# Evaluation Results Results of the model in various experiments on different datasets. \ (Note that building the _trt-engines_ is not deterministic, which can lead to slightly varying results) ### Human36m ```json { "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": 2.52379e-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": { "total_frames": 600, "total_labels": 600, "total_preds": 600, "considered_empty": 0, "valid_preds": 600, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 600 }, "mpjpe": { "count": 600, "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": 0.335, "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": 0.189462, "ap-0.1": 0.906596, "ap-0.15": 0.914939, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 600, "mean": 0.106551, "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": 0.585, "recall-0.15": 0.855, "recall-0.25": 0.988333, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_left": { "count": 600, "mean": 0.038602, "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": 0.045855, "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": 0.045211, "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": 0.044041, "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": 0.941667, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_left": { "count": 600, "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": 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": 0.070231, "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": 0.086387, "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": 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": 0.045515, "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": 0.088855, "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": 0.875, "recall-0.15": 0.943333, "recall-0.25": 0.993333, "recall-0.5": 0.996667, "num_labels": 600 }, "ankle_right": { "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": 0.908333, "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": 0.18833, "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": 8133, "pcp": 0.968214 } ``` ### Shelf ```json { "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": 2.85155e-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": { "total_frames": 301, "total_labels": 477, "total_preds": 827, "considered_empty": 0, "valid_preds": 477, "invalid_preds": 350, "missing": 0, "invalid_fraction": 0.42322, "precision": 0.57678, "recall": 1.0, "f1": 0.7316, "non_empty": 827 }, "mpjpe": { "count": 477, "mean": 0.047577, "median": 0.042522, "std": 0.014987, "sem": 0.000687, "min": 0.028778, "max": 0.118939, "recall-0.025": 0.0, "recall-0.05": 0.72327, "recall-0.1": 0.987421, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477, "ap-0.025": 0.0, "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, "mean": 0.052991, "median": 0.048986, "std": 0.025142, "sem": 0.001152, "min": 0.006559, "max": 0.183673, "recall-0.025": 0.106918, "recall-0.05": 0.522013, "recall-0.1": 0.937107, "recall-0.15": 0.993711, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_left": { "count": 477, "mean": 0.041956, "median": 0.037041, "std": 0.02074, "sem": 0.000951, "min": 0.004368, "max": 0.132918, "recall-0.025": 0.174004, "recall-0.05": 0.754717, "recall-0.1": 0.985325, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_right": { "count": 477, "mean": 0.049604, "median": 0.046469, "std": 0.022881, "sem": 0.001049, "min": 0.005334, "max": 0.148157, "recall-0.025": 0.100629, "recall-0.05": 0.561845, "recall-0.1": 0.955975, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_left": { "count": 477, "mean": 0.040574, "median": 0.03197, "std": 0.028864, "sem": 0.001323, "min": 0.003618, "max": 0.309844, "recall-0.025": 0.312369, "recall-0.05": 0.754717, "recall-0.1": 0.953878, "recall-0.15": 0.997904, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_right": { "count": 477, "mean": 0.053198, "median": 0.043315, "std": 0.040536, "sem": 0.001858, "min": 0.003567, "max": 0.242994, "recall-0.025": 0.27044, "recall-0.05": 0.563941, "recall-0.1": 0.897275, "recall-0.15": 0.962264, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_left": { "count": 477, "mean": 0.059301, "median": 0.054034, "std": 0.038637, "sem": 0.001771, "min": 0.00164, "max": 0.32449, "recall-0.025": 0.146751, "recall-0.05": 0.412998, "recall-0.1": 0.909853, "recall-0.15": 0.964361, "recall-0.25": 0.991614, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_right": { "count": 477, "mean": 0.058286, "median": 0.053472, "std": 0.034178, "sem": 0.001567, "min": 0.008622, "max": 0.382984, "recall-0.025": 0.113208, "recall-0.05": 0.440252, "recall-0.1": 0.90566, "recall-0.15": 0.981132, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "hip_left": { "count": 477, "mean": 0.047666, "median": 0.042435, "std": 0.025966, "sem": 0.00119, "min": 0.008125, "max": 0.145941, "recall-0.025": 0.188679, "recall-0.05": 0.628931, "recall-0.1": 0.958071, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_right": { "count": 477, "mean": 0.057617, "median": 0.058504, "std": 0.023884, "sem": 0.001095, "min": 0.006301, "max": 0.132422, "recall-0.025": 0.102725, "recall-0.05": 0.354298, "recall-0.1": 0.943396, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_left": { "count": 477, "mean": 0.040292, "median": 0.037394, "std": 0.024591, "sem": 0.001127, "min": 0.00468, "max": 0.190112, "recall-0.025": 0.264151, "recall-0.05": 0.752621, "recall-0.1": 0.972746, "recall-0.15": 0.989518, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_right": { "count": 477, "mean": 0.039685, "median": 0.035562, "std": 0.023057, "sem": 0.001057, "min": 0.005833, "max": 0.184978, "recall-0.025": 0.318658, "recall-0.05": 0.735849, "recall-0.1": 0.974843, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_left": { "count": 477, "mean": 0.036424, "median": 0.027617, "std": 0.030554, "sem": 0.0014, "min": 0.004893, "max": 0.223793, "recall-0.025": 0.42348, "recall-0.05": 0.819706, "recall-0.1": 0.947589, "recall-0.15": 0.983229, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_right": { "count": 477, "mean": 0.040909, "median": 0.030845, "std": 0.037585, "sem": 0.001723, "min": 0.003445, "max": 0.28852, "recall-0.025": 0.301887, "recall-0.05": 0.807128, "recall-0.1": 0.930818, "recall-0.15": 0.968553, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "joint_recalls": { "num_labels": 6201, "recall-0.025": 0.21609, "recall-0.05": 0.62329, "recall-0.1": 0.94291, "recall-0.15": 0.9871, "recall-0.25": 0.99871, "recall-0.5": 1.0 } } { "total_parts": 6678, "correct_parts": 6623, "pcp": 0.991764 } ``` ### Campus ```json { "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": 2.33954e-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": 446, "considered_empty": 0, "valid_preds": 376, "invalid_preds": 70, "missing": 0, "invalid_fraction": 0.15695, "precision": 0.84305, "recall": 1.0, "f1": 0.91484, "non_empty": 446 }, "mpjpe": { "count": 376, "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": 0.00266, "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": 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": 0.062717, "median": 0.061742, "std": 0.025175, "sem": 0.0013, "min": 0.009563, "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": 0.067112, "median": 0.064801, "std": 0.030176, "sem": 0.001558, "min": 0.013559, "max": 0.205286, "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": 0.070564, "median": 0.06227, "std": 0.038676, "sem": 0.001997, "min": 0.017146, "max": 0.497202, "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": 0.090619, "median": 0.072569, "std": 0.054863, "sem": 0.002833, "min": 0.013567, "max": 0.347903, "recall-0.025": 0.026596, "recall-0.05": 0.236702, "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": 0.076986, "median": 0.069977, "std": 0.03735, "sem": 0.001931, "min": 0.001558, "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": 0.129645, "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": 0.10391, "median": 0.097426, "std": 0.049296, "sem": 0.002546, "min": 0.00426, "max": 0.461637, "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": 0.06774, "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": 0.065764, "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": 0.056242, "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": 0.992021, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_right": { "count": 376, "mean": 0.05384, "median": 0.049666, "std": 0.02724, "sem": 0.001407, "min": 0.011142, "max": 0.228754, "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": 0.072192, "median": 0.066742, "std": 0.045509, "sem": 0.00235, "min": 0.010298, "max": 0.401341, "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": 0.063957, "median": 0.052696, "std": 0.047764, "sem": 0.002467, "min": 0.0034, "max": 0.378972, "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, "num_labels": 376 }, "joint_recalls": { "num_labels": 4888, "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": 5000, "pcp": 0.949848 } ``` ### MVOR ```json { "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": 3.33164e-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": 1122, "considered_empty": 0, "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": 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": 0.004713, "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": 0.000111, "ap-0.1": 0.263834, "ap-0.15": 0.520878, "ap-0.25": 0.659148, "ap-0.5": 0.698212 }, "head": { "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": 808, "mean": 0.06475, "median": 0.044732, "std": 0.066883, "sem": 0.002354, "min": 0.003718, "max": 0.488998, "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": 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": 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": 805, "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": 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": 0.072573, "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": 0.08147, "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": 6153, "pcp": 0.579925 } ``` ### Panoptic ```json { "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": 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": 1499, "considered_empty": 0, "valid_preds": 1462, "invalid_preds": 37, "missing": 4, "invalid_fraction": 0.02468, "precision": 0.97532, "recall": 0.99727, "f1": 0.98617, "non_empty": 1499 }, "mpjpe": { "count": 1462, "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": 0.24454, "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": 0.01502, "median": 0.011487, "std": 0.017354, "sem": 0.000454, "min": 0.00149, "max": 0.276078, "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, "recall-0.5": 0.998633, "num_labels": 1463 }, "shoulder_left": { "count": 1462, "mean": 0.016668, "median": 0.014682, "std": 0.010774, "sem": 0.000282, "min": 0.000564, "max": 0.104098, "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, "recall-0.5": 0.997271, "num_labels": 1466 }, "shoulder_right": { "count": 1461, "mean": 0.016571, "median": 0.014272, "std": 0.011047, "sem": 0.000289, "min": 0.001248, "max": 0.147753, "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, "recall-0.5": 0.99727, "num_labels": 1465 }, "elbow_left": { "count": 1461, "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": 0.020228, "median": 0.015671, "std": 0.015347, "sem": 0.000402, "min": 0.001752, "max": 0.161231, "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, "recall-0.5": 0.998633, "num_labels": 1463 }, "wrist_left": { "count": 1432, "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": 0.025409, "median": 0.016057, "std": 0.031635, "sem": 0.00083, "min": 0.001381, "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": 0.035245, "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": 0.037048, "median": 0.032239, "std": 0.024672, "sem": 0.000645, "min": 0.003239, "max": 0.27157, "recall-0.025": 0.33015, "recall-0.05": 0.806276, "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": 0.037543, "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": 0.037435, "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": 0.050083, "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": 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": 0.58689, "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": 20236, "pcp": 0.989826 } ``` ##### 3 cameras ```json { "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": 2.79043e-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": 1379, "considered_empty": 0, "valid_preds": 1366, "invalid_preds": 13, "missing": 100, "invalid_fraction": 0.00943, "precision": 0.99057, "recall": 0.93179, "f1": 0.96028, "non_empty": 1379 }, "mpjpe": { "count": 1366, "mean": 0.056357, "median": 0.045607, "std": 0.036507, "sem": 0.000988, "min": 0.018518, "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": 0.931787, "num_labels": 1466, "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": 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": 0.933014, "recall-0.25": 0.933014, "recall-0.5": 0.933014, "num_labels": 1463 }, "shoulder_left": { "count": 1366, "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": 1365, "mean": 0.022938, "median": 0.017774, "std": 0.018714, "sem": 0.000507, "min": 0.002084, "max": 0.215048, "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": 1365, "mean": 0.033049, "median": 0.021489, "std": 0.030802, "sem": 0.000834, "min": 0.00105, "max": 0.2673, "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": 0.931741, "num_labels": 1465 }, "elbow_right": { "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": 1336, "mean": 0.05169, "median": 0.0231, "std": 0.061286, "sem": 0.001677, "min": 0.001228, "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": 1359, "mean": 0.047199, "median": 0.024005, "std": 0.059155, "sem": 0.001605, "min": 0.001712, "max": 0.353775, "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": 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": 1366, "mean": 0.051212, "median": 0.044001, "std": 0.032106, "sem": 0.000869, "min": 0.004905, "max": 0.27157, "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": 1355, "mean": 0.058575, "median": 0.041303, "std": 0.065282, "sem": 0.001774, "min": 0.003716, "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": 0.062818, "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": 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": 1283, "mean": 0.107637, "median": 0.050829, "std": 0.117913, "sem": 0.003293, "min": 0.002089, "max": 0.499606, "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": 0.39242, "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": 18292, "pcp": 0.894737 } ``` ##### 10 cameras ```json { "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": 4.95276e-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": { "total_frames": 420, "total_labels": 1466, "total_preds": 1485, "considered_empty": 0, "valid_preds": 1463, "invalid_preds": 22, "missing": 3, "invalid_fraction": 0.01481, "precision": 0.98519, "recall": 0.99795, "f1": 0.99153, "non_empty": 1485 }, "mpjpe": { "count": 1463, "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": 0.580082, "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": 0.010766, "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, "recall-0.5": 0.997949, "num_labels": 1463 }, "shoulder_left": { "count": 1463, "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, "recall-0.5": 0.997954, "num_labels": 1466 }, "shoulder_right": { "count": 1462, "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, "recall-0.5": 0.997952, "num_labels": 1465 }, "elbow_left": { "count": 1462, "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, "num_labels": 1465 }, "elbow_right": { "count": 1460, "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": 0.016565, "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, "num_labels": 1434 }, "wrist_right": { "count": 1454, "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": 0.027191, "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, "recall-0.5": 0.997952, "num_labels": 1465 }, "hip_right": { "count": 1463, "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": 0.027896, "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, "num_labels": 1465 }, "knee_right": { "count": 1456, "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": 0.046371, "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": 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": 0.696, "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": 20356, "pcp": 0.995696 } ``` ##### 31 cameras ```json { "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": 1.4671e-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": 1509, "considered_empty": 0, "valid_preds": 1465, "invalid_preds": 44, "missing": 1, "invalid_fraction": 0.02916, "precision": 0.97084, "recall": 0.99932, "f1": 0.98487, "non_empty": 1509 }, "mpjpe": { "count": 1465, "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": 0.778089, "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": 0.009189, "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, "recall-0.5": 0.999316, "num_labels": 1463 }, "shoulder_left": { "count": 1465, "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, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "shoulder_right": { "count": 1464, "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, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_left": { "count": 1464, "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, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_right": { "count": 1462, "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, "recall-0.5": 0.999316, "num_labels": 1463 }, "wrist_left": { "count": 1433, "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, "recall-0.5": 0.999303, "num_labels": 1434 }, "wrist_right": { "count": 1456, "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, "num_labels": 1456 }, "hip_left": { "count": 1464, "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, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "hip_right": { "count": 1465, "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": 0.997954, "recall-0.15": 0.998636, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "knee_left": { "count": 1464, "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, "num_labels": 1465 }, "knee_right": { "count": 1458, "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": 0.03612, "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": 0.036574, "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": 0.78215, "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": 20407, "pcp": 0.99819 } ``` ### IkeaAsm ```json { "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": 2.81193e-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": 584, "considered_empty": 0, "valid_preds": 443, "invalid_preds": 141, "missing": 36, "invalid_fraction": 0.24144, "precision": 0.75856, "recall": 0.92484, "f1": 0.83349, "non_empty": 584 }, "mpjpe": { "count": 443, "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": 0.000833, "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": 0.03689, "median": 0.033322, "std": 0.018862, "sem": 0.00092, "min": 0.001558, "max": 0.145839, "recall-0.025": 0.29646, "recall-0.05": 0.730088, "recall-0.1": 0.926991, "recall-0.15": 0.931416, "recall-0.25": 0.931416, "recall-0.5": 0.931416, "num_labels": 452 }, "shoulder_left": { "count": 420, "mean": 0.041867, "median": 0.036198, "std": 0.01936, "sem": 0.000946, "min": 0.009033, "max": 0.148262, "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, "num_labels": 454 }, "shoulder_right": { "count": 433, "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, "recall-0.5": 0.927195, "num_labels": 467 }, "elbow_left": { "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": 0.026787, "median": 0.024368, "std": 0.016907, "sem": 0.000833, "min": 0.001053, "max": 0.195409, "recall-0.025": 0.496599, "recall-0.05": 0.868481, "recall-0.1": 0.931973, "recall-0.15": 0.93424, "recall-0.25": 0.936508, "recall-0.5": 0.936508, "num_labels": 441 }, "wrist_left": { "count": 407, "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": 0.928899, "recall-0.5": 0.933486, "num_labels": 436 }, "wrist_right": { "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": 0.100986, "median": 0.094681, "std": 0.03307, "sem": 0.001922, "min": 0.041723, "max": 0.291977, "recall-0.025": 0.0, "recall-0.05": 0.019108, "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": 243, "mean": 0.089626, "median": 0.086351, "std": 0.032581, "sem": 0.002094, "min": 0.021341, "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": 0.934615, "num_labels": 260 }, "knee_left": { "count": 250, "mean": 0.135721, "median": 0.100319, "std": 0.099758, "sem": 0.006322, "min": 0.012383, "max": 0.49552, "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": 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": 72, "mean": 0.310746, "median": 0.324206, "std": 0.116753, "sem": 0.013856, "min": 0.02336, "max": 0.493405, "recall-0.025": 0.007576, "recall-0.05": 0.015152, "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": 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": 0.023622, "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": 0.26767, "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": 3794, "pcp": 0.879666 } ``` ### CHI3D ```json { "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": 3.32883e-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": { "total_frames": 390, "total_labels": 780, "total_preds": 777, "considered_empty": 0, "valid_preds": 777, "invalid_preds": 0, "missing": 3, "invalid_fraction": 0.0, "precision": 1.0, "recall": 0.99615, "f1": 0.99807, "non_empty": 777 }, "mpjpe": { "count": 777, "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": 0.058974, "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": 0.005031, "ap-0.1": 0.987003, "ap-0.15": 0.992186, "ap-0.25": 0.996154, "ap-0.5": 0.996154 }, "head": { "count": 777, "mean": 0.032849, "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": 0.063725, "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, "num_labels": 780 }, "shoulder_right": { "count": 777, "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": 0.055696, "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": 0.064114, "median": 0.061539, "std": 0.024768, "sem": 0.000889, "min": 0.015015, "max": 0.216922, "recall-0.025": 0.001282, "recall-0.05": 0.280769, "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": 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": 0.987179, "recall-0.5": 0.992308, "num_labels": 780 }, "wrist_right": { "count": 771, "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": 0.083448, "median": 0.084348, "std": 0.02046, "sem": 0.000734, "min": 0.027865, "max": 0.144259, "recall-0.025": 0.0, "recall-0.05": 0.061538, "recall-0.1": 0.782051, "recall-0.15": 0.996154, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "hip_right": { "count": 777, "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": 0.388462, "recall-0.15": 0.978205, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "knee_left": { "count": 777, "mean": 0.048307, "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": 0.05249, "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, "num_labels": 780 }, "ankle_left": { "count": 777, "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, "recall-0.5": 0.996154, "num_labels": 780 }, "ankle_right": { "count": 777, "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, "recall-0.5": 0.996154, "num_labels": 780 }, "joint_recalls": { "num_labels": 10140, "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": 10778, "pcp": 0.986996 } ``` ### Tsinghua ```json { "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": 3.00196e-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": { "total_frames": 210, "total_labels": 630, "total_preds": 633, "considered_empty": 0, "valid_preds": 630, "invalid_preds": 3, "missing": 0, "invalid_fraction": 0.00474, "precision": 0.99526, "recall": 1.0, "f1": 0.99762, "non_empty": 633 }, "mpjpe": { "count": 630, "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": 0.547619, "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": 0.361138, "ap-0.1": 0.948655, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 598, "mean": 0.039486, "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, "num_labels": 598 }, "shoulder_left": { "count": 630, "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, "num_labels": 630 }, "shoulder_right": { "count": 630, "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": 0.336508, "recall-0.1": 0.965079, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_left": { "count": 630, "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": 0.049365, "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": 0.046092, "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": 0.050809, "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": 0.052212, "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, "num_labels": 630 }, "hip_right": { "count": 629, "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, "num_labels": 629 }, "knee_left": { "count": 628, "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": 0.055058, "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, "num_labels": 629 }, "ankle_left": { "count": 619, "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, "recall-0.5": 1.0, "num_labels": 619 }, "ankle_right": { "count": 602, "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, "recall-0.25": 0.954984, "recall-0.5": 0.967846, "num_labels": 622 }, "joint_recalls": { "num_labels": 8129, "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": 8613, "pcp": 0.987163 } ``` ### H3WB ##### default joints ```json { "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": 2.32901e-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": { "total_frames": 200, "total_labels": 200, "total_preds": 200, "considered_empty": 0, "valid_preds": 200, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 200 }, "mpjpe": { "count": 200, "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, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, "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, "ap-0.5": 1.0 }, "nose": { "count": 200, "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": 0.019542, "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, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_right": { "count": 200, "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, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_left": { "count": 200, "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, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_right": { "count": 200, "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, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_left": { "count": 200, "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": 0.985, "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, "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": 0.033183, "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": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_right": { "count": 200, "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, "recall-0.5": 1.0, "num_labels": 200 }, "knee_left": { "count": 200, "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": 0.96, "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": 0.017396, "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": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, "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": 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": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "joint_recalls": { "num_labels": 2600, "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": 2796, "pcp": 0.998571 } ``` ##### whole-body ```json { "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": 2.67115e-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": { "total_frames": 200, "total_labels": 200, "total_preds": 200, "considered_empty": 0, "valid_preds": 200, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 200 }, "mpjpe": { "count": 200, "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": 0.01062, "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": 0.047652, "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": 0.039569, "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, "num_labels": 200 }, "eye_right": { "count": 200, "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": 0.030034, "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": 0.043015, "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, "num_labels": 200 }, "shoulder_left": { "count": 200, "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, "num_labels": 200 }, "shoulder_right": { "count": 200, "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": 0.905, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_left": { "count": 200, "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, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_right": { "count": 200, "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": 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": 0.98, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, "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": 0.97, "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "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, "num_labels": 200 }, "hip_right": { "count": 200, "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": 0.020595, "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, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { "count": 200, "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": 0.017341, "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": 0.017116, "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": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_big_left": { "count": 200, "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": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_small_left": { "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": 0.99, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "foot_heel_left": { "count": 200, "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, 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"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": 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": 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": 0.043756, "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": 0.03242, "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": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_middle": { "count": 200, "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, "recall-0.5": 1.0, "num_labels": 200 }, "head": { "count": 200, "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, "recall-0.5": 1.0, "num_labels": 200 }, "body_errors": { "body": { "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": 13596, "mean": 0.05414, "median": 0.038586, "std": 0.044177, "sem": 0.003132, "min": 0.004212, "max": 0.266198, "num_labels": 13600 }, "hand": { "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": 0.45827, "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 } } { "total_parts": 2800, "correct_parts": 2791, "pcp": 0.996786 } ``` ### EgoHumans ##### tagging ```json { "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": 4.43411e-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": 444, "considered_empty": 0, "valid_preds": 386, "invalid_preds": 58, "missing": 14, "invalid_fraction": 0.13063, "precision": 0.86937, "recall": 0.965, "f1": 0.91469, "non_empty": 444 }, "mpjpe": { "count": 386, "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": 0.060453, "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": 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": 0.7025, "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": 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": 0.965, "num_labels": 400 }, "shoulder_right": { "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": 0.965, "num_labels": 400 }, "elbow_left": { "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": 0.955, "recall-0.25": 0.9625, "recall-0.5": 0.965, "num_labels": 400 }, "elbow_right": { "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": 0.9325, "recall-0.15": 0.9525, "recall-0.25": 0.9625, "recall-0.5": 0.965, "num_labels": 400 }, "wrist_left": { "count": 386, "mean": 0.036174, "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": 0.96, "recall-0.5": 0.965, "num_labels": 400 }, "wrist_right": { "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": 386, "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": 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": 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": 0.965, "num_labels": 400 }, "ankle_left": { "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": 373, "mean": 0.062166, "median": 0.029815, "std": 0.086863, "sem": 0.004504, "min": 0.002596, "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": 0.36827, "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": 5299, "pcp": 0.94625 } ``` ##### legoassemble ```json { "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": 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": { "total_frames": 121, "total_labels": 363, "total_preds": 363, "considered_empty": 0, "valid_preds": 363, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 363 }, "mpjpe": { "count": 363, "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": 0.318122, "ap-0.05": 0.996046, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 363, "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, "recall-0.5": 1.0, "num_labels": 363 }, "shoulder_left": { "count": 363, "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, "num_labels": 363 }, "shoulder_right": { "count": 363, "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, "recall-0.5": 1.0, "num_labels": 363 }, "elbow_left": { "count": 363, "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, "recall-0.5": 1.0, "num_labels": 363 }, "elbow_right": { "count": 363, "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, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "wrist_left": { "count": 363, "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, "recall-0.5": 1.0, "num_labels": 363 }, "wrist_right": { "count": 363, "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, "recall-0.5": 1.0, "num_labels": 363 }, "hip_left": { "count": 363, "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, "recall-0.5": 1.0, "num_labels": 363 }, "hip_right": { "count": 363, "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, "recall-0.5": 1.0, "num_labels": 363 }, "knee_left": { "count": 363, "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": 0.85124, "recall-0.1": 0.966942, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_right": { "count": 363, "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, "recall-0.5": 1.0, "num_labels": 363 }, "ankle_left": { "count": 363, "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": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "ankle_right": { "count": 363, "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": 0.62026, "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 } } { "total_parts": 5082, "correct_parts": 5081, "pcp": 0.999803 } ``` ##### fencing ```json { "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": 4.69469e-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": { "total_frames": 166, "total_labels": 332, "total_preds": 664, "considered_empty": 0, "valid_preds": 332, "invalid_preds": 332, "missing": 0, "invalid_fraction": 0.5, "precision": 0.5, "recall": 1.0, "f1": 0.66667, "non_empty": 664 }, "mpjpe": { "count": 332, "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": 0.334434, "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": 0.039637, "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, "recall-0.5": 1.0, "num_labels": 332 }, "shoulder_left": { "count": 332, "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, "recall-0.5": 1.0, "num_labels": 332 }, "shoulder_right": { "count": 332, "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": 0.990964, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "elbow_left": { "count": 332, "mean": 0.019095, "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, "recall-0.5": 1.0, "num_labels": 332 }, "elbow_right": { "count": 332, "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, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "wrist_left": { "count": 332, "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": 0.990964, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "wrist_right": { "count": 332, "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, "num_labels": 332 }, "hip_left": { "count": 332, "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, "recall-0.5": 1.0, "num_labels": 332 }, "hip_right": { "count": 332, "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, "recall-0.5": 1.0, "num_labels": 332 }, "knee_left": { "count": 332, "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, "recall-0.5": 1.0, "num_labels": 332 }, "knee_right": { "count": 332, "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": 0.942771, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "ankle_left": { "count": 332, "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": 0.996988, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "ankle_right": { "count": 332, "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, "recall-0.5": 1.0, "num_labels": 332 }, "joint_recalls": { "num_labels": 4316, "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 } } { "total_parts": 4648, "correct_parts": 4648, "pcp": 1.0 } ``` ##### basketball ```json { "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": 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": 452, "considered_empty": 0, "valid_preds": 330, "invalid_preds": 122, "missing": 0, "invalid_fraction": 0.26991, "precision": 0.73009, "recall": 1.0, "f1": 0.84399, "non_empty": 452 }, "mpjpe": { "count": 330, "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": 0.772727, "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": 0.012663, "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": 0.047557, "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, "num_labels": 330 }, "shoulder_left": { "count": 330, "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, "recall-0.5": 1.0, "num_labels": 330 }, "shoulder_right": { "count": 330, "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, "num_labels": 330 }, "elbow_left": { "count": 330, "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": 0.042338, "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": 0.047385, "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": 0.948485, "recall-0.15": 0.984848, "recall-0.25": 0.993939, "recall-0.5": 1.0, "num_labels": 330 }, "wrist_right": { "count": 330, "mean": 0.048453, "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": 0.042356, "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, "recall-0.5": 1.0, "num_labels": 330 }, "hip_right": { "count": 330, "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, "recall-0.5": 1.0, "num_labels": 330 }, "knee_left": { "count": 330, "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, "num_labels": 330 }, "knee_right": { "count": 330, "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, "recall-0.5": 1.0, "num_labels": 330 }, "ankle_left": { "count": 330, "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, "num_labels": 330 }, "ankle_right": { "count": 330, "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": 0.875758, "recall-0.1": 0.987879, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "joint_recalls": { "num_labels": 4290, "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 } } { "total_parts": 4620, "correct_parts": 4604, "pcp": 0.996537 } ``` ##### volleyball ```json { "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": 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": { "total_frames": 121, "total_labels": 484, "total_preds": 486, "considered_empty": 0, "valid_preds": 480, "invalid_preds": 6, "missing": 4, "invalid_fraction": 0.01235, "precision": 0.98765, "recall": 0.99174, "f1": 0.98969, "non_empty": 486 }, "mpjpe": { "count": 480, "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": 0.16244, "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": 0.029284, "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": 0.029962, "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, "recall-0.5": 0.991736, "num_labels": 484 }, "shoulder_right": { "count": 480, "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, "num_labels": 484 }, "elbow_left": { "count": 480, "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, "num_labels": 484 }, "elbow_right": { "count": 480, "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": 0.034327, "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": 0.034724, "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": 0.035295, "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, "recall-0.5": 0.991736, "num_labels": 484 }, "hip_right": { "count": 480, "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, "num_labels": 484 }, "knee_left": { "count": 480, "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": 0.952479, "recall-0.1": 0.991736, "recall-0.15": 0.991736, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484 }, "knee_right": { "count": 480, "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, "recall-0.5": 0.991736, "num_labels": 484 }, "ankle_left": { "count": 480, "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, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484 }, "ankle_right": { "count": 480, "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, "recall-0.5": 0.991736, "num_labels": 484 }, "joint_recalls": { "num_labels": 6292, "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 } } { "total_parts": 6776, "correct_parts": 6715, "pcp": 0.990998 } ``` ##### badminton ```json { "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": 6.04716e-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": 732, "considered_empty": 0, "valid_preds": 732, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 732 }, "mpjpe": { "count": 732, "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": 0.406508, "ap-0.05": 0.992169, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 732, "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": 0.032988, "median": 0.028445, "std": 0.019759, "sem": 0.000731, "min": 0.00259, "max": 0.122485, "recall-0.025": 0.400273, "recall-0.05": 0.838798, "recall-0.1": 0.983607, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_right": { "count": 732, "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, "recall-0.5": 1.0, "num_labels": 732 }, "elbow_left": { "count": 732, "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, "num_labels": 732 }, "elbow_right": { "count": 732, "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, "num_labels": 732 }, "wrist_left": { "count": 732, "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, "num_labels": 732 }, "wrist_right": { "count": 732, "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": 0.028017, "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, "recall-0.5": 1.0, "num_labels": 732 }, "hip_right": { "count": 732, "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, "recall-0.5": 1.0, "num_labels": 732 }, "knee_left": { "count": 732, "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, "recall-0.5": 1.0, "num_labels": 732 }, "knee_right": { "count": 732, "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, "recall-0.5": 1.0, "num_labels": 732 }, "ankle_left": { "count": 732, "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, "recall-0.5": 1.0, "num_labels": 732 }, "ankle_right": { "count": 732, "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, "num_labels": 732 }, "joint_recalls": { "num_labels": 9516, "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": 10242, "pcp": 0.999415 } ``` ##### tennis ```json { "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": 7.8004e-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": { "total_frames": 181, "total_labels": 362, "total_preds": 362, "considered_empty": 0, "valid_preds": 362, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 362 }, "mpjpe": { "count": 362, "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": 0.716634, "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": 0.036197, "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": 0.997238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_left": { "count": 362, "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, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_right": { "count": 362, "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, "num_labels": 362 }, "elbow_left": { "count": 362, "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": 0.024319, "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, "recall-0.5": 1.0, "num_labels": 362 }, "wrist_left": { "count": 362, "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, "recall-0.5": 1.0, "num_labels": 362 }, "wrist_right": { "count": 362, "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, "recall-0.5": 1.0, "num_labels": 362 }, "hip_left": { "count": 362, "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, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "hip_right": { "count": 362, "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": 0.950276, "recall-0.1": 0.994475, "recall-0.15": 0.997238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "knee_left": { "count": 362, "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, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "knee_right": { "count": 362, "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, "recall-0.25": 0.997238, "recall-0.5": 1.0, "num_labels": 362 }, "ankle_left": { "count": 362, "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, "recall-0.5": 1.0, "num_labels": 362 }, "ankle_right": { "count": 362, "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, "recall-0.5": 1.0, "num_labels": 362 }, "joint_recalls": { "num_labels": 4706, "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": 5061, "pcp": 0.998619 } ```