, - "min": 0.008922, + "count": 250, + "mean": 0.135721, + "median": 0.100319, + "std": 0.099758, + "sem": 0.006322, + "min": 0.012383, "max": 0.49552, - "recall-0.025": 0.039855, - "recall-0.05": 0.184783, - "recall-0.1": 0.507246, - "recall-0.15": 0.684783, - "recall-0.25": 0.804348, - "recall-0.5": 0.90942, + "recall-0.025": 0.018116, + "recall-0.05": 0.09058, + "recall-0.1": 0.452899, + "recall-0.15": 0.634058, + "recall-0.25": 0.789855, + "recall-0.5": 0.905797, "num_labels": 276 }, "knee_right": { - "count": 192, - "mean": 0.109016, - "median": 0.081017, - "std": 0.095955, - "sem": 0.006943, - "min": 0.011151, - "max": 0.484042, - "recall-0.025": 0.032558, - "recall-0.05": 0.227907, - "recall-0.1": 0.576744, - "recall-0.15": 0.75814, - "recall-0.25": 0.804651, - "recall-0.5": 0.893023, + "count": 193, + "mean": 0.108496, + "median": 0.062057, + "std": 0.108505, + "sem": 0.007831, + "min": 0.014451, + "max": 0.494486, + "recall-0.025": 0.04186, + "recall-0.05": 0.306977, + "recall-0.1": 0.651163, + "recall-0.15": 0.706977, + "recall-0.25": 0.795349, + "recall-0.5": 0.897674, "num_labels": 215 }, "ankle_left": { - "count": 69, - "mean": 0.334588, - "median": 0.365143, - "std": 0.120143, - "sem": 0.014569, + "count": 72, + "mean": 0.310746, + "median": 0.324206, + "std": 0.116753, + "sem": 0.013856, "min": 0.02336, - "max": 0.495692, + "max": 0.493405, "recall-0.025": 0.007576, "recall-0.05": 0.015152, - "recall-0.1": 0.030303, - "recall-0.15": 0.060606, - "recall-0.25": 0.106061, - "recall-0.5": 0.522727, + "recall-0.1": 0.022727, + "recall-0.15": 0.075758, + "recall-0.25": 0.136364, + "recall-0.5": 0.545455, "num_labels": 132 }, "ankle_right": { - "count": 64, - "mean": 0.346003, - "median": 0.38619, - "std": 0.125211, - "sem": 0.015775, - "min": 0.024771, - "max": 0.497919, + "count": 69, + "mean": 0.342505, + "median": 0.396395, + "std": 0.142725, + "sem": 0.017308, + "min": 0.02477, + "max": 0.496782, "recall-0.025": 0.007874, - "recall-0.05": 0.015748, - "recall-0.1": 0.055118, - "recall-0.15": 0.070866, - "recall-0.25": 0.094488, - "recall-0.5": 0.503937, + "recall-0.05": 0.023622, + "recall-0.1": 0.070866, + "recall-0.15": 0.110236, + "recall-0.25": 0.11811, + "recall-0.5": 0.543307, "num_labels": 127 }, "joint_recalls": { "num_labels": 4457, - "recall-0.025": 0.34261, - "recall-0.05": 0.6206, - "recall-0.1": 0.79022, - "recall-0.15": 0.84631, - "recall-0.25": 0.86762, - "recall-0.5": 0.90307 + "recall-0.025": 0.26767, + "recall-0.05": 0.59749, + "recall-0.1": 0.78528, + "recall-0.15": 0.84362, + "recall-0.25": 0.8674, + "recall-0.5": 0.90509 } } { "total_parts": 4313, - "correct_parts": 3809, - "pcp": 0.883144 + "correct_parts": 3794, + "pcp": 0.879666 } ``` @@ -2526,26 +2526,26 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.0169703, - "demosaicing": 0.000515061, - "avg_time_2d": 0.00981255, - "avg_time_3d": 6.18559e-05, - "fps": 96.2513 + "img_loading": 0.0172133, + "demosaicing": 0.000526241, + "avg_time_2d": 0.00998027, + "avg_time_3d": 6.29145e-05, + "fps": 94.6125 } { "triangulator_calls": 390, - "init_time": 3.34877e-06, - "undistort_time": 7.50805e-06, - "project_time": 1.48464e-06, - "match_time": 3.529e-06, - "pairs_time": 7.43731e-07, - "pair_scoring_time": 1.19455e-05, - "grouping_time": 2.20653e-06, - "full_time": 1.4654e-05, - "merge_time": 5.79215e-06, - "post_time": 5.2202e-06, - "convert_time": 9.65744e-08, - "total_time": 5.67689e-05 + "init_time": 3.32883e-06, + "undistort_time": 7.36325e-06, + "project_time": 1.385e-06, + "match_time": 3.4595e-06, + "pairs_time": 7.13631e-07, + "pair_scoring_time": 1.19587e-05, + "grouping_time": 2.16811e-06, + "full_time": 1.47405e-05, + "merge_time": 6.08468e-06, + "post_time": 6.13947e-06, + "convert_time": 9.39564e-08, + "total_time": 5.76726e-05 } { "person_nums": { @@ -2564,53 +2564,53 @@ Results of the model in various experiments on different datasets. \ }, "mpjpe": { "count": 777, - "mean": 0.060536, - "median": 0.057443, - "std": 0.014371, - "sem": 0.000516, - "min": 0.043669, - "max": 0.26398, + "mean": 0.059795, + "median": 0.057644, + "std": 0.01158, + "sem": 0.000416, + "min": 0.043081, + "max": 0.161047, "recall-0.025": 0.0, - "recall-0.05": 0.041026, - "recall-0.1": 0.984615, - "recall-0.15": 0.989744, - "recall-0.25": 0.994872, + "recall-0.05": 0.058974, + "recall-0.1": 0.987179, + "recall-0.15": 0.992308, + "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780, "ap-0.025": 0.0, - "ap-0.05": 0.002358, - "ap-0.1": 0.984223, - "ap-0.15": 0.989463, - "ap-0.25": 0.994845, + "ap-0.05": 0.005031, + "ap-0.1": 0.987003, + "ap-0.15": 0.992186, + "ap-0.25": 0.996154, "ap-0.5": 0.996154 }, "head": { "count": 777, - "mean": 0.03923, - "median": 0.028368, - "std": 0.04507, - "sem": 0.001618, - "min": 0.002045, - "max": 0.357624, - "recall-0.025": 0.421795, - "recall-0.05": 0.839744, - "recall-0.1": 0.951282, - "recall-0.15": 0.960256, - "recall-0.25": 0.976923, + "mean": 0.032849, + "median": 0.02889, + "std": 0.018081, + "sem": 0.000649, + "min": 0.003336, + "max": 0.236729, + "recall-0.025": 0.370513, + "recall-0.05": 0.835897, + "recall-0.1": 0.991026, + "recall-0.15": 0.994872, + "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "shoulder_left": { "count": 777, - "mean": 0.062532, - "median": 0.064795, - "std": 0.021911, - "sem": 0.000787, - "min": 0.009091, - "max": 0.162654, - "recall-0.025": 0.017949, - "recall-0.05": 0.316667, - "recall-0.1": 0.958974, + "mean": 0.063725, + "median": 0.061636, + "std": 0.02279, + "sem": 0.000818, + "min": 0.003706, + "max": 0.192847, + "recall-0.025": 0.010256, + "recall-0.05": 0.311538, + "recall-0.1": 0.960256, "recall-0.15": 0.992308, "recall-0.25": 0.996154, "recall-0.5": 0.996154, @@ -2618,95 +2618,95 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 777, - "mean": 0.066991, - "median": 0.065245, - "std": 0.021106, - "sem": 0.000758, - "min": 0.014587, - "max": 0.322867, - "recall-0.025": 0.008974, - "recall-0.05": 0.176923, - "recall-0.1": 0.946154, - "recall-0.15": 0.992308, - "recall-0.25": 0.994872, + "mean": 0.064311, + "median": 0.062367, + "std": 0.017627, + "sem": 0.000633, + "min": 0.00645, + "max": 0.133633, + "recall-0.025": 0.014103, + "recall-0.05": 0.174359, + "recall-0.1": 0.961538, + "recall-0.15": 0.996154, + "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "elbow_left": { "count": 776, - "mean": 0.056701, - "median": 0.047986, - "std": 0.035003, - "sem": 0.001257, - "min": 0.016862, - "max": 0.425933, - "recall-0.025": 0.015385, - "recall-0.05": 0.544872, - "recall-0.1": 0.942308, - "recall-0.15": 0.973077, - "recall-0.25": 0.987179, + "mean": 0.055696, + "median": 0.048231, + "std": 0.027198, + "sem": 0.000977, + "min": 0.015892, + "max": 0.295215, + "recall-0.025": 0.017949, + "recall-0.05": 0.537179, + "recall-0.1": 0.934615, + "recall-0.15": 0.979487, + "recall-0.25": 0.992308, "recall-0.5": 0.994872, "num_labels": 780 }, "elbow_right": { "count": 777, - "mean": 0.063884, - "median": 0.061811, - "std": 0.022341, - "sem": 0.000802, - "min": 0.024328, - "max": 0.229178, + "mean": 0.064114, + "median": 0.061539, + "std": 0.024768, + "sem": 0.000889, + "min": 0.015015, + "max": 0.216922, "recall-0.025": 0.001282, - "recall-0.05": 0.253846, - "recall-0.1": 0.937179, - "recall-0.15": 0.982051, + "recall-0.05": 0.280769, + "recall-0.1": 0.941026, + "recall-0.15": 0.970513, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "wrist_left": { - "count": 773, - "mean": 0.049284, - "median": 0.044614, - "std": 0.034732, - "sem": 0.00125, - "min": 0.006308, - "max": 0.444649, - "recall-0.025": 0.132051, - "recall-0.05": 0.639744, - "recall-0.1": 0.944872, + "count": 774, + "mean": 0.048139, + "median": 0.043293, + "std": 0.034121, + "sem": 0.001227, + "min": 0.006671, + "max": 0.430452, + "recall-0.025": 0.133333, + "recall-0.05": 0.674359, + "recall-0.1": 0.947436, "recall-0.15": 0.978205, - "recall-0.25": 0.985897, - "recall-0.5": 0.991026, + "recall-0.25": 0.987179, + "recall-0.5": 0.992308, "num_labels": 780 }, "wrist_right": { "count": 771, - "mean": 0.066866, - "median": 0.065082, - "std": 0.035568, - "sem": 0.001282, - "min": 0.01684, - "max": 0.320426, - "recall-0.025": 0.017949, - "recall-0.05": 0.315385, - "recall-0.1": 0.912821, - "recall-0.15": 0.953846, + "mean": 0.065615, + "median": 0.06446, + "std": 0.034619, + "sem": 0.001248, + "min": 0.013844, + "max": 0.282031, + "recall-0.025": 0.016667, + "recall-0.05": 0.338462, + "recall-0.1": 0.919231, + "recall-0.15": 0.960256, "recall-0.25": 0.985897, "recall-0.5": 0.988462, "num_labels": 780 }, "hip_left": { "count": 777, - "mean": 0.082351, - "median": 0.082373, - "std": 0.020106, - "sem": 0.000722, - "min": 0.033221, - "max": 0.142049, + "mean": 0.083448, + "median": 0.084348, + "std": 0.02046, + "sem": 0.000734, + "min": 0.027865, + "max": 0.144259, "recall-0.025": 0.0, - "recall-0.05": 0.046154, - "recall-0.1": 0.807692, + "recall-0.05": 0.061538, + "recall-0.1": 0.782051, "recall-0.15": 0.996154, "recall-0.25": 0.996154, "recall-0.5": 0.996154, @@ -2714,47 +2714,47 @@ Results of the model in various experiments on different datasets. \ }, "hip_right": { "count": 777, - "mean": 0.105455, - "median": 0.103328, - "std": 0.018351, - "sem": 0.000659, - "min": 0.063302, - "max": 0.172157, + "mean": 0.10584, + "median": 0.104554, + "std": 0.018135, + "sem": 0.000651, + "min": 0.05627, + "max": 0.17111, "recall-0.025": 0.0, "recall-0.05": 0.0, - "recall-0.1": 0.426923, - "recall-0.15": 0.982051, + "recall-0.1": 0.388462, + "recall-0.15": 0.978205, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "knee_left": { "count": 777, - "mean": 0.047564, - "median": 0.046007, - "std": 0.019294, - "sem": 0.000693, - "min": 0.009691, - "max": 0.199379, - "recall-0.025": 0.060256, - "recall-0.05": 0.634615, - "recall-0.1": 0.95641, - "recall-0.15": 0.992308, + "mean": 0.048307, + "median": 0.046812, + "std": 0.019978, + "sem": 0.000717, + "min": 0.012707, + "max": 0.202218, + "recall-0.025": 0.057692, + "recall-0.05": 0.612821, + "recall-0.1": 0.953846, + "recall-0.15": 0.991026, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "knee_right": { "count": 777, - "mean": 0.051655, - "median": 0.049224, - "std": 0.018512, - "sem": 0.000665, - "min": 0.013483, - "max": 0.129734, - "recall-0.025": 0.038462, - "recall-0.05": 0.521795, - "recall-0.1": 0.976923, + "mean": 0.05249, + "median": 0.050503, + "std": 0.018171, + "sem": 0.000652, + "min": 0.01206, + "max": 0.132138, + "recall-0.025": 0.021795, + "recall-0.05": 0.487179, + "recall-0.1": 0.982051, "recall-0.15": 0.996154, "recall-0.25": 0.996154, "recall-0.5": 0.996154, @@ -2762,14 +2762,14 @@ Results of the model in various experiments on different datasets. \ }, "ankle_left": { "count": 777, - "mean": 0.049656, - "median": 0.046333, - "std": 0.015782, - "sem": 0.000567, - "min": 0.014965, - "max": 0.208071, - "recall-0.025": 0.007692, - "recall-0.05": 0.634615, + "mean": 0.049663, + "median": 0.046727, + "std": 0.014928, + "sem": 0.000536, + "min": 0.014128, + "max": 0.175912, + "recall-0.025": 0.008974, + "recall-0.05": 0.638462, "recall-0.1": 0.980769, "recall-0.15": 0.99359, "recall-0.25": 0.996154, @@ -2778,14 +2778,14 @@ Results of the model in various experiments on different datasets. \ }, "ankle_right": { "count": 777, - "mean": 0.034325, - "median": 0.030186, - "std": 0.016032, - "sem": 0.000576, - "min": 0.007554, - "max": 0.173272, - "recall-0.025": 0.305128, - "recall-0.05": 0.869231, + "mean": 0.034199, + "median": 0.030212, + "std": 0.015583, + "sem": 0.000559, + "min": 0.007645, + "max": 0.160324, + "recall-0.025": 0.292308, + "recall-0.05": 0.870513, "recall-0.1": 0.99359, "recall-0.15": 0.994872, "recall-0.25": 0.996154, @@ -2794,18 +2794,18 @@ Results of the model in various experiments on different datasets. \ }, "joint_recalls": { "num_labels": 10140, - "recall-0.025": 0.0784, - "recall-0.05": 0.44527, - "recall-0.1": 0.90197, - "recall-0.15": 0.98314, - "recall-0.25": 0.99191, - "recall-0.5": 0.99507 + "recall-0.025": 0.07219, + "recall-0.05": 0.44734, + "recall-0.1": 0.90207, + "recall-0.15": 0.9859, + "recall-0.25": 0.99418, + "recall-0.5": 0.99517 } } { "total_parts": 10920, - "correct_parts": 10718, - "pcp": 0.981502 + "correct_parts": 10778, + "pcp": 0.986996 } ``` @@ -2813,26 +2813,26 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.107502, - "demosaicing": 0.00283729, - "avg_time_2d": 0.0181046, - "avg_time_3d": 0.000172954, - "fps": 47.3601 + "img_loading": 0.111384, + "demosaicing": 0.0028934, + "avg_time_2d": 0.0182718, + "avg_time_3d": 0.000173656, + "fps": 46.8629 } { "triangulator_calls": 210, - "init_time": 3.17945e-06, - "undistort_time": 1.63248e-05, - "project_time": 2.83689e-06, - "match_time": 1.00995e-05, - "pairs_time": 5.91732e-06, - "pair_scoring_time": 4.17872e-05, - "grouping_time": 8.15357e-06, - "full_time": 4.9209e-05, - "merge_time": 1.87054e-05, - "post_time": 7.03514e-06, - "convert_time": 1.33229e-07, - "total_time": 0.00016362 + "init_time": 3.00196e-06, + "undistort_time": 1.60722e-05, + "project_time": 2.8304e-06, + "match_time": 9.96175e-06, + "pairs_time": 5.76251e-06, + "pair_scoring_time": 4.08175e-05, + "grouping_time": 7.69874e-06, + "full_time": 4.87778e-05, + "merge_time": 2.09705e-05, + "post_time": 7.89212e-06, + "convert_time": 1.28324e-07, + "total_time": 0.000164149 } { "person_nums": { @@ -2851,37 +2851,37 @@ Results of the model in various experiments on different datasets. \ }, "mpjpe": { "count": 630, - "mean": 0.053264, - "median": 0.049206, - "std": 0.017551, - "sem": 0.0007, - "min": 0.030486, - "max": 0.139071, + "mean": 0.052815, + "median": 0.048901, + "std": 0.017768, + "sem": 0.000708, + "min": 0.030026, + "max": 0.140544, "recall-0.025": 0.0, - "recall-0.05": 0.526984, - "recall-0.1": 0.955556, + "recall-0.05": 0.547619, + "recall-0.1": 0.957143, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630, "ap-0.025": 0.0, - "ap-0.05": 0.311092, - "ap-0.1": 0.928198, + "ap-0.05": 0.361138, + "ap-0.1": 0.948655, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 598, - "mean": 0.039975, - "median": 0.037984, - "std": 0.012912, - "sem": 0.000528, - "min": 0.012896, - "max": 0.116056, - "recall-0.025": 0.09699, - "recall-0.05": 0.792642, - "recall-0.1": 0.998328, + "mean": 0.039486, + "median": 0.037585, + "std": 0.012351, + "sem": 0.000505, + "min": 0.015282, + "max": 0.093636, + "recall-0.025": 0.100334, + "recall-0.05": 0.802676, + "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -2889,15 +2889,15 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_left": { "count": 630, - "mean": 0.059288, - "median": 0.056736, - "std": 0.018282, - "sem": 0.000729, - "min": 0.019823, - "max": 0.144114, - "recall-0.025": 0.012698, - "recall-0.05": 0.322222, - "recall-0.1": 0.980952, + "mean": 0.059002, + "median": 0.05653, + "std": 0.01806, + "sem": 0.00072, + "min": 0.021049, + "max": 0.13335, + "recall-0.025": 0.009524, + "recall-0.05": 0.347619, + "recall-0.1": 0.988889, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -2905,15 +2905,15 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 630, - "mean": 0.061464, - "median": 0.060303, - "std": 0.019566, - "sem": 0.00078, - "min": 0.016616, - "max": 0.129988, + "mean": 0.061351, + "median": 0.060799, + "std": 0.019246, + "sem": 0.000767, + "min": 0.015158, + "max": 0.129927, "recall-0.025": 0.004762, - "recall-0.05": 0.326984, - "recall-0.1": 0.953968, + "recall-0.05": 0.336508, + "recall-0.1": 0.965079, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -2921,79 +2921,79 @@ Results of the model in various experiments on different datasets. \ }, "elbow_left": { "count": 630, - "mean": 0.050374, - "median": 0.047939, - "std": 0.02017, - "sem": 0.000804, - "min": 0.005532, - "max": 0.149499, - "recall-0.025": 0.066667, - "recall-0.05": 0.555556, - "recall-0.1": 0.980952, - "recall-0.15": 1.0, + "mean": 0.049613, + "median": 0.046687, + "std": 0.019794, + "sem": 0.000789, + "min": 0.004776, + "max": 0.150097, + "recall-0.025": 0.063492, + "recall-0.05": 0.580952, + "recall-0.1": 0.979365, + "recall-0.15": 0.998413, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_right": { "count": 629, - "mean": 0.052235, - "median": 0.047694, - "std": 0.028777, - "sem": 0.001148, - "min": 0.005348, - "max": 0.201518, - "recall-0.025": 0.112878, - "recall-0.05": 0.570747, - "recall-0.1": 0.934817, - "recall-0.15": 0.982512, + "mean": 0.049365, + "median": 0.046448, + "std": 0.02426, + "sem": 0.000968, + "min": 0.00534, + "max": 0.167672, + "recall-0.025": 0.127186, + "recall-0.05": 0.588235, + "recall-0.1": 0.952305, + "recall-0.15": 0.99682, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "wrist_left": { "count": 630, - "mean": 0.047149, - "median": 0.041593, - "std": 0.026116, - "sem": 0.001041, - "min": 0.003699, - "max": 0.219096, - "recall-0.025": 0.150794, - "recall-0.05": 0.657143, - "recall-0.1": 0.957143, - "recall-0.15": 0.992063, + "mean": 0.046092, + "median": 0.040675, + "std": 0.024539, + "sem": 0.000978, + "min": 0.004704, + "max": 0.17701, + "recall-0.025": 0.155556, + "recall-0.05": 0.660317, + "recall-0.1": 0.960317, + "recall-0.15": 0.995238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "wrist_right": { "count": 625, - "mean": 0.052725, - "median": 0.04803, - "std": 0.025831, - "sem": 0.001034, - "min": 0.003803, - "max": 0.223356, - "recall-0.025": 0.0752, - "recall-0.05": 0.5344, - "recall-0.1": 0.9552, - "recall-0.15": 0.9936, + "mean": 0.050809, + "median": 0.046546, + "std": 0.023783, + "sem": 0.000952, + "min": 0.007026, + "max": 0.225441, + "recall-0.025": 0.0896, + "recall-0.05": 0.5648, + "recall-0.1": 0.9632, + "recall-0.15": 0.9984, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 625 }, "hip_left": { "count": 630, - "mean": 0.051742, - "median": 0.048997, - "std": 0.020868, - "sem": 0.000832, - "min": 0.003514, - "max": 0.145202, - "recall-0.025": 0.071429, - "recall-0.05": 0.522222, - "recall-0.1": 0.969841, + "mean": 0.052212, + "median": 0.048901, + "std": 0.021367, + "sem": 0.000852, + "min": 0.004154, + "max": 0.146755, + "recall-0.025": 0.05873, + "recall-0.05": 0.525397, + "recall-0.1": 0.966667, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -3001,15 +3001,15 @@ Results of the model in various experiments on different datasets. \ }, "hip_right": { "count": 629, - "mean": 0.052231, - "median": 0.049906, - "std": 0.023457, - "sem": 0.000936, - "min": 0.006901, - "max": 0.129598, - "recall-0.025": 0.119237, - "recall-0.05": 0.503975, - "recall-0.1": 0.952305, + "mean": 0.053057, + "median": 0.049733, + "std": 0.023992, + "sem": 0.000957, + "min": 0.00992, + "max": 0.129218, + "recall-0.025": 0.112878, + "recall-0.05": 0.502385, + "recall-0.1": 0.955485, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -3017,31 +3017,31 @@ Results of the model in various experiments on different datasets. \ }, "knee_left": { "count": 628, - "mean": 0.047512, - "median": 0.036051, - "std": 0.045449, - "sem": 0.001815, - "min": 0.007924, - "max": 0.367366, - "recall-0.025": 0.229299, - "recall-0.05": 0.707006, - "recall-0.1": 0.941083, - "recall-0.15": 0.964968, + "mean": 0.047937, + "median": 0.036391, + "std": 0.04679, + "sem": 0.001869, + "min": 0.007665, + "max": 0.367525, + "recall-0.025": 0.230892, + "recall-0.05": 0.719745, + "recall-0.1": 0.93949, + "recall-0.15": 0.958599, "recall-0.25": 0.984076, "recall-0.5": 1.0, "num_labels": 628 }, "knee_right": { "count": 629, - "mean": 0.054935, - "median": 0.037564, - "std": 0.071625, - "sem": 0.002858, - "min": 0.003958, - "max": 0.495684, - "recall-0.025": 0.211447, - "recall-0.05": 0.72337, - "recall-0.1": 0.937997, + "mean": 0.055058, + "median": 0.037973, + "std": 0.071747, + "sem": 0.002863, + "min": 0.004541, + "max": 0.495748, + "recall-0.025": 0.214626, + "recall-0.05": 0.715421, + "recall-0.1": 0.934817, "recall-0.15": 0.952305, "recall-0.25": 0.957075, "recall-0.5": 1.0, @@ -3049,14 +3049,14 @@ Results of the model in various experiments on different datasets. \ }, "ankle_left": { "count": 619, - "mean": 0.057506, - "median": 0.04289, - "std": 0.070306, - "sem": 0.002828, - "min": 0.007568, - "max": 0.487523, - "recall-0.025": 0.084006, - "recall-0.05": 0.680129, + "mean": 0.057175, + "median": 0.043069, + "std": 0.069817, + "sem": 0.002808, + "min": 0.010858, + "max": 0.487315, + "recall-0.025": 0.092084, + "recall-0.05": 0.678514, "recall-0.1": 0.951535, "recall-0.15": 0.959612, "recall-0.25": 0.966074, @@ -3065,13 +3065,13 @@ Results of the model in various experiments on different datasets. \ }, "ankle_right": { "count": 602, - "mean": 0.047183, - "median": 0.041684, - "std": 0.044559, - "sem": 0.001818, - "min": 0.005996, - "max": 0.453644, - "recall-0.025": 0.170418, + "mean": 0.047174, + "median": 0.041546, + "std": 0.044345, + "sem": 0.001809, + "min": 0.004139, + "max": 0.447056, + "recall-0.025": 0.173633, "recall-0.05": 0.694534, "recall-0.1": 0.940514, "recall-0.15": 0.951768, @@ -3081,18 +3081,18 @@ Results of the model in various experiments on different datasets. \ }, "joint_recalls": { "num_labels": 8129, - "recall-0.025": 0.10764, - "recall-0.05": 0.58187, - "recall-0.1": 0.95707, - "recall-0.15": 0.98376, + "recall-0.025": 0.10936, + "recall-0.05": 0.59183, + "recall-0.1": 0.96039, + "recall-0.15": 0.98487, "recall-0.25": 0.98917, "recall-0.5": 0.99754 } } { "total_parts": 8725, - "correct_parts": 8596, - "pcp": 0.985215 + "correct_parts": 8613, + "pcp": 0.987163 } ``` @@ -3102,26 +3102,26 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.0237961, - "demosaicing": 0.000614795, - "avg_time_2d": 0.00829619, - "avg_time_3d": 3.31439e-05, - "fps": 111.805 + "img_loading": 0.023819, + "demosaicing": 0.000592636, + "avg_time_2d": 0.00836484, + "avg_time_3d": 3.39228e-05, + "fps": 111.217 } { "triangulator_calls": 200, - "init_time": 2.38789e-06, - "undistort_time": 3.87026e-06, - "project_time": 1.6185e-08, - "match_time": 1.6255e-08, - "pairs_time": 1.95465e-07, - "pair_scoring_time": 5.95505e-06, - "grouping_time": 9.36885e-07, - "full_time": 7.57055e-06, - "merge_time": 3.17569e-06, - "post_time": 4.01471e-06, - "convert_time": 5.971e-08, - "total_time": 2.84365e-05 + "init_time": 2.32901e-06, + "undistort_time": 3.80476e-06, + "project_time": 1.5805e-08, + "match_time": 1.6475e-08, + "pairs_time": 1.94975e-07, + "pair_scoring_time": 5.96606e-06, + "grouping_time": 1.01088e-06, + "full_time": 7.36997e-06, + "merge_time": 3.18934e-06, + "post_time": 4.69211e-06, + "convert_time": 5.8275e-08, + "total_time": 2.88801e-05 } { "person_nums": { @@ -3140,12 +3140,12 @@ Results of the model in various experiments on different datasets. \ }, "mpjpe": { "count": 200, - "mean": 0.023425, - "median": 0.021578, - "std": 0.010126, - "sem": 0.000718, - "min": 0.011623, - "max": 0.093708, + "mean": 0.023651, + "median": 0.022282, + "std": 0.008704, + "sem": 0.000617, + "min": 0.010617, + "max": 0.07701, "recall-0.025": 0.67, "recall-0.05": 0.985, "recall-0.1": 1.0, @@ -3153,8 +3153,8 @@ Results of the model in various experiments on different datasets. \ "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, - "ap-0.025": 0.589809, - "ap-0.05": 0.984181, + "ap-0.025": 0.587964, + "ap-0.05": 0.984394, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, @@ -3162,30 +3162,30 @@ Results of the model in various experiments on different datasets. \ }, "nose": { "count": 200, - "mean": 0.038895, - "median": 0.030352, - "std": 0.030467, - "sem": 0.00216, - "min": 0.004392, - "max": 0.237499, - "recall-0.025": 0.41, - "recall-0.05": 0.765, - "recall-0.1": 0.96, - "recall-0.15": 0.995, + "mean": 0.037471, + "median": 0.025849, + "std": 0.033736, + "sem": 0.002391, + "min": 0.003578, + "max": 0.182061, + "recall-0.025": 0.48, + "recall-0.05": 0.77, + "recall-0.1": 0.92, + "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, - "mean": 0.018108, - "median": 0.015435, - "std": 0.011095, - "sem": 0.000787, - "min": 0.00323, - "max": 0.070588, - "recall-0.025": 0.82, - "recall-0.05": 0.98, + "mean": 0.019542, + "median": 0.016913, + "std": 0.011441, + "sem": 0.000811, + "min": 0.003239, + "max": 0.068476, + "recall-0.025": 0.75, + "recall-0.05": 0.97, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -3194,14 +3194,14 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 200, - "mean": 0.022008, - "median": 0.019454, - "std": 0.012077, - "sem": 0.000856, - "min": 0.004411, - "max": 0.078211, - "recall-0.025": 0.65, - "recall-0.05": 0.965, + "mean": 0.024473, + "median": 0.022001, + "std": 0.013062, + "sem": 0.000926, + "min": 0.003333, + "max": 0.089912, + "recall-0.025": 0.6, + "recall-0.05": 0.945, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -3210,14 +3210,14 @@ Results of the model in various experiments on different datasets. \ }, "elbow_left": { "count": 200, - "mean": 0.0159, - "median": 0.012776, - "std": 0.012186, - "sem": 0.000864, - "min": 0.00209, - "max": 0.087905, - "recall-0.025": 0.85, - "recall-0.05": 0.98, + "mean": 0.016917, + "median": 0.014005, + "std": 0.012098, + "sem": 0.000858, + "min": 0.002057, + "max": 0.083023, + "recall-0.025": 0.825, + "recall-0.05": 0.975, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -3226,14 +3226,14 @@ Results of the model in various experiments on different datasets. \ }, "elbow_right": { "count": 200, - "mean": 0.021065, - "median": 0.01403, - "std": 0.020542, - "sem": 0.001456, - "min": 0.001823, - "max": 0.121785, - "recall-0.025": 0.74, - "recall-0.05": 0.93, + "mean": 0.021862, + "median": 0.016362, + "std": 0.01859, + "sem": 0.001318, + "min": 0.001919, + "max": 0.113716, + "recall-0.025": 0.68, + "recall-0.05": 0.925, "recall-0.1": 0.99, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -3242,62 +3242,62 @@ Results of the model in various experiments on different datasets. \ }, "wrist_left": { "count": 200, - "mean": 0.025765, - "median": 0.018359, - "std": 0.030487, - "sem": 0.002161, - "min": 0.002177, - "max": 0.285894, - "recall-0.025": 0.67, - "recall-0.05": 0.9, + "mean": 0.024778, + "median": 0.017865, + "std": 0.032387, + "sem": 0.002296, + "min": 0.000992, + "max": 0.31434, + "recall-0.025": 0.675, + "recall-0.05": 0.935, "recall-0.1": 0.985, - "recall-0.15": 0.99, - "recall-0.25": 0.995, + "recall-0.15": 0.985, + "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, - "mean": 0.029113, - "median": 0.021614, - "std": 0.023181, - "sem": 0.001643, - "min": 0.001235, - "max": 0.11765, - "recall-0.025": 0.54, - "recall-0.05": 0.85, - "recall-0.1": 0.98, - "recall-0.15": 1.0, + "mean": 0.027136, + "median": 0.020619, + "std": 0.023658, + "sem": 0.001677, + "min": 0.001005, + "max": 0.184163, + "recall-0.025": 0.625, + "recall-0.05": 0.885, + "recall-0.1": 0.985, + "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, - "mean": 0.030934, - "median": 0.028988, - "std": 0.016146, - "sem": 0.001145, - "min": 0.003583, - "max": 0.101141, - "recall-0.025": 0.42, - "recall-0.05": 0.9, + "mean": 0.033183, + "median": 0.029266, + "std": 0.018397, + "sem": 0.001304, + "min": 0.007033, + "max": 0.150463, + "recall-0.025": 0.355, + "recall-0.05": 0.825, "recall-0.1": 0.995, - "recall-0.15": 1.0, + "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_right": { "count": 200, - "mean": 0.030239, - "median": 0.027913, - "std": 0.014084, - "sem": 0.000998, - "min": 0.002849, - "max": 0.079303, - "recall-0.025": 0.415, - "recall-0.05": 0.905, + "mean": 0.030501, + "median": 0.029556, + "std": 0.01442, + "sem": 0.001022, + "min": 0.002675, + "max": 0.075937, + "recall-0.025": 0.37, + "recall-0.05": 0.9, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -3306,82 +3306,82 @@ Results of the model in various experiments on different datasets. \ }, "knee_left": { "count": 200, - "mean": 0.02016, - "median": 0.014306, - "std": 0.027052, - "sem": 0.001918, - "min": 0.002161, - "max": 0.324628, + "mean": 0.021163, + "median": 0.014626, + "std": 0.028913, + "sem": 0.00205, + "min": 0.002767, + "max": 0.277156, "recall-0.025": 0.78, - "recall-0.05": 0.965, - "recall-0.1": 0.985, - "recall-0.15": 0.995, + "recall-0.05": 0.96, + "recall-0.1": 0.975, + "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { "count": 200, - "mean": 0.018237, - "median": 0.013708, - "std": 0.031105, - "sem": 0.002205, - "min": 0.001313, - "max": 0.425741, - "recall-0.025": 0.855, - "recall-0.05": 0.965, - "recall-0.1": 0.995, + "mean": 0.017396, + "median": 0.013855, + "std": 0.01809, + "sem": 0.001282, + "min": 0.001389, + "max": 0.180907, + "recall-0.025": 0.83, + "recall-0.05": 0.985, + "recall-0.1": 0.99, "recall-0.15": 0.995, - "recall-0.25": 0.995, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, - "mean": 0.015519, - "median": 0.010472, - "std": 0.025892, - "sem": 0.001835, - "min": 0.002508, - "max": 0.327614, - "recall-0.025": 0.9, - "recall-0.05": 0.97, - "recall-0.1": 0.99, + "mean": 0.015375, + "median": 0.011036, + "std": 0.023223, + "sem": 0.001646, + "min": 0.001616, + "max": 0.260494, + "recall-0.025": 0.93, + "recall-0.05": 0.975, + "recall-0.1": 0.985, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { - "count": 199, - "mean": 0.016143, - "median": 0.01016, - "std": 0.028275, - "sem": 0.002009, - "min": 0.000578, - "max": 0.34853, - "recall-0.025": 0.875, - "recall-0.05": 0.96, - "recall-0.1": 0.98, + "count": 200, + "mean": 0.017668, + "median": 0.010219, + "std": 0.031758, + "sem": 0.002251, + "min": 0.00132, + "max": 0.333612, + "recall-0.025": 0.885, + "recall-0.05": 0.955, + "recall-0.1": 0.975, "recall-0.15": 0.99, - "recall-0.25": 0.99, - "recall-0.5": 0.995, + "recall-0.25": 0.995, + "recall-0.5": 1.0, "num_labels": 200 }, "joint_recalls": { "num_labels": 2600, - "recall-0.025": 0.68654, - "recall-0.05": 0.92577, - "recall-0.1": 0.98923, - "recall-0.15": 0.99692, - "recall-0.25": 0.99769, - "recall-0.5": 0.99962 + "recall-0.025": 0.67577, + "recall-0.05": 0.92346, + "recall-0.1": 0.98462, + "recall-0.15": 0.995, + "recall-0.25": 0.99808, + "recall-0.5": 1.0 } } { "total_parts": 2800, - "correct_parts": 2794, - "pcp": 0.997857 + "correct_parts": 2796, + "pcp": 0.998571 } ``` @@ -3389,26 +3389,26 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.0241492, - "demosaicing": 0.00057554, - "avg_time_2d": 0.0115831, - "avg_time_3d": 0.000118674, - "fps": 81.4512 + "img_loading": 0.0235073, + "demosaicing": 0.000589444, + "avg_time_2d": 0.0116123, + "avg_time_3d": 0.000121054, + "fps": 81.1505 } { "triangulator_calls": 200, - "init_time": 2.77747e-06, - "undistort_time": 2.5475e-05, - "project_time": 1.637e-08, - "match_time": 1.6225e-08, - "pairs_time": 2.03795e-07, - "pair_scoring_time": 6.2579e-06, - "grouping_time": 1.07397e-06, - "full_time": 4.49342e-05, - "merge_time": 1.65571e-05, - "post_time": 1.6264e-05, - "convert_time": 3.41155e-07, - "total_time": 0.000114155 + "init_time": 2.67115e-06, + "undistort_time": 2.52513e-05, + "project_time": 1.555e-08, + "match_time": 1.642e-08, + "pairs_time": 1.9683e-07, + "pair_scoring_time": 5.97079e-06, + "grouping_time": 9.66385e-07, + "full_time": 4.41648e-05, + "merge_time": 1.4283e-05, + "post_time": 2.2505e-05, + "convert_time": 2.6854e-07, + "total_time": 0.000116544 } { "person_nums": { @@ -3427,53 +3427,53 @@ Results of the model in various experiments on different datasets. \ }, "mpjpe": { "count": 200, - "mean": 0.045839, - "median": 0.041044, - "std": 0.018224, - "sem": 0.001292, - "min": 0.018554, - "max": 0.177081, - "recall-0.025": 0.03, - "recall-0.05": 0.695, - "recall-0.1": 0.99, - "recall-0.15": 0.995, + "mean": 0.04567, + "median": 0.042488, + "std": 0.01579, + "sem": 0.001119, + "min": 0.02021, + "max": 0.097066, + "recall-0.025": 0.025, + "recall-0.05": 0.715, + "recall-0.1": 1.0, + "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, - "ap-0.025": 0.012146, - "ap-0.05": 0.597844, - "ap-0.1": 0.989062, - "ap-0.15": 0.99495, + "ap-0.025": 0.01062, + "ap-0.05": 0.62701, + "ap-0.1": 1.0, + "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, - "mean": 0.045755, - "median": 0.035801, - "std": 0.035473, - "sem": 0.002515, - "min": 0.002662, - "max": 0.210824, - "recall-0.025": 0.365, - "recall-0.05": 0.68, - "recall-0.1": 0.92, - "recall-0.15": 0.985, + "mean": 0.047652, + "median": 0.031058, + "std": 0.040438, + "sem": 0.002867, + "min": 0.003116, + "max": 0.214291, + "recall-0.025": 0.41, + "recall-0.05": 0.665, + "recall-0.1": 0.86, + "recall-0.15": 0.98, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "eye_left": { "count": 200, - "mean": 0.038293, - "median": 0.032261, - "std": 0.027538, - "sem": 0.001952, - "min": 0.002148, - "max": 0.239931, - "recall-0.025": 0.33, - "recall-0.05": 0.79, - "recall-0.1": 0.975, + "mean": 0.039569, + "median": 0.027184, + "std": 0.032373, + "sem": 0.002295, + "min": 0.006846, + "max": 0.176459, + "recall-0.025": 0.445, + "recall-0.05": 0.77, + "recall-0.1": 0.925, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -3481,47 +3481,47 @@ Results of the model in various experiments on different datasets. \ }, "eye_right": { "count": 200, - "mean": 0.045095, - "median": 0.037406, - "std": 0.030598, - "sem": 0.002169, - "min": 0.000655, - "max": 0.179849, - "recall-0.025": 0.315, - "recall-0.05": 0.65, - "recall-0.1": 0.95, - "recall-0.15": 0.99, + "mean": 0.045434, + "median": 0.032483, + "std": 0.036927, + "sem": 0.002618, + "min": 0.003578, + "max": 0.213848, + "recall-0.025": 0.405, + "recall-0.05": 0.64, + "recall-0.1": 0.915, + "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_left": { "count": 200, - "mean": 0.029727, - "median": 0.023129, - "std": 0.025502, - "sem": 0.001808, - "min": 0.002975, - "max": 0.249719, - "recall-0.025": 0.565, - "recall-0.05": 0.89, - "recall-0.1": 0.975, - "recall-0.15": 0.995, + "mean": 0.030034, + "median": 0.024802, + "std": 0.023356, + "sem": 0.001656, + "min": 0.004202, + "max": 0.219616, + "recall-0.025": 0.515, + "recall-0.05": 0.855, + "recall-0.1": 0.99, + "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_right": { "count": 200, - "mean": 0.039717, - "median": 0.036127, - "std": 0.024085, - "sem": 0.001707, - "min": 0.005628, - "max": 0.139574, - "recall-0.025": 0.335, - "recall-0.05": 0.71, - "recall-0.1": 0.98, + "mean": 0.043015, + "median": 0.039425, + "std": 0.026459, + "sem": 0.001876, + "min": 0.002505, + "max": 0.138899, + "recall-0.025": 0.295, + "recall-0.05": 0.63, + "recall-0.1": 0.97, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -3529,15 +3529,15 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_left": { "count": 200, - "mean": 0.021606, - "median": 0.017082, - "std": 0.015722, - "sem": 0.001114, - "min": 0.001833, - "max": 0.12341, - "recall-0.025": 0.7, - "recall-0.05": 0.965, - "recall-0.1": 0.99, + "mean": 0.023877, + "median": 0.021513, + "std": 0.014109, + "sem": 0.001, + "min": 0.002461, + "max": 0.104549, + "recall-0.025": 0.63, + "recall-0.05": 0.95, + "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -3545,14 +3545,14 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 200, - "mean": 0.025795, - "median": 0.022461, - "std": 0.01491, - "sem": 0.001057, - "min": 0.002438, - "max": 0.085994, + "mean": 0.02695, + "median": 0.0233, + "std": 0.014795, + "sem": 0.001049, + "min": 0.004178, + "max": 0.072909, "recall-0.025": 0.545, - "recall-0.05": 0.93, + "recall-0.05": 0.905, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -3561,13 +3561,13 @@ Results of the model in various experiments on different datasets. \ }, "elbow_left": { "count": 200, - "mean": 0.020566, - "median": 0.016808, - "std": 0.020055, - "sem": 0.001422, - "min": 0.000675, - "max": 0.192985, - "recall-0.025": 0.76, + "mean": 0.021677, + "median": 0.016634, + "std": 0.023216, + "sem": 0.001646, + "min": 0.002008, + "max": 0.247412, + "recall-0.025": 0.73, "recall-0.05": 0.95, "recall-0.1": 0.99, "recall-0.15": 0.99, @@ -3577,63 +3577,63 @@ Results of the model in various experiments on different datasets. \ }, "elbow_right": { "count": 200, - "mean": 0.025114, - "median": 0.016142, - "std": 0.026378, - "sem": 0.00187, - "min": 0.001489, - "max": 0.261819, - "recall-0.025": 0.66, - "recall-0.05": 0.89, - "recall-0.1": 0.98, - "recall-0.15": 0.995, - "recall-0.25": 0.995, + "mean": 0.024505, + "median": 0.017624, + "std": 0.019537, + "sem": 0.001385, + "min": 0.003031, + "max": 0.103508, + "recall-0.025": 0.67, + "recall-0.05": 0.9, + "recall-0.1": 0.99, + "recall-0.15": 1.0, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_left": { - "count": 199, - "mean": 0.026292, - "median": 0.017381, - "std": 0.032203, - "sem": 0.002289, - "min": 0.002734, - "max": 0.339517, - "recall-0.025": 0.67, - "recall-0.05": 0.905, + "count": 200, + "mean": 0.027435, + "median": 0.017966, + "std": 0.029582, + "sem": 0.002097, + "min": 0.003329, + "max": 0.23237, + "recall-0.025": 0.645, + "recall-0.05": 0.895, "recall-0.1": 0.97, - "recall-0.15": 0.985, - "recall-0.25": 0.99, - "recall-0.5": 0.995, + "recall-0.15": 0.98, + "recall-0.25": 1.0, + "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, - "mean": 0.034782, - "median": 0.022866, - "std": 0.046177, - "sem": 0.003273, - "min": 0.004288, - "max": 0.44586, - "recall-0.025": 0.555, - "recall-0.05": 0.835, + "mean": 0.036665, + "median": 0.022618, + "std": 0.048261, + "sem": 0.003421, + "min": 0.002976, + "max": 0.371082, + "recall-0.025": 0.575, + "recall-0.05": 0.825, "recall-0.1": 0.95, - "recall-0.15": 0.98, - "recall-0.25": 0.985, + "recall-0.15": 0.97, + "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, - "mean": 0.03126, - "median": 0.025798, - "std": 0.021396, - "sem": 0.001517, - "min": 0.004306, - "max": 0.178362, - "recall-0.025": 0.48, - "recall-0.05": 0.885, - "recall-0.1": 0.985, + "mean": 0.035064, + "median": 0.029984, + "std": 0.022685, + "sem": 0.001608, + "min": 0.005819, + "max": 0.176941, + "recall-0.025": 0.38, + "recall-0.05": 0.815, + "recall-0.1": 0.98, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -3641,30 +3641,30 @@ Results of the model in various experiments on different datasets. \ }, "hip_right": { "count": 200, - "mean": 0.032057, - "median": 0.027601, - "std": 0.021452, - "sem": 0.001521, - "min": 0.002544, - "max": 0.162988, - "recall-0.025": 0.445, - "recall-0.05": 0.865, - "recall-0.1": 0.975, - "recall-0.15": 0.995, + "mean": 0.033735, + "median": 0.030102, + "std": 0.018224, + "sem": 0.001292, + "min": 0.00097, + "max": 0.117044, + "recall-0.025": 0.38, + "recall-0.05": 0.85, + "recall-0.1": 0.995, + "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_left": { "count": 200, - "mean": 0.019516, - "median": 0.015506, - "std": 0.020298, - "sem": 0.001439, - "min": 0.000968, - "max": 0.18749, - "recall-0.025": 0.795, - "recall-0.05": 0.97, + "mean": 0.020595, + "median": 0.015311, + "std": 0.021856, + "sem": 0.001549, + "min": 0.002048, + "max": 0.197537, + "recall-0.025": 0.76, + "recall-0.05": 0.945, "recall-0.1": 0.98, "recall-0.15": 0.995, "recall-0.25": 1.0, @@ -3673,95 +3673,95 @@ Results of the model in various experiments on different datasets. \ }, "knee_right": { "count": 200, - "mean": 0.022347, - "median": 0.014067, - "std": 0.035612, - "sem": 0.002524, - "min": 0.002061, - "max": 0.302481, - "recall-0.025": 0.8, - "recall-0.05": 0.95, - "recall-0.1": 0.97, - "recall-0.15": 0.98, - "recall-0.25": 0.995, + "mean": 0.021333, + "median": 0.015069, + "std": 0.024815, + "sem": 0.001759, + "min": 0.002367, + "max": 0.216081, + "recall-0.025": 0.81, + "recall-0.05": 0.94, + "recall-0.1": 0.975, + "recall-0.15": 0.995, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, - "mean": 0.016273, - "median": 0.011893, - "std": 0.018517, - "sem": 0.001313, - "min": 0.000913, - "max": 0.139885, - "recall-0.025": 0.88, - "recall-0.05": 0.97, - "recall-0.1": 0.985, - "recall-0.15": 1.0, + "mean": 0.017341, + "median": 0.012738, + "std": 0.020491, + "sem": 0.001453, + "min": 0.001469, + "max": 0.155266, + "recall-0.025": 0.865, + "recall-0.05": 0.965, + "recall-0.1": 0.975, + "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { "count": 200, - "mean": 0.016432, - "median": 0.012419, - "std": 0.019382, - "sem": 0.001374, - "min": 0.001168, - "max": 0.170079, - "recall-0.025": 0.88, - "recall-0.05": 0.975, + "mean": 0.017116, + "median": 0.0125, + "std": 0.021011, + "sem": 0.001489, + "min": 0.001497, + "max": 0.193888, + "recall-0.025": 0.86, + "recall-0.05": 0.965, "recall-0.1": 0.985, - "recall-0.15": 0.995, + "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_big_left": { "count": 200, - "mean": 0.026705, - "median": 0.018828, - "std": 0.029572, - "sem": 0.002096, - "min": 0.001798, - "max": 0.241982, - "recall-0.025": 0.64, - "recall-0.05": 0.915, - "recall-0.1": 0.975, + "mean": 0.029415, + "median": 0.019869, + "std": 0.033826, + "sem": 0.002398, + "min": 0.00136, + "max": 0.292789, + "recall-0.025": 0.61, + "recall-0.05": 0.885, + "recall-0.1": 0.965, "recall-0.15": 0.98, - "recall-0.25": 1.0, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_small_left": { - "count": 199, - "mean": 0.022671, - "median": 0.016592, - "std": 0.025675, - "sem": 0.001825, - "min": 0.001595, - "max": 0.188144, - "recall-0.025": 0.75, - "recall-0.05": 0.935, + "count": 200, + "mean": 0.0235, + "median": 0.016685, + "std": 0.03086, + "sem": 0.002188, + "min": 0.001576, + "max": 0.302265, + "recall-0.025": 0.745, + "recall-0.05": 0.945, "recall-0.1": 0.965, - "recall-0.15": 0.975, + "recall-0.15": 0.99, "recall-0.25": 0.995, - "recall-0.5": 0.995, + "recall-0.5": 1.0, "num_labels": 200 }, "foot_heel_left": { "count": 200, - "mean": 0.024226, - "median": 0.017654, - "std": 0.031308, - "sem": 0.002219, - "min": 0.00102, - "max": 0.35233, - "recall-0.025": 0.71, - "recall-0.05": 0.96, - "recall-0.1": 0.975, + "mean": 0.024912, + "median": 0.019353, + "std": 0.027076, + "sem": 0.001919, + "min": 0.001328, + "max": 0.250806, + "recall-0.025": 0.69, + "recall-0.05": 0.955, + "recall-0.1": 0.98, "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 1.0, @@ -3769,191 +3769,191 @@ Results of the model in various experiments on different datasets. \ }, "foot_toe_big_right": { "count": 200, - "mean": 0.028205, - "median": 0.021134, - "std": 0.028764, - "sem": 0.002039, - "min": 0.002084, - "max": 0.199098, - "recall-0.025": 0.63, - "recall-0.05": 0.9, - "recall-0.1": 0.965, + "mean": 0.02901, + "median": 0.02184, + "std": 0.030211, + "sem": 0.002142, + "min": 0.001041, + "max": 0.268712, + "recall-0.025": 0.61, + "recall-0.05": 0.92, + "recall-0.1": 0.96, "recall-0.15": 0.98, - "recall-0.25": 1.0, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_small_right": { "count": 200, - "mean": 0.028089, - "median": 0.020154, - "std": 0.027936, - "sem": 0.00198, - "min": 0.002766, - "max": 0.183346, - "recall-0.025": 0.605, - "recall-0.05": 0.88, - "recall-0.1": 0.97, - "recall-0.15": 0.98, - "recall-0.25": 1.0, + "mean": 0.030329, + "median": 0.020855, + "std": 0.036213, + "sem": 0.002567, + "min": 0.001543, + "max": 0.272089, + "recall-0.025": 0.59, + "recall-0.05": 0.885, + "recall-0.1": 0.965, + "recall-0.15": 0.975, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "foot_heel_right": { "count": 200, - "mean": 0.023508, - "median": 0.017734, - "std": 0.022694, - "sem": 0.001609, - "min": 0.00082, - "max": 0.15865, - "recall-0.025": 0.695, - "recall-0.05": 0.935, + "mean": 0.024686, + "median": 0.018502, + "std": 0.024944, + "sem": 0.001768, + "min": 0.002751, + "max": 0.192564, + "recall-0.025": 0.7, + "recall-0.05": 0.925, "recall-0.1": 0.98, - "recall-0.15": 0.99, + "recall-0.15": 0.98, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_right_1": { "count": 200, - "mean": 0.08428, - "median": 0.072386, - "std": 0.045309, - "sem": 0.003212, - "min": 0.004324, - "max": 0.266005, - "recall-0.025": 0.01, - "recall-0.05": 0.205, - "recall-0.1": 0.725, - "recall-0.15": 0.9, - "recall-0.25": 0.995, + "mean": 0.100806, + "median": 0.086277, + "std": 0.059757, + "sem": 0.004236, + "min": 0.009981, + "max": 0.381206, + "recall-0.025": 0.045, + "recall-0.05": 0.22, + "recall-0.1": 0.575, + "recall-0.15": 0.795, + "recall-0.25": 0.985, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_right_2": { - "count": 199, - "mean": 0.08658, - "median": 0.079815, - "std": 0.048032, - "sem": 0.003414, - "min": 0.003196, - "max": 0.425617, - "recall-0.025": 0.015, - "recall-0.05": 0.19, - "recall-0.1": 0.685, - "recall-0.15": 0.935, - "recall-0.25": 0.98, - "recall-0.5": 0.995, + "count": 200, + "mean": 0.10077, + "median": 0.081581, + "std": 0.056336, + "sem": 0.003994, + "min": 0.016171, + "max": 0.363404, + "recall-0.025": 0.01, + "recall-0.05": 0.165, + "recall-0.1": 0.605, + "recall-0.15": 0.825, + "recall-0.25": 0.985, + "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_right_3": { "count": 200, - "mean": 0.090547, - "median": 0.079663, - "std": 0.051811, - "sem": 0.003673, - "min": 0.003157, - "max": 0.384306, - "recall-0.025": 0.025, - "recall-0.05": 0.2, - "recall-0.1": 0.655, - "recall-0.15": 0.91, + "mean": 0.105189, + "median": 0.089891, + "std": 0.06148, + "sem": 0.004358, + "min": 0.011698, + "max": 0.361765, + "recall-0.025": 0.02, + "recall-0.05": 0.155, + "recall-0.1": 0.57, + "recall-0.15": 0.77, "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_right_4": { "count": 200, - "mean": 0.092356, - "median": 0.078223, - "std": 0.056351, - "sem": 0.003995, - "min": 0.000912, - "max": 0.487402, - "recall-0.025": 0.02, - "recall-0.05": 0.19, - "recall-0.1": 0.63, - "recall-0.15": 0.89, - "recall-0.25": 0.99, + "mean": 0.111188, + "median": 0.098492, + "std": 0.06834, + "sem": 0.004845, + "min": 0.008216, + "max": 0.418485, + "recall-0.025": 0.04, + "recall-0.05": 0.195, + "recall-0.1": 0.505, + "recall-0.15": 0.725, + "recall-0.25": 0.965, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_right_5": { "count": 200, - "mean": 0.084441, - "median": 0.074391, - "std": 0.045402, - "sem": 0.003218, - "min": 0.001246, - "max": 0.253666, - "recall-0.025": 0.03, - "recall-0.05": 0.23, - "recall-0.1": 0.72, - "recall-0.15": 0.895, - "recall-0.25": 0.995, + "mean": 0.106364, + "median": 0.094474, + "std": 0.062977, + "sem": 0.004464, + "min": 0.008237, + "max": 0.32865, + "recall-0.025": 0.055, + "recall-0.05": 0.21, + "recall-0.1": 0.52, + "recall-0.15": 0.71, + "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_right_6": { - "count": 200, - "mean": 0.07402, - "median": 0.059198, - "std": 0.047599, - "sem": 0.003374, - "min": 0.000486, - "max": 0.308462, - "recall-0.025": 0.05, - "recall-0.05": 0.37, - "recall-0.1": 0.765, - "recall-0.15": 0.935, + "count": 199, + "mean": 0.094395, + "median": 0.079471, + "std": 0.060745, + "sem": 0.004317, + "min": 0.002111, + "max": 0.312948, + "recall-0.025": 0.095, + "recall-0.05": 0.305, + "recall-0.1": 0.605, + "recall-0.15": 0.735, "recall-0.25": 0.985, - "recall-0.5": 1.0, + "recall-0.5": 0.995, "num_labels": 200 }, "face_jaw_right_7": { - "count": 199, - "mean": 0.067966, - "median": 0.053192, - "std": 0.047568, - "sem": 0.003381, + "count": 200, + "mean": 0.086687, + "median": 0.073141, + "std": 0.062301, + "sem": 0.004416, "min": 0.003043, - "max": 0.330751, - "recall-0.025": 0.085, - "recall-0.05": 0.445, - "recall-0.1": 0.79, - "recall-0.15": 0.96, - "recall-0.25": 0.98, - "recall-0.5": 0.995, + "max": 0.439512, + "recall-0.025": 0.165, + "recall-0.05": 0.39, + "recall-0.1": 0.62, + "recall-0.15": 0.835, + "recall-0.25": 0.99, + "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_right_8": { - "count": 199, - "mean": 0.055859, - "median": 0.042601, - "std": 0.044075, - "sem": 0.003132, - "min": 0.003785, - "max": 0.310789, - "recall-0.025": 0.165, - "recall-0.05": 0.59, - "recall-0.1": 0.88, - "recall-0.15": 0.965, - "recall-0.25": 0.98, - "recall-0.5": 0.995, + "count": 200, + "mean": 0.070683, + "median": 0.053598, + "std": 0.052587, + "sem": 0.003728, + "min": 0.007072, + "max": 0.298629, + "recall-0.025": 0.22, + "recall-0.05": 0.485, + "recall-0.1": 0.715, + "recall-0.15": 0.915, + "recall-0.25": 0.99, + "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_middle": { "count": 200, - "mean": 0.048662, - "median": 0.037146, - "std": 0.040108, - "sem": 0.002843, - "min": 0.004195, - "max": 0.268656, - "recall-0.025": 0.255, - "recall-0.05": 0.69, - "recall-0.1": 0.915, + "mean": 0.057702, + "median": 0.048632, + "std": 0.044379, + "sem": 0.003146, + "min": 0.006056, + "max": 0.335798, + "recall-0.025": 0.305, + "recall-0.05": 0.515, + "recall-0.1": 0.835, "recall-0.15": 0.975, "recall-0.25": 0.995, "recall-0.5": 1.0, @@ -3961,1646 +3961,1646 @@ Results of the model in various experiments on different datasets. \ }, "face_jaw_left_1": { "count": 200, - "mean": 0.049314, - "median": 0.03907, - "std": 0.034139, - "sem": 0.00242, - "min": 0.004003, - "max": 0.21303, - "recall-0.025": 0.16, - "recall-0.05": 0.67, - "recall-0.1": 0.92, - "recall-0.15": 0.975, - "recall-0.25": 1.0, + "mean": 0.061201, + "median": 0.042841, + "std": 0.051965, + "sem": 0.003684, + "min": 0.00758, + "max": 0.32832, + "recall-0.025": 0.3, + "recall-0.05": 0.57, + "recall-0.1": 0.805, + "recall-0.15": 0.915, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_left_2": { "count": 200, - "mean": 0.056193, - "median": 0.046005, - "std": 0.042357, - "sem": 0.003003, - "min": 0.002667, - "max": 0.275551, - "recall-0.025": 0.205, - "recall-0.05": 0.54, - "recall-0.1": 0.9, - "recall-0.15": 0.955, + "mean": 0.070127, + "median": 0.055077, + "std": 0.055593, + "sem": 0.003941, + "min": 0.002719, + "max": 0.340265, + "recall-0.025": 0.255, + "recall-0.05": 0.475, + "recall-0.1": 0.705, + "recall-0.15": 0.905, "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_left_3": { "count": 200, - "mean": 0.066651, - "median": 0.057109, - "std": 0.041763, - "sem": 0.002961, - "min": 0.002637, - "max": 0.248369, - "recall-0.025": 0.1, - "recall-0.05": 0.415, - "recall-0.1": 0.845, - "recall-0.15": 0.95, - "recall-0.25": 1.0, + "mean": 0.077294, + "median": 0.059244, + "std": 0.05468, + "sem": 0.003876, + "min": 0.005407, + "max": 0.275095, + "recall-0.025": 0.18, + "recall-0.05": 0.425, + "recall-0.1": 0.675, + "recall-0.15": 0.865, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_left_4": { "count": 200, - "mean": 0.071167, - "median": 0.062755, - "std": 0.042727, - "sem": 0.003029, - "min": 0.003239, - "max": 0.235133, - "recall-0.025": 0.095, - "recall-0.05": 0.35, - "recall-0.1": 0.805, - "recall-0.15": 0.93, + "mean": 0.083949, + "median": 0.068776, + "std": 0.058678, + "sem": 0.00416, + "min": 0.00262, + "max": 0.23245, + "recall-0.025": 0.185, + "recall-0.05": 0.375, + "recall-0.1": 0.655, + "recall-0.15": 0.8, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_left_5": { "count": 200, - "mean": 0.071743, - "median": 0.063259, - "std": 0.039799, - "sem": 0.002821, - "min": 0.003125, - "max": 0.24198, - "recall-0.025": 0.07, - "recall-0.05": 0.325, - "recall-0.1": 0.8, - "recall-0.15": 0.945, + "mean": 0.080847, + "median": 0.066897, + "std": 0.057115, + "sem": 0.004049, + "min": 0.002099, + "max": 0.231347, + "recall-0.025": 0.175, + "recall-0.05": 0.37, + "recall-0.1": 0.69, + "recall-0.15": 0.835, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_left_6": { "count": 200, - "mean": 0.068837, - "median": 0.053306, - "std": 0.048518, - "sem": 0.003439, - "min": 0.002999, - "max": 0.366504, - "recall-0.025": 0.07, - "recall-0.05": 0.445, - "recall-0.1": 0.805, - "recall-0.15": 0.94, - "recall-0.25": 0.99, + "mean": 0.069914, + "median": 0.056567, + "std": 0.050772, + "sem": 0.003599, + "min": 0.007855, + "max": 0.217777, + "recall-0.025": 0.185, + "recall-0.05": 0.435, + "recall-0.1": 0.76, + "recall-0.15": 0.89, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_left_7": { "count": 200, - "mean": 0.065593, - "median": 0.053624, - "std": 0.043876, - "sem": 0.00311, - "min": 0.004485, - "max": 0.371, - "recall-0.025": 0.08, - "recall-0.05": 0.475, - "recall-0.1": 0.83, - "recall-0.15": 0.955, + "mean": 0.071611, + "median": 0.056081, + "std": 0.051785, + "sem": 0.003671, + "min": 0.006691, + "max": 0.263077, + "recall-0.025": 0.16, + "recall-0.05": 0.435, + "recall-0.1": 0.775, + "recall-0.15": 0.895, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_jaw_left_8": { "count": 200, - "mean": 0.062407, - "median": 0.04961, - "std": 0.040922, - "sem": 0.002901, - "min": 0.003674, - "max": 0.22717, - "recall-0.025": 0.09, - "recall-0.05": 0.505, - "recall-0.1": 0.86, - "recall-0.15": 0.945, - "recall-0.25": 1.0, + "mean": 0.070724, + "median": 0.057651, + "std": 0.050881, + "sem": 0.003607, + "min": 0.005732, + "max": 0.260885, + "recall-0.025": 0.14, + "recall-0.05": 0.435, + "recall-0.1": 0.755, + "recall-0.15": 0.905, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_eyebrow_right_1": { "count": 200, - "mean": 0.059353, - "median": 0.046564, - "std": 0.046592, - "sem": 0.003303, - "min": 0.004629, - "max": 0.399009, - "recall-0.025": 0.14, - "recall-0.05": 0.545, - "recall-0.1": 0.875, - "recall-0.15": 0.965, - "recall-0.25": 0.99, + "mean": 0.063989, + "median": 0.048765, + "std": 0.047785, + "sem": 0.003387, + "min": 0.003321, + "max": 0.2673, + "recall-0.025": 0.255, + "recall-0.05": 0.53, + "recall-0.1": 0.755, + "recall-0.15": 0.96, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_eyebrow_right_2": { "count": 199, - "mean": 0.059789, - "median": 0.040959, - "std": 0.056451, - "sem": 0.004012, - "min": 0.001877, - "max": 0.355817, - "recall-0.025": 0.26, - "recall-0.05": 0.555, - "recall-0.1": 0.86, - "recall-0.15": 0.935, - "recall-0.25": 0.965, + "mean": 0.054431, + "median": 0.03753, + "std": 0.043371, + "sem": 0.003082, + "min": 0.002469, + "max": 0.205914, + "recall-0.025": 0.33, + "recall-0.05": 0.575, + "recall-0.1": 0.81, + "recall-0.15": 0.97, + "recall-0.25": 0.995, "recall-0.5": 0.995, "num_labels": 200 }, "face_eyebrow_right_3": { "count": 199, - "mean": 0.050935, - "median": 0.037986, - "std": 0.042912, - "sem": 0.00305, - "min": 0.004825, - "max": 0.274373, - "recall-0.025": 0.285, - "recall-0.05": 0.625, - "recall-0.1": 0.895, - "recall-0.15": 0.97, - "recall-0.25": 0.985, + "mean": 0.04738, + "median": 0.03009, + "std": 0.041331, + "sem": 0.002937, + "min": 0.005891, + "max": 0.233247, + "recall-0.025": 0.42, + "recall-0.05": 0.665, + "recall-0.1": 0.845, + "recall-0.15": 0.98, + "recall-0.25": 0.995, "recall-0.5": 0.995, "num_labels": 200 }, "face_eyebrow_right_4": { "count": 200, - "mean": 0.043548, - "median": 0.033088, - "std": 0.037179, - "sem": 0.002636, - "min": 0.00398, - "max": 0.261839, - "recall-0.025": 0.37, - "recall-0.05": 0.68, - "recall-0.1": 0.945, - "recall-0.15": 0.985, - "recall-0.25": 0.99, + "mean": 0.04042, + "median": 0.022879, + "std": 0.037649, + "sem": 0.002669, + "min": 0.002654, + "max": 0.21487, + "recall-0.025": 0.525, + "recall-0.05": 0.705, + "recall-0.1": 0.92, + "recall-0.15": 0.99, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eyebrow_right_5": { "count": 200, - "mean": 0.039123, - "median": 0.029313, - "std": 0.04275, - "sem": 0.00303, - "min": 0.003631, - "max": 0.414208, - "recall-0.025": 0.42, - "recall-0.05": 0.785, - "recall-0.1": 0.945, + "mean": 0.036687, + "median": 0.020147, + "std": 0.038727, + "sem": 0.002745, + "min": 0.001237, + "max": 0.265898, + "recall-0.025": 0.57, + "recall-0.05": 0.755, + "recall-0.1": 0.92, "recall-0.15": 0.985, - "recall-0.25": 0.99, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_eyebrow_left_1": { "count": 200, - "mean": 0.034835, - "median": 0.027213, - "std": 0.032192, - "sem": 0.002282, - "min": 0.003248, - "max": 0.338537, - "recall-0.025": 0.475, - "recall-0.05": 0.805, - "recall-0.1": 0.975, + "mean": 0.033034, + "median": 0.020078, + "std": 0.031319, + "sem": 0.00222, + "min": 0.004177, + "max": 0.1774, + "recall-0.025": 0.605, + "recall-0.05": 0.8, + "recall-0.1": 0.945, "recall-0.15": 0.99, - "recall-0.25": 0.995, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eyebrow_left_2": { "count": 200, - "mean": 0.036701, - "median": 0.026966, - "std": 0.040701, - "sem": 0.002885, - "min": 0.003069, - "max": 0.359904, - "recall-0.025": 0.465, - "recall-0.05": 0.825, + "mean": 0.033616, + "median": 0.019511, + "std": 0.034052, + "sem": 0.002414, + "min": 0.003428, + "max": 0.270658, + "recall-0.025": 0.59, + "recall-0.05": 0.77, "recall-0.1": 0.945, - "recall-0.15": 0.975, + "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_eyebrow_left_3": { "count": 200, - "mean": 0.03712, - "median": 0.026328, - "std": 0.044142, - "sem": 0.003129, - "min": 0.002978, - "max": 0.381105, - "recall-0.025": 0.47, - "recall-0.05": 0.815, - "recall-0.1": 0.94, - "recall-0.15": 0.975, - "recall-0.25": 0.99, + "mean": 0.033342, + "median": 0.020983, + "std": 0.03149, + "sem": 0.002232, + "min": 0.001738, + "max": 0.158501, + "recall-0.025": 0.565, + "recall-0.05": 0.805, + "recall-0.1": 0.945, + "recall-0.15": 0.995, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eyebrow_left_4": { "count": 200, - "mean": 0.039166, - "median": 0.026638, - "std": 0.045918, - "sem": 0.003255, - "min": 0.002721, - "max": 0.349595, - "recall-0.025": 0.42, - "recall-0.05": 0.79, - "recall-0.1": 0.945, - "recall-0.15": 0.975, - "recall-0.25": 0.985, + "mean": 0.03789, + "median": 0.026008, + "std": 0.03445, + "sem": 0.002442, + "min": 0.002842, + "max": 0.166391, + "recall-0.025": 0.495, + "recall-0.05": 0.755, + "recall-0.1": 0.93, + "recall-0.15": 0.985, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eyebrow_left_5": { "count": 200, - "mean": 0.042628, - "median": 0.031482, - "std": 0.046583, - "sem": 0.003302, - "min": 0.002628, - "max": 0.393975, - "recall-0.025": 0.35, - "recall-0.05": 0.735, - "recall-0.1": 0.95, - "recall-0.15": 0.97, - "recall-0.25": 0.99, + "mean": 0.039039, + "median": 0.026809, + "std": 0.03531, + "sem": 0.002503, + "min": 0.003918, + "max": 0.20988, + "recall-0.025": 0.46, + "recall-0.05": 0.76, + "recall-0.1": 0.925, + "recall-0.15": 0.985, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_nose_1": { "count": 200, - "mean": 0.037673, - "median": 0.02937, - "std": 0.034113, - "sem": 0.002418, - "min": 0.002291, + "mean": 0.037826, + "median": 0.023199, + "std": 0.037374, + "sem": 0.002649, + "min": 0.003488, "max": 0.26484, - "recall-0.025": 0.435, - "recall-0.05": 0.785, - "recall-0.1": 0.965, - "recall-0.15": 0.975, + "recall-0.025": 0.55, + "recall-0.05": 0.75, + "recall-0.1": 0.945, + "recall-0.15": 0.985, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_nose_2": { "count": 200, - "mean": 0.037292, - "median": 0.027694, - "std": 0.033355, - "sem": 0.002364, - "min": 0.000916, - "max": 0.25679, - "recall-0.025": 0.445, - "recall-0.05": 0.78, - "recall-0.1": 0.97, + "mean": 0.039461, + "median": 0.024274, + "std": 0.037399, + "sem": 0.002651, + "min": 0.004638, + "max": 0.227019, + "recall-0.025": 0.505, + "recall-0.05": 0.74, + "recall-0.1": 0.91, "recall-0.15": 0.98, - "recall-0.25": 0.995, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_nose_3": { "count": 200, - "mean": 0.040445, - "median": 0.031012, - "std": 0.041809, - "sem": 0.002964, - "min": 0.004669, - "max": 0.470304, - "recall-0.025": 0.38, - "recall-0.05": 0.75, - "recall-0.1": 0.97, + "mean": 0.040273, + "median": 0.025409, + "std": 0.035761, + "sem": 0.002535, + "min": 0.002915, + "max": 0.213016, + "recall-0.025": 0.495, + "recall-0.05": 0.705, + "recall-0.1": 0.925, "recall-0.15": 0.985, - "recall-0.25": 0.995, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_nose_4": { "count": 200, - "mean": 0.039316, - "median": 0.029132, - "std": 0.031887, - "sem": 0.00226, - "min": 0.003224, - "max": 0.205787, - "recall-0.025": 0.415, - "recall-0.05": 0.76, - "recall-0.1": 0.965, - "recall-0.15": 0.985, + "mean": 0.041313, + "median": 0.026701, + "std": 0.035992, + "sem": 0.002551, + "min": 0.001691, + "max": 0.165993, + "recall-0.025": 0.47, + "recall-0.05": 0.705, + "recall-0.1": 0.915, + "recall-0.15": 0.98, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_nose_5": { "count": 200, - "mean": 0.046708, - "median": 0.035015, - "std": 0.041495, - "sem": 0.002941, - "min": 0.004004, - "max": 0.439355, - "recall-0.025": 0.325, - "recall-0.05": 0.68, - "recall-0.1": 0.94, - "recall-0.15": 0.99, - "recall-0.25": 0.995, + "mean": 0.052864, + "median": 0.038686, + "std": 0.042368, + "sem": 0.003003, + "min": 0.005793, + "max": 0.245392, + "recall-0.025": 0.365, + "recall-0.05": 0.56, + "recall-0.1": 0.865, + "recall-0.15": 0.97, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_nose_6": { "count": 200, - "mean": 0.045188, - "median": 0.032576, - "std": 0.043789, - "sem": 0.003104, - "min": 0.00225, - "max": 0.498859, - "recall-0.025": 0.32, - "recall-0.05": 0.695, - "recall-0.1": 0.94, - "recall-0.15": 0.985, - "recall-0.25": 0.995, + "mean": 0.045216, + "median": 0.031177, + "std": 0.035184, + "sem": 0.002494, + "min": 0.00566, + "max": 0.192393, + "recall-0.025": 0.43, + "recall-0.05": 0.625, + "recall-0.1": 0.915, + "recall-0.15": 0.99, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_nose_7": { "count": 200, - "mean": 0.043145, - "median": 0.029258, - "std": 0.047724, - "sem": 0.003383, - "min": 0.003403, - "max": 0.473812, - "recall-0.025": 0.415, - "recall-0.05": 0.73, - "recall-0.1": 0.94, - "recall-0.15": 0.975, - "recall-0.25": 0.99, + "mean": 0.042433, + "median": 0.027386, + "std": 0.037609, + "sem": 0.002666, + "min": 0.00159, + "max": 0.256029, + "recall-0.025": 0.47, + "recall-0.05": 0.69, + "recall-0.1": 0.925, + "recall-0.15": 0.985, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_nose_8": { "count": 200, - "mean": 0.047357, - "median": 0.031068, - "std": 0.048898, - "sem": 0.003466, - "min": 0.002235, - "max": 0.45513, - "recall-0.025": 0.345, + "mean": 0.045658, + "median": 0.029116, + "std": 0.04384, + "sem": 0.003108, + "min": 0.001749, + "max": 0.283015, + "recall-0.025": 0.455, "recall-0.05": 0.69, - "recall-0.1": 0.92, - "recall-0.15": 0.97, + "recall-0.1": 0.895, + "recall-0.15": 0.98, "recall-0.25": 0.985, "recall-0.5": 1.0, "num_labels": 200 }, "face_nose_9": { "count": 200, - "mean": 0.044155, - "median": 0.034267, - "std": 0.033784, - "sem": 0.002395, - "min": 0.002524, - "max": 0.21332, - "recall-0.025": 0.34, - "recall-0.05": 0.715, - "recall-0.1": 0.925, - "recall-0.15": 0.985, + "mean": 0.046345, + "median": 0.030177, + "std": 0.039389, + "sem": 0.002792, + "min": 0.003951, + "max": 0.236896, + "recall-0.025": 0.415, + "recall-0.05": 0.67, + "recall-0.1": 0.87, + "recall-0.15": 0.98, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eye_right_1": { "count": 200, - "mean": 0.054568, - "median": 0.040466, - "std": 0.042424, - "sem": 0.003007, - "min": 0.003621, - "max": 0.383317, - "recall-0.025": 0.2, - "recall-0.05": 0.59, - "recall-0.1": 0.885, - "recall-0.15": 0.965, - "recall-0.25": 0.995, - "recall-0.5": 1.0, - "num_labels": 200 - }, - "face_eye_right_2": { - "count": 200, - "mean": 0.05022, - "median": 0.038581, - "std": 0.041483, - "sem": 0.002941, - "min": 0.002455, - "max": 0.357718, - "recall-0.025": 0.255, - "recall-0.05": 0.64, - "recall-0.1": 0.925, - "recall-0.15": 0.975, - "recall-0.25": 0.995, - "recall-0.5": 1.0, - "num_labels": 200 - }, - "face_eye_right_3": { - "count": 200, - "mean": 0.045844, - "median": 0.036279, - "std": 0.035506, - "sem": 0.002517, - "min": 0.002066, - "max": 0.225593, - "recall-0.025": 0.305, - "recall-0.05": 0.67, - "recall-0.1": 0.945, + "mean": 0.055498, + "median": 0.038587, + "std": 0.043479, + "sem": 0.003082, + "min": 0.003017, + "max": 0.235057, + "recall-0.025": 0.31, + "recall-0.05": 0.595, + "recall-0.1": 0.8, "recall-0.15": 0.98, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, - "face_eye_right_4": { + "face_eye_right_2": { "count": 200, - "mean": 0.042794, - "median": 0.032643, - "std": 0.035824, - "sem": 0.00254, - "min": 0.001961, - "max": 0.325997, - "recall-0.025": 0.34, - "recall-0.05": 0.72, - "recall-0.1": 0.95, + "mean": 0.048824, + "median": 0.031676, + "std": 0.039803, + "sem": 0.002822, + "min": 0.004239, + "max": 0.163181, + "recall-0.025": 0.39, + "recall-0.05": 0.645, + "recall-0.1": 0.85, + "recall-0.15": 0.99, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "face_eye_right_3": { + "count": 200, + "mean": 0.043813, + "median": 0.025861, + "std": 0.042559, + "sem": 0.003017, + "min": 0.002762, + "max": 0.343396, + "recall-0.025": 0.485, + "recall-0.05": 0.68, + "recall-0.1": 0.88, "recall-0.15": 0.985, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, + "face_eye_right_4": { + "count": 200, + "mean": 0.043466, + "median": 0.026849, + "std": 0.042297, + "sem": 0.002998, + "min": 0.002851, + "max": 0.330413, + "recall-0.025": 0.48, + "recall-0.05": 0.665, + "recall-0.1": 0.915, + "recall-0.15": 0.985, + "recall-0.25": 0.99, + "recall-0.5": 1.0, + "num_labels": 200 + }, "face_eye_right_5": { "count": 200, - "mean": 0.044917, - "median": 0.032697, - "std": 0.038157, - "sem": 0.002705, - "min": 0.004899, - "max": 0.345262, - "recall-0.025": 0.31, - "recall-0.05": 0.695, - "recall-0.1": 0.945, - "recall-0.15": 0.985, + "mean": 0.044271, + "median": 0.02959, + "std": 0.040355, + "sem": 0.002861, + "min": 0.004383, + "max": 0.313438, + "recall-0.025": 0.415, + "recall-0.05": 0.7, + "recall-0.1": 0.895, + "recall-0.15": 0.98, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_eye_right_6": { "count": 200, - "mean": 0.047968, - "median": 0.036586, - "std": 0.039719, - "sem": 0.002816, - "min": 0.002342, - "max": 0.361872, - "recall-0.025": 0.285, - "recall-0.05": 0.665, - "recall-0.1": 0.93, - "recall-0.15": 0.985, - "recall-0.25": 0.995, + "mean": 0.047796, + "median": 0.032125, + "std": 0.039521, + "sem": 0.002802, + "min": 0.002297, + "max": 0.213359, + "recall-0.025": 0.39, + "recall-0.05": 0.655, + "recall-0.1": 0.88, + "recall-0.15": 0.99, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eye_left_1": { "count": 200, - "mean": 0.041373, - "median": 0.031978, - "std": 0.036118, - "sem": 0.00256, - "min": 0.003472, - "max": 0.255134, - "recall-0.025": 0.36, + "mean": 0.039891, + "median": 0.024362, + "std": 0.037739, + "sem": 0.002675, + "min": 0.004274, + "max": 0.2801, + "recall-0.025": 0.505, "recall-0.05": 0.735, - "recall-0.1": 0.955, - "recall-0.15": 0.975, - "recall-0.25": 0.99, + "recall-0.1": 0.9, + "recall-0.15": 0.99, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_eye_left_2": { "count": 200, - "mean": 0.043255, - "median": 0.031107, - "std": 0.045004, - "sem": 0.00319, - "min": 0.003326, - "max": 0.314209, - "recall-0.025": 0.4, + "mean": 0.037237, + "median": 0.020756, + "std": 0.037352, + "sem": 0.002648, + "min": 0.004626, + "max": 0.170314, + "recall-0.025": 0.59, "recall-0.05": 0.78, - "recall-0.1": 0.915, + "recall-0.1": 0.905, "recall-0.15": 0.975, - "recall-0.25": 0.985, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_eye_left_3": { "count": 200, - "mean": 0.040147, - "median": 0.030157, - "std": 0.041555, - "sem": 0.002946, - "min": 0.004042, - "max": 0.333796, - "recall-0.025": 0.4, - "recall-0.05": 0.785, - "recall-0.1": 0.935, - "recall-0.15": 0.98, - "recall-0.25": 0.985, + "mean": 0.036896, + "median": 0.021975, + "std": 0.041453, + "sem": 0.002939, + "min": 0.005118, + "max": 0.341488, + "recall-0.025": 0.58, + "recall-0.05": 0.805, + "recall-0.1": 0.915, + "recall-0.15": 0.975, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_eye_left_4": { "count": 200, - "mean": 0.039491, - "median": 0.028868, - "std": 0.036713, - "sem": 0.002602, - "min": 0.003295, - "max": 0.282646, - "recall-0.025": 0.42, - "recall-0.05": 0.755, - "recall-0.1": 0.935, - "recall-0.15": 0.985, + "mean": 0.039093, + "median": 0.024357, + "std": 0.040198, + "sem": 0.00285, + "min": 0.003756, + "max": 0.291118, + "recall-0.025": 0.51, + "recall-0.05": 0.77, + "recall-0.1": 0.9, + "recall-0.15": 0.975, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_eye_left_5": { "count": 200, - "mean": 0.038505, - "median": 0.02899, - "std": 0.035641, - "sem": 0.002526, - "min": 0.00262, - "max": 0.267653, - "recall-0.025": 0.42, - "recall-0.05": 0.775, - "recall-0.1": 0.95, - "recall-0.15": 0.98, + "mean": 0.035265, + "median": 0.021111, + "std": 0.040082, + "sem": 0.002841, + "min": 0.004215, + "max": 0.330787, + "recall-0.025": 0.59, + "recall-0.05": 0.8, + "recall-0.1": 0.915, + "recall-0.15": 0.975, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_eye_left_6": { "count": 200, - "mean": 0.040528, - "median": 0.029966, - "std": 0.040185, - "sem": 0.002849, - "min": 0.001967, - "max": 0.280815, - "recall-0.025": 0.405, - "recall-0.05": 0.775, - "recall-0.1": 0.94, - "recall-0.15": 0.98, - "recall-0.25": 0.985, + "mean": 0.037046, + "median": 0.021415, + "std": 0.041977, + "sem": 0.002976, + "min": 0.002468, + "max": 0.385689, + "recall-0.025": 0.58, + "recall-0.05": 0.785, + "recall-0.1": 0.915, + "recall-0.15": 0.985, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_1": { "count": 200, - "mean": 0.046064, - "median": 0.037558, - "std": 0.032109, - "sem": 0.002276, - "min": 0.004286, - "max": 0.22116, - "recall-0.025": 0.31, - "recall-0.05": 0.64, - "recall-0.1": 0.92, - "recall-0.15": 0.995, - "recall-0.25": 1.0, + "mean": 0.05519, + "median": 0.037623, + "std": 0.047075, + "sem": 0.003337, + "min": 0.003705, + "max": 0.266387, + "recall-0.025": 0.36, + "recall-0.05": 0.59, + "recall-0.1": 0.825, + "recall-0.15": 0.96, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_2": { "count": 200, - "mean": 0.045307, - "median": 0.035933, - "std": 0.030928, - "sem": 0.002192, - "min": 0.002477, - "max": 0.147994, - "recall-0.025": 0.305, - "recall-0.05": 0.68, - "recall-0.1": 0.925, - "recall-0.15": 1.0, + "mean": 0.051733, + "median": 0.034458, + "std": 0.045147, + "sem": 0.0032, + "min": 0.004844, + "max": 0.244212, + "recall-0.025": 0.39, + "recall-0.05": 0.63, + "recall-0.1": 0.865, + "recall-0.15": 0.96, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_3": { "count": 200, - "mean": 0.040002, - "median": 0.031234, - "std": 0.031649, - "sem": 0.002244, - "min": 0.002842, - "max": 0.225508, - "recall-0.025": 0.395, - "recall-0.05": 0.76, - "recall-0.1": 0.945, - "recall-0.15": 0.99, + "mean": 0.044357, + "median": 0.0263, + "std": 0.039491, + "sem": 0.002799, + "min": 0.001243, + "max": 0.228016, + "recall-0.025": 0.48, + "recall-0.05": 0.665, + "recall-0.1": 0.91, + "recall-0.15": 0.975, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_4": { "count": 200, - "mean": 0.039273, - "median": 0.028392, - "std": 0.032582, - "sem": 0.00231, - "min": 0.002909, - "max": 0.226153, - "recall-0.025": 0.405, - "recall-0.05": 0.74, - "recall-0.1": 0.935, - "recall-0.15": 0.985, + "mean": 0.041916, + "median": 0.024816, + "std": 0.038714, + "sem": 0.002744, + "min": 0.002, + "max": 0.242673, + "recall-0.025": 0.505, + "recall-0.05": 0.685, + "recall-0.1": 0.92, + "recall-0.15": 0.98, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_5": { "count": 200, - "mean": 0.039482, - "median": 0.029103, - "std": 0.03473, - "sem": 0.002462, - "min": 0.003108, - "max": 0.260556, - "recall-0.025": 0.405, - "recall-0.05": 0.76, - "recall-0.1": 0.935, - "recall-0.15": 0.985, + "mean": 0.042715, + "median": 0.025363, + "std": 0.041089, + "sem": 0.002913, + "min": 0.003197, + "max": 0.278286, + "recall-0.025": 0.495, + "recall-0.05": 0.705, + "recall-0.1": 0.9, + "recall-0.15": 0.975, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_6": { "count": 200, - "mean": 0.040654, - "median": 0.02969, - "std": 0.032144, - "sem": 0.002279, - "min": 0.004489, - "max": 0.190548, - "recall-0.025": 0.355, - "recall-0.05": 0.76, - "recall-0.1": 0.93, + "mean": 0.047073, + "median": 0.028012, + "std": 0.041766, + "sem": 0.002961, + "min": 0.004131, + "max": 0.279798, + "recall-0.025": 0.44, + "recall-0.05": 0.63, + "recall-0.1": 0.88, "recall-0.15": 0.98, - "recall-0.25": 1.0, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_7": { "count": 200, - "mean": 0.04181, - "median": 0.030791, - "std": 0.031906, - "sem": 0.002262, - "min": 0.002705, - "max": 0.162487, - "recall-0.025": 0.37, - "recall-0.05": 0.745, - "recall-0.1": 0.915, - "recall-0.15": 0.995, + "mean": 0.047237, + "median": 0.030655, + "std": 0.042626, + "sem": 0.003022, + "min": 0.002236, + "max": 0.219404, + "recall-0.025": 0.425, + "recall-0.05": 0.67, + "recall-0.1": 0.855, + "recall-0.15": 0.98, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_8": { "count": 200, - "mean": 0.040904, - "median": 0.032038, - "std": 0.032809, - "sem": 0.002326, - "min": 0.006445, - "max": 0.202153, - "recall-0.025": 0.38, - "recall-0.05": 0.75, - "recall-0.1": 0.925, - "recall-0.15": 0.99, - "recall-0.25": 1.0, + "mean": 0.045663, + "median": 0.026185, + "std": 0.044398, + "sem": 0.003147, + "min": 0.003905, + "max": 0.296987, + "recall-0.025": 0.475, + "recall-0.05": 0.66, + "recall-0.1": 0.875, + "recall-0.15": 0.98, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_9": { "count": 200, - "mean": 0.038812, - "median": 0.029766, - "std": 0.030298, - "sem": 0.002148, - "min": 0.004936, - "max": 0.170189, - "recall-0.025": 0.395, - "recall-0.05": 0.76, - "recall-0.1": 0.94, - "recall-0.15": 0.985, - "recall-0.25": 1.0, - "recall-0.5": 1.0, - "num_labels": 200 - }, - "face_mouth_10": { - "count": 200, - "mean": 0.036797, - "median": 0.029392, - "std": 0.027889, - "sem": 0.001977, - "min": 0.005166, - "max": 0.227367, - "recall-0.025": 0.4, - "recall-0.05": 0.78, - "recall-0.1": 0.97, - "recall-0.15": 0.995, - "recall-0.25": 1.0, - "recall-0.5": 1.0, - "num_labels": 200 - }, - "face_mouth_11": { - "count": 200, - "mean": 0.041686, - "median": 0.034421, - "std": 0.030856, - "sem": 0.002187, - "min": 0.003192, - "max": 0.264113, - "recall-0.025": 0.315, - "recall-0.05": 0.745, - "recall-0.1": 0.96, + "mean": 0.043747, + "median": 0.026981, + "std": 0.040509, + "sem": 0.002872, + "min": 0.004094, + "max": 0.252017, + "recall-0.025": 0.465, + "recall-0.05": 0.695, + "recall-0.1": 0.88, "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, + "face_mouth_10": { + "count": 200, + "mean": 0.04271, + "median": 0.031473, + "std": 0.034873, + "sem": 0.002472, + "min": 0.004534, + "max": 0.212229, + "recall-0.025": 0.44, + "recall-0.05": 0.68, + "recall-0.1": 0.935, + "recall-0.15": 0.985, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "face_mouth_11": { + "count": 199, + "mean": 0.050356, + "median": 0.038334, + "std": 0.039689, + "sem": 0.002821, + "min": 0.002754, + "max": 0.205008, + "recall-0.025": 0.39, + "recall-0.05": 0.59, + "recall-0.1": 0.885, + "recall-0.15": 0.975, + "recall-0.25": 0.995, + "recall-0.5": 0.995, + "num_labels": 200 + }, "face_mouth_12": { "count": 200, - "mean": 0.043406, - "median": 0.036606, - "std": 0.028266, - "sem": 0.002004, - "min": 0.002054, - "max": 0.154997, - "recall-0.025": 0.3, - "recall-0.05": 0.705, - "recall-0.1": 0.955, - "recall-0.15": 0.995, - "recall-0.25": 1.0, + "mean": 0.051607, + "median": 0.037386, + "std": 0.042827, + "sem": 0.003036, + "min": 0.005132, + "max": 0.254811, + "recall-0.025": 0.38, + "recall-0.05": 0.59, + "recall-0.1": 0.855, + "recall-0.15": 0.985, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_13": { "count": 200, - "mean": 0.047162, - "median": 0.038574, - "std": 0.032342, - "sem": 0.002293, - "min": 0.002746, - "max": 0.211552, - "recall-0.025": 0.3, - "recall-0.05": 0.64, - "recall-0.1": 0.91, - "recall-0.15": 0.995, - "recall-0.25": 1.0, + "mean": 0.055664, + "median": 0.037483, + "std": 0.0473, + "sem": 0.003353, + "min": 0.001872, + "max": 0.256784, + "recall-0.025": 0.375, + "recall-0.05": 0.575, + "recall-0.1": 0.815, + "recall-0.15": 0.96, + "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_14": { "count": 200, - "mean": 0.041609, - "median": 0.032469, - "std": 0.028557, - "sem": 0.002024, - "min": 0.003063, - "max": 0.169553, - "recall-0.025": 0.35, - "recall-0.05": 0.71, - "recall-0.1": 0.945, - "recall-0.15": 0.995, - "recall-0.25": 1.0, + "mean": 0.049067, + "median": 0.033228, + "std": 0.042031, + "sem": 0.00298, + "min": 0.002061, + "max": 0.261184, + "recall-0.025": 0.41, + "recall-0.05": 0.645, + "recall-0.1": 0.885, + "recall-0.15": 0.975, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_15": { "count": 200, - "mean": 0.040434, - "median": 0.031936, - "std": 0.032274, - "sem": 0.002288, - "min": 0.003519, - "max": 0.214553, - "recall-0.025": 0.385, - "recall-0.05": 0.735, - "recall-0.1": 0.955, - "recall-0.15": 0.985, - "recall-0.25": 1.0, + "mean": 0.043829, + "median": 0.026308, + "std": 0.039249, + "sem": 0.002782, + "min": 0.001944, + "max": 0.251517, + "recall-0.025": 0.49, + "recall-0.05": 0.685, + "recall-0.1": 0.905, + "recall-0.15": 0.975, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_16": { - "count": 199, - "mean": 0.03996, - "median": 0.029525, - "std": 0.035196, - "sem": 0.002501, - "min": 0.004085, - "max": 0.290858, - "recall-0.025": 0.415, - "recall-0.05": 0.76, - "recall-0.1": 0.92, + "count": 200, + "mean": 0.045031, + "median": 0.026223, + "std": 0.042834, + "sem": 0.003036, + "min": 0.002572, + "max": 0.269177, + "recall-0.025": 0.455, + "recall-0.05": 0.68, + "recall-0.1": 0.875, "recall-0.15": 0.98, - "recall-0.25": 0.99, - "recall-0.5": 0.995, + "recall-0.25": 0.995, + "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_17": { "count": 200, - "mean": 0.041946, - "median": 0.030617, - "std": 0.034717, - "sem": 0.002461, - "min": 0.004211, - "max": 0.248069, - "recall-0.025": 0.385, - "recall-0.05": 0.755, - "recall-0.1": 0.925, - "recall-0.15": 0.985, - "recall-0.25": 1.0, + "mean": 0.047887, + "median": 0.028878, + "std": 0.04542, + "sem": 0.00322, + "min": 0.005955, + "max": 0.285682, + "recall-0.025": 0.44, + "recall-0.05": 0.65, + "recall-0.1": 0.855, + "recall-0.15": 0.97, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_18": { "count": 200, - "mean": 0.040563, - "median": 0.030358, - "std": 0.035481, - "sem": 0.002515, - "min": 0.001719, - "max": 0.270191, - "recall-0.025": 0.425, - "recall-0.05": 0.77, - "recall-0.1": 0.925, - "recall-0.15": 0.985, + "mean": 0.044542, + "median": 0.026625, + "std": 0.040606, + "sem": 0.002878, + "min": 0.004077, + "max": 0.280866, + "recall-0.025": 0.475, + "recall-0.05": 0.665, + "recall-0.1": 0.89, + "recall-0.15": 0.98, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_19": { "count": 200, - "mean": 0.038511, - "median": 0.028985, - "std": 0.03041, - "sem": 0.002156, - "min": 0.003279, - "max": 0.185443, - "recall-0.025": 0.405, - "recall-0.05": 0.74, - "recall-0.1": 0.95, - "recall-0.15": 0.99, + "mean": 0.041926, + "median": 0.027906, + "std": 0.036847, + "sem": 0.002612, + "min": 0.004014, + "max": 0.214476, + "recall-0.025": 0.465, + "recall-0.05": 0.685, + "recall-0.1": 0.92, + "recall-0.15": 0.98, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "face_mouth_20": { "count": 200, - "mean": 0.042015, - "median": 0.032548, - "std": 0.030395, - "sem": 0.002155, - "min": 0.003548, - "max": 0.196766, - "recall-0.025": 0.345, - "recall-0.05": 0.715, - "recall-0.1": 0.955, - "recall-0.15": 0.995, - "recall-0.25": 1.0, + "mean": 0.049687, + "median": 0.033499, + "std": 0.044028, + "sem": 0.003121, + "min": 0.001686, + "max": 0.258781, + "recall-0.025": 0.415, + "recall-0.05": 0.635, + "recall-0.1": 0.88, + "recall-0.15": 0.97, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "hand_wrist_left": { - "count": 199, - "mean": 0.030009, - "median": 0.01848, - "std": 0.035478, - "sem": 0.002521, - "min": 0.002887, - "max": 0.34226, - "recall-0.025": 0.62, - "recall-0.05": 0.86, - "recall-0.1": 0.945, + "count": 200, + "mean": 0.027725, + "median": 0.017083, + "std": 0.029809, + "sem": 0.002113, + "min": 0.002087, + "max": 0.187491, + "recall-0.025": 0.64, + "recall-0.05": 0.885, + "recall-0.1": 0.955, "recall-0.15": 0.985, - "recall-0.25": 0.99, - "recall-0.5": 0.995, + "recall-0.25": 1.0, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_left_1": { - "count": 198, - "mean": 0.035097, - "median": 0.019458, - "std": 0.044387, - "sem": 0.003162, - "min": 0.002186, - "max": 0.327828, - "recall-0.025": 0.6, - "recall-0.05": 0.79, - "recall-0.1": 0.93, - "recall-0.15": 0.965, - "recall-0.25": 0.98, - "recall-0.5": 0.99, + "count": 200, + "mean": 0.032899, + "median": 0.019743, + "std": 0.036172, + "sem": 0.002564, + "min": 0.000985, + "max": 0.218909, + "recall-0.025": 0.595, + "recall-0.05": 0.815, + "recall-0.1": 0.935, + "recall-0.15": 0.975, + "recall-0.25": 1.0, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_left_2": { - "count": 198, - "mean": 0.036322, - "median": 0.024695, - "std": 0.040537, - "sem": 0.002888, - "min": 0.00316, - "max": 0.353827, - "recall-0.025": 0.505, - "recall-0.05": 0.8, - "recall-0.1": 0.935, - "recall-0.15": 0.975, - "recall-0.25": 0.985, - "recall-0.5": 0.99, + "count": 200, + "mean": 0.033936, + "median": 0.024097, + "std": 0.032671, + "sem": 0.002316, + "min": 0.003799, + "max": 0.248045, + "recall-0.025": 0.51, + "recall-0.05": 0.81, + "recall-0.1": 0.96, + "recall-0.15": 0.985, + "recall-0.25": 1.0, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_left_3": { "count": 200, - "mean": 0.042504, - "median": 0.026712, - "std": 0.053082, - "sem": 0.003763, - "min": 0.002138, - "max": 0.383883, - "recall-0.025": 0.44, - "recall-0.05": 0.78, - "recall-0.1": 0.915, - "recall-0.15": 0.96, - "recall-0.25": 0.985, + "mean": 0.038269, + "median": 0.026333, + "std": 0.037712, + "sem": 0.002673, + "min": 0.004162, + "max": 0.285628, + "recall-0.025": 0.475, + "recall-0.05": 0.795, + "recall-0.1": 0.935, + "recall-0.15": 0.97, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_left_4": { - "count": 199, - "mean": 0.038696, - "median": 0.028245, - "std": 0.034945, - "sem": 0.002483, - "min": 0.003994, - "max": 0.270059, + "count": 200, + "mean": 0.038897, + "median": 0.02738, + "std": 0.037544, + "sem": 0.002661, + "min": 0.002405, + "max": 0.307881, "recall-0.025": 0.445, - "recall-0.05": 0.78, - "recall-0.1": 0.945, + "recall-0.05": 0.79, + "recall-0.1": 0.95, "recall-0.15": 0.97, - "recall-0.25": 0.99, - "recall-0.5": 0.995, + "recall-0.25": 0.995, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_index_left_1": { - "count": 199, - "mean": 0.033006, - "median": 0.019944, - "std": 0.034586, - "sem": 0.002458, - "min": 0.002403, - "max": 0.233423, - "recall-0.025": 0.58, - "recall-0.05": 0.81, - "recall-0.1": 0.96, - "recall-0.15": 0.975, + "count": 200, + "mean": 0.034165, + "median": 0.022111, + "std": 0.036403, + "sem": 0.002581, + "min": 0.003703, + "max": 0.261841, + "recall-0.025": 0.565, + "recall-0.05": 0.805, + "recall-0.1": 0.945, + "recall-0.15": 0.97, "recall-0.25": 0.995, - "recall-0.5": 0.995, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_index_left_2": { "count": 200, - "mean": 0.037341, - "median": 0.021478, - "std": 0.041957, - "sem": 0.002974, - "min": 0.00372, - "max": 0.254768, - "recall-0.025": 0.575, - "recall-0.05": 0.795, - "recall-0.1": 0.92, - "recall-0.15": 0.96, + "mean": 0.036339, + "median": 0.020623, + "std": 0.04078, + "sem": 0.002891, + "min": 0.002478, + "max": 0.284942, + "recall-0.025": 0.585, + "recall-0.05": 0.79, + "recall-0.1": 0.925, + "recall-0.15": 0.97, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_index_left_3": { - "count": 199, - "mean": 0.03951, - "median": 0.023455, - "std": 0.049178, - "sem": 0.003495, - "min": 0.002253, - "max": 0.36916, - "recall-0.025": 0.525, - "recall-0.05": 0.81, + "count": 200, + "mean": 0.036574, + "median": 0.022348, + "std": 0.043109, + "sem": 0.003056, + "min": 0.002035, + "max": 0.311469, + "recall-0.025": 0.54, + "recall-0.05": 0.825, "recall-0.1": 0.93, - "recall-0.15": 0.955, - "recall-0.25": 0.985, - "recall-0.5": 0.995, - "num_labels": 200 - }, - "hand_finger_index_left_4": { - "count": 199, - "mean": 0.037305, - "median": 0.025007, - "std": 0.035985, - "sem": 0.002557, - "min": 0.004252, - "max": 0.235377, - "recall-0.025": 0.495, - "recall-0.05": 0.79, - "recall-0.1": 0.94, - "recall-0.15": 0.97, - "recall-0.25": 0.995, - "recall-0.5": 0.995, - "num_labels": 200 - }, - "hand_finger_middle_left_1": { - "count": 198, - "mean": 0.04088, - "median": 0.020995, - "std": 0.051679, - "sem": 0.003682, - "min": 0.000979, - "max": 0.320765, - "recall-0.025": 0.555, - "recall-0.05": 0.78, - "recall-0.1": 0.885, - "recall-0.15": 0.95, - "recall-0.25": 0.97, - "recall-0.5": 0.99, - "num_labels": 200 - }, - "hand_finger_middle_left_2": { - "count": 199, - "mean": 0.051073, - "median": 0.024792, - "std": 0.065082, - "sem": 0.004625, - "min": 0.003829, - "max": 0.355279, - "recall-0.025": 0.5, - "recall-0.05": 0.705, - "recall-0.1": 0.855, - "recall-0.15": 0.905, - "recall-0.25": 0.96, - "recall-0.5": 0.995, - "num_labels": 200 - }, - "hand_finger_middle_left_3": { - "count": 199, - "mean": 0.054304, - "median": 0.026975, - "std": 0.074804, - "sem": 0.005316, - "min": 0.003059, - "max": 0.437135, - "recall-0.025": 0.465, - "recall-0.05": 0.72, - "recall-0.1": 0.855, - "recall-0.15": 0.915, - "recall-0.25": 0.96, - "recall-0.5": 0.995, - "num_labels": 200 - }, - "hand_finger_middle_left_4": { - "count": 200, - "mean": 0.037841, - "median": 0.024099, - "std": 0.043397, - "sem": 0.003076, - "min": 0.002616, - "max": 0.412362, - "recall-0.025": 0.525, - "recall-0.05": 0.765, - "recall-0.1": 0.945, - "recall-0.15": 0.98, - "recall-0.25": 0.99, - "recall-0.5": 1.0, - "num_labels": 200 - }, - "hand_finger_ring_left_1": { - "count": 199, - "mean": 0.044154, - "median": 0.023454, - "std": 0.059747, - "sem": 0.004246, - "min": 0.002432, - "max": 0.364205, - "recall-0.025": 0.52, - "recall-0.05": 0.77, - "recall-0.1": 0.885, - "recall-0.15": 0.93, - "recall-0.25": 0.975, - "recall-0.5": 0.995, - "num_labels": 200 - }, - "hand_finger_ring_left_2": { - "count": 199, - "mean": 0.05147, - "median": 0.026169, - "std": 0.067051, - "sem": 0.004765, - "min": 0.002858, - "max": 0.37889, - "recall-0.025": 0.485, - "recall-0.05": 0.74, - "recall-0.1": 0.845, - "recall-0.15": 0.91, - "recall-0.25": 0.955, - "recall-0.5": 0.995, - "num_labels": 200 - }, - "hand_finger_ring_left_3": { - "count": 199, - "mean": 0.060886, - "median": 0.02852, - "std": 0.082784, - "sem": 0.005883, - "min": 0.002025, - "max": 0.470535, - "recall-0.025": 0.44, - "recall-0.05": 0.695, - "recall-0.1": 0.82, - "recall-0.15": 0.88, - "recall-0.25": 0.94, - "recall-0.5": 0.995, - "num_labels": 200 - }, - "hand_finger_ring_left_4": { - "count": 200, - "mean": 0.039024, - "median": 0.025823, - "std": 0.043978, - "sem": 0.003118, - "min": 0.001745, - "max": 0.362933, - "recall-0.025": 0.48, - "recall-0.05": 0.77, - "recall-0.1": 0.94, - "recall-0.15": 0.975, - "recall-0.25": 0.99, - "recall-0.5": 1.0, - "num_labels": 200 - }, - "hand_finger_pinky_left_1": { - "count": 200, - "mean": 0.037386, - "median": 0.02268, - "std": 0.044344, - "sem": 0.003143, - "min": 0.002139, - "max": 0.310563, - "recall-0.025": 0.56, - "recall-0.05": 0.805, - "recall-0.1": 0.92, "recall-0.15": 0.965, "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, + "hand_finger_index_left_4": { + "count": 200, + "mean": 0.035882, + "median": 0.023751, + "std": 0.04019, + "sem": 0.002849, + "min": 0.002085, + "max": 0.317284, + "recall-0.025": 0.53, + "recall-0.05": 0.835, + "recall-0.1": 0.93, + "recall-0.15": 0.98, + "recall-0.25": 0.99, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_middle_left_1": { + "count": 200, + "mean": 0.035715, + "median": 0.019446, + "std": 0.038381, + "sem": 0.002721, + "min": 0.002244, + "max": 0.257611, + "recall-0.025": 0.595, + "recall-0.05": 0.79, + "recall-0.1": 0.92, + "recall-0.15": 0.97, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_middle_left_2": { + "count": 200, + "mean": 0.042041, + "median": 0.020478, + "std": 0.047519, + "sem": 0.003369, + "min": 0.002467, + "max": 0.2846, + "recall-0.025": 0.545, + "recall-0.05": 0.725, + "recall-0.1": 0.885, + "recall-0.15": 0.95, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_middle_left_3": { + "count": 200, + "mean": 0.044311, + "median": 0.024858, + "std": 0.051099, + "sem": 0.003622, + "min": 0.002896, + "max": 0.371214, + "recall-0.025": 0.5, + "recall-0.05": 0.75, + "recall-0.1": 0.88, + "recall-0.15": 0.955, + "recall-0.25": 0.99, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_middle_left_4": { + "count": 200, + "mean": 0.037941, + "median": 0.023776, + "std": 0.042439, + "sem": 0.003008, + "min": 0.002628, + "max": 0.301912, + "recall-0.025": 0.53, + "recall-0.05": 0.8, + "recall-0.1": 0.935, + "recall-0.15": 0.975, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_ring_left_1": { + "count": 200, + "mean": 0.036986, + "median": 0.02185, + "std": 0.040157, + "sem": 0.002847, + "min": 0.000828, + "max": 0.252037, + "recall-0.025": 0.56, + "recall-0.05": 0.78, + "recall-0.1": 0.915, + "recall-0.15": 0.975, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_ring_left_2": { + "count": 200, + "mean": 0.042883, + "median": 0.023182, + "std": 0.046551, + "sem": 0.0033, + "min": 0.001226, + "max": 0.276642, + "recall-0.025": 0.52, + "recall-0.05": 0.745, + "recall-0.1": 0.875, + "recall-0.15": 0.945, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_ring_left_3": { + "count": 200, + "mean": 0.045017, + "median": 0.025812, + "std": 0.046887, + "sem": 0.003324, + "min": 0.003082, + "max": 0.286758, + "recall-0.025": 0.495, + "recall-0.05": 0.71, + "recall-0.1": 0.865, + "recall-0.15": 0.94, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_ring_left_4": { + "count": 200, + "mean": 0.037841, + "median": 0.025311, + "std": 0.0402, + "sem": 0.00285, + "min": 0.003273, + "max": 0.293321, + "recall-0.025": 0.49, + "recall-0.05": 0.78, + "recall-0.1": 0.94, + "recall-0.15": 0.98, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_pinky_left_1": { + "count": 200, + "mean": 0.036638, + "median": 0.023057, + "std": 0.042551, + "sem": 0.003016, + "min": 0.003197, + "max": 0.310563, + "recall-0.025": 0.57, + "recall-0.05": 0.815, + "recall-0.1": 0.91, + "recall-0.15": 0.97, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, "hand_finger_pinky_left_2": { "count": 200, - "mean": 0.046117, - "median": 0.026563, - "std": 0.057456, - "sem": 0.004073, - "min": 0.001572, - "max": 0.384662, - "recall-0.025": 0.47, - "recall-0.05": 0.76, - "recall-0.1": 0.88, - "recall-0.15": 0.935, - "recall-0.25": 0.98, + "mean": 0.041676, + "median": 0.02571, + "std": 0.043302, + "sem": 0.00307, + "min": 0.00353, + "max": 0.268905, + "recall-0.025": 0.495, + "recall-0.05": 0.77, + "recall-0.1": 0.885, + "recall-0.15": 0.965, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_pinky_left_3": { "count": 200, - "mean": 0.04992, - "median": 0.026147, - "std": 0.066895, - "sem": 0.004742, - "min": 0.003696, - "max": 0.443789, + "mean": 0.041309, + "median": 0.025409, + "std": 0.044452, + "sem": 0.003151, + "min": 0.001775, + "max": 0.273406, "recall-0.025": 0.48, - "recall-0.05": 0.76, - "recall-0.1": 0.855, - "recall-0.15": 0.935, - "recall-0.25": 0.975, + "recall-0.05": 0.79, + "recall-0.1": 0.9, + "recall-0.15": 0.965, + "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_pinky_left_4": { "count": 200, - "mean": 0.036897, - "median": 0.026686, - "std": 0.034117, - "sem": 0.002418, - "min": 0.002897, - "max": 0.208341, - "recall-0.025": 0.47, - "recall-0.05": 0.77, - "recall-0.1": 0.945, + "mean": 0.037308, + "median": 0.02731, + "std": 0.038211, + "sem": 0.002709, + "min": 0.004382, + "max": 0.284187, + "recall-0.025": 0.45, + "recall-0.05": 0.82, + "recall-0.1": 0.94, "recall-0.15": 0.975, - "recall-0.25": 1.0, + "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "hand_wrist_right": { "count": 200, - "mean": 0.041964, - "median": 0.021424, - "std": 0.060207, - "sem": 0.004268, - "min": 0.003414, - "max": 0.481278, - "recall-0.025": 0.55, + "mean": 0.041615, + "median": 0.0241, + "std": 0.052714, + "sem": 0.003737, + "min": 0.001477, + "max": 0.389191, + "recall-0.025": 0.51, "recall-0.05": 0.78, "recall-0.1": 0.905, - "recall-0.15": 0.97, + "recall-0.15": 0.96, "recall-0.25": 0.985, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_right_1": { - "count": 198, - "mean": 0.042143, - "median": 0.024185, - "std": 0.05624, - "sem": 0.004007, - "min": 0.001782, - "max": 0.397679, - "recall-0.025": 0.505, - "recall-0.05": 0.745, - "recall-0.1": 0.9, - "recall-0.15": 0.94, - "recall-0.25": 0.975, - "recall-0.5": 0.99, + "count": 200, + "mean": 0.043475, + "median": 0.024405, + "std": 0.056379, + "sem": 0.003997, + "min": 0.002425, + "max": 0.405064, + "recall-0.025": 0.515, + "recall-0.05": 0.795, + "recall-0.1": 0.885, + "recall-0.15": 0.95, + "recall-0.25": 0.98, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_right_2": { - "count": 199, - "mean": 0.043662, - "median": 0.025868, - "std": 0.05264, - "sem": 0.003741, - "min": 0.00128, - "max": 0.387076, - "recall-0.025": 0.47, - "recall-0.05": 0.76, - "recall-0.1": 0.91, - "recall-0.15": 0.945, - "recall-0.25": 0.98, - "recall-0.5": 0.995, + "count": 200, + "mean": 0.039857, + "median": 0.025043, + "std": 0.048145, + "sem": 0.003413, + "min": 0.001805, + "max": 0.42042, + "recall-0.025": 0.5, + "recall-0.05": 0.775, + "recall-0.1": 0.94, + "recall-0.15": 0.965, + "recall-0.25": 0.985, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_right_3": { - "count": 199, - "mean": 0.045486, - "median": 0.029484, - "std": 0.055903, - "sem": 0.003973, - "min": 0.003778, + "count": 200, + "mean": 0.044614, + "median": 0.027544, + "std": 0.055948, + "sem": 0.003966, + "min": 0.004693, "max": 0.32412, - "recall-0.025": 0.45, - "recall-0.05": 0.755, + "recall-0.025": 0.46, + "recall-0.05": 0.78, "recall-0.1": 0.91, "recall-0.15": 0.935, "recall-0.25": 0.975, - "recall-0.5": 0.995, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_thumb_right_4": { "count": 200, - "mean": 0.049608, - "median": 0.030927, - "std": 0.06048, - "sem": 0.004287, - "min": 0.003016, + "mean": 0.045618, + "median": 0.027807, + "std": 0.057362, + "sem": 0.004066, + "min": 0.00248, "max": 0.358723, - "recall-0.025": 0.405, - "recall-0.05": 0.745, - "recall-0.1": 0.885, - "recall-0.15": 0.935, + "recall-0.025": 0.45, + "recall-0.05": 0.77, + "recall-0.1": 0.91, + "recall-0.15": 0.94, "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_index_right_1": { - "count": 198, - "mean": 0.044467, - "median": 0.02657, - "std": 0.053783, - "sem": 0.003832, - "min": 0.001422, - "max": 0.320473, + "count": 200, + "mean": 0.041036, + "median": 0.025547, + "std": 0.05278, + "sem": 0.003741, + "min": 0.001898, + "max": 0.451145, "recall-0.025": 0.48, - "recall-0.05": 0.775, - "recall-0.1": 0.9, - "recall-0.15": 0.93, - "recall-0.25": 0.97, - "recall-0.5": 0.99, + "recall-0.05": 0.8, + "recall-0.1": 0.93, + "recall-0.15": 0.95, + "recall-0.25": 0.985, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_index_right_2": { - "count": 199, - "mean": 0.044738, - "median": 0.027986, - "std": 0.056201, - "sem": 0.003994, - "min": 0.002278, - "max": 0.364414, - "recall-0.025": 0.445, - "recall-0.05": 0.79, - "recall-0.1": 0.89, - "recall-0.15": 0.945, - "recall-0.25": 0.98, - "recall-0.5": 0.995, - "num_labels": 200 - }, - "hand_finger_index_right_3": { - "count": 199, - "mean": 0.045171, - "median": 0.026289, - "std": 0.055756, - "sem": 0.003962, - "min": 0.002094, - "max": 0.368067, - "recall-0.025": 0.475, - "recall-0.05": 0.8, - "recall-0.1": 0.89, - "recall-0.15": 0.925, - "recall-0.25": 0.985, - "recall-0.5": 0.995, - "num_labels": 200 - }, - "hand_finger_index_right_4": { - "count": 199, - "mean": 0.045421, - "median": 0.028824, - "std": 0.055005, - "sem": 0.003909, - "min": 0.005728, - "max": 0.409548, - "recall-0.025": 0.435, - "recall-0.05": 0.755, - "recall-0.1": 0.905, - "recall-0.15": 0.935, - "recall-0.25": 0.985, - "recall-0.5": 0.995, - "num_labels": 200 - }, - "hand_finger_middle_right_1": { - "count": 197, - "mean": 0.051709, - "median": 0.026132, - "std": 0.067613, - "sem": 0.00483, - "min": 0.001238, - "max": 0.395164, - "recall-0.025": 0.475, - "recall-0.05": 0.735, - "recall-0.1": 0.845, - "recall-0.15": 0.885, - "recall-0.25": 0.95, - "recall-0.5": 0.985, - "num_labels": 200 - }, - "hand_finger_middle_right_2": { - "count": 197, - "mean": 0.055897, - "median": 0.026748, - "std": 0.077189, - "sem": 0.005514, - "min": 0.002348, - "max": 0.470715, - "recall-0.025": 0.47, - "recall-0.05": 0.71, - "recall-0.1": 0.835, - "recall-0.15": 0.885, - "recall-0.25": 0.935, - "recall-0.5": 0.985, - "num_labels": 200 - }, - "hand_finger_middle_right_3": { - "count": 199, - "mean": 0.059404, - "median": 0.026192, - "std": 0.082408, - "sem": 0.005856, - "min": 0.001766, - "max": 0.406631, - "recall-0.025": 0.475, - "recall-0.05": 0.73, - "recall-0.1": 0.835, - "recall-0.15": 0.88, - "recall-0.25": 0.935, - "recall-0.5": 0.995, - "num_labels": 200 - }, - "hand_finger_middle_right_4": { - "count": 199, - "mean": 0.044753, - "median": 0.026196, - "std": 0.055637, - "sem": 0.003954, - "min": 0.003812, - "max": 0.388333, - "recall-0.025": 0.465, - "recall-0.05": 0.785, - "recall-0.1": 0.91, - "recall-0.15": 0.93, - "recall-0.25": 0.985, - "recall-0.5": 0.995, - "num_labels": 200 - }, - "hand_finger_ring_right_1": { - "count": 198, - "mean": 0.0602, - "median": 0.027922, - "std": 0.07922, - "sem": 0.005644, - "min": 0.002027, - "max": 0.489313, - "recall-0.025": 0.47, - "recall-0.05": 0.67, - "recall-0.1": 0.83, - "recall-0.15": 0.875, - "recall-0.25": 0.95, - "recall-0.5": 0.99, - "num_labels": 200 - }, - "hand_finger_ring_right_2": { - "count": 198, - "mean": 0.064196, - "median": 0.032322, - "std": 0.081754, - "sem": 0.005825, - "min": 0.002419, - "max": 0.462237, - "recall-0.025": 0.405, - "recall-0.05": 0.605, - "recall-0.1": 0.81, - "recall-0.15": 0.865, - "recall-0.25": 0.94, - "recall-0.5": 0.99, - "num_labels": 200 - }, - "hand_finger_ring_right_3": { - "count": 198, - "mean": 0.066785, - "median": 0.031502, - "std": 0.080575, - "sem": 0.005741, - "min": 0.002985, - "max": 0.43229, - "recall-0.025": 0.4, - "recall-0.05": 0.645, - "recall-0.1": 0.78, - "recall-0.15": 0.855, - "recall-0.25": 0.945, - "recall-0.5": 0.99, - "num_labels": 200 - }, - "hand_finger_ring_right_4": { "count": 200, - "mean": 0.048682, - "median": 0.027619, - "std": 0.064439, - "sem": 0.004568, + "mean": 0.042387, + "median": 0.025421, + "std": 0.054654, + "sem": 0.003874, "min": 0.002666, - "max": 0.469564, - "recall-0.025": 0.455, - "recall-0.05": 0.75, - "recall-0.1": 0.895, - "recall-0.15": 0.93, + "max": 0.364414, + "recall-0.025": 0.485, + "recall-0.05": 0.8, + "recall-0.1": 0.93, + "recall-0.15": 0.935, "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 200 }, - "hand_finger_pinky_right_1": { - "count": 197, - "mean": 0.050716, - "median": 0.029067, - "std": 0.063802, - "sem": 0.004557, - "min": 0.002101, - "max": 0.448416, - "recall-0.025": 0.455, - "recall-0.05": 0.69, - "recall-0.1": 0.87, + "hand_finger_index_right_3": { + "count": 200, + "mean": 0.041255, + "median": 0.027401, + "std": 0.052063, + "sem": 0.003691, + "min": 0.001575, + "max": 0.368067, + "recall-0.025": 0.45, + "recall-0.05": 0.785, + "recall-0.1": 0.93, + "recall-0.15": 0.945, + "recall-0.25": 0.985, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_index_right_4": { + "count": 200, + "mean": 0.043523, + "median": 0.027012, + "std": 0.05295, + "sem": 0.003754, + "min": 0.002726, + "max": 0.363995, + "recall-0.025": 0.46, + "recall-0.05": 0.785, + "recall-0.1": 0.92, + "recall-0.15": 0.945, + "recall-0.25": 0.99, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_middle_right_1": { + "count": 200, + "mean": 0.04555, + "median": 0.022814, + "std": 0.062545, + "sem": 0.004434, + "min": 0.00287, + "max": 0.458185, + "recall-0.025": 0.555, + "recall-0.05": 0.795, + "recall-0.1": 0.88, "recall-0.15": 0.92, - "recall-0.25": 0.965, - "recall-0.5": 0.985, + "recall-0.25": 0.98, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_middle_right_2": { + "count": 200, + "mean": 0.04681, + "median": 0.023993, + "std": 0.066628, + "sem": 0.004723, + "min": 0.002403, + "max": 0.481331, + "recall-0.025": 0.53, + "recall-0.05": 0.77, + "recall-0.1": 0.885, + "recall-0.15": 0.935, + "recall-0.25": 0.975, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_middle_right_3": { + "count": 200, + "mean": 0.047808, + "median": 0.026102, + "std": 0.064483, + "sem": 0.004571, + "min": 0.001578, + "max": 0.406631, + "recall-0.025": 0.47, + "recall-0.05": 0.755, + "recall-0.1": 0.89, + "recall-0.15": 0.93, + "recall-0.25": 0.975, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_middle_right_4": { + "count": 200, + "mean": 0.045748, + "median": 0.025603, + "std": 0.060627, + "sem": 0.004298, + "min": 0.003879, + "max": 0.373576, + "recall-0.025": 0.49, + "recall-0.05": 0.79, + "recall-0.1": 0.92, + "recall-0.15": 0.94, + "recall-0.25": 0.975, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_ring_right_1": { + "count": 200, + "mean": 0.05083, + "median": 0.027124, + "std": 0.062694, + "sem": 0.004444, + "min": 0.003209, + "max": 0.462207, + "recall-0.025": 0.48, + "recall-0.05": 0.715, + "recall-0.1": 0.87, + "recall-0.15": 0.93, + "recall-0.25": 0.985, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_ring_right_2": { + "count": 200, + "mean": 0.052183, + "median": 0.027849, + "std": 0.063391, + "sem": 0.004494, + "min": 0.003769, + "max": 0.400004, + "recall-0.025": 0.45, + "recall-0.05": 0.685, + "recall-0.1": 0.855, + "recall-0.15": 0.925, + "recall-0.25": 0.98, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_ring_right_3": { + "count": 200, + "mean": 0.053302, + "median": 0.028206, + "std": 0.065932, + "sem": 0.004674, + "min": 0.002826, + "max": 0.486832, + "recall-0.025": 0.43, + "recall-0.05": 0.68, + "recall-0.1": 0.85, + "recall-0.15": 0.93, + "recall-0.25": 0.985, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_ring_right_4": { + "count": 200, + "mean": 0.044232, + "median": 0.027054, + "std": 0.054865, + "sem": 0.003889, + "min": 0.003758, + "max": 0.373097, + "recall-0.025": 0.46, + "recall-0.05": 0.78, + "recall-0.1": 0.905, + "recall-0.15": 0.96, + "recall-0.25": 0.975, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hand_finger_pinky_right_1": { + "count": 200, + "mean": 0.047081, + "median": 0.027647, + "std": 0.060683, + "sem": 0.004302, + "min": 0.003255, + "max": 0.464376, + "recall-0.025": 0.455, + "recall-0.05": 0.755, + "recall-0.1": 0.895, + "recall-0.15": 0.945, + "recall-0.25": 0.99, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_pinky_right_2": { - "count": 198, - "mean": 0.056608, - "median": 0.030411, - "std": 0.067588, - "sem": 0.004815, - "min": 0.003009, - "max": 0.430334, - "recall-0.025": 0.39, - "recall-0.05": 0.66, - "recall-0.1": 0.84, - "recall-0.15": 0.895, - "recall-0.25": 0.96, - "recall-0.5": 0.99, + "count": 200, + "mean": 0.053941, + "median": 0.031731, + "std": 0.060903, + "sem": 0.004317, + "min": 0.003159, + "max": 0.47849, + "recall-0.025": 0.365, + "recall-0.05": 0.705, + "recall-0.1": 0.845, + "recall-0.15": 0.92, + "recall-0.25": 0.985, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_pinky_right_3": { - "count": 198, - "mean": 0.049518, - "median": 0.030206, - "std": 0.054275, - "sem": 0.003867, - "min": 0.002583, - "max": 0.377181, - "recall-0.025": 0.4, - "recall-0.05": 0.685, - "recall-0.1": 0.86, - "recall-0.15": 0.93, - "recall-0.25": 0.98, - "recall-0.5": 0.99, + "count": 200, + "mean": 0.050372, + "median": 0.030126, + "std": 0.058982, + "sem": 0.004181, + "min": 0.003756, + "max": 0.4804, + "recall-0.025": 0.38, + "recall-0.05": 0.745, + "recall-0.1": 0.855, + "recall-0.15": 0.925, + "recall-0.25": 0.985, + "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_pinky_right_4": { "count": 200, - "mean": 0.045101, - "median": 0.027685, - "std": 0.056557, - "sem": 0.004009, - "min": 0.001928, - "max": 0.490932, - "recall-0.025": 0.46, - "recall-0.05": 0.75, - "recall-0.1": 0.905, - "recall-0.15": 0.96, + "mean": 0.043756, + "median": 0.029359, + "std": 0.049184, + "sem": 0.003487, + "min": 0.002073, + "max": 0.363855, + "recall-0.025": 0.41, + "recall-0.05": 0.78, + "recall-0.1": 0.91, + "recall-0.15": 0.965, "recall-0.25": 0.985, "recall-0.5": 1.0, "num_labels": 200 }, "hip_middle": { "count": 200, - "mean": 0.028475, - "median": 0.024507, - "std": 0.018169, - "sem": 0.001288, - "min": 0.003191, - "max": 0.171228, - "recall-0.025": 0.515, - "recall-0.05": 0.925, + "mean": 0.03242, + "median": 0.028986, + "std": 0.017918, + "sem": 0.00127, + "min": 0.004262, + "max": 0.123291, + "recall-0.025": 0.385, + "recall-0.05": 0.87, "recall-0.1": 0.995, - "recall-0.15": 0.995, + "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_middle": { "count": 200, - "mean": 0.019788, - "median": 0.017156, - "std": 0.010503, - "sem": 0.000745, - "min": 0.002025, - "max": 0.052918, - "recall-0.025": 0.725, - "recall-0.05": 0.99, + "mean": 0.020581, + "median": 0.018273, + "std": 0.01032, + "sem": 0.000732, + "min": 0.003021, + "max": 0.053146, + "recall-0.025": 0.715, + "recall-0.05": 0.985, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -5609,14 +5609,14 @@ Results of the model in various experiments on different datasets. \ }, "head": { "count": 200, - "mean": 0.029843, - "median": 0.027186, - "std": 0.018097, - "sem": 0.001283, - "min": 0.004274, - "max": 0.148442, - "recall-0.025": 0.455, - "recall-0.05": 0.89, + "mean": 0.032468, + "median": 0.029463, + "std": 0.018886, + "sem": 0.001339, + "min": 0.001835, + "max": 0.129751, + "recall-0.025": 0.395, + "recall-0.05": 0.855, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -5625,44 +5625,44 @@ Results of the model in various experiments on different datasets. \ }, "body_errors": { "body": { - "count": 5198, - "mean": 0.027776, - "median": 0.021759, - "std": 0.024922, - "sem": 0.001767, - "min": 0.002272, - "max": 0.204089, + "count": 5200, + "mean": 0.029205, + "median": 0.022467, + "std": 0.025707, + "sem": 0.001822, + "min": 0.002735, + "max": 0.193735, "num_labels": 5200 }, "face": { - "count": 13594, - "mean": 0.049659, - "median": 0.038901, - "std": 0.039063, - "sem": 0.00277, - "min": 0.003193, - "max": 0.29403, + "count": 13596, + "mean": 0.05414, + "median": 0.038586, + "std": 0.044177, + "sem": 0.003132, + "min": 0.004212, + "max": 0.266198, "num_labels": 13600 }, "hand": { - "count": 8354, - "mean": 0.046081, - "median": 0.026044, - "std": 0.057092, - "sem": 0.004059, - "min": 0.002632, - "max": 0.378338, + "count": 8400, + "mean": 0.041889, + "median": 0.025037, + "std": 0.049287, + "sem": 0.003494, + "min": 0.002704, + "max": 0.346637, "num_labels": 8400 } }, "joint_recalls": { "num_labels": 27200, - "recall-0.025": 0.41246, - "recall-0.05": 0.72449, - "recall-0.1": 0.91199, - "recall-0.15": 0.96368, - "recall-0.25": 0.98846, - "recall-0.5": 0.99801 + "recall-0.025": 0.45827, + "recall-0.05": 0.70857, + "recall-0.1": 0.88331, + "recall-0.15": 0.95658, + "recall-0.25": 0.9936, + "recall-0.5": 0.99985 } } { @@ -5678,286 +5678,286 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.310209, - "demosaicing": 0.0110243, - "avg_time_2d": 0.0272337, - "avg_time_3d": 0.000296995, - "fps": 25.937 + "img_loading": 0.326747, + "demosaicing": 0.0117012, + "avg_time_2d": 0.0277632, + "avg_time_3d": 0.000309155, + "fps": 25.1424 } { "triangulator_calls": 100, - "init_time": 4.00208e-06, - "undistort_time": 2.43765e-05, - "project_time": 6.34821e-06, - "match_time": 2.05875e-05, - "pairs_time": 2.29192e-05, - "pair_scoring_time": 7.09368e-05, - "grouping_time": 1.40305e-05, - "full_time": 7.96369e-05, - "merge_time": 3.34965e-05, - "post_time": 9.34518e-06, - "convert_time": 2.4168e-07, - "total_time": 0.000286161 + "init_time": 4.43411e-06, + "undistort_time": 2.42916e-05, + "project_time": 6.43102e-06, + "match_time": 2.09974e-05, + "pairs_time": 2.30002e-05, + "pair_scoring_time": 7.42104e-05, + "grouping_time": 1.34778e-05, + "full_time": 8.17173e-05, + "merge_time": 3.87299e-05, + "post_time": 1.10696e-05, + "convert_time": 2.1836e-07, + "total_time": 0.000298821 } { "person_nums": { "total_frames": 100, "total_labels": 400, - "total_preds": 440, + "total_preds": 444, "considered_empty": 0, "valid_preds": 386, - "invalid_preds": 54, + "invalid_preds": 58, "missing": 14, - "invalid_fraction": 0.12273, - "precision": 0.87727, + "invalid_fraction": 0.13063, + "precision": 0.86937, "recall": 0.965, - "f1": 0.91905, - "non_empty": 440 + "f1": 0.91469, + "non_empty": 444 }, "mpjpe": { "count": 386, - "mean": 0.045099, - "median": 0.032078, - "std": 0.040778, - "sem": 0.002078, - "min": 0.014227, - "max": 0.49573, - "recall-0.025": 0.2, - "recall-0.05": 0.76, - "recall-0.1": 0.9, - "recall-0.15": 0.9325, - "recall-0.25": 0.9625, + "mean": 0.044566, + "median": 0.032287, + "std": 0.030776, + "sem": 0.001568, + "min": 0.014478, + "max": 0.190119, + "recall-0.025": 0.2125, + "recall-0.05": 0.71, + "recall-0.1": 0.9075, + "recall-0.15": 0.94, + "recall-0.25": 0.965, "recall-0.5": 0.965, "num_labels": 400, - "ap-0.025": 0.04867, - "ap-0.05": 0.680659, - "ap-0.1": 0.880726, - "ap-0.15": 0.918552, - "ap-0.25": 0.949462, - "ap-0.5": 0.952193 + "ap-0.025": 0.060453, + "ap-0.05": 0.648411, + "ap-0.1": 0.883537, + "ap-0.15": 0.918937, + "ap-0.25": 0.943234, + "ap-0.5": 0.943234 }, "head": { - "count": 386, - "mean": 0.045726, - "median": 0.038747, - "std": 0.041773, - "sem": 0.002129, - "min": 0.004769, - "max": 0.495497, + "count": 385, + "mean": 0.042419, + "median": 0.037421, + "std": 0.027907, + "sem": 0.001424, + "min": 0.001506, + "max": 0.250813, "recall-0.025": 0.215, - "recall-0.05": 0.7, - "recall-0.1": 0.925, - "recall-0.15": 0.9475, - "recall-0.25": 0.955, - "recall-0.5": 0.965, + "recall-0.05": 0.7025, + "recall-0.1": 0.93, + "recall-0.15": 0.95, + "recall-0.25": 0.9575, + "recall-0.5": 0.9625, "num_labels": 400 }, "shoulder_left": { - "count": 385, - "mean": 0.036888, - "median": 0.03153, - "std": 0.028768, - "sem": 0.001468, - "min": 0.004969, - "max": 0.370043, - "recall-0.025": 0.3425, - "recall-0.05": 0.78, - "recall-0.1": 0.94, + "count": 386, + "mean": 0.037791, + "median": 0.031495, + "std": 0.030883, + "sem": 0.001574, + "min": 0.005156, + "max": 0.351009, + "recall-0.025": 0.325, + "recall-0.05": 0.77, + "recall-0.1": 0.945, "recall-0.15": 0.955, "recall-0.25": 0.96, - "recall-0.5": 0.9625, + "recall-0.5": 0.965, "num_labels": 400 }, "shoulder_right": { - "count": 385, - "mean": 0.038253, - "median": 0.031791, - "std": 0.030679, - "sem": 0.001566, - "min": 0.003899, - "max": 0.416756, - "recall-0.025": 0.2925, - "recall-0.05": 0.8, - "recall-0.1": 0.93, - "recall-0.15": 0.955, + "count": 386, + "mean": 0.038612, + "median": 0.032389, + "std": 0.031986, + "sem": 0.00163, + "min": 0.002905, + "max": 0.390315, + "recall-0.025": 0.2975, + "recall-0.05": 0.795, + "recall-0.1": 0.9275, + "recall-0.15": 0.95, "recall-0.25": 0.96, - "recall-0.5": 0.9625, + "recall-0.5": 0.965, "num_labels": 400 }, "elbow_left": { - "count": 385, - "mean": 0.028929, - "median": 0.024894, - "std": 0.024205, - "sem": 0.001235, - "min": 0.003988, - "max": 0.295528, - "recall-0.025": 0.485, - "recall-0.05": 0.8875, + "count": 386, + "mean": 0.02939, + "median": 0.024484, + "std": 0.027402, + "sem": 0.001397, + "min": 0.003054, + "max": 0.348844, + "recall-0.025": 0.5075, + "recall-0.05": 0.8925, "recall-0.1": 0.9475, - "recall-0.15": 0.95, - "recall-0.25": 0.96, - "recall-0.5": 0.9625, + "recall-0.15": 0.955, + "recall-0.25": 0.9625, + "recall-0.5": 0.965, "num_labels": 400 }, "elbow_right": { - "count": 385, - "mean": 0.03738, - "median": 0.028979, - "std": 0.032702, - "sem": 0.001669, - "min": 0.005122, - "max": 0.365092, - "recall-0.025": 0.3675, + "count": 386, + "mean": 0.03627, + "median": 0.028945, + "std": 0.029449, + "sem": 0.001501, + "min": 0.005415, + "max": 0.268305, + "recall-0.025": 0.385, "recall-0.05": 0.8, - "recall-0.1": 0.925, - "recall-0.15": 0.945, - "recall-0.25": 0.96, - "recall-0.5": 0.9625, + "recall-0.1": 0.9325, + "recall-0.15": 0.9525, + "recall-0.25": 0.9625, + "recall-0.5": 0.965, "num_labels": 400 }, "wrist_left": { "count": 386, - "mean": 0.036971, - "median": 0.026926, - "std": 0.042403, - "sem": 0.002161, - "min": 0.001651, - "max": 0.459529, - "recall-0.025": 0.4275, - "recall-0.05": 0.8125, - "recall-0.1": 0.9225, + "mean": 0.036174, + "median": 0.026754, + "std": 0.039405, + "sem": 0.002008, + "min": 0.002705, + "max": 0.489153, + "recall-0.025": 0.435, + "recall-0.05": 0.8075, + "recall-0.1": 0.9275, "recall-0.15": 0.945, - "recall-0.25": 0.9525, + "recall-0.25": 0.96, "recall-0.5": 0.965, "num_labels": 400 }, "wrist_right": { - "count": 383, - "mean": 0.04009, - "median": 0.026257, - "std": 0.042137, - "sem": 0.002156, - "min": 0.001451, - "max": 0.269131, - "recall-0.025": 0.4525, - "recall-0.05": 0.7375, - "recall-0.1": 0.8975, - "recall-0.15": 0.925, - "recall-0.25": 0.95, - "recall-0.5": 0.9575, + "count": 384, + "mean": 0.039163, + "median": 0.027856, + "std": 0.036738, + "sem": 0.001877, + "min": 0.001477, + "max": 0.227887, + "recall-0.025": 0.425, + "recall-0.05": 0.745, + "recall-0.1": 0.9025, + "recall-0.15": 0.9325, + "recall-0.25": 0.96, + "recall-0.5": 0.96, "num_labels": 400 }, "hip_left": { - "count": 385, - "mean": 0.047588, - "median": 0.040146, - "std": 0.031679, - "sem": 0.001617, - "min": 0.004897, - "max": 0.255357, - "recall-0.025": 0.2375, - "recall-0.05": 0.6125, - "recall-0.1": 0.905, - "recall-0.15": 0.95, - "recall-0.25": 0.96, - "recall-0.5": 0.9625, - "num_labels": 400 - }, - "hip_right": { "count": 386, - "mean": 0.051153, - "median": 0.03889, - "std": 0.040037, - "sem": 0.00204, - "min": 0.001325, - "max": 0.238013, - "recall-0.025": 0.22, - "recall-0.05": 0.6075, - "recall-0.1": 0.855, - "recall-0.15": 0.9275, + "mean": 0.04767, + "median": 0.039782, + "std": 0.030894, + "sem": 0.001574, + "min": 0.002335, + "max": 0.205704, + "recall-0.025": 0.23, + "recall-0.05": 0.6375, + "recall-0.1": 0.905, + "recall-0.15": 0.955, "recall-0.25": 0.965, "recall-0.5": 0.965, "num_labels": 400 }, + "hip_right": { + "count": 386, + "mean": 0.050277, + "median": 0.040307, + "std": 0.037465, + "sem": 0.001909, + "min": 0.00209, + "max": 0.253614, + "recall-0.025": 0.22, + "recall-0.05": 0.6125, + "recall-0.1": 0.8625, + "recall-0.15": 0.9375, + "recall-0.25": 0.9625, + "recall-0.5": 0.965, + "num_labels": 400 + }, "knee_left": { - "count": 384, - "mean": 0.035642, - "median": 0.024978, - "std": 0.046584, - "sem": 0.00238, - "min": 0.00327, - "max": 0.365998, - "recall-0.025": 0.4825, - "recall-0.05": 0.8425, - "recall-0.1": 0.92, - "recall-0.15": 0.9325, - "recall-0.25": 0.9375, - "recall-0.5": 0.96, + "count": 386, + "mean": 0.039586, + "median": 0.027432, + "std": 0.041926, + "sem": 0.002137, + "min": 0.003206, + "max": 0.318744, + "recall-0.025": 0.4175, + "recall-0.05": 0.785, + "recall-0.1": 0.915, + "recall-0.15": 0.935, + "recall-0.25": 0.96, + "recall-0.5": 0.965, "num_labels": 400 }, "knee_right": { - "count": 381, - "mean": 0.041849, - "median": 0.025249, - "std": 0.072437, - "sem": 0.003716, - "min": 0.00254, - "max": 0.485743, - "recall-0.025": 0.47, - "recall-0.05": 0.8225, - "recall-0.1": 0.905, - "recall-0.15": 0.915, + "count": 386, + "mean": 0.050287, + "median": 0.025476, + "std": 0.081256, + "sem": 0.004141, + "min": 0.002579, + "max": 0.491857, + "recall-0.025": 0.4725, + "recall-0.05": 0.79, + "recall-0.1": 0.865, + "recall-0.15": 0.8975, "recall-0.25": 0.92, - "recall-0.5": 0.9525, + "recall-0.5": 0.965, "num_labels": 400 }, "ankle_left": { - "count": 381, - "mean": 0.035229, - "median": 0.025574, - "std": 0.046306, - "sem": 0.002375, - "min": 0.002257, - "max": 0.458632, - "recall-0.025": 0.46, - "recall-0.05": 0.81, - "recall-0.1": 0.9175, - "recall-0.15": 0.9375, - "recall-0.25": 0.94, - "recall-0.5": 0.9525, + "count": 385, + "mean": 0.043134, + "median": 0.026326, + "std": 0.057327, + "sem": 0.002925, + "min": 0.002246, + "max": 0.462023, + "recall-0.025": 0.4675, + "recall-0.05": 0.775, + "recall-0.1": 0.8775, + "recall-0.15": 0.9225, + "recall-0.25": 0.945, + "recall-0.5": 0.9625, "num_labels": 400 }, "ankle_right": { - "count": 366, - "mean": 0.046296, - "median": 0.028993, - "std": 0.054021, - "sem": 0.002828, + "count": 373, + "mean": 0.062166, + "median": 0.029815, + "std": 0.086863, + "sem": 0.004504, "min": 0.002596, - "max": 0.434415, - "recall-0.025": 0.4025, - "recall-0.05": 0.6625, - "recall-0.1": 0.8325, - "recall-0.15": 0.88, - "recall-0.25": 0.9025, - "recall-0.5": 0.915, + "max": 0.480586, + "recall-0.025": 0.3925, + "recall-0.05": 0.655, + "recall-0.1": 0.7975, + "recall-0.15": 0.8325, + "recall-0.25": 0.8725, + "recall-0.5": 0.9325, "num_labels": 400 }, "joint_recalls": { "num_labels": 5200, - "recall-0.025": 0.37346, - "recall-0.05": 0.75962, - "recall-0.1": 0.90942, - "recall-0.15": 0.93577, - "recall-0.25": 0.94788, - "recall-0.5": 0.95731 + "recall-0.025": 0.36827, + "recall-0.05": 0.75115, + "recall-0.1": 0.90269, + "recall-0.15": 0.93231, + "recall-0.25": 0.94981, + "recall-0.5": 0.96173 } } { "total_parts": 5600, - "correct_parts": 5277, - "pcp": 0.942321 + "correct_parts": 5299, + "pcp": 0.94625 } ``` @@ -5965,26 +5965,26 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.278237, - "demosaicing": 0.0110612, - "avg_time_2d": 0.0240154, - "avg_time_3d": 0.000242046, - "fps": 28.3137 + "img_loading": 0.28805, + "demosaicing": 0.0116658, + "avg_time_2d": 0.0242561, + "avg_time_3d": 0.000238594, + "fps": 27.6545 } { "triangulator_calls": 121, - "init_time": 3.4108e-06, - "undistort_time": 1.9004e-05, - "project_time": 3.96777e-06, - "match_time": 1.33092e-05, - "pairs_time": 1.08128e-05, - "pair_scoring_time": 6.1806e-05, - "grouping_time": 1.16601e-05, - "full_time": 7.14101e-05, - "merge_time": 3.26368e-05, - "post_time": 7.33497e-06, - "convert_time": 1.39355e-07, - "total_time": 0.00023573 + "init_time": 4.08595e-06, + "undistort_time": 1.86801e-05, + "project_time": 3.94954e-06, + "match_time": 1.34596e-05, + "pairs_time": 1.04499e-05, + "pair_scoring_time": 6.02329e-05, + "grouping_time": 1.08765e-05, + "full_time": 6.96021e-05, + "merge_time": 3.28607e-05, + "post_time": 8.28535e-06, + "convert_time": 1.28521e-07, + "total_time": 0.000232845 } { "person_nums": { @@ -6003,21 +6003,21 @@ Results of the model in various experiments on different datasets. \ }, "mpjpe": { "count": 363, - "mean": 0.025709, - "median": 0.024834, - "std": 0.007209, - "sem": 0.000379, - "min": 0.011746, - "max": 0.051988, - "recall-0.025": 0.515152, + "mean": 0.02531, + "median": 0.024368, + "std": 0.007125, + "sem": 0.000374, + "min": 0.011428, + "max": 0.052149, + "recall-0.025": 0.5427, "recall-0.05": 0.997245, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363, - "ap-0.025": 0.282931, - "ap-0.05": 0.996426, + "ap-0.025": 0.318122, + "ap-0.05": 0.996046, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, @@ -6025,14 +6025,14 @@ Results of the model in various experiments on different datasets. \ }, "head": { "count": 363, - "mean": 0.027303, - "median": 0.023105, - "std": 0.016677, - "sem": 0.000877, - "min": 0.001375, - "max": 0.086144, - "recall-0.025": 0.573003, - "recall-0.05": 0.900826, + "mean": 0.027212, + "median": 0.023301, + "std": 0.016729, + "sem": 0.000879, + "min": 0.000467, + "max": 0.087506, + "recall-0.025": 0.570248, + "recall-0.05": 0.895317, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -6041,15 +6041,15 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_left": { "count": 363, - "mean": 0.027108, - "median": 0.022, - "std": 0.020752, - "sem": 0.001091, - "min": 0.002767, - "max": 0.150529, - "recall-0.025": 0.592287, - "recall-0.05": 0.892562, - "recall-0.1": 0.986226, + "mean": 0.026811, + "median": 0.02088, + "std": 0.020969, + "sem": 0.001102, + "min": 0.002809, + "max": 0.15058, + "recall-0.025": 0.608815, + "recall-0.05": 0.903581, + "recall-0.1": 0.980716, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -6057,14 +6057,14 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 363, - "mean": 0.02312, - "median": 0.020238, - "std": 0.012706, - "sem": 0.000668, - "min": 0.002849, - "max": 0.10193, - "recall-0.025": 0.62259, - "recall-0.05": 0.966942, + "mean": 0.022904, + "median": 0.020067, + "std": 0.012887, + "sem": 0.000677, + "min": 0.002877, + "max": 0.101877, + "recall-0.025": 0.630854, + "recall-0.05": 0.964187, "recall-0.1": 0.997245, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -6073,14 +6073,14 @@ Results of the model in various experiments on different datasets. \ }, "elbow_left": { "count": 363, - "mean": 0.022561, - "median": 0.019468, - "std": 0.015633, - "sem": 0.000822, - "min": 0.001582, - "max": 0.207353, - "recall-0.025": 0.68595, - "recall-0.05": 0.961433, + "mean": 0.021899, + "median": 0.018853, + "std": 0.015431, + "sem": 0.000811, + "min": 0.001506, + "max": 0.207187, + "recall-0.025": 0.710744, + "recall-0.05": 0.964187, "recall-0.1": 0.997245, "recall-0.15": 0.997245, "recall-0.25": 1.0, @@ -6089,13 +6089,13 @@ Results of the model in various experiments on different datasets. \ }, "elbow_right": { "count": 363, - "mean": 0.018544, - "median": 0.016655, - "std": 0.010242, - "sem": 0.000538, - "min": 0.002603, - "max": 0.082689, - "recall-0.025": 0.807163, + "mean": 0.018188, + "median": 0.016652, + "std": 0.009525, + "sem": 0.000501, + "min": 0.00268, + "max": 0.067884, + "recall-0.025": 0.815427, "recall-0.05": 0.988981, "recall-0.1": 1.0, "recall-0.15": 1.0, @@ -6105,14 +6105,14 @@ Results of the model in various experiments on different datasets. \ }, "wrist_left": { "count": 363, - "mean": 0.023435, - "median": 0.018811, - "std": 0.018148, - "sem": 0.000954, - "min": 0.0023, - "max": 0.200226, - "recall-0.025": 0.688705, - "recall-0.05": 0.933884, + "mean": 0.02269, + "median": 0.018257, + "std": 0.017904, + "sem": 0.000941, + "min": 0.002167, + "max": 0.203248, + "recall-0.025": 0.702479, + "recall-0.05": 0.944904, "recall-0.1": 0.991736, "recall-0.15": 0.997245, "recall-0.25": 1.0, @@ -6121,14 +6121,14 @@ Results of the model in various experiments on different datasets. \ }, "wrist_right": { "count": 363, - "mean": 0.019636, - "median": 0.017778, - "std": 0.011098, - "sem": 0.000583, - "min": 0.003242, - "max": 0.077536, - "recall-0.025": 0.76584, - "recall-0.05": 0.980716, + "mean": 0.019404, + "median": 0.01794, + "std": 0.01083, + "sem": 0.000569, + "min": 0.002229, + "max": 0.077607, + "recall-0.025": 0.785124, + "recall-0.05": 0.983471, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -6137,14 +6137,14 @@ Results of the model in various experiments on different datasets. \ }, "hip_left": { "count": 363, - "mean": 0.031051, - "median": 0.026439, - "std": 0.016983, - "sem": 0.000893, - "min": 0.005104, - "max": 0.117092, - "recall-0.025": 0.446281, - "recall-0.05": 0.853994, + "mean": 0.030718, + "median": 0.026467, + "std": 0.016823, + "sem": 0.000884, + "min": 0.005167, + "max": 0.101401, + "recall-0.025": 0.4573, + "recall-0.05": 0.856749, "recall-0.1": 0.997245, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -6153,14 +6153,14 @@ Results of the model in various experiments on different datasets. \ }, "hip_right": { "count": 363, - "mean": 0.031582, - "median": 0.028644, - "std": 0.017376, - "sem": 0.000913, - "min": 0.003061, - "max": 0.138503, - "recall-0.025": 0.366391, - "recall-0.05": 0.892562, + "mean": 0.031392, + "median": 0.028633, + "std": 0.017027, + "sem": 0.000895, + "min": 0.001927, + "max": 0.130368, + "recall-0.025": 0.38292, + "recall-0.05": 0.889807, "recall-0.1": 0.991736, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -6169,15 +6169,15 @@ Results of the model in various experiments on different datasets. \ }, "knee_left": { "count": 363, - "mean": 0.028515, - "median": 0.021075, - "std": 0.023189, - "sem": 0.001219, - "min": 0.00224, - "max": 0.123462, + "mean": 0.02865, + "median": 0.020813, + "std": 0.02391, + "sem": 0.001257, + "min": 0.001678, + "max": 0.128791, "recall-0.025": 0.61708, - "recall-0.05": 0.853994, - "recall-0.1": 0.972452, + "recall-0.05": 0.85124, + "recall-0.1": 0.966942, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -6185,14 +6185,14 @@ Results of the model in various experiments on different datasets. \ }, "knee_right": { "count": 363, - "mean": 0.023905, - "median": 0.020469, - "std": 0.013552, - "sem": 0.000712, - "min": 0.00231, - "max": 0.067798, - "recall-0.025": 0.586777, - "recall-0.05": 0.939394, + "mean": 0.023425, + "median": 0.02029, + "std": 0.013372, + "sem": 0.000703, + "min": 0.001885, + "max": 0.067752, + "recall-0.025": 0.62259, + "recall-0.05": 0.944904, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -6201,43 +6201,43 @@ Results of the model in various experiments on different datasets. \ }, "ankle_left": { "count": 363, - "mean": 0.028076, - "median": 0.022154, - "std": 0.022505, - "sem": 0.001183, - "min": 0.002848, - "max": 0.178544, - "recall-0.025": 0.575758, - "recall-0.05": 0.900826, + "mean": 0.027932, + "median": 0.021889, + "std": 0.022421, + "sem": 0.001178, + "min": 0.001821, + "max": 0.198192, + "recall-0.025": 0.597796, + "recall-0.05": 0.895317, "recall-0.1": 0.980716, - "recall-0.15": 0.99449, + "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "ankle_right": { "count": 363, - "mean": 0.029383, - "median": 0.022253, - "std": 0.026946, - "sem": 0.001416, - "min": 0.003171, - "max": 0.279154, - "recall-0.025": 0.573003, - "recall-0.05": 0.870523, - "recall-0.1": 0.975207, - "recall-0.15": 0.99449, - "recall-0.25": 0.997245, + "mean": 0.027802, + "median": 0.021428, + "std": 0.02231, + "sem": 0.001173, + "min": 0.00376, + "max": 0.175015, + "recall-0.025": 0.578512, + "recall-0.05": 0.884298, + "recall-0.1": 0.977961, + "recall-0.15": 0.997245, + "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "joint_recalls": { "num_labels": 4719, - "recall-0.025": 0.60691, - "recall-0.05": 0.91651, - "recall-0.1": 0.99068, - "recall-0.15": 0.99746, - "recall-0.25": 0.99958, + "recall-0.025": 0.62026, + "recall-0.05": 0.91926, + "recall-0.1": 0.9894, + "recall-0.15": 0.99788, + "recall-0.25": 1.0, "recall-0.5": 1.0 } } @@ -6252,26 +6252,26 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.303957, - "demosaicing": 0.0124639, - "avg_time_2d": 0.028774, - "avg_time_3d": 0.000427253, - "fps": 24.0009 + "img_loading": 0.309183, + "demosaicing": 0.0128576, + "avg_time_2d": 0.0292881, + "avg_time_3d": 0.000438352, + "fps": 23.4829 } { "triangulator_calls": 166, - "init_time": 4.4167e-06, - "undistort_time": 2.639e-05, - "project_time": 5.98478e-06, - "match_time": 2.41609e-05, - "pairs_time": 2.84968e-05, - "pair_scoring_time": 0.000108731, - "grouping_time": 2.2923e-05, - "full_time": 0.000133892, - "merge_time": 5.43871e-05, - "post_time": 8.74764e-06, - "convert_time": 1.87614e-07, - "total_time": 0.000418557 + "init_time": 4.69469e-06, + "undistort_time": 2.60795e-05, + "project_time": 5.99894e-06, + "match_time": 2.4449e-05, + "pairs_time": 2.79082e-05, + "pair_scoring_time": 0.000109809, + "grouping_time": 2.17006e-05, + "full_time": 0.000134199, + "merge_time": 6.01664e-05, + "post_time": 9.65646e-06, + "convert_time": 1.84584e-07, + "total_time": 0.000425084 } { "person_nums": { @@ -6290,36 +6290,36 @@ Results of the model in various experiments on different datasets. \ }, "mpjpe": { "count": 332, - "mean": 0.024425, - "median": 0.021271, - "std": 0.008542, - "sem": 0.00047, - "min": 0.011864, - "max": 0.05374, - "recall-0.025": 0.635542, - "recall-0.05": 0.98494, + "mean": 0.023995, + "median": 0.020687, + "std": 0.008579, + "sem": 0.000472, + "min": 0.011549, + "max": 0.053609, + "recall-0.025": 0.659639, + "recall-0.05": 0.987952, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332, - "ap-0.025": 0.345599, - "ap-0.05": 0.628717, - "ap-0.1": 0.654377, - "ap-0.15": 0.654377, - "ap-0.25": 0.654377, - "ap-0.5": 0.654377 + "ap-0.025": 0.334434, + "ap-0.05": 0.69633, + "ap-0.1": 0.723417, + "ap-0.15": 0.723417, + "ap-0.25": 0.723417, + "ap-0.5": 0.723417 }, "head": { "count": 332, - "mean": 0.039882, - "median": 0.039905, - "std": 0.020357, - "sem": 0.001119, - "min": 0.00252, - "max": 0.100623, - "recall-0.025": 0.298193, - "recall-0.05": 0.677711, + "mean": 0.039637, + "median": 0.039723, + "std": 0.020379, + "sem": 0.00112, + "min": 0.003048, + "max": 0.102672, + "recall-0.025": 0.289157, + "recall-0.05": 0.683735, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -6328,14 +6328,14 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_left": { "count": 332, - "mean": 0.023024, - "median": 0.020257, - "std": 0.01221, - "sem": 0.000671, - "min": 0.001095, - "max": 0.078755, - "recall-0.025": 0.707831, - "recall-0.05": 0.954819, + "mean": 0.023128, + "median": 0.020367, + "std": 0.012288, + "sem": 0.000675, + "min": 0.001007, + "max": 0.083168, + "recall-0.025": 0.701807, + "recall-0.05": 0.960843, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -6344,30 +6344,30 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 332, - "mean": 0.028515, - "median": 0.02123, - "std": 0.02201, - "sem": 0.00121, - "min": 0.002349, - "max": 0.150413, - "recall-0.025": 0.626506, + "mean": 0.028305, + "median": 0.020614, + "std": 0.021764, + "sem": 0.001196, + "min": 0.002427, + "max": 0.145471, + "recall-0.025": 0.620482, "recall-0.05": 0.870482, - "recall-0.1": 0.987952, - "recall-0.15": 0.996988, + "recall-0.1": 0.990964, + "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "elbow_left": { "count": 332, - "mean": 0.019324, - "median": 0.016468, - "std": 0.010797, - "sem": 0.000593, - "min": 0.003763, - "max": 0.074035, - "recall-0.025": 0.771084, - "recall-0.05": 0.978916, + "mean": 0.019095, + "median": 0.016275, + "std": 0.01051, + "sem": 0.000578, + "min": 0.002854, + "max": 0.072498, + "recall-0.025": 0.774096, + "recall-0.05": 0.981928, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -6376,13 +6376,13 @@ Results of the model in various experiments on different datasets. \ }, "elbow_right": { "count": 332, - "mean": 0.023678, - "median": 0.019658, - "std": 0.015704, - "sem": 0.000863, - "min": 0.002643, - "max": 0.115356, - "recall-0.025": 0.695783, + "mean": 0.023372, + "median": 0.019581, + "std": 0.015797, + "sem": 0.000868, + "min": 0.001531, + "max": 0.115047, + "recall-0.025": 0.713855, "recall-0.05": 0.921687, "recall-0.1": 0.996988, "recall-0.15": 1.0, @@ -6392,15 +6392,15 @@ Results of the model in various experiments on different datasets. \ }, "wrist_left": { "count": 332, - "mean": 0.019812, - "median": 0.013198, - "std": 0.01932, - "sem": 0.001062, - "min": 0.00177, - "max": 0.131494, - "recall-0.025": 0.759036, + "mean": 0.019054, + "median": 0.012855, + "std": 0.017428, + "sem": 0.000958, + "min": 0.001622, + "max": 0.105623, + "recall-0.025": 0.76506, "recall-0.05": 0.927711, - "recall-0.1": 0.987952, + "recall-0.1": 0.990964, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -6408,15 +6408,15 @@ Results of the model in various experiments on different datasets. \ }, "wrist_right": { "count": 332, - "mean": 0.028082, - "median": 0.020659, - "std": 0.022301, - "sem": 0.001226, - "min": 0.003582, - "max": 0.177319, - "recall-0.025": 0.611446, - "recall-0.05": 0.876506, - "recall-0.1": 0.978916, + "mean": 0.024673, + "median": 0.019091, + "std": 0.018977, + "sem": 0.001043, + "min": 0.003551, + "max": 0.177674, + "recall-0.025": 0.665663, + "recall-0.05": 0.903614, + "recall-0.1": 0.993976, "recall-0.15": 0.996988, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -6424,14 +6424,14 @@ Results of the model in various experiments on different datasets. \ }, "hip_left": { "count": 332, - "mean": 0.029313, - "median": 0.024921, - "std": 0.017145, - "sem": 0.000942, - "min": 0.002577, - "max": 0.113372, - "recall-0.025": 0.503012, - "recall-0.05": 0.891566, + "mean": 0.029132, + "median": 0.025095, + "std": 0.017047, + "sem": 0.000937, + "min": 0.005652, + "max": 0.10606, + "recall-0.025": 0.490964, + "recall-0.05": 0.903614, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -6440,14 +6440,14 @@ Results of the model in various experiments on different datasets. \ }, "hip_right": { "count": 332, - "mean": 0.029537, - "median": 0.02664, - "std": 0.015658, - "sem": 0.000861, - "min": 0.001439, - "max": 0.105894, - "recall-0.025": 0.442771, - "recall-0.05": 0.918675, + "mean": 0.029315, + "median": 0.025823, + "std": 0.015808, + "sem": 0.000869, + "min": 0.001028, + "max": 0.106962, + "recall-0.025": 0.487952, + "recall-0.05": 0.921687, "recall-0.1": 0.993976, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -6456,14 +6456,14 @@ Results of the model in various experiments on different datasets. \ }, "knee_left": { "count": 332, - "mean": 0.020974, - "median": 0.015503, - "std": 0.015422, - "sem": 0.000848, - "min": 0.000939, - "max": 0.099795, - "recall-0.025": 0.75, - "recall-0.05": 0.930723, + "mean": 0.020965, + "median": 0.015535, + "std": 0.015531, + "sem": 0.000854, + "min": 0.001814, + "max": 0.099969, + "recall-0.025": 0.746988, + "recall-0.05": 0.927711, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -6472,15 +6472,15 @@ Results of the model in various experiments on different datasets. \ }, "knee_right": { "count": 332, - "mean": 0.019021, - "median": 0.013273, - "std": 0.015966, - "sem": 0.000878, - "min": 0.001757, - "max": 0.104421, + "mean": 0.019054, + "median": 0.013204, + "std": 0.016014, + "sem": 0.00088, + "min": 0.001764, + "max": 0.103151, "recall-0.025": 0.75, - "recall-0.05": 0.954819, - "recall-0.1": 0.993976, + "recall-0.05": 0.942771, + "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -6488,14 +6488,14 @@ Results of the model in various experiments on different datasets. \ }, "ankle_left": { "count": 332, - "mean": 0.013638, - "median": 0.010547, - "std": 0.009849, - "sem": 0.000541, - "min": 0.001846, - "max": 0.06429, + "mean": 0.013524, + "median": 0.010247, + "std": 0.009565, + "sem": 0.000526, + "min": 0.001938, + "max": 0.058708, "recall-0.025": 0.888554, - "recall-0.05": 0.993976, + "recall-0.05": 0.996988, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -6504,14 +6504,14 @@ Results of the model in various experiments on different datasets. \ }, "ankle_right": { "count": 332, - "mean": 0.022724, - "median": 0.020629, - "std": 0.013353, - "sem": 0.000734, - "min": 0.001949, - "max": 0.107535, - "recall-0.025": 0.783133, - "recall-0.05": 0.954819, + "mean": 0.02268, + "median": 0.020518, + "std": 0.013499, + "sem": 0.000742, + "min": 0.002687, + "max": 0.107519, + "recall-0.025": 0.78012, + "recall-0.05": 0.951807, "recall-0.1": 0.993976, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -6520,10 +6520,10 @@ Results of the model in various experiments on different datasets. \ }, "joint_recalls": { "num_labels": 4316, - "recall-0.025": 0.65871, - "recall-0.05": 0.91057, - "recall-0.1": 0.99444, - "recall-0.15": 0.99954, + "recall-0.025": 0.66589, + "recall-0.05": 0.91381, + "recall-0.1": 0.99629, + "recall-0.15": 0.99977, "recall-0.25": 1.0, "recall-0.5": 1.0 } @@ -6539,75 +6539,75 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.298966, - "demosaicing": 0.0113474, - "avg_time_2d": 0.0280345, - "avg_time_3d": 0.000433696, - "fps": 25.1158 + "img_loading": 0.305674, + "demosaicing": 0.0114629, + "avg_time_2d": 0.0281976, + "avg_time_3d": 0.000438417, + "fps": 24.9383 } { "triangulator_calls": 110, - "init_time": 3.95514e-06, - "undistort_time": 2.53e-05, - "project_time": 5.29397e-06, - "match_time": 2.4653e-05, - "pairs_time": 2.7177e-05, - "pair_scoring_time": 0.000113083, - "grouping_time": 3.83683e-05, - "full_time": 0.000129254, - "merge_time": 4.6897e-05, - "post_time": 9.29975e-06, - "convert_time": 1.91573e-07, - "total_time": 0.000423714 + "init_time": 4.95232e-06, + "undistort_time": 2.52531e-05, + "project_time": 5.4585e-06, + "match_time": 2.41548e-05, + "pairs_time": 2.70104e-05, + "pair_scoring_time": 0.000113288, + "grouping_time": 3.64481e-05, + "full_time": 0.000128769, + "merge_time": 5.28623e-05, + "post_time": 1.04197e-05, + "convert_time": 1.99982e-07, + "total_time": 0.000429058 } { "person_nums": { "total_frames": 110, "total_labels": 330, - "total_preds": 449, + "total_preds": 452, "considered_empty": 0, "valid_preds": 330, - "invalid_preds": 119, + "invalid_preds": 122, "missing": 0, - "invalid_fraction": 0.26503, - "precision": 0.73497, + "invalid_fraction": 0.26991, + "precision": 0.73009, "recall": 1.0, - "f1": 0.84724, - "non_empty": 449 + "f1": 0.84399, + "non_empty": 452 }, "mpjpe": { "count": 330, - "mean": 0.041063, - "median": 0.036866, - "std": 0.015367, - "sem": 0.000847, - "min": 0.018212, - "max": 0.103604, + "mean": 0.040685, + "median": 0.035927, + "std": 0.015409, + "sem": 0.00085, + "min": 0.018223, + "max": 0.1026, "recall-0.025": 0.10303, - "recall-0.05": 0.760606, + "recall-0.05": 0.772727, "recall-0.1": 0.99697, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330, - "ap-0.025": 0.017154, - "ap-0.05": 0.489974, - "ap-0.1": 0.742996, - "ap-0.15": 0.747355, - "ap-0.25": 0.747355, - "ap-0.5": 0.747355 + "ap-0.025": 0.012663, + "ap-0.05": 0.524153, + "ap-0.1": 0.746912, + "ap-0.15": 0.751238, + "ap-0.25": 0.751238, + "ap-0.5": 0.751238 }, "head": { "count": 330, - "mean": 0.048055, - "median": 0.042068, - "std": 0.025825, - "sem": 0.001424, - "min": 0.005872, - "max": 0.151981, - "recall-0.025": 0.163636, - "recall-0.05": 0.615152, - "recall-0.1": 0.954545, + "mean": 0.047557, + "median": 0.041541, + "std": 0.025848, + "sem": 0.001425, + "min": 0.00847, + "max": 0.15047, + "recall-0.025": 0.160606, + "recall-0.05": 0.642424, + "recall-0.1": 0.957576, "recall-0.15": 0.99697, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -6615,14 +6615,14 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_left": { "count": 330, - "mean": 0.046432, - "median": 0.042123, - "std": 0.024892, - "sem": 0.001372, - "min": 0.004769, - "max": 0.163066, - "recall-0.025": 0.178788, - "recall-0.05": 0.633333, + "mean": 0.046277, + "median": 0.042165, + "std": 0.024931, + "sem": 0.001374, + "min": 0.004988, + "max": 0.161785, + "recall-0.025": 0.181818, + "recall-0.05": 0.642424, "recall-0.1": 0.972727, "recall-0.15": 0.99697, "recall-0.25": 1.0, @@ -6631,15 +6631,15 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 330, - "mean": 0.041224, - "median": 0.036008, - "std": 0.023223, - "sem": 0.00128, - "min": 0.00437, - "max": 0.136017, - "recall-0.025": 0.242424, - "recall-0.05": 0.760606, - "recall-0.1": 0.969697, + "mean": 0.04116, + "median": 0.036567, + "std": 0.023032, + "sem": 0.00127, + "min": 0.004716, + "max": 0.128906, + "recall-0.025": 0.239394, + "recall-0.05": 0.769697, + "recall-0.1": 0.966667, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -6647,78 +6647,78 @@ Results of the model in various experiments on different datasets. \ }, "elbow_left": { "count": 330, - "mean": 0.045598, - "median": 0.039718, - "std": 0.028504, - "sem": 0.001571, - "min": 0.005659, - "max": 0.199871, - "recall-0.025": 0.230303, - "recall-0.05": 0.654545, - "recall-0.1": 0.939394, - "recall-0.15": 0.993939, + "mean": 0.044633, + "median": 0.036936, + "std": 0.028574, + "sem": 0.001575, + "min": 0.005789, + "max": 0.201307, + "recall-0.025": 0.242424, + "recall-0.05": 0.675758, + "recall-0.1": 0.945455, + "recall-0.15": 0.990909, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "elbow_right": { "count": 330, - "mean": 0.042717, - "median": 0.036098, - "std": 0.028046, - "sem": 0.001546, - "min": 0.003197, - "max": 0.235706, - "recall-0.025": 0.254545, - "recall-0.05": 0.69697, - "recall-0.1": 0.957576, - "recall-0.15": 0.990909, + "mean": 0.042338, + "median": 0.036531, + "std": 0.027079, + "sem": 0.001493, + "min": 0.002959, + "max": 0.173688, + "recall-0.025": 0.269697, + "recall-0.05": 0.687879, + "recall-0.1": 0.960606, + "recall-0.15": 0.987879, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "wrist_left": { "count": 330, - "mean": 0.048578, - "median": 0.040402, - "std": 0.037102, - "sem": 0.002045, - "min": 0.004103, - "max": 0.361979, - "recall-0.025": 0.215152, + "mean": 0.047385, + "median": 0.039396, + "std": 0.036092, + "sem": 0.00199, + "min": 0.00312, + "max": 0.362224, + "recall-0.025": 0.230303, "recall-0.05": 0.618182, - "recall-0.1": 0.936364, - "recall-0.15": 0.981818, + "recall-0.1": 0.948485, + "recall-0.15": 0.984848, "recall-0.25": 0.993939, "recall-0.5": 1.0, "num_labels": 330 }, "wrist_right": { "count": 330, - "mean": 0.049619, - "median": 0.04227, - "std": 0.033048, - "sem": 0.001822, - "min": 0.007026, - "max": 0.315362, - "recall-0.025": 0.184848, - "recall-0.05": 0.648485, - "recall-0.1": 0.939394, - "recall-0.15": 0.990909, + "mean": 0.048453, + "median": 0.041322, + "std": 0.031797, + "sem": 0.001753, + "min": 0.006494, + "max": 0.316471, + "recall-0.025": 0.178788, + "recall-0.05": 0.642424, + "recall-0.1": 0.942424, + "recall-0.15": 0.987879, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "hip_left": { "count": 330, - "mean": 0.0425, - "median": 0.039894, - "std": 0.022271, - "sem": 0.001228, - "min": 0.003933, - "max": 0.142151, - "recall-0.025": 0.227273, - "recall-0.05": 0.69697, + "mean": 0.042356, + "median": 0.038505, + "std": 0.02243, + "sem": 0.001237, + "min": 0.004392, + "max": 0.142299, + "recall-0.025": 0.233333, + "recall-0.05": 0.681818, "recall-0.1": 0.978788, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -6727,14 +6727,14 @@ Results of the model in various experiments on different datasets. \ }, "hip_right": { "count": 330, - "mean": 0.040343, - "median": 0.037497, - "std": 0.022022, - "sem": 0.001214, - "min": 0.003119, - "max": 0.129649, - "recall-0.025": 0.290909, - "recall-0.05": 0.687879, + "mean": 0.040304, + "median": 0.036005, + "std": 0.02231, + "sem": 0.00123, + "min": 0.003065, + "max": 0.132718, + "recall-0.025": 0.278788, + "recall-0.05": 0.675758, "recall-0.1": 0.981818, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -6743,15 +6743,15 @@ Results of the model in various experiments on different datasets. \ }, "knee_left": { "count": 330, - "mean": 0.033065, - "median": 0.028782, - "std": 0.020784, - "sem": 0.001146, - "min": 0.002685, - "max": 0.129199, - "recall-0.025": 0.415152, - "recall-0.05": 0.809091, - "recall-0.1": 0.987879, + "mean": 0.033253, + "median": 0.029765, + "std": 0.02064, + "sem": 0.001138, + "min": 0.002812, + "max": 0.120657, + "recall-0.025": 0.412121, + "recall-0.05": 0.806061, + "recall-0.1": 0.990909, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -6759,14 +6759,14 @@ Results of the model in various experiments on different datasets. \ }, "knee_right": { "count": 330, - "mean": 0.034365, - "median": 0.02907, - "std": 0.021004, - "sem": 0.001158, - "min": 0.002824, - "max": 0.144819, - "recall-0.025": 0.390909, - "recall-0.05": 0.79697, + "mean": 0.034384, + "median": 0.028609, + "std": 0.021406, + "sem": 0.00118, + "min": 0.003795, + "max": 0.145665, + "recall-0.025": 0.406061, + "recall-0.05": 0.781818, "recall-0.1": 0.987879, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -6775,15 +6775,15 @@ Results of the model in various experiments on different datasets. \ }, "ankle_left": { "count": 330, - "mean": 0.031349, - "median": 0.025941, - "std": 0.023478, - "sem": 0.001294, - "min": 0.002203, - "max": 0.166806, - "recall-0.025": 0.481818, - "recall-0.05": 0.833333, - "recall-0.1": 0.975758, + "mean": 0.031106, + "median": 0.025596, + "std": 0.02344, + "sem": 0.001292, + "min": 0.001782, + "max": 0.150282, + "recall-0.025": 0.487879, + "recall-0.05": 0.842424, + "recall-0.1": 0.972727, "recall-0.15": 0.99697, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -6791,15 +6791,15 @@ Results of the model in various experiments on different datasets. \ }, "ankle_right": { "count": 330, - "mean": 0.02998, - "median": 0.025332, - "std": 0.019723, - "sem": 0.001087, - "min": 0.00102, - "max": 0.120766, + "mean": 0.029694, + "median": 0.025146, + "std": 0.019564, + "sem": 0.001079, + "min": 0.000855, + "max": 0.125573, "recall-0.025": 0.493939, - "recall-0.05": 0.872727, - "recall-0.1": 0.990909, + "recall-0.05": 0.875758, + "recall-0.1": 0.987879, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -6807,9 +6807,9 @@ Results of the model in various experiments on different datasets. \ }, "joint_recalls": { "num_labels": 4290, - "recall-0.025": 0.28788, - "recall-0.05": 0.71608, - "recall-0.1": 0.9662, + "recall-0.025": 0.29184, + "recall-0.05": 0.71725, + "recall-0.1": 0.96737, "recall-0.15": 0.9951, "recall-0.25": 0.99907, "recall-0.5": 1.0 @@ -6817,8 +6817,8 @@ Results of the model in various experiments on different datasets. \ } { "total_parts": 4620, - "correct_parts": 4602, - "pcp": 0.996104 + "correct_parts": 4604, + "pcp": 0.996537 } ``` @@ -6826,26 +6826,26 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.459734, - "demosaicing": 0.017871, - "avg_time_2d": 0.0512688, - "avg_time_3d": 0.00104949, - "fps": 14.2472 + "img_loading": 0.47791, + "demosaicing": 0.0182909, + "avg_time_2d": 0.0520221, + "avg_time_3d": 0.00104659, + "fps": 14.0135 } { "triangulator_calls": 121, - "init_time": 7.09261e-06, - "undistort_time": 5.16316e-05, - "project_time": 9.59474e-06, - "match_time": 3.9339e-05, - "pairs_time": 8.66918e-05, - "pair_scoring_time": 0.000306317, - "grouping_time": 0.000199618, - "full_time": 0.000260053, - "merge_time": 7.86561e-05, - "post_time": 9.62402e-06, - "convert_time": 2.1781e-07, - "total_time": 0.00104908 + "init_time": 6.88679e-06, + "undistort_time": 5.23905e-05, + "project_time": 9.0497e-06, + "match_time": 4.01391e-05, + "pairs_time": 8.70057e-05, + "pair_scoring_time": 0.000336236, + "grouping_time": 0.000163269, + "full_time": 0.000251549, + "merge_time": 8.83633e-05, + "post_time": 1.10199e-05, + "convert_time": 2.06455e-07, + "total_time": 0.00104636 } { "person_nums": { @@ -6864,52 +6864,52 @@ Results of the model in various experiments on different datasets. \ }, "mpjpe": { "count": 480, - "mean": 0.029849, - "median": 0.028051, - "std": 0.010079, - "sem": 0.000461, - "min": 0.013138, - "max": 0.086341, - "recall-0.025": 0.347107, - "recall-0.05": 0.944215, - "recall-0.1": 0.991736, + "mean": 0.029067, + "median": 0.02717, + "std": 0.009821, + "sem": 0.000449, + "min": 0.013032, + "max": 0.103851, + "recall-0.025": 0.38843, + "recall-0.05": 0.958678, + "recall-0.1": 0.989669, "recall-0.15": 0.991736, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484, - "ap-0.025": 0.128128, - "ap-0.05": 0.89161, - "ap-0.1": 0.980385, - "ap-0.15": 0.980385, - "ap-0.25": 0.980385, - "ap-0.5": 0.980385 + "ap-0.025": 0.16244, + "ap-0.05": 0.916549, + "ap-0.1": 0.977493, + "ap-0.15": 0.98115, + "ap-0.25": 0.98115, + "ap-0.5": 0.98115 }, "head": { "count": 480, - "mean": 0.03045, - "median": 0.026039, - "std": 0.019004, - "sem": 0.000868, - "min": 0.001683, - "max": 0.155456, - "recall-0.025": 0.466942, - "recall-0.05": 0.840909, - "recall-0.1": 0.989669, - "recall-0.15": 0.989669, + "mean": 0.029284, + "median": 0.024585, + "std": 0.017404, + "sem": 0.000795, + "min": 0.002961, + "max": 0.092373, + "recall-0.025": 0.510331, + "recall-0.05": 0.85124, + "recall-0.1": 0.991736, + "recall-0.15": 0.991736, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484 }, "shoulder_left": { "count": 480, - "mean": 0.030474, - "median": 0.025899, - "std": 0.017821, - "sem": 0.000814, - "min": 0.004913, - "max": 0.104684, - "recall-0.025": 0.471074, - "recall-0.05": 0.853306, + "mean": 0.029962, + "median": 0.02579, + "std": 0.017266, + "sem": 0.000789, + "min": 0.004219, + "max": 0.106701, + "recall-0.025": 0.477273, + "recall-0.05": 0.859504, "recall-0.1": 0.989669, "recall-0.15": 0.991736, "recall-0.25": 0.991736, @@ -6918,15 +6918,15 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 480, - "mean": 0.030255, - "median": 0.025788, - "std": 0.019962, - "sem": 0.000912, - "min": 0.002077, - "max": 0.144106, - "recall-0.025": 0.47314, - "recall-0.05": 0.865702, - "recall-0.1": 0.979339, + "mean": 0.029944, + "median": 0.025774, + "std": 0.019391, + "sem": 0.000886, + "min": 0.001207, + "max": 0.125026, + "recall-0.025": 0.483471, + "recall-0.05": 0.86157, + "recall-0.1": 0.981405, "recall-0.15": 0.991736, "recall-0.25": 0.991736, "recall-0.5": 0.991736, @@ -6934,15 +6934,15 @@ Results of the model in various experiments on different datasets. \ }, "elbow_left": { "count": 480, - "mean": 0.031086, - "median": 0.026898, - "std": 0.01782, - "sem": 0.000814, - "min": 0.004827, - "max": 0.138679, - "recall-0.025": 0.438017, - "recall-0.05": 0.863636, - "recall-0.1": 0.987603, + "mean": 0.03003, + "median": 0.026939, + "std": 0.0171, + "sem": 0.000781, + "min": 0.001985, + "max": 0.135678, + "recall-0.025": 0.452479, + "recall-0.05": 0.880165, + "recall-0.1": 0.985537, "recall-0.15": 0.991736, "recall-0.25": 0.991736, "recall-0.5": 0.991736, @@ -6950,62 +6950,62 @@ Results of the model in various experiments on different datasets. \ }, "elbow_right": { "count": 480, - "mean": 0.032084, - "median": 0.025951, - "std": 0.024617, - "sem": 0.001125, - "min": 0.001514, - "max": 0.199247, - "recall-0.025": 0.475207, - "recall-0.05": 0.865702, - "recall-0.1": 0.96281, - "recall-0.15": 0.983471, - "recall-0.25": 0.991736, + "mean": 0.031044, + "median": 0.025261, + "std": 0.022934, + "sem": 0.001048, + "min": 0.001452, + "max": 0.251242, + "recall-0.025": 0.491736, + "recall-0.05": 0.873967, + "recall-0.1": 0.97314, + "recall-0.15": 0.987603, + "recall-0.25": 0.989669, "recall-0.5": 0.991736, "num_labels": 484 }, "wrist_left": { "count": 480, - "mean": 0.036838, - "median": 0.030874, - "std": 0.026141, - "sem": 0.001194, - "min": 0.002116, - "max": 0.202987, - "recall-0.025": 0.378099, - "recall-0.05": 0.768595, - "recall-0.1": 0.964876, - "recall-0.15": 0.979339, + "mean": 0.034327, + "median": 0.028784, + "std": 0.023075, + "sem": 0.001054, + "min": 0.001608, + "max": 0.198774, + "recall-0.025": 0.392562, + "recall-0.05": 0.820248, + "recall-0.1": 0.971074, + "recall-0.15": 0.985537, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484 }, "wrist_right": { "count": 480, - "mean": 0.037543, - "median": 0.029696, - "std": 0.030892, - "sem": 0.001412, - "min": 0.002364, - "max": 0.286283, - "recall-0.025": 0.382231, - "recall-0.05": 0.770661, - "recall-0.1": 0.958678, - "recall-0.15": 0.979339, - "recall-0.25": 0.987603, + "mean": 0.034724, + "median": 0.028681, + "std": 0.02866, + "sem": 0.00131, + "min": 0.00237, + "max": 0.387798, + "recall-0.025": 0.419421, + "recall-0.05": 0.820248, + "recall-0.1": 0.971074, + "recall-0.15": 0.987603, + "recall-0.25": 0.989669, "recall-0.5": 0.991736, "num_labels": 484 }, "hip_left": { "count": 480, - "mean": 0.035469, - "median": 0.033235, - "std": 0.016523, - "sem": 0.000755, - "min": 0.005628, - "max": 0.1194, - "recall-0.025": 0.285124, - "recall-0.05": 0.82438, + "mean": 0.035295, + "median": 0.032683, + "std": 0.016579, + "sem": 0.000758, + "min": 0.002139, + "max": 0.120143, + "recall-0.025": 0.289256, + "recall-0.05": 0.822314, "recall-0.1": 0.989669, "recall-0.15": 0.991736, "recall-0.25": 0.991736, @@ -7014,15 +7014,15 @@ Results of the model in various experiments on different datasets. \ }, "hip_right": { "count": 480, - "mean": 0.037169, - "median": 0.031737, - "std": 0.022461, - "sem": 0.001026, - "min": 0.004121, - "max": 0.133569, - "recall-0.025": 0.311983, - "recall-0.05": 0.799587, - "recall-0.1": 0.964876, + "mean": 0.037307, + "median": 0.031413, + "std": 0.022956, + "sem": 0.001049, + "min": 0.003771, + "max": 0.136829, + "recall-0.025": 0.305785, + "recall-0.05": 0.793388, + "recall-0.1": 0.96281, "recall-0.15": 0.991736, "recall-0.25": 0.991736, "recall-0.5": 0.991736, @@ -7030,15 +7030,15 @@ Results of the model in various experiments on different datasets. \ }, "knee_left": { "count": 480, - "mean": 0.02087, - "median": 0.01723, - "std": 0.013743, - "sem": 0.000628, - "min": 0.003726, - "max": 0.142375, + "mean": 0.020766, + "median": 0.017399, + "std": 0.01289, + "sem": 0.000589, + "min": 0.003105, + "max": 0.089005, "recall-0.025": 0.727273, - "recall-0.05": 0.954545, - "recall-0.1": 0.989669, + "recall-0.05": 0.952479, + "recall-0.1": 0.991736, "recall-0.15": 0.991736, "recall-0.25": 0.991736, "recall-0.5": 0.991736, @@ -7046,14 +7046,14 @@ Results of the model in various experiments on different datasets. \ }, "knee_right": { "count": 480, - "mean": 0.023378, - "median": 0.019293, - "std": 0.015425, - "sem": 0.000705, - "min": 0.002083, - "max": 0.092417, - "recall-0.025": 0.663223, - "recall-0.05": 0.92562, + "mean": 0.023133, + "median": 0.019258, + "std": 0.015197, + "sem": 0.000694, + "min": 0.001804, + "max": 0.092539, + "recall-0.025": 0.667355, + "recall-0.05": 0.929752, "recall-0.1": 0.991736, "recall-0.15": 0.991736, "recall-0.25": 0.991736, @@ -7062,13 +7062,13 @@ Results of the model in various experiments on different datasets. \ }, "ankle_left": { "count": 480, - "mean": 0.020647, - "median": 0.017383, - "std": 0.013171, - "sem": 0.000602, - "min": 0.002292, - "max": 0.118335, - "recall-0.025": 0.739669, + "mean": 0.020493, + "median": 0.01753, + "std": 0.013087, + "sem": 0.000598, + "min": 0.00256, + "max": 0.123888, + "recall-0.025": 0.731405, "recall-0.05": 0.958678, "recall-0.1": 0.989669, "recall-0.15": 0.991736, @@ -7078,14 +7078,14 @@ Results of the model in various experiments on different datasets. \ }, "ankle_right": { "count": 480, - "mean": 0.021779, - "median": 0.018461, - "std": 0.013334, - "sem": 0.000609, - "min": 0.001779, - "max": 0.09571, - "recall-0.025": 0.71281, - "recall-0.05": 0.946281, + "mean": 0.021566, + "median": 0.018121, + "std": 0.012989, + "sem": 0.000594, + "min": 0.001731, + "max": 0.095336, + "recall-0.025": 0.710744, + "recall-0.05": 0.944215, "recall-0.1": 0.991736, "recall-0.15": 0.991736, "recall-0.25": 0.991736, @@ -7094,11 +7094,11 @@ Results of the model in various experiments on different datasets. \ }, "joint_recalls": { "num_labels": 6292, - "recall-0.025": 0.50064, - "recall-0.05": 0.86316, - "recall-0.1": 0.9795, - "recall-0.15": 0.98872, - "recall-0.25": 0.99126, + "recall-0.025": 0.51128, + "recall-0.05": 0.87333, + "recall-0.1": 0.98204, + "recall-0.15": 0.99015, + "recall-0.25": 0.9911, "recall-0.5": 0.99174 } } @@ -7113,59 +7113,59 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.452032, - "demosaicing": 0.0177035, - "avg_time_2d": 0.0439512, - "avg_time_3d": 0.000726597, - "fps": 16.0304 + "img_loading": 0.451802, + "demosaicing": 0.0183249, + "avg_time_2d": 0.0441664, + "avg_time_3d": 0.000727349, + "fps": 15.8181 } { "triangulator_calls": 183, - "init_time": 6.71268e-06, - "undistort_time": 4.29741e-05, - "project_time": 8.26797e-06, - "match_time": 3.34986e-05, - "pairs_time": 6.2742e-05, - "pair_scoring_time": 0.000192444, - "grouping_time": 5.69908e-05, - "full_time": 0.000215974, - "merge_time": 8.97259e-05, - "post_time": 9.68145e-06, - "convert_time": 2.04923e-07, - "total_time": 0.000719457 + "init_time": 6.04716e-06, + "undistort_time": 4.27667e-05, + "project_time": 8.33188e-06, + "match_time": 3.31957e-05, + "pairs_time": 6.26996e-05, + "pair_scoring_time": 0.000195276, + "grouping_time": 4.98636e-05, + "full_time": 0.000214836, + "merge_time": 9.74097e-05, + "post_time": 1.07337e-05, + "convert_time": 2.03694e-07, + "total_time": 0.000721604 } { "person_nums": { "total_frames": 183, "total_labels": 732, - "total_preds": 733, + "total_preds": 732, "considered_empty": 0, "valid_preds": 732, - "invalid_preds": 1, + "invalid_preds": 0, "missing": 0, - "invalid_fraction": 0.00136, - "precision": 0.99864, + "invalid_fraction": 0.0, + "precision": 1.0, "recall": 1.0, - "f1": 0.99932, - "non_empty": 733 + "f1": 1.0, + "non_empty": 732 }, "mpjpe": { "count": 732, - "mean": 0.025045, - "median": 0.023879, - "std": 0.007244, - "sem": 0.000268, - "min": 0.009835, - "max": 0.074011, - "recall-0.025": 0.586066, - "recall-0.05": 0.991803, + "mean": 0.02469, + "median": 0.023646, + "std": 0.00687, + "sem": 0.000254, + "min": 0.010015, + "max": 0.063899, + "recall-0.025": 0.598361, + "recall-0.05": 0.993169, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732, - "ap-0.025": 0.392784, - "ap-0.05": 0.988954, + "ap-0.025": 0.406508, + "ap-0.05": 0.992169, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, @@ -7173,31 +7173,31 @@ Results of the model in various experiments on different datasets. \ }, "head": { "count": 732, - "mean": 0.028793, - "median": 0.023127, - "std": 0.022529, - "sem": 0.000833, - "min": 0.001802, - "max": 0.230778, - "recall-0.025": 0.545082, - "recall-0.05": 0.903005, - "recall-0.1": 0.98224, - "recall-0.15": 0.991803, + "mean": 0.027966, + "median": 0.022762, + "std": 0.021063, + "sem": 0.000779, + "min": 0.004084, + "max": 0.207925, + "recall-0.025": 0.571038, + "recall-0.05": 0.913934, + "recall-0.1": 0.984973, + "recall-0.15": 0.993169, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_left": { "count": 732, - "mean": 0.033397, - "median": 0.028657, - "std": 0.020754, - "sem": 0.000768, - "min": 0.002947, - "max": 0.140869, + "mean": 0.032988, + "median": 0.028445, + "std": 0.019759, + "sem": 0.000731, + "min": 0.00259, + "max": 0.122485, "recall-0.025": 0.400273, - "recall-0.05": 0.842896, - "recall-0.1": 0.980874, + "recall-0.05": 0.838798, + "recall-0.1": 0.983607, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -7205,14 +7205,14 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 732, - "mean": 0.026944, - "median": 0.022838, - "std": 0.016999, - "sem": 0.000629, - "min": 0.001387, - "max": 0.146663, - "recall-0.025": 0.57377, - "recall-0.05": 0.90847, + "mean": 0.026296, + "median": 0.022644, + "std": 0.015932, + "sem": 0.000589, + "min": 0.002244, + "max": 0.142841, + "recall-0.025": 0.586066, + "recall-0.05": 0.922131, "recall-0.1": 0.997268, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -7221,15 +7221,15 @@ Results of the model in various experiments on different datasets. \ }, "elbow_left": { "count": 732, - "mean": 0.025678, - "median": 0.021632, - "std": 0.016698, - "sem": 0.000618, - "min": 0.002481, - "max": 0.126534, - "recall-0.025": 0.603825, - "recall-0.05": 0.928962, - "recall-0.1": 0.994536, + "mean": 0.024965, + "median": 0.02142, + "std": 0.015727, + "sem": 0.000582, + "min": 0.002751, + "max": 0.123398, + "recall-0.025": 0.613388, + "recall-0.05": 0.943989, + "recall-0.1": 0.995902, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -7237,15 +7237,15 @@ Results of the model in various experiments on different datasets. \ }, "elbow_right": { "count": 732, - "mean": 0.02324, - "median": 0.019452, - "std": 0.01496, - "sem": 0.000553, - "min": 0.001163, - "max": 0.108799, - "recall-0.025": 0.674863, - "recall-0.05": 0.935792, - "recall-0.1": 0.997268, + "mean": 0.022794, + "median": 0.019392, + "std": 0.014571, + "sem": 0.000539, + "min": 0.001187, + "max": 0.105973, + "recall-0.025": 0.698087, + "recall-0.05": 0.941257, + "recall-0.1": 0.998634, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -7253,15 +7253,15 @@ Results of the model in various experiments on different datasets. \ }, "wrist_left": { "count": 732, - "mean": 0.02799, - "median": 0.02417, - "std": 0.019722, - "sem": 0.000729, - "min": 0.001877, - "max": 0.191519, - "recall-0.025": 0.512295, - "recall-0.05": 0.901639, - "recall-0.1": 0.987705, + "mean": 0.027451, + "median": 0.023235, + "std": 0.019358, + "sem": 0.000716, + "min": 0.002433, + "max": 0.172682, + "recall-0.025": 0.534153, + "recall-0.05": 0.911202, + "recall-0.1": 0.989071, "recall-0.15": 0.998634, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -7269,30 +7269,30 @@ Results of the model in various experiments on different datasets. \ }, "wrist_right": { "count": 732, - "mean": 0.027309, - "median": 0.023765, - "std": 0.018701, - "sem": 0.000692, - "min": 0.003028, - "max": 0.190869, - "recall-0.025": 0.554645, - "recall-0.05": 0.919399, - "recall-0.1": 0.991803, - "recall-0.15": 0.995902, + "mean": 0.026668, + "median": 0.023395, + "std": 0.017662, + "sem": 0.000653, + "min": 0.003233, + "max": 0.199614, + "recall-0.025": 0.577869, + "recall-0.05": 0.928962, + "recall-0.1": 0.993169, + "recall-0.15": 0.997268, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "hip_left": { "count": 732, - "mean": 0.028161, - "median": 0.02632, - "std": 0.013789, - "sem": 0.00051, - "min": 0.001235, - "max": 0.089993, - "recall-0.025": 0.460383, - "recall-0.05": 0.931694, + "mean": 0.028017, + "median": 0.025863, + "std": 0.013773, + "sem": 0.000509, + "min": 0.000979, + "max": 0.089514, + "recall-0.025": 0.463115, + "recall-0.05": 0.934426, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -7301,14 +7301,14 @@ Results of the model in various experiments on different datasets. \ }, "hip_right": { "count": 732, - "mean": 0.025779, - "median": 0.023306, - "std": 0.013216, - "sem": 0.000489, - "min": 0.001685, - "max": 0.102776, - "recall-0.025": 0.550546, - "recall-0.05": 0.952186, + "mean": 0.025586, + "median": 0.023194, + "std": 0.01301, + "sem": 0.000481, + "min": 0.003152, + "max": 0.108846, + "recall-0.025": 0.54918, + "recall-0.05": 0.961749, "recall-0.1": 0.998634, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -7317,14 +7317,14 @@ Results of the model in various experiments on different datasets. \ }, "knee_left": { "count": 732, - "mean": 0.017759, - "median": 0.016651, - "std": 0.008706, - "sem": 0.000322, - "min": 0.001064, - "max": 0.070855, - "recall-0.025": 0.845628, - "recall-0.05": 0.989071, + "mean": 0.017883, + "median": 0.016842, + "std": 0.00882, + "sem": 0.000326, + "min": 0.002027, + "max": 0.073919, + "recall-0.025": 0.838798, + "recall-0.05": 0.991803, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -7333,14 +7333,14 @@ Results of the model in various experiments on different datasets. \ }, "knee_right": { "count": 732, - "mean": 0.020326, - "median": 0.018666, - "std": 0.009851, - "sem": 0.000364, - "min": 0.003068, - "max": 0.068674, - "recall-0.025": 0.736339, - "recall-0.05": 0.989071, + "mean": 0.020264, + "median": 0.019015, + "std": 0.009598, + "sem": 0.000355, + "min": 0.001846, + "max": 0.068584, + "recall-0.025": 0.745902, + "recall-0.05": 0.991803, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -7349,14 +7349,14 @@ Results of the model in various experiments on different datasets. \ }, "ankle_left": { "count": 732, - "mean": 0.019616, - "median": 0.017733, - "std": 0.010576, - "sem": 0.000391, - "min": 0.002067, - "max": 0.089748, - "recall-0.025": 0.763661, - "recall-0.05": 0.980874, + "mean": 0.019523, + "median": 0.017732, + "std": 0.0103, + "sem": 0.000381, + "min": 0.001973, + "max": 0.084585, + "recall-0.025": 0.762295, + "recall-0.05": 0.98224, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -7365,15 +7365,15 @@ Results of the model in various experiments on different datasets. \ }, "ankle_right": { "count": 732, - "mean": 0.020598, - "median": 0.018718, - "std": 0.010451, - "sem": 0.000387, - "min": 0.001614, - "max": 0.096862, - "recall-0.025": 0.741803, - "recall-0.05": 0.980874, - "recall-0.1": 1.0, + "mean": 0.020572, + "median": 0.018929, + "std": 0.010517, + "sem": 0.000389, + "min": 0.001564, + "max": 0.119413, + "recall-0.025": 0.734973, + "recall-0.05": 0.983607, + "recall-0.1": 0.998634, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -7381,18 +7381,18 @@ Results of the model in various experiments on different datasets. \ }, "joint_recalls": { "num_labels": 9516, - "recall-0.025": 0.6116, - "recall-0.05": 0.93485, - "recall-0.1": 0.99433, - "recall-0.15": 0.99884, + "recall-0.025": 0.62053, + "recall-0.05": 0.94115, + "recall-0.1": 0.99517, + "recall-0.15": 0.99905, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 10248, - "correct_parts": 10240, - "pcp": 0.999219 + "correct_parts": 10242, + "pcp": 0.999415 } ``` @@ -7400,26 +7400,26 @@ Results of the model in various experiments on different datasets. \ ```json { - "img_loading": 0.709753, - "demosaicing": 0.0273543, - "avg_time_2d": 0.0514816, - "avg_time_3d": 0.000600378, - "fps": 12.5887 + "img_loading": 0.678049, + "demosaicing": 0.0281205, + "avg_time_2d": 0.0515361, + "avg_time_3d": 0.000608363, + "fps": 12.4587 } { "triangulator_calls": 181, - "init_time": 7.6806e-06, - "undistort_time": 3.2454e-05, - "project_time": 7.43999e-06, - "match_time": 1.63477e-05, - "pairs_time": 2.52535e-05, - "pair_scoring_time": 0.000159535, - "grouping_time": 4.8064e-05, - "full_time": 0.000186023, - "merge_time": 8.50171e-05, - "post_time": 7.13875e-06, - "convert_time": 1.27978e-07, - "total_time": 0.000575325 + "init_time": 7.8004e-06, + "undistort_time": 3.25182e-05, + "project_time": 7.3733e-06, + "match_time": 1.63097e-05, + "pairs_time": 2.53249e-05, + "pair_scoring_time": 0.000165146, + "grouping_time": 4.12599e-05, + "full_time": 0.000186216, + "merge_time": 9.23446e-05, + "post_time": 8.11761e-06, + "convert_time": 1.32409e-07, + "total_time": 0.000582784 } { "person_nums": { @@ -7438,50 +7438,50 @@ Results of the model in various experiments on different datasets. \ }, "mpjpe": { "count": 362, - "mean": 0.023213, - "median": 0.021801, - "std": 0.009521, - "sem": 0.000501, - "min": 0.012045, - "max": 0.12733, - "recall-0.025": 0.729282, + "mean": 0.022918, + "median": 0.02152, + "std": 0.009772, + "sem": 0.000514, + "min": 0.012149, + "max": 0.128278, + "recall-0.025": 0.759669, "recall-0.05": 0.986188, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362, - "ap-0.025": 0.626324, - "ap-0.05": 0.985941, - "ap-0.1": 0.997154, + "ap-0.025": 0.716634, + "ap-0.05": 0.986096, + "ap-0.1": 0.997222, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 362, - "mean": 0.036211, - "median": 0.035651, - "std": 0.015366, - "sem": 0.000809, - "min": 0.004166, - "max": 0.103865, - "recall-0.025": 0.234807, - "recall-0.05": 0.853591, + "mean": 0.036197, + "median": 0.035912, + "std": 0.016006, + "sem": 0.000842, + "min": 0.003978, + "max": 0.150241, + "recall-0.025": 0.229282, + "recall-0.05": 0.861878, "recall-0.1": 0.997238, - "recall-0.15": 1.0, + "recall-0.15": 0.997238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_left": { "count": 362, - "mean": 0.023498, - "median": 0.01984, - "std": 0.014335, - "sem": 0.000754, - "min": 0.003033, - "max": 0.120766, + "mean": 0.023507, + "median": 0.019704, + "std": 0.014464, + "sem": 0.000761, + "min": 0.001982, + "max": 0.108995, "recall-0.025": 0.632597, "recall-0.05": 0.953039, "recall-0.1": 0.997238, @@ -7492,15 +7492,15 @@ Results of the model in various experiments on different datasets. \ }, "shoulder_right": { "count": 362, - "mean": 0.02675, - "median": 0.024194, - "std": 0.01403, - "sem": 0.000738, - "min": 0.002454, - "max": 0.098238, - "recall-0.025": 0.516575, - "recall-0.05": 0.939227, - "recall-0.1": 1.0, + "mean": 0.026711, + "median": 0.024076, + "std": 0.014987, + "sem": 0.000789, + "min": 0.002556, + "max": 0.121236, + "recall-0.025": 0.527624, + "recall-0.05": 0.944751, + "recall-0.1": 0.994475, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -7508,30 +7508,30 @@ Results of the model in various experiments on different datasets. \ }, "elbow_left": { "count": 362, - "mean": 0.02072, - "median": 0.017227, - "std": 0.013419, - "sem": 0.000706, - "min": 0.001056, - "max": 0.098447, - "recall-0.025": 0.745856, - "recall-0.05": 0.955801, - "recall-0.1": 1.0, - "recall-0.15": 1.0, + "mean": 0.020586, + "median": 0.016728, + "std": 0.015209, + "sem": 0.0008, + "min": 0.001058, + "max": 0.195213, + "recall-0.025": 0.743094, + "recall-0.05": 0.961326, + "recall-0.1": 0.997238, + "recall-0.15": 0.997238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "elbow_right": { "count": 362, - "mean": 0.024697, - "median": 0.022139, - "std": 0.015501, - "sem": 0.000816, - "min": 0.001285, - "max": 0.147551, - "recall-0.025": 0.60221, - "recall-0.05": 0.953039, + "mean": 0.024319, + "median": 0.021527, + "std": 0.015381, + "sem": 0.00081, + "min": 0.001283, + "max": 0.148733, + "recall-0.025": 0.61326, + "recall-0.05": 0.955801, "recall-0.1": 0.994475, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -7540,14 +7540,14 @@ Results of the model in various experiments on different datasets. \ }, "wrist_left": { "count": 362, - "mean": 0.022039, - "median": 0.018331, - "std": 0.014347, - "sem": 0.000755, - "min": 0.003252, - "max": 0.095115, - "recall-0.025": 0.701657, - "recall-0.05": 0.941989, + "mean": 0.021391, + "median": 0.017405, + "std": 0.014166, + "sem": 0.000746, + "min": 0.002638, + "max": 0.09535, + "recall-0.025": 0.726519, + "recall-0.05": 0.950276, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -7556,14 +7556,14 @@ Results of the model in various experiments on different datasets. \ }, "wrist_right": { "count": 362, - "mean": 0.028362, - "median": 0.022899, - "std": 0.02836, - "sem": 0.001493, - "min": 0.002325, - "max": 0.315152, - "recall-0.025": 0.555249, - "recall-0.05": 0.903315, + "mean": 0.027406, + "median": 0.022453, + "std": 0.028204, + "sem": 0.001484, + "min": 0.00116, + "max": 0.317595, + "recall-0.025": 0.59116, + "recall-0.05": 0.914365, "recall-0.1": 0.986188, "recall-0.15": 0.991713, "recall-0.25": 0.994475, @@ -7572,12 +7572,12 @@ Results of the model in various experiments on different datasets. \ }, "hip_left": { "count": 362, - "mean": 0.024894, - "median": 0.022278, - "std": 0.014487, - "sem": 0.000762, - "min": 0.002017, - "max": 0.143551, + "mean": 0.024907, + "median": 0.022292, + "std": 0.014533, + "sem": 0.000765, + "min": 0.002714, + "max": 0.145386, "recall-0.025": 0.588398, "recall-0.05": 0.955801, "recall-0.1": 0.997238, @@ -7588,14 +7588,14 @@ Results of the model in various experiments on different datasets. \ }, "hip_right": { "count": 362, - "mean": 0.02466, - "median": 0.02231, - "std": 0.016469, - "sem": 0.000867, - "min": 0.000903, - "max": 0.190926, + "mean": 0.024685, + "median": 0.022347, + "std": 0.016672, + "sem": 0.000877, + "min": 0.001503, + "max": 0.191085, "recall-0.025": 0.588398, - "recall-0.05": 0.947514, + "recall-0.05": 0.950276, "recall-0.1": 0.994475, "recall-0.15": 0.997238, "recall-0.25": 1.0, @@ -7604,12 +7604,12 @@ Results of the model in various experiments on different datasets. \ }, "knee_left": { "count": 362, - "mean": 0.015667, - "median": 0.014287, - "std": 0.007999, - "sem": 0.000421, - "min": 0.002177, - "max": 0.050713, + "mean": 0.015582, + "median": 0.014048, + "std": 0.00791, + "sem": 0.000416, + "min": 0.002169, + "max": 0.050269, "recall-0.025": 0.88674, "recall-0.05": 0.997238, "recall-0.1": 1.0, @@ -7620,13 +7620,13 @@ Results of the model in various experiments on different datasets. \ }, "knee_right": { "count": 362, - "mean": 0.016797, - "median": 0.014334, - "std": 0.016153, - "sem": 0.00085, - "min": 0.002523, - "max": 0.256658, - "recall-0.025": 0.875691, + "mean": 0.016711, + "median": 0.014326, + "std": 0.016164, + "sem": 0.000851, + "min": 0.00233, + "max": 0.257078, + "recall-0.025": 0.872928, "recall-0.05": 0.991713, "recall-0.1": 0.994475, "recall-0.15": 0.997238, @@ -7636,14 +7636,14 @@ Results of the model in various experiments on different datasets. \ }, "ankle_left": { "count": 362, - "mean": 0.018588, - "median": 0.016165, - "std": 0.011049, - "sem": 0.000582, - "min": 0.001739, - "max": 0.08852, - "recall-0.025": 0.801105, - "recall-0.05": 0.975138, + "mean": 0.017504, + "median": 0.015374, + "std": 0.010512, + "sem": 0.000553, + "min": 0.001514, + "max": 0.088499, + "recall-0.025": 0.839779, + "recall-0.05": 0.977901, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, @@ -7652,14 +7652,14 @@ Results of the model in various experiments on different datasets. \ }, "ankle_right": { "count": 362, - "mean": 0.018893, - "median": 0.014002, - "std": 0.028283, - "sem": 0.001489, - "min": 0.000791, - "max": 0.49458, - "recall-0.025": 0.825967, - "recall-0.05": 0.966851, + "mean": 0.018432, + "median": 0.013868, + "std": 0.028382, + "sem": 0.001494, + "min": 0.001421, + "max": 0.496813, + "recall-0.025": 0.837017, + "recall-0.05": 0.972376, "recall-0.1": 0.994475, "recall-0.15": 0.997238, "recall-0.25": 0.997238, @@ -7668,17 +7668,17 @@ Results of the model in various experiments on different datasets. \ }, "joint_recalls": { "num_labels": 4706, - "recall-0.025": 0.65746, - "recall-0.05": 0.94794, - "recall-0.1": 0.99575, - "recall-0.15": 0.99873, + "recall-0.025": 0.66617, + "recall-0.05": 0.95155, + "recall-0.1": 0.9949, + "recall-0.15": 0.9983, "recall-0.25": 0.99894, "recall-0.5": 1.0 } } { "total_parts": 5068, - "correct_parts": 5064, - "pcp": 0.999211 + "correct_parts": 5061, + "pcp": 0.998619 } ```