# 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": 0.0206385, "demosaicing": 0.000598167, "avg_time_2d": 0.00822345, "avg_time_3d": 3.54813e-05, "fps": 112.904 } { "triangulator_calls": 600, "init_time": 2.62541e-06, "undistort_time": 3.73739e-06, "project_time": 7.60795e-07, "match_time": 1.39969e-06, "pairs_time": 2.26192e-07, "pair_scoring_time": 5.79049e-06, "grouping_time": 9.75042e-07, "full_time": 7.44867e-06, "merge_time": 3.51708e-06, "post_time": 4.28027e-06, "convert_time": 5.8175e-08, "total_time": 3.1055e-05 } { "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": 0.060962, "median": 0.052484, "std": 0.028624, "sem": 0.00117, "min": 0.036311, "max": 0.188858, "recall-0.025": 0.0, "recall-0.05": 0.366667, "recall-0.1": 0.936667, "recall-0.15": 0.95, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600, "ap-0.025": 0.0, "ap-0.05": 0.215605, "ap-0.1": 0.891161, "ap-0.15": 0.911559, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 600, "mean": 0.105757, "median": 0.094634, "std": 0.035993, "sem": 0.001471, "min": 0.024489, "max": 0.260746, "recall-0.025": 0.001667, "recall-0.05": 0.021667, "recall-0.1": 0.576667, "recall-0.15": 0.89, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_left": { "count": 600, "mean": 0.035821, "median": 0.026476, "std": 0.033776, "sem": 0.00138, "min": 0.002473, "max": 0.171514, "recall-0.025": 0.46, "recall-0.05": 0.816667, "recall-0.1": 0.941667, "recall-0.15": 0.963333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_right": { "count": 600, "mean": 0.044875, "median": 0.032878, "std": 0.041356, "sem": 0.00169, "min": 0.004517, "max": 0.26572, "recall-0.025": 0.331667, "recall-0.05": 0.776667, "recall-0.1": 0.913333, "recall-0.15": 0.94, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_left": { "count": 600, "mean": 0.044585, "median": 0.035103, "std": 0.036154, "sem": 0.001477, "min": 0.002754, "max": 0.192778, "recall-0.025": 0.261667, "recall-0.05": 0.786667, "recall-0.1": 0.933333, "recall-0.15": 0.953333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_right": { "count": 600, "mean": 0.042661, "median": 0.031367, "std": 0.037706, "sem": 0.001541, "min": 0.004304, "max": 0.322234, "recall-0.025": 0.266667, "recall-0.05": 0.821667, "recall-0.1": 0.928333, "recall-0.15": 0.943333, "recall-0.25": 0.996667, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_left": { "count": 600, "mean": 0.040793, "median": 0.024225, "std": 0.04538, "sem": 0.001854, "min": 0.000836, "max": 0.326313, "recall-0.025": 0.521667, "recall-0.05": 0.77, "recall-0.1": 0.898333, "recall-0.15": 0.943333, "recall-0.25": 0.996667, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_right": { "count": 599, "mean": 0.044678, "median": 0.02687, "std": 0.050652, "sem": 0.002071, "min": 0.002472, "max": 0.457708, "recall-0.025": 0.456667, "recall-0.05": 0.783333, "recall-0.1": 0.893333, "recall-0.15": 0.911667, "recall-0.25": 0.991667, "recall-0.5": 0.998333, "num_labels": 600 }, "hip_left": { "count": 600, "mean": 0.068763, "median": 0.057992, "std": 0.035423, "sem": 0.001447, "min": 0.025544, "max": 0.215642, "recall-0.025": 0.0, "recall-0.05": 0.258333, "recall-0.1": 0.885, "recall-0.15": 0.948333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "hip_right": { "count": 600, "mean": 0.085671, "median": 0.082582, "std": 0.028486, "sem": 0.001164, "min": 0.019417, "max": 0.210131, "recall-0.025": 0.008333, "recall-0.05": 0.056667, "recall-0.1": 0.871667, "recall-0.15": 0.95, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "knee_left": { "count": 600, "mean": 0.057169, "median": 0.041844, "std": 0.056709, "sem": 0.002317, "min": 0.014337, "max": 0.41337, "recall-0.025": 0.076667, "recall-0.05": 0.695, "recall-0.1": 0.911667, "recall-0.15": 0.923333, "recall-0.25": 0.981667, "recall-0.5": 1.0, "num_labels": 600 }, "knee_right": { "count": 600, "mean": 0.046846, "median": 0.034283, "std": 0.041108, "sem": 0.00168, "min": 0.010455, "max": 0.30709, "recall-0.025": 0.121667, "recall-0.05": 0.82, "recall-0.1": 0.923333, "recall-0.15": 0.94, "recall-0.25": 0.996667, "recall-0.5": 1.0, "num_labels": 600 }, "ankle_left": { "count": 598, "mean": 0.091286, "median": 0.0826, "std": 0.040637, "sem": 0.001663, "min": 0.047469, "max": 0.482805, "recall-0.025": 0.0, "recall-0.05": 0.003333, "recall-0.1": 0.868333, "recall-0.15": 0.936667, "recall-0.25": 0.988333, "recall-0.5": 0.996667, "num_labels": 600 }, "ankle_right": { "count": 599, "mean": 0.080017, "median": 0.066851, "std": 0.04699, "sem": 0.001922, "min": 0.02973, "max": 0.386174, "recall-0.025": 0.0, "recall-0.05": 0.031667, "recall-0.1": 0.898333, "recall-0.15": 0.916667, "recall-0.25": 0.976667, "recall-0.5": 0.998333, "num_labels": 600 }, "joint_recalls": { "num_labels": 7800, "recall-0.025": 0.19269, "recall-0.05": 0.51026, "recall-0.1": 0.87923, "recall-0.15": 0.93462, "recall-0.25": 0.99385, "recall-0.5": 0.99923 } } { "total_parts": 8400, "correct_parts": 8128, "pcp": 0.967619 } ``` ### Shelf ```json { "img_loading": 0.042184, "demosaicing": 0.000678806, "avg_time_2d": 0.0147901, "avg_time_3d": 0.000119385, "fps": 64.1505 } { "triangulator_calls": 301, "init_time": 2.93031e-06, "undistort_time": 1.43119e-05, "project_time": 2.3093e-06, "match_time": 8.56559e-06, "pairs_time": 4.58829e-06, "pair_scoring_time": 2.63603e-05, "grouping_time": 4.53817e-06, "full_time": 2.74936e-05, "merge_time": 1.15484e-05, "post_time": 6.9437e-06, "convert_time": 1.26757e-07, "total_time": 0.000109953 } { "person_nums": { "total_frames": 301, "total_labels": 477, "total_preds": 832, "considered_empty": 0, "valid_preds": 477, "invalid_preds": 355, "missing": 0, "invalid_fraction": 0.42668, "precision": 0.57332, "recall": 1.0, "f1": 0.7288, "non_empty": 832 }, "mpjpe": { "count": 477, "mean": 0.047771, "median": 0.04252, "std": 0.014668, "sem": 0.000672, "min": 0.029325, "max": 0.105412, "recall-0.025": 0.0, "recall-0.05": 0.702306, "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": 0.429122, "ap-0.1": 0.750799, "ap-0.15": 0.760584, "ap-0.25": 0.760584, "ap-0.5": 0.760584 }, "head": { "count": 477, "mean": 0.053874, "median": 0.04981, "std": 0.024502, "sem": 0.001123, "min": 0.005023, "max": 0.171118, "recall-0.025": 0.090147, "recall-0.05": 0.505241, "recall-0.1": 0.939203, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_left": { "count": 477, "mean": 0.042207, "median": 0.036661, "std": 0.020587, "sem": 0.000944, "min": 0.004368, "max": 0.136632, "recall-0.025": 0.165618, "recall-0.05": 0.740042, "recall-0.1": 0.983229, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_right": { "count": 477, "mean": 0.049707, "median": 0.046776, "std": 0.022703, "sem": 0.001041, "min": 0.005334, "max": 0.149673, "recall-0.025": 0.096436, "recall-0.05": 0.551363, "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": 0.040814, "median": 0.032286, "std": 0.029281, "sem": 0.001342, "min": 0.003459, "max": 0.309844, "recall-0.025": 0.318658, "recall-0.05": 0.748428, "recall-0.1": 0.951782, "recall-0.15": 0.997904, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_right": { "count": 477, "mean": 0.053474, "median": 0.045174, "std": 0.040287, "sem": 0.001847, "min": 0.00327, "max": 0.244516, "recall-0.025": 0.253669, "recall-0.05": 0.553459, "recall-0.1": 0.903564, "recall-0.15": 0.960168, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_left": { "count": 477, "mean": 0.060043, "median": 0.054688, "std": 0.038061, "sem": 0.001745, "min": 0.00164, "max": 0.323995, "recall-0.025": 0.134172, "recall-0.05": 0.396226, "recall-0.1": 0.907757, "recall-0.15": 0.964361, "recall-0.25": 0.991614, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_right": { "count": 477, "mean": 0.058016, "median": 0.054634, "std": 0.030706, "sem": 0.001407, "min": 0.008622, "max": 0.238817, "recall-0.025": 0.111111, "recall-0.05": 0.421384, "recall-0.1": 0.903564, "recall-0.15": 0.985325, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_left": { "count": 477, "mean": 0.048043, "median": 0.042435, "std": 0.025895, "sem": 0.001187, "min": 0.006314, "max": 0.173228, "recall-0.025": 0.159329, "recall-0.05": 0.624738, "recall-0.1": 0.955975, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_right": { "count": 477, "mean": 0.057878, "median": 0.056579, "std": 0.023899, "sem": 0.001095, "min": 0.006301, "max": 0.132422, "recall-0.025": 0.098532, "recall-0.05": 0.352201, "recall-0.1": 0.9413, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_left": { "count": 477, "mean": 0.040068, "median": 0.036879, "std": 0.02442, "sem": 0.001119, "min": 0.005242, "max": 0.190112, "recall-0.025": 0.257862, "recall-0.05": 0.754717, "recall-0.1": 0.974843, "recall-0.15": 0.989518, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_right": { "count": 477, "mean": 0.039748, "median": 0.035762, "std": 0.023, "sem": 0.001054, "min": 0.007276, "max": 0.184978, "recall-0.025": 0.316562, "recall-0.05": 0.72956, "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": 0.036387, "median": 0.028113, "std": 0.030604, "sem": 0.001403, "min": 0.004893, "max": 0.223793, "recall-0.025": 0.429769, "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": 0.040761, "median": 0.030879, "std": 0.037437, "sem": 0.001716, "min": 0.003316, "max": 0.28852, "recall-0.025": 0.301887, "recall-0.05": 0.809224, "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": 0.20916, "recall-0.05": 0.6149, "recall-0.1": 0.94356, "recall-0.15": 0.98774, "recall-0.25": 0.99887, "recall-0.5": 1.0 } } { "total_parts": 6678, "correct_parts": 6621, "pcp": 0.991465 } ``` ### Campus ```json { "img_loading": 0.0048678, "demosaicing": 0.000179701, "avg_time_2d": 0.00692718, "avg_time_3d": 3.91715e-05, "fps": 139.937 } { "triangulator_calls": 222, "init_time": 2.52929e-06, "undistort_time": 5.93888e-06, "project_time": 1.14659e-06, "match_time": 3.00681e-06, "pairs_time": 5.65194e-07, "pair_scoring_time": 5.32196e-06, "grouping_time": 1.0636e-06, "full_time": 6.59306e-06, "merge_time": 2.46157e-06, "post_time": 5.43694e-06, "convert_time": 9.90811e-08, "total_time": 3.44024e-05 } { "person_nums": { "total_frames": 222, "total_labels": 376, "total_preds": 444, "considered_empty": 0, "valid_preds": 376, "invalid_preds": 68, "missing": 0, "invalid_fraction": 0.15315, "precision": 0.84685, "recall": 1.0, "f1": 0.91707, "non_empty": 444 }, "mpjpe": { "count": 376, "mean": 0.078212, "median": 0.074774, "std": 0.019045, "sem": 0.000983, "min": 0.039602, "max": 0.239068, "recall-0.025": 0.0, "recall-0.05": 0.005319, "recall-0.1": 0.864362, "recall-0.15": 0.99734, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376, "ap-0.025": 0.0, "ap-0.05": 5.2e-05, "ap-0.1": 0.76681, "ap-0.15": 0.972963, "ap-0.25": 0.975443, "ap-0.5": 0.975443 }, "head": { "count": 376, "mean": 0.072296, "median": 0.06878, "std": 0.039587, "sem": 0.002044, "min": 0.009563, "max": 0.405148, "recall-0.025": 0.06383, "recall-0.05": 0.273936, "recall-0.1": 0.851064, "recall-0.15": 0.968085, "recall-0.25": 0.994681, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_left": { "count": 376, "mean": 0.070823, "median": 0.063402, "std": 0.03412, "sem": 0.001762, "min": 0.015625, "max": 0.205286, "recall-0.025": 0.031915, "recall-0.05": 0.284574, "recall-0.1": 0.837766, "recall-0.15": 0.962766, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_right": { "count": 376, "mean": 0.078918, "median": 0.071967, "std": 0.042364, "sem": 0.002188, "min": 0.007056, "max": 0.497202, "recall-0.025": 0.023936, "recall-0.05": 0.242021, "recall-0.1": 0.789894, "recall-0.15": 0.949468, "recall-0.25": 0.99734, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_left": { "count": 376, "mean": 0.089342, "median": 0.073134, "std": 0.052533, "sem": 0.002713, "min": 0.012803, "max": 0.347903, "recall-0.025": 0.026596, "recall-0.05": 0.255319, "recall-0.1": 0.640957, "recall-0.15": 0.869681, "recall-0.25": 0.986702, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_right": { "count": 375, "mean": 0.08092, "median": 0.071898, "std": 0.043058, "sem": 0.002226, "min": 0.001558, "max": 0.226356, "recall-0.025": 0.031915, "recall-0.05": 0.284574, "recall-0.1": 0.704787, "recall-0.15": 0.909574, "recall-0.25": 0.99734, "recall-0.5": 0.99734, "num_labels": 376 }, "wrist_left": { "count": 376, "mean": 0.126738, "median": 0.108734, "std": 0.076873, "sem": 0.00397, "min": 0.011088, "max": 0.468964, "recall-0.025": 0.023936, "recall-0.05": 0.103723, "recall-0.1": 0.444149, "recall-0.15": 0.702128, "recall-0.25": 0.917553, "recall-0.5": 1.0, "num_labels": 376 }, "wrist_right": { "count": 376, "mean": 0.112269, "median": 0.103285, "std": 0.049908, "sem": 0.002577, "min": 0.023115, "max": 0.461637, "recall-0.025": 0.00266, "recall-0.05": 0.050532, "recall-0.1": 0.452128, "recall-0.15": 0.805851, "recall-0.25": 0.992021, "recall-0.5": 1.0, "num_labels": 376 }, "hip_left": { "count": 376, "mean": 0.071436, "median": 0.071879, "std": 0.030107, "sem": 0.001555, "min": 0.004595, "max": 0.148008, "recall-0.025": 0.074468, "recall-0.05": 0.24734, "recall-0.1": 0.816489, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "hip_right": { "count": 376, "mean": 0.076748, "median": 0.074897, "std": 0.033812, "sem": 0.001746, "min": 0.011683, "max": 0.226511, "recall-0.025": 0.021277, "recall-0.05": 0.202128, "recall-0.1": 0.824468, "recall-0.15": 0.962766, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_left": { "count": 376, "mean": 0.053237, "median": 0.048348, "std": 0.02481, "sem": 0.001281, "min": 0.008217, "max": 0.140796, "recall-0.025": 0.098404, "recall-0.05": 0.531915, "recall-0.1": 0.954787, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_right": { "count": 376, "mean": 0.054326, "median": 0.048229, "std": 0.030404, "sem": 0.00157, "min": 0.008128, "max": 0.228754, "recall-0.025": 0.119681, "recall-0.05": 0.537234, "recall-0.1": 0.930851, "recall-0.15": 0.978723, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "ankle_left": { "count": 376, "mean": 0.066784, "median": 0.051408, "std": 0.05246, "sem": 0.002709, "min": 0.004644, "max": 0.401341, "recall-0.025": 0.095745, "recall-0.05": 0.473404, "recall-0.1": 0.869681, "recall-0.15": 0.957447, "recall-0.25": 0.976064, "recall-0.5": 1.0, "num_labels": 376 }, "ankle_right": { "count": 376, "mean": 0.061572, "median": 0.050544, "std": 0.047924, "sem": 0.002475, "min": 0.0034, "max": 0.378972, "recall-0.025": 0.06117, "recall-0.05": 0.492021, "recall-0.1": 0.904255, "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": 0.05094, "recall-0.05": 0.30401, "recall-0.1": 0.76944, "recall-0.15": 0.9243, "recall-0.25": 0.98711, "recall-0.5": 0.99959 } } { "total_parts": 5264, "correct_parts": 4940, "pcp": 0.93845 } ``` ### MVOR ```json { "img_loading": 0.0112714, "demosaicing": 0.000325633, "avg_time_2d": 0.00810187, "avg_time_3d": 4.53592e-05, "fps": 118.024 } { "triangulator_calls": 629, "init_time": 3.2222e-06, "undistort_time": 6.07305e-06, "project_time": 1.05136e-06, "match_time": 2.86138e-06, "pairs_time": 8.07431e-07, "pair_scoring_time": 1.17048e-05, "grouping_time": 1.37439e-06, "full_time": 5.02742e-06, "merge_time": 2.56259e-06, "post_time": 5.75403e-06, "convert_time": 1.0445e-07, "total_time": 4.07769e-05 } { "person_nums": { "total_frames": 629, "total_labels": 1061, "total_preds": 1127, "considered_empty": 0, "valid_preds": 820, "invalid_preds": 307, "missing": 241, "invalid_fraction": 0.2724, "precision": 0.7276, "recall": 0.77286, "f1": 0.74954, "non_empty": 1127 }, "mpjpe": { "count": 820, "mean": 0.119448, "median": 0.10014, "std": 0.06641, "sem": 0.002321, "min": 0.040393, "max": 0.498529, "recall-0.025": 0.0, "recall-0.05": 0.002828, "recall-0.1": 0.384543, "recall-0.15": 0.62771, "recall-0.25": 0.737983, "recall-0.5": 0.772856, "num_labels": 1061, "ap-0.025": 0.0, "ap-0.05": 4.5e-05, "ap-0.1": 0.234225, "ap-0.15": 0.503606, "ap-0.25": 0.660402, "ap-0.5": 0.701985 }, "head": { "count": 818, "mean": 0.068912, "median": 0.051827, "std": 0.062882, "sem": 0.0022, "min": 0.004664, "max": 0.496727, "recall-0.025": 0.086711, "recall-0.05": 0.366635, "recall-0.1": 0.655042, "recall-0.15": 0.71442, "recall-0.25": 0.743638, "recall-0.5": 0.770971, "num_labels": 1061 }, "shoulder_left": { "count": 816, "mean": 0.064317, "median": 0.045366, "std": 0.063681, "sem": 0.002231, "min": 0.003718, "max": 0.488998, "recall-0.025": 0.163054, "recall-0.05": 0.421301, "recall-0.1": 0.65033, "recall-0.15": 0.71065, "recall-0.25": 0.746466, "recall-0.5": 0.769086, "num_labels": 1061 }, "shoulder_right": { "count": 816, "mean": 0.061446, "median": 0.040976, "std": 0.063204, "sem": 0.002214, "min": 0.003182, "max": 0.453615, "recall-0.025": 0.151744, "recall-0.05": 0.469369, "recall-0.1": 0.660697, "recall-0.15": 0.719133, "recall-0.25": 0.747408, "recall-0.5": 0.769086, "num_labels": 1061 }, "elbow_left": { "count": 807, "mean": 0.108949, "median": 0.079853, "std": 0.090043, "sem": 0.003172, "min": 0.004183, "max": 0.483216, "recall-0.025": 0.067861, "recall-0.05": 0.234684, "recall-0.1": 0.455231, "recall-0.15": 0.573987, "recall-0.25": 0.692743, "recall-0.5": 0.760603, "num_labels": 1061 }, "elbow_right": { "count": 812, "mean": 0.090795, "median": 0.061349, "std": 0.083915, "sem": 0.002947, "min": 0.004284, "max": 0.484554, "recall-0.025": 0.089538, "recall-0.05": 0.299717, "recall-0.1": 0.543827, "recall-0.15": 0.649387, "recall-0.25": 0.713478, "recall-0.5": 0.765316, "num_labels": 1061 }, "wrist_left": { "count": 806, "mean": 0.13052, "median": 0.094758, "std": 0.105598, "sem": 0.003722, "min": 0.006309, "max": 0.495929, "recall-0.025": 0.069746, "recall-0.05": 0.193214, "recall-0.1": 0.392083, "recall-0.15": 0.504241, "recall-0.25": 0.651272, "recall-0.5": 0.759661, "num_labels": 1061 }, "wrist_right": { "count": 807, "mean": 0.112371, "median": 0.076093, "std": 0.100928, "sem": 0.003555, "min": 0.005996, "max": 0.48016, "recall-0.025": 0.089538, "recall-0.05": 0.256362, "recall-0.1": 0.481621, "recall-0.15": 0.561734, "recall-0.25": 0.664467, "recall-0.5": 0.760603, "num_labels": 1061 }, "hip_left": { "count": 805, "mean": 0.196422, "median": 0.180237, "std": 0.085037, "sem": 0.002999, "min": 0.028872, "max": 0.494933, "recall-0.025": 0.0, "recall-0.05": 0.005655, "recall-0.1": 0.057493, "recall-0.15": 0.250707, "recall-0.25": 0.594722, "recall-0.5": 0.758718, "num_labels": 1061 }, "hip_right": { "count": 798, "mean": 0.187704, "median": 0.172561, "std": 0.077497, "sem": 0.002745, "min": 0.033974, "max": 0.496836, "recall-0.025": 0.0, "recall-0.05": 0.002828, "recall-0.1": 0.06409, "recall-0.15": 0.264844, "recall-0.25": 0.621112, "recall-0.5": 0.752121, "num_labels": 1061 }, "joint_recalls": { "num_labels": 9549, "recall-0.025": 0.07959, "recall-0.05": 0.24955, "recall-0.1": 0.43963, "recall-0.15": 0.54927, "recall-0.25": 0.68562, "recall-0.5": 0.76259 } } { "total_parts": 10610, "correct_parts": 6187, "pcp": 0.583129 } ``` ### Panoptic ```json { "img_loading": 0.0469234, "demosaicing": 0.00104152, "avg_time_2d": 0.0167011, "avg_time_3d": 0.000146036, "fps": 55.9013 } { "triangulator_calls": 420, "init_time": 2.97937e-06, "undistort_time": 1.63641e-05, "project_time": 2.85499e-06, "match_time": 1.26216e-05, "pairs_time": 9.3965e-06, "pair_scoring_time": 3.47372e-05, "grouping_time": 5.82066e-06, "full_time": 2.98699e-05, "merge_time": 1.3583e-05, "post_time": 7.56396e-06, "convert_time": 1.56833e-07, "total_time": 0.000136184 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1501, "considered_empty": 0, "valid_preds": 1462, "invalid_preds": 39, "missing": 4, "invalid_fraction": 0.02598, "precision": 0.97402, "recall": 0.99727, "f1": 0.98551, "non_empty": 1501 }, "mpjpe": { "count": 1462, "mean": 0.031793, "median": 0.029086, "std": 0.014062, "sem": 0.000368, "min": 0.009935, "max": 0.125083, "recall-0.025": 0.341064, "recall-0.05": 0.908595, "recall-0.1": 0.99045, "recall-0.15": 0.997271, "recall-0.25": 0.997271, "recall-0.5": 0.997271, "num_labels": 1466, "ap-0.025": 0.184449, "ap-0.05": 0.876096, "ap-0.1": 0.980171, "ap-0.15": 0.990745, "ap-0.25": 0.990745, "ap-0.5": 0.990745 }, "nose": { "count": 1461, "mean": 0.015309, "median": 0.011501, "std": 0.01786, "sem": 0.000467, "min": 0.001495, "max": 0.276078, "recall-0.025": 0.903623, "recall-0.05": 0.966507, "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": 0.016713, "median": 0.014783, "std": 0.010849, "sem": 0.000284, "min": 0.001451, "max": 0.104098, "recall-0.025": 0.843111, "recall-0.05": 0.982265, "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": 0.0166, "median": 0.014388, "std": 0.011258, "sem": 0.000295, "min": 0.00119, "max": 0.147753, "recall-0.025": 0.835495, "recall-0.05": 0.985666, "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": 0.022007, "median": 0.016468, "std": 0.019558, "sem": 0.000512, "min": 0.000766, "max": 0.231621, "recall-0.025": 0.74471, "recall-0.05": 0.917406, "recall-0.1": 0.989078, "recall-0.15": 0.995904, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "elbow_right": { "count": 1461, "mean": 0.020631, "median": 0.015763, "std": 0.016009, "sem": 0.000419, "min": 0.001514, "max": 0.161231, "recall-0.025": 0.794258, "recall-0.05": 0.935065, "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": 0.03502, "median": 0.016617, "std": 0.05351, "sem": 0.001415, "min": 0.000678, "max": 0.450267, "recall-0.025": 0.680614, "recall-0.05": 0.843794, "recall-0.1": 0.914226, "recall-0.15": 0.956067, "recall-0.25": 0.97629, "recall-0.5": 0.998605, "num_labels": 1434 }, "wrist_right": { "count": 1455, "mean": 0.026332, "median": 0.016539, "std": 0.032321, "sem": 0.000848, "min": 0.001381, "max": 0.280031, "recall-0.025": 0.697802, "recall-0.05": 0.889423, "recall-0.1": 0.969093, "recall-0.15": 0.982143, "recall-0.25": 0.99794, "recall-0.5": 0.999313, "num_labels": 1456 }, "hip_left": { "count": 1461, "mean": 0.034996, "median": 0.031238, "std": 0.02016, "sem": 0.000528, "min": 0.002441, "max": 0.195158, "recall-0.025": 0.339932, "recall-0.05": 0.830034, "recall-0.1": 0.985666, "recall-0.15": 0.995904, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "hip_right": { "count": 1462, "mean": 0.037438, "median": 0.032873, "std": 0.023989, "sem": 0.000628, "min": 0.003165, "max": 0.27157, "recall-0.025": 0.316508, "recall-0.05": 0.806276, "recall-0.1": 0.974079, "recall-0.15": 0.993861, "recall-0.25": 0.996589, "recall-0.5": 0.997271, "num_labels": 1466 }, "knee_left": { "count": 1461, "mean": 0.038669, "median": 0.033137, "std": 0.033745, "sem": 0.000883, "min": 0.004169, "max": 0.487492, "recall-0.025": 0.286689, "recall-0.05": 0.804096, "recall-0.1": 0.977474, "recall-0.15": 0.984983, "recall-0.25": 0.991126, "recall-0.5": 0.99727, "num_labels": 1465 }, "knee_right": { "count": 1455, "mean": 0.038401, "median": 0.031303, "std": 0.027393, "sem": 0.000718, "min": 0.004215, "max": 0.371875, "recall-0.025": 0.352296, "recall-0.05": 0.755312, "recall-0.1": 0.966415, "recall-0.15": 0.992461, "recall-0.25": 0.995888, "recall-0.5": 0.997258, "num_labels": 1459 }, "ankle_left": { "count": 1459, "mean": 0.054133, "median": 0.033108, "std": 0.060269, "sem": 0.001578, "min": 0.001995, "max": 0.44695, "recall-0.025": 0.354067, "recall-0.05": 0.683527, "recall-0.1": 0.867396, "recall-0.15": 0.920027, "recall-0.25": 0.97676, "recall-0.5": 0.997266, "num_labels": 1463 }, "ankle_right": { "count": 1446, "mean": 0.051927, "median": 0.030794, "std": 0.064938, "sem": 0.001708, "min": 0.001857, "max": 0.493842, "recall-0.025": 0.386301, "recall-0.05": 0.742466, "recall-0.1": 0.871233, "recall-0.15": 0.910274, "recall-0.25": 0.961644, "recall-0.5": 0.990411, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.57925, "recall-0.05": 0.85692, "recall-0.1": 0.96114, "recall-0.15": 0.97825, "recall-0.25": 0.99052, "recall-0.5": 0.99695 } } { "total_parts": 20444, "correct_parts": 20215, "pcp": 0.988799 } ``` ##### 3 cameras ```json { "img_loading": 0.0287833, "demosaicing": 0.000644415, "avg_time_2d": 0.0100827, "avg_time_3d": 6.42313e-05, "fps": 92.6666 } { "triangulator_calls": 420, "init_time": 2.88613e-06, "undistort_time": 9.93951e-06, "project_time": 1.50624e-06, "match_time": 7.31735e-06, "pairs_time": 2.81962e-06, "pair_scoring_time": 1.11191e-05, "grouping_time": 2.20671e-06, "full_time": 1.02751e-05, "merge_time": 4.18402e-06, "post_time": 6.86521e-06, "convert_time": 1.64188e-07, "total_time": 5.95178e-05 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1380, "considered_empty": 0, "valid_preds": 1367, "invalid_preds": 13, "missing": 99, "invalid_fraction": 0.00942, "precision": 0.99058, "recall": 0.93247, "f1": 0.96065, "non_empty": 1380 }, "mpjpe": { "count": 1367, "mean": 0.059399, "median": 0.048157, "std": 0.036615, "sem": 0.000991, "min": 0.018518, "max": 0.279104, "recall-0.025": 0.00955, "recall-0.05": 0.500682, "recall-0.1": 0.840382, "recall-0.15": 0.901774, "recall-0.25": 0.927012, "recall-0.5": 0.932469, "num_labels": 1466, "ap-0.025": 0.001611, "ap-0.05": 0.392577, "ap-0.1": 0.801887, "ap-0.15": 0.887953, "ap-0.25": 0.91762, "ap-0.5": 0.924 }, "nose": { "count": 1366, "mean": 0.026681, "median": 0.020287, "std": 0.019145, "sem": 0.000518, "min": 0.001338, "max": 0.155757, "recall-0.025": 0.537252, "recall-0.05": 0.818182, "recall-0.1": 0.926863, "recall-0.15": 0.932331, "recall-0.25": 0.933698, "recall-0.5": 0.933698, "num_labels": 1463 }, "shoulder_left": { "count": 1366, "mean": 0.0206, "median": 0.017638, "std": 0.013929, "sem": 0.000377, "min": 0.000922, "max": 0.114537, "recall-0.025": 0.665075, "recall-0.05": 0.906548, "recall-0.1": 0.931105, "recall-0.15": 0.931787, "recall-0.25": 0.931787, "recall-0.5": 0.931787, "num_labels": 1466 }, "shoulder_right": { "count": 1366, "mean": 0.023551, "median": 0.018265, "std": 0.018815, "sem": 0.000509, "min": 0.001529, "max": 0.215048, "recall-0.025": 0.620478, "recall-0.05": 0.881229, "recall-0.1": 0.924232, "recall-0.15": 0.929693, "recall-0.25": 0.932423, "recall-0.5": 0.932423, "num_labels": 1465 }, "elbow_left": { "count": 1366, "mean": 0.0348, "median": 0.022764, "std": 0.031887, "sem": 0.000863, "min": 0.000544, "max": 0.2673, "recall-0.025": 0.498976, "recall-0.05": 0.738567, "recall-0.1": 0.873038, "recall-0.15": 0.926962, "recall-0.25": 0.931058, "recall-0.5": 0.932423, "num_labels": 1465 }, "elbow_right": { "count": 1366, "mean": 0.032267, "median": 0.021257, "std": 0.031252, "sem": 0.000846, "min": 0.001511, "max": 0.335846, "recall-0.025": 0.555024, "recall-0.05": 0.768968, "recall-0.1": 0.901572, "recall-0.15": 0.922078, "recall-0.25": 0.932331, "recall-0.5": 0.933698, "num_labels": 1463 }, "wrist_left": { "count": 1337, "mean": 0.055068, "median": 0.026056, "std": 0.064226, "sem": 0.001757, "min": 0.001228, "max": 0.451186, "recall-0.025": 0.45258, "recall-0.05": 0.616457, "recall-0.1": 0.776151, "recall-0.15": 0.838215, "recall-0.25": 0.917713, "recall-0.5": 0.932357, "num_labels": 1434 }, "wrist_right": { "count": 1360, "mean": 0.048958, "median": 0.027163, "std": 0.054749, "sem": 0.001485, "min": 0.001712, "max": 0.353775, "recall-0.025": 0.431319, "recall-0.05": 0.635989, "recall-0.1": 0.824176, "recall-0.15": 0.876374, "recall-0.25": 0.916209, "recall-0.5": 0.934066, "num_labels": 1456 }, "hip_left": { "count": 1366, "mean": 0.04317, "median": 0.038689, "std": 0.022537, "sem": 0.00061, "min": 0.000893, "max": 0.201855, "recall-0.025": 0.159727, "recall-0.05": 0.65529, "recall-0.1": 0.912628, "recall-0.15": 0.930375, "recall-0.25": 0.932423, "recall-0.5": 0.932423, "num_labels": 1465 }, "hip_right": { "count": 1367, "mean": 0.052646, "median": 0.047757, "std": 0.02999, "sem": 0.000811, "min": 0.002732, "max": 0.27157, "recall-0.025": 0.120737, "recall-0.05": 0.495225, "recall-0.1": 0.877217, "recall-0.15": 0.921555, "recall-0.25": 0.931787, "recall-0.5": 0.932469, "num_labels": 1466 }, "knee_left": { "count": 1356, "mean": 0.06141, "median": 0.041705, "std": 0.070109, "sem": 0.001905, "min": 0.003716, "max": 0.479369, "recall-0.025": 0.193174, "recall-0.05": 0.601365, "recall-0.1": 0.826621, "recall-0.15": 0.851195, "recall-0.25": 0.891468, "recall-0.5": 0.925597, "num_labels": 1465 }, "knee_right": { "count": 1352, "mean": 0.061637, "median": 0.044476, "std": 0.06361, "sem": 0.001731, "min": 0.004478, "max": 0.385868, "recall-0.025": 0.146676, "recall-0.05": 0.562029, "recall-0.1": 0.826594, "recall-0.15": 0.860864, "recall-0.25": 0.895819, "recall-0.5": 0.926662, "num_labels": 1459 }, "ankle_left": { "count": 1296, "mean": 0.117985, "median": 0.07964, "std": 0.114177, "sem": 0.003173, "min": 0.001765, "max": 0.492375, "recall-0.025": 0.149692, "recall-0.05": 0.345865, "recall-0.1": 0.533151, "recall-0.15": 0.631579, "recall-0.25": 0.766917, "recall-0.5": 0.885851, "num_labels": 1463 }, "ankle_right": { "count": 1280, "mean": 0.116062, "median": 0.062521, "std": 0.119734, "sem": 0.003348, "min": 0.002089, "max": 0.499606, "recall-0.025": 0.170548, "recall-0.05": 0.372603, "recall-0.1": 0.55137, "recall-0.15": 0.628767, "recall-0.25": 0.74726, "recall-0.5": 0.876712, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.36124, "recall-0.05": 0.64587, "recall-0.1": 0.8218, "recall-0.15": 0.85998, "recall-0.25": 0.89658, "recall-0.5": 0.92338 } } { "total_parts": 20444, "correct_parts": 18308, "pcp": 0.895519 } ``` ##### 10 cameras ```json { "img_loading": 0.0936901, "demosaicing": 0.00227633, "avg_time_2d": 0.0320164, "avg_time_3d": 0.000489574, "fps": 28.7502 } { "triangulator_calls": 420, "init_time": 4.90951e-06, "undistort_time": 3.21224e-05, "project_time": 5.83368e-06, "match_time": 2.63441e-05, "pairs_time": 4.63646e-05, "pair_scoring_time": 0.000145143, "grouping_time": 2.75832e-05, "full_time": 0.000114867, "merge_time": 5.18741e-05, "post_time": 8.52941e-06, "convert_time": 1.74767e-07, "total_time": 0.000464042 } { "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": 0.025203, "median": 0.022832, "std": 0.009935, "sem": 0.00026, "min": 0.009558, "max": 0.097873, "recall-0.025": 0.630286, "recall-0.05": 0.963165, "recall-0.1": 0.997954, "recall-0.15": 0.997954, "recall-0.25": 0.997954, "recall-0.5": 0.997954, "num_labels": 1466, "ap-0.025": 0.495689, "ap-0.05": 0.94258, "ap-0.1": 0.990299, "ap-0.15": 0.990299, "ap-0.25": 0.990299, "ap-0.5": 0.990299 }, "nose": { "count": 1460, "mean": 0.011231, "median": 0.009664, "std": 0.008021, "sem": 0.00021, "min": 0.000974, "max": 0.09734, "recall-0.025": 0.970608, "recall-0.05": 0.987013, "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": 0.012776, "median": 0.010967, "std": 0.008122, "sem": 0.000212, "min": 0.000577, "max": 0.091731, "recall-0.025": 0.931105, "recall-0.05": 0.994543, "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": 0.014181, "median": 0.012272, "std": 0.008538, "sem": 0.000223, "min": 0.001427, "max": 0.070244, "recall-0.025": 0.894198, "recall-0.05": 0.993174, "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": 0.017791, "median": 0.014873, "std": 0.012038, "sem": 0.000315, "min": 0.001627, "max": 0.113216, "recall-0.025": 0.82116, "recall-0.05": 0.974744, "recall-0.1": 0.995904, "recall-0.15": 0.997952, "recall-0.25": 0.997952, "recall-0.5": 0.997952, "num_labels": 1465 }, "elbow_right": { "count": 1460, "mean": 0.016569, "median": 0.014471, "std": 0.0147, "sem": 0.000385, "min": 0.000882, "max": 0.35562, "recall-0.025": 0.899522, "recall-0.05": 0.977444, "recall-0.1": 0.995215, "recall-0.15": 0.995899, "recall-0.25": 0.997266, "recall-0.5": 0.997949, "num_labels": 1463 }, "wrist_left": { "count": 1431, "mean": 0.017822, "median": 0.01243, "std": 0.019473, "sem": 0.000515, "min": 0.000857, "max": 0.201629, "recall-0.025": 0.834728, "recall-0.05": 0.960948, "recall-0.1": 0.981172, "recall-0.15": 0.993026, "recall-0.25": 0.997908, "recall-0.5": 0.997908, "num_labels": 1434 }, "wrist_right": { "count": 1454, "mean": 0.017397, "median": 0.012625, "std": 0.018722, "sem": 0.000491, "min": 0.000922, "max": 0.294265, "recall-0.025": 0.835852, "recall-0.05": 0.959478, "recall-0.1": 0.989011, "recall-0.15": 0.995192, "recall-0.25": 0.99794, "recall-0.5": 0.998626, "num_labels": 1456 }, "hip_left": { "count": 1462, "mean": 0.027462, "median": 0.025256, "std": 0.015052, "sem": 0.000394, "min": 0.00295, "max": 0.11861, "recall-0.025": 0.49215, "recall-0.05": 0.934471, "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": 0.027516, "median": 0.025475, "std": 0.012579, "sem": 0.000329, "min": 0.004251, "max": 0.085236, "recall-0.025": 0.484993, "recall-0.05": 0.949523, "recall-0.1": 0.997954, "recall-0.15": 0.997954, "recall-0.25": 0.997954, "recall-0.5": 0.997954, "num_labels": 1466 }, "knee_left": { "count": 1462, "mean": 0.028355, "median": 0.025639, "std": 0.014851, "sem": 0.000389, "min": 0.002805, "max": 0.139707, "recall-0.025": 0.483959, "recall-0.05": 0.918771, "recall-0.1": 0.99727, "recall-0.15": 0.997952, "recall-0.25": 0.997952, "recall-0.5": 0.997952, "num_labels": 1465 }, "knee_right": { "count": 1456, "mean": 0.032127, "median": 0.02788, "std": 0.019816, "sem": 0.000519, "min": 0.00237, "max": 0.191416, "recall-0.025": 0.416038, "recall-0.05": 0.874572, "recall-0.1": 0.980809, "recall-0.15": 0.995202, "recall-0.25": 0.997944, "recall-0.5": 0.997944, "num_labels": 1459 }, "ankle_left": { "count": 1459, "mean": 0.052817, "median": 0.031962, "std": 0.056735, "sem": 0.001486, "min": 0.001515, "max": 0.386617, "recall-0.025": 0.388243, "recall-0.05": 0.675325, "recall-0.1": 0.868763, "recall-0.15": 0.92823, "recall-0.25": 0.975393, "recall-0.5": 0.997266, "num_labels": 1463 }, "ankle_right": { "count": 1455, "mean": 0.049961, "median": 0.028975, "std": 0.061037, "sem": 0.001601, "min": 0.002054, "max": 0.472223, "recall-0.025": 0.419863, "recall-0.05": 0.722603, "recall-0.1": 0.884932, "recall-0.15": 0.932192, "recall-0.25": 0.969863, "recall-0.5": 0.996575, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.68178, "recall-0.05": 0.91685, "recall-0.1": 0.9752, "recall-0.15": 0.98615, "recall-0.25": 0.99363, "recall-0.5": 0.99742 } } { "total_parts": 20444, "correct_parts": 20347, "pcp": 0.995255 } ``` ##### 31 cameras ```json { "img_loading": 0.323799, "demosaicing": 0.011528, "avg_time_2d": 0.0978827, "avg_time_3d": 0.0051087, "fps": 8.73215 } { "triangulator_calls": 420, "init_time": 1.48749e-05, "undistort_time": 0.000100031, "project_time": 1.93111e-05, "match_time": 8.4165e-05, "pairs_time": 0.000554208, "pair_scoring_time": 0.00155573, "grouping_time": 0.00083948, "full_time": 0.00108976, "merge_time": 0.00066878, "post_time": 9.92854e-06, "convert_time": 2.1015e-07, "total_time": 0.00493674 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1510, "considered_empty": 0, "valid_preds": 1465, "invalid_preds": 45, "missing": 1, "invalid_fraction": 0.0298, "precision": 0.9702, "recall": 0.99932, "f1": 0.98454, "non_empty": 1510 }, "mpjpe": { "count": 1465, "mean": 0.020211, "median": 0.018762, "std": 0.00708, "sem": 0.000185, "min": 0.009375, "max": 0.104414, "recall-0.025": 0.803547, "recall-0.05": 0.997271, "recall-0.1": 0.998636, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466, "ap-0.025": 0.734463, "ap-0.05": 0.985229, "ap-0.1": 0.987536, "ap-0.15": 0.989163, "ap-0.25": 0.989163, "ap-0.5": 0.989163 }, "nose": { "count": 1462, "mean": 0.009298, "median": 0.008171, "std": 0.00649, "sem": 0.00017, "min": 0.000399, "max": 0.080284, "recall-0.025": 0.982912, "recall-0.05": 0.991114, "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": 0.010548, "median": 0.009349, "std": 0.006278, "sem": 0.000164, "min": 0.000514, "max": 0.056519, "recall-0.025": 0.961801, "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": 0.011964, "median": 0.010436, "std": 0.00704, "sem": 0.000184, "min": 0.001042, "max": 0.110042, "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": 0.013815, "median": 0.012283, "std": 0.007906, "sem": 0.000207, "min": 0.0023, "max": 0.063993, "recall-0.025": 0.92901, "recall-0.05": 0.993174, "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": 0.013976, "median": 0.012379, "std": 0.008969, "sem": 0.000235, "min": 0.000147, "max": 0.163362, "recall-0.025": 0.927546, "recall-0.05": 0.989064, "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": 0.014934, "median": 0.010818, "std": 0.016423, "sem": 0.000434, "min": 0.00093, "max": 0.149006, "recall-0.025": 0.892608, "recall-0.05": 0.967225, "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": 0.014381, "median": 0.010194, "std": 0.013204, "sem": 0.000346, "min": 0.000671, "max": 0.105661, "recall-0.025": 0.87706, "recall-0.05": 0.969093, "recall-0.1": 0.999313, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1464, "mean": 0.021363, "median": 0.018874, "std": 0.01164, "sem": 0.000304, "min": 0.001522, "max": 0.088569, "recall-0.025": 0.733788, "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": 0.022366, "median": 0.021663, "std": 0.011091, "sem": 0.00029, "min": 0.002635, "max": 0.241863, "recall-0.025": 0.631651, "recall-0.05": 0.991814, "recall-0.1": 0.998636, "recall-0.15": 0.998636, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "knee_left": { "count": 1464, "mean": 0.022662, "median": 0.021007, "std": 0.011829, "sem": 0.000309, "min": 0.001591, "max": 0.112879, "recall-0.025": 0.63959, "recall-0.05": 0.971331, "recall-0.1": 0.997952, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "knee_right": { "count": 1458, "mean": 0.025448, "median": 0.023556, "std": 0.015884, "sem": 0.000416, "min": 0.002479, "max": 0.174875, "recall-0.025": 0.543523, "recall-0.05": 0.965045, "recall-0.1": 0.986977, "recall-0.15": 0.998629, "recall-0.25": 0.999315, "recall-0.5": 0.999315, "num_labels": 1459 }, "ankle_left": { "count": 1462, "mean": 0.038848, "median": 0.027374, "std": 0.033448, "sem": 0.000875, "min": 0.000691, "max": 0.237364, "recall-0.025": 0.465482, "recall-0.05": 0.747095, "recall-0.1": 0.930964, "recall-0.15": 0.987697, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "ankle_right": { "count": 1458, "mean": 0.041993, "median": 0.025951, "std": 0.040542, "sem": 0.001062, "min": 0.000505, "max": 0.260212, "recall-0.025": 0.484247, "recall-0.05": 0.713699, "recall-0.1": 0.89863, "recall-0.15": 0.969178, "recall-0.25": 0.99726, "recall-0.5": 0.99863, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.7712, "recall-0.05": 0.94265, "recall-0.1": 0.98399, "recall-0.15": 0.99563, "recall-0.25": 0.99879, "recall-0.5": 0.99889 } } { "total_parts": 20444, "correct_parts": 20406, "pcp": 0.998141 } ``` ### IkeaAsm ```json { "img_loading": 0.0331992, "demosaicing": 0.000665234, "avg_time_2d": 0.00859652, "avg_time_3d": 3.16495e-05, "fps": 107.603 } { "triangulator_calls": 479, "init_time": 2.97879e-06, "undistort_time": 4.96341e-06, "project_time": 4.24069e-07, "match_time": 9.75025e-07, "pairs_time": 3.82568e-07, "pair_scoring_time": 6.92359e-06, "grouping_time": 7.68313e-07, "full_time": 3.8346e-06, "merge_time": 1.76946e-06, "post_time": 4.55531e-06, "convert_time": 7.29624e-08, "total_time": 2.78812e-05 } { "person_nums": { "total_frames": 479, "total_labels": 479, "total_preds": 597, "considered_empty": 0, "valid_preds": 443, "invalid_preds": 154, "missing": 36, "invalid_fraction": 0.25796, "precision": 0.74204, "recall": 0.92484, "f1": 0.82342, "non_empty": 597 }, "mpjpe": { "count": 443, "mean": 0.071439, "median": 0.055593, "std": 0.047397, "sem": 0.002254, "min": 0.010572, "max": 0.355726, "recall-0.025": 0.075157, "recall-0.05": 0.4238, "recall-0.1": 0.716075, "recall-0.15": 0.860125, "recall-0.25": 0.91858, "recall-0.5": 0.924843, "num_labels": 479, "ap-0.025": 0.006362, "ap-0.05": 0.194586, "ap-0.1": 0.490691, "ap-0.15": 0.68696, "ap-0.25": 0.79156, "ap-0.5": 0.802689 }, "head": { "count": 421, "mean": 0.029891, "median": 0.025893, "std": 0.017693, "sem": 0.000863, "min": 0.001558, "max": 0.176477, "recall-0.025": 0.426991, "recall-0.05": 0.840708, "recall-0.1": 0.926991, "recall-0.15": 0.929204, "recall-0.25": 0.931416, "recall-0.5": 0.931416, "num_labels": 452 }, "shoulder_left": { "count": 420, "mean": 0.038988, "median": 0.034297, "std": 0.018358, "sem": 0.000897, "min": 0.006045, "max": 0.148262, "recall-0.025": 0.125551, "recall-0.05": 0.779736, "recall-0.1": 0.900881, "recall-0.15": 0.92511, "recall-0.25": 0.92511, "recall-0.5": 0.92511, "num_labels": 454 }, "shoulder_right": { "count": 433, "mean": 0.029308, "median": 0.028043, "std": 0.00958, "sem": 0.000461, "min": 0.012271, "max": 0.097244, "recall-0.025": 0.319058, "recall-0.05": 0.897216, "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": 409, "mean": 0.027931, "median": 0.019425, "std": 0.02633, "sem": 0.001304, "min": 0.001791, "max": 0.194543, "recall-0.025": 0.597254, "recall-0.05": 0.816934, "recall-0.1": 0.910755, "recall-0.15": 0.926773, "recall-0.25": 0.935927, "recall-0.5": 0.935927, "num_labels": 437 }, "elbow_right": { "count": 413, "mean": 0.023055, "median": 0.018245, "std": 0.018104, "sem": 0.000892, "min": 0.001957, "max": 0.195409, "recall-0.025": 0.662132, "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": 0.02754, "median": 0.020769, "std": 0.031606, "sem": 0.001569, "min": 0.001075, "max": 0.378992, "recall-0.025": 0.573394, "recall-0.05": 0.837156, "recall-0.1": 0.91055, "recall-0.15": 0.919725, "recall-0.25": 0.931193, "recall-0.5": 0.933486, "num_labels": 436 }, "wrist_right": { "count": 415, "mean": 0.023112, "median": 0.015927, "std": 0.027786, "sem": 0.001366, "min": 0.001069, "max": 0.318677, "recall-0.025": 0.697309, "recall-0.05": 0.872197, "recall-0.1": 0.910314, "recall-0.15": 0.919283, "recall-0.25": 0.928251, "recall-0.5": 0.930493, "num_labels": 446 }, "hip_left": { "count": 297, "mean": 0.097359, "median": 0.090944, "std": 0.033028, "sem": 0.00192, "min": 0.028402, "max": 0.291192, "recall-0.025": 0.0, "recall-0.05": 0.015924, "recall-0.1": 0.61465, "recall-0.15": 0.888535, "recall-0.25": 0.93949, "recall-0.5": 0.94586, "num_labels": 314 }, "hip_right": { "count": 242, "mean": 0.087756, "median": 0.082133, "std": 0.03298, "sem": 0.002124, "min": 0.021341, "max": 0.295087, "recall-0.025": 0.007692, "recall-0.05": 0.053846, "recall-0.1": 0.730769, "recall-0.15": 0.884615, "recall-0.25": 0.926923, "recall-0.5": 0.930769, "num_labels": 260 }, "knee_left": { "count": 251, "mean": 0.122524, "median": 0.090424, "std": 0.100851, "sem": 0.006378, "min": 0.008922, "max": 0.49552, "recall-0.025": 0.039855, "recall-0.05": 0.184783, "recall-0.1": 0.507246, "recall-0.15": 0.684783, "recall-0.25": 0.804348, "recall-0.5": 0.90942, "num_labels": 276 }, "knee_right": { "count": 192, "mean": 0.109016, "median": 0.081017, "std": 0.095955, "sem": 0.006943, "min": 0.011151, "max": 0.484042, "recall-0.025": 0.032558, "recall-0.05": 0.227907, "recall-0.1": 0.576744, "recall-0.15": 0.75814, "recall-0.25": 0.804651, "recall-0.5": 0.893023, "num_labels": 215 }, "ankle_left": { "count": 69, "mean": 0.334588, "median": 0.365143, "std": 0.120143, "sem": 0.014569, "min": 0.02336, "max": 0.495692, "recall-0.025": 0.007576, "recall-0.05": 0.015152, "recall-0.1": 0.030303, "recall-0.15": 0.060606, "recall-0.25": 0.106061, "recall-0.5": 0.522727, "num_labels": 132 }, "ankle_right": { "count": 64, "mean": 0.346003, "median": 0.38619, "std": 0.125211, "sem": 0.015775, "min": 0.024771, "max": 0.497919, "recall-0.025": 0.007874, "recall-0.05": 0.015748, "recall-0.1": 0.055118, "recall-0.15": 0.070866, "recall-0.25": 0.094488, "recall-0.5": 0.503937, "num_labels": 127 }, "joint_recalls": { "num_labels": 4457, "recall-0.025": 0.34261, "recall-0.05": 0.6206, "recall-0.1": 0.79022, "recall-0.15": 0.84631, "recall-0.25": 0.86762, "recall-0.5": 0.90307 } } { "total_parts": 4313, "correct_parts": 3809, "pcp": 0.883144 } ``` ### CHI3D ```json { "img_loading": 0.0169703, "demosaicing": 0.000515061, "avg_time_2d": 0.00981255, "avg_time_3d": 6.18559e-05, "fps": 96.2513 } { "triangulator_calls": 390, "init_time": 3.34877e-06, "undistort_time": 7.50805e-06, "project_time": 1.48464e-06, "match_time": 3.529e-06, "pairs_time": 7.43731e-07, "pair_scoring_time": 1.19455e-05, "grouping_time": 2.20653e-06, "full_time": 1.4654e-05, "merge_time": 5.79215e-06, "post_time": 5.2202e-06, "convert_time": 9.65744e-08, "total_time": 5.67689e-05 } { "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": 0.060536, "median": 0.057443, "std": 0.014371, "sem": 0.000516, "min": 0.043669, "max": 0.26398, "recall-0.025": 0.0, "recall-0.05": 0.041026, "recall-0.1": 0.984615, "recall-0.15": 0.989744, "recall-0.25": 0.994872, "recall-0.5": 0.996154, "num_labels": 780, "ap-0.025": 0.0, "ap-0.05": 0.002358, "ap-0.1": 0.984223, "ap-0.15": 0.989463, "ap-0.25": 0.994845, "ap-0.5": 0.996154 }, "head": { "count": 777, "mean": 0.03923, "median": 0.028368, "std": 0.04507, "sem": 0.001618, "min": 0.002045, "max": 0.357624, "recall-0.025": 0.421795, "recall-0.05": 0.839744, "recall-0.1": 0.951282, "recall-0.15": 0.960256, "recall-0.25": 0.976923, "recall-0.5": 0.996154, "num_labels": 780 }, "shoulder_left": { "count": 777, "mean": 0.062532, "median": 0.064795, "std": 0.021911, "sem": 0.000787, "min": 0.009091, "max": 0.162654, "recall-0.025": 0.017949, "recall-0.05": 0.316667, "recall-0.1": 0.958974, "recall-0.15": 0.992308, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "shoulder_right": { "count": 777, "mean": 0.066991, "median": 0.065245, "std": 0.021106, "sem": 0.000758, "min": 0.014587, "max": 0.322867, "recall-0.025": 0.008974, "recall-0.05": 0.176923, "recall-0.1": 0.946154, "recall-0.15": 0.992308, "recall-0.25": 0.994872, "recall-0.5": 0.996154, "num_labels": 780 }, "elbow_left": { "count": 776, "mean": 0.056701, "median": 0.047986, "std": 0.035003, "sem": 0.001257, "min": 0.016862, "max": 0.425933, "recall-0.025": 0.015385, "recall-0.05": 0.544872, "recall-0.1": 0.942308, "recall-0.15": 0.973077, "recall-0.25": 0.987179, "recall-0.5": 0.994872, "num_labels": 780 }, "elbow_right": { "count": 777, "mean": 0.063884, "median": 0.061811, "std": 0.022341, "sem": 0.000802, "min": 0.024328, "max": 0.229178, "recall-0.025": 0.001282, "recall-0.05": 0.253846, "recall-0.1": 0.937179, "recall-0.15": 0.982051, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "wrist_left": { "count": 773, "mean": 0.049284, "median": 0.044614, "std": 0.034732, "sem": 0.00125, "min": 0.006308, "max": 0.444649, "recall-0.025": 0.132051, "recall-0.05": 0.639744, "recall-0.1": 0.944872, "recall-0.15": 0.978205, "recall-0.25": 0.985897, "recall-0.5": 0.991026, "num_labels": 780 }, "wrist_right": { "count": 771, "mean": 0.066866, "median": 0.065082, "std": 0.035568, "sem": 0.001282, "min": 0.01684, "max": 0.320426, "recall-0.025": 0.017949, "recall-0.05": 0.315385, "recall-0.1": 0.912821, "recall-0.15": 0.953846, "recall-0.25": 0.985897, "recall-0.5": 0.988462, "num_labels": 780 }, "hip_left": { "count": 777, "mean": 0.082351, "median": 0.082373, "std": 0.020106, "sem": 0.000722, "min": 0.033221, "max": 0.142049, "recall-0.025": 0.0, "recall-0.05": 0.046154, "recall-0.1": 0.807692, "recall-0.15": 0.996154, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "hip_right": { "count": 777, "mean": 0.105455, "median": 0.103328, "std": 0.018351, "sem": 0.000659, "min": 0.063302, "max": 0.172157, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.426923, "recall-0.15": 0.982051, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "knee_left": { "count": 777, "mean": 0.047564, "median": 0.046007, "std": 0.019294, "sem": 0.000693, "min": 0.009691, "max": 0.199379, "recall-0.025": 0.060256, "recall-0.05": 0.634615, "recall-0.1": 0.95641, "recall-0.15": 0.992308, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "knee_right": { "count": 777, "mean": 0.051655, "median": 0.049224, "std": 0.018512, "sem": 0.000665, "min": 0.013483, "max": 0.129734, "recall-0.025": 0.038462, "recall-0.05": 0.521795, "recall-0.1": 0.976923, "recall-0.15": 0.996154, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "ankle_left": { "count": 777, "mean": 0.049656, "median": 0.046333, "std": 0.015782, "sem": 0.000567, "min": 0.014965, "max": 0.208071, "recall-0.025": 0.007692, "recall-0.05": 0.634615, "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": 0.034325, "median": 0.030186, "std": 0.016032, "sem": 0.000576, "min": 0.007554, "max": 0.173272, "recall-0.025": 0.305128, "recall-0.05": 0.869231, "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": 0.0784, "recall-0.05": 0.44527, "recall-0.1": 0.90197, "recall-0.15": 0.98314, "recall-0.25": 0.99191, "recall-0.5": 0.99507 } } { "total_parts": 10920, "correct_parts": 10718, "pcp": 0.981502 } ``` ### Tsinghua ```json { "img_loading": 0.107502, "demosaicing": 0.00283729, "avg_time_2d": 0.0181046, "avg_time_3d": 0.000172954, "fps": 47.3601 } { "triangulator_calls": 210, "init_time": 3.17945e-06, "undistort_time": 1.63248e-05, "project_time": 2.83689e-06, "match_time": 1.00995e-05, "pairs_time": 5.91732e-06, "pair_scoring_time": 4.17872e-05, "grouping_time": 8.15357e-06, "full_time": 4.9209e-05, "merge_time": 1.87054e-05, "post_time": 7.03514e-06, "convert_time": 1.33229e-07, "total_time": 0.00016362 } { "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": 0.053264, "median": 0.049206, "std": 0.017551, "sem": 0.0007, "min": 0.030486, "max": 0.139071, "recall-0.025": 0.0, "recall-0.05": 0.526984, "recall-0.1": 0.955556, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630, "ap-0.025": 0.0, "ap-0.05": 0.311092, "ap-0.1": 0.928198, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 598, "mean": 0.039975, "median": 0.037984, "std": 0.012912, "sem": 0.000528, "min": 0.012896, "max": 0.116056, "recall-0.025": 0.09699, "recall-0.05": 0.792642, "recall-0.1": 0.998328, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 598 }, "shoulder_left": { "count": 630, "mean": 0.059288, "median": 0.056736, "std": 0.018282, "sem": 0.000729, "min": 0.019823, "max": 0.144114, "recall-0.025": 0.012698, "recall-0.05": 0.322222, "recall-0.1": 0.980952, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "shoulder_right": { "count": 630, "mean": 0.061464, "median": 0.060303, "std": 0.019566, "sem": 0.00078, "min": 0.016616, "max": 0.129988, "recall-0.025": 0.004762, "recall-0.05": 0.326984, "recall-0.1": 0.953968, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_left": { "count": 630, "mean": 0.050374, "median": 0.047939, "std": 0.02017, "sem": 0.000804, "min": 0.005532, "max": 0.149499, "recall-0.025": 0.066667, "recall-0.05": 0.555556, "recall-0.1": 0.980952, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_right": { "count": 629, "mean": 0.052235, "median": 0.047694, "std": 0.028777, "sem": 0.001148, "min": 0.005348, "max": 0.201518, "recall-0.025": 0.112878, "recall-0.05": 0.570747, "recall-0.1": 0.934817, "recall-0.15": 0.982512, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "wrist_left": { "count": 630, "mean": 0.047149, "median": 0.041593, "std": 0.026116, "sem": 0.001041, "min": 0.003699, "max": 0.219096, "recall-0.025": 0.150794, "recall-0.05": 0.657143, "recall-0.1": 0.957143, "recall-0.15": 0.992063, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "wrist_right": { "count": 625, "mean": 0.052725, "median": 0.04803, "std": 0.025831, "sem": 0.001034, "min": 0.003803, "max": 0.223356, "recall-0.025": 0.0752, "recall-0.05": 0.5344, "recall-0.1": 0.9552, "recall-0.15": 0.9936, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 625 }, "hip_left": { "count": 630, "mean": 0.051742, "median": 0.048997, "std": 0.020868, "sem": 0.000832, "min": 0.003514, "max": 0.145202, "recall-0.025": 0.071429, "recall-0.05": 0.522222, "recall-0.1": 0.969841, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "hip_right": { "count": 629, "mean": 0.052231, "median": 0.049906, "std": 0.023457, "sem": 0.000936, "min": 0.006901, "max": 0.129598, "recall-0.025": 0.119237, "recall-0.05": 0.503975, "recall-0.1": 0.952305, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "knee_left": { "count": 628, "mean": 0.047512, "median": 0.036051, "std": 0.045449, "sem": 0.001815, "min": 0.007924, "max": 0.367366, "recall-0.025": 0.229299, "recall-0.05": 0.707006, "recall-0.1": 0.941083, "recall-0.15": 0.964968, "recall-0.25": 0.984076, "recall-0.5": 1.0, "num_labels": 628 }, "knee_right": { "count": 629, "mean": 0.054935, "median": 0.037564, "std": 0.071625, "sem": 0.002858, "min": 0.003958, "max": 0.495684, "recall-0.025": 0.211447, "recall-0.05": 0.72337, "recall-0.1": 0.937997, "recall-0.15": 0.952305, "recall-0.25": 0.957075, "recall-0.5": 1.0, "num_labels": 629 }, "ankle_left": { "count": 619, "mean": 0.057506, "median": 0.04289, "std": 0.070306, "sem": 0.002828, "min": 0.007568, "max": 0.487523, "recall-0.025": 0.084006, "recall-0.05": 0.680129, "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": 0.047183, "median": 0.041684, "std": 0.044559, "sem": 0.001818, "min": 0.005996, "max": 0.453644, "recall-0.025": 0.170418, "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": 0.10764, "recall-0.05": 0.58187, "recall-0.1": 0.95707, "recall-0.15": 0.98376, "recall-0.25": 0.98917, "recall-0.5": 0.99754 } } { "total_parts": 8725, "correct_parts": 8596, "pcp": 0.985215 } ``` ### H3WB ##### default joints ```json { "img_loading": 0.0237961, "demosaicing": 0.000614795, "avg_time_2d": 0.00829619, "avg_time_3d": 3.31439e-05, "fps": 111.805 } { "triangulator_calls": 200, "init_time": 2.38789e-06, "undistort_time": 3.87026e-06, "project_time": 1.6185e-08, "match_time": 1.6255e-08, "pairs_time": 1.95465e-07, "pair_scoring_time": 5.95505e-06, "grouping_time": 9.36885e-07, "full_time": 7.57055e-06, "merge_time": 3.17569e-06, "post_time": 4.01471e-06, "convert_time": 5.971e-08, "total_time": 2.84365e-05 } { "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": 0.023425, "median": 0.021578, "std": 0.010126, "sem": 0.000718, "min": 0.011623, "max": 0.093708, "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": 0.589809, "ap-0.05": 0.984181, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.038895, "median": 0.030352, "std": 0.030467, "sem": 0.00216, "min": 0.004392, "max": 0.237499, "recall-0.025": 0.41, "recall-0.05": 0.765, "recall-0.1": 0.96, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.018108, "median": 0.015435, "std": 0.011095, "sem": 0.000787, "min": 0.00323, "max": 0.070588, "recall-0.025": 0.82, "recall-0.05": 0.98, "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": 0.022008, "median": 0.019454, "std": 0.012077, "sem": 0.000856, "min": 0.004411, "max": 0.078211, "recall-0.025": 0.65, "recall-0.05": 0.965, "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": 0.0159, "median": 0.012776, "std": 0.012186, "sem": 0.000864, "min": 0.00209, "max": 0.087905, "recall-0.025": 0.85, "recall-0.05": 0.98, "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": 0.021065, "median": 0.01403, "std": 0.020542, "sem": 0.001456, "min": 0.001823, "max": 0.121785, "recall-0.025": 0.74, "recall-0.05": 0.93, "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": 0.025765, "median": 0.018359, "std": 0.030487, "sem": 0.002161, "min": 0.002177, "max": 0.285894, "recall-0.025": 0.67, "recall-0.05": 0.9, "recall-0.1": 0.985, "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, "mean": 0.029113, "median": 0.021614, "std": 0.023181, "sem": 0.001643, "min": 0.001235, "max": 0.11765, "recall-0.025": 0.54, "recall-0.05": 0.85, "recall-0.1": 0.98, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.030934, "median": 0.028988, "std": 0.016146, "sem": 0.001145, "min": 0.003583, "max": 0.101141, "recall-0.025": 0.42, "recall-0.05": 0.9, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_right": { "count": 200, "mean": 0.030239, "median": 0.027913, "std": 0.014084, "sem": 0.000998, "min": 0.002849, "max": 0.079303, "recall-0.025": 0.415, "recall-0.05": 0.905, "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": 0.02016, "median": 0.014306, "std": 0.027052, "sem": 0.001918, "min": 0.002161, "max": 0.324628, "recall-0.025": 0.78, "recall-0.05": 0.965, "recall-0.1": 0.985, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { "count": 200, "mean": 0.018237, "median": 0.013708, "std": 0.031105, "sem": 0.002205, "min": 0.001313, "max": 0.425741, "recall-0.025": 0.855, "recall-0.05": 0.965, "recall-0.1": 0.995, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, "mean": 0.015519, "median": 0.010472, "std": 0.025892, "sem": 0.001835, "min": 0.002508, "max": 0.327614, "recall-0.025": 0.9, "recall-0.05": 0.97, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { "count": 199, "mean": 0.016143, "median": 0.01016, "std": 0.028275, "sem": 0.002009, "min": 0.000578, "max": 0.34853, "recall-0.025": 0.875, "recall-0.05": 0.96, "recall-0.1": 0.98, "recall-0.15": 0.99, "recall-0.25": 0.99, "recall-0.5": 0.995, "num_labels": 200 }, "joint_recalls": { "num_labels": 2600, "recall-0.025": 0.68654, "recall-0.05": 0.92577, "recall-0.1": 0.98923, "recall-0.15": 0.99692, "recall-0.25": 0.99769, "recall-0.5": 0.99962 } } { "total_parts": 2800, "correct_parts": 2794, "pcp": 0.997857 } ``` ##### whole-body ```json { "img_loading": 0.0241492, "demosaicing": 0.00057554, "avg_time_2d": 0.0115831, "avg_time_3d": 0.000118674, "fps": 81.4512 } { "triangulator_calls": 200, "init_time": 2.77747e-06, "undistort_time": 2.5475e-05, "project_time": 1.637e-08, "match_time": 1.6225e-08, "pairs_time": 2.03795e-07, "pair_scoring_time": 6.2579e-06, "grouping_time": 1.07397e-06, "full_time": 4.49342e-05, "merge_time": 1.65571e-05, "post_time": 1.6264e-05, "convert_time": 3.41155e-07, "total_time": 0.000114155 } { "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": 0.045839, "median": 0.041044, "std": 0.018224, "sem": 0.001292, "min": 0.018554, "max": 0.177081, "recall-0.025": 0.03, "recall-0.05": 0.695, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, "ap-0.025": 0.012146, "ap-0.05": 0.597844, "ap-0.1": 0.989062, "ap-0.15": 0.99495, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.045755, "median": 0.035801, "std": 0.035473, "sem": 0.002515, "min": 0.002662, "max": 0.210824, "recall-0.025": 0.365, "recall-0.05": 0.68, "recall-0.1": 0.92, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "eye_left": { "count": 200, "mean": 0.038293, "median": 0.032261, "std": 0.027538, "sem": 0.001952, "min": 0.002148, "max": 0.239931, "recall-0.025": 0.33, "recall-0.05": 0.79, "recall-0.1": 0.975, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "eye_right": { "count": 200, "mean": 0.045095, "median": 0.037406, "std": 0.030598, "sem": 0.002169, "min": 0.000655, "max": 0.179849, "recall-0.025": 0.315, "recall-0.05": 0.65, "recall-0.1": 0.95, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_left": { "count": 200, "mean": 0.029727, "median": 0.023129, "std": 0.025502, "sem": 0.001808, "min": 0.002975, "max": 0.249719, "recall-0.025": 0.565, "recall-0.05": 0.89, "recall-0.1": 0.975, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_right": { "count": 200, "mean": 0.039717, "median": 0.036127, "std": 0.024085, "sem": 0.001707, "min": 0.005628, "max": 0.139574, "recall-0.025": 0.335, "recall-0.05": 0.71, "recall-0.1": 0.98, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.021606, "median": 0.017082, "std": 0.015722, "sem": 0.001114, "min": 0.001833, "max": 0.12341, "recall-0.025": 0.7, "recall-0.05": 0.965, "recall-0.1": 0.99, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_right": { "count": 200, "mean": 0.025795, "median": 0.022461, "std": 0.01491, "sem": 0.001057, "min": 0.002438, "max": 0.085994, "recall-0.025": 0.545, "recall-0.05": 0.93, "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": 0.020566, "median": 0.016808, "std": 0.020055, "sem": 0.001422, "min": 0.000675, "max": 0.192985, "recall-0.025": 0.76, "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": 0.025114, "median": 0.016142, "std": 0.026378, "sem": 0.00187, "min": 0.001489, "max": 0.261819, "recall-0.025": 0.66, "recall-0.05": 0.89, "recall-0.1": 0.98, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_left": { "count": 199, "mean": 0.026292, "median": 0.017381, "std": 0.032203, "sem": 0.002289, "min": 0.002734, "max": 0.339517, "recall-0.025": 0.67, "recall-0.05": 0.905, "recall-0.1": 0.97, "recall-0.15": 0.985, "recall-0.25": 0.99, "recall-0.5": 0.995, "num_labels": 200 }, "wrist_right": { "count": 200, "mean": 0.034782, "median": 0.022866, "std": 0.046177, "sem": 0.003273, "min": 0.004288, "max": 0.44586, "recall-0.025": 0.555, "recall-0.05": 0.835, "recall-0.1": 0.95, "recall-0.15": 0.98, "recall-0.25": 0.985, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.03126, "median": 0.025798, "std": 0.021396, "sem": 0.001517, "min": 0.004306, "max": 0.178362, "recall-0.025": 0.48, "recall-0.05": 0.885, "recall-0.1": 0.985, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_right": { "count": 200, "mean": 0.032057, "median": 0.027601, "std": 0.021452, "sem": 0.001521, "min": 0.002544, "max": 0.162988, "recall-0.025": 0.445, "recall-0.05": 0.865, "recall-0.1": 0.975, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_left": { "count": 200, "mean": 0.019516, "median": 0.015506, "std": 0.020298, "sem": 0.001439, "min": 0.000968, "max": 0.18749, "recall-0.025": 0.795, "recall-0.05": 0.97, "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": 0.022347, "median": 0.014067, "std": 0.035612, "sem": 0.002524, "min": 0.002061, "max": 0.302481, "recall-0.025": 0.8, "recall-0.05": 0.95, "recall-0.1": 0.97, "recall-0.15": 0.98, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, "mean": 0.016273, "median": 0.011893, "std": 0.018517, "sem": 0.001313, "min": 0.000913, "max": 0.139885, "recall-0.025": 0.88, "recall-0.05": 0.97, "recall-0.1": 0.985, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { "count": 200, "mean": 0.016432, "median": 0.012419, "std": 0.019382, "sem": 0.001374, "min": 0.001168, "max": 0.170079, "recall-0.025": 0.88, "recall-0.05": 0.975, "recall-0.1": 0.985, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_big_left": { "count": 200, "mean": 0.026705, "median": 0.018828, "std": 0.029572, "sem": 0.002096, "min": 0.001798, "max": 0.241982, "recall-0.025": 0.64, "recall-0.05": 0.915, "recall-0.1": 0.975, "recall-0.15": 0.98, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_small_left": { "count": 199, "mean": 0.022671, "median": 0.016592, "std": 0.025675, "sem": 0.001825, "min": 0.001595, "max": 0.188144, "recall-0.025": 0.75, "recall-0.05": 0.935, "recall-0.1": 0.965, "recall-0.15": 0.975, "recall-0.25": 0.995, "recall-0.5": 0.995, "num_labels": 200 }, "foot_heel_left": { "count": 200, "mean": 0.024226, "median": 0.017654, "std": 0.031308, 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"median": 0.026748, "std": 0.077189, "sem": 0.005514, "min": 0.002348, "max": 0.470715, "recall-0.025": 0.47, "recall-0.05": 0.71, "recall-0.1": 0.835, "recall-0.15": 0.885, "recall-0.25": 0.935, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_middle_right_3": { "count": 199, "mean": 0.059404, "median": 0.026192, "std": 0.082408, "sem": 0.005856, "min": 0.001766, "max": 0.406631, "recall-0.025": 0.475, "recall-0.05": 0.73, "recall-0.1": 0.835, "recall-0.15": 0.88, "recall-0.25": 0.935, "recall-0.5": 0.995, "num_labels": 200 }, "hand_finger_middle_right_4": { "count": 199, "mean": 0.044753, "median": 0.026196, "std": 0.055637, "sem": 0.003954, "min": 0.003812, "max": 0.388333, "recall-0.025": 0.465, "recall-0.05": 0.785, "recall-0.1": 0.91, "recall-0.15": 0.93, "recall-0.25": 0.985, "recall-0.5": 0.995, "num_labels": 200 }, "hand_finger_ring_right_1": { "count": 198, "mean": 0.0602, "median": 0.027922, "std": 0.07922, "sem": 0.005644, "min": 0.002027, "max": 0.489313, "recall-0.025": 0.47, "recall-0.05": 0.67, "recall-0.1": 0.83, "recall-0.15": 0.875, "recall-0.25": 0.95, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_ring_right_2": { "count": 198, "mean": 0.064196, "median": 0.032322, "std": 0.081754, "sem": 0.005825, "min": 0.002419, "max": 0.462237, "recall-0.025": 0.405, "recall-0.05": 0.605, "recall-0.1": 0.81, "recall-0.15": 0.865, "recall-0.25": 0.94, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_ring_right_3": { "count": 198, "mean": 0.066785, "median": 0.031502, "std": 0.080575, "sem": 0.005741, "min": 0.002985, "max": 0.43229, "recall-0.025": 0.4, "recall-0.05": 0.645, "recall-0.1": 0.78, "recall-0.15": 0.855, "recall-0.25": 0.945, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_ring_right_4": { "count": 200, "mean": 0.048682, "median": 0.027619, "std": 0.064439, "sem": 0.004568, "min": 0.002666, "max": 0.469564, "recall-0.025": 0.455, "recall-0.05": 0.75, "recall-0.1": 0.895, "recall-0.15": 0.93, "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_pinky_right_1": { "count": 197, "mean": 0.050716, "median": 0.029067, "std": 0.063802, "sem": 0.004557, "min": 0.002101, "max": 0.448416, "recall-0.025": 0.455, "recall-0.05": 0.69, "recall-0.1": 0.87, "recall-0.15": 0.92, "recall-0.25": 0.965, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_pinky_right_2": { "count": 198, "mean": 0.056608, "median": 0.030411, "std": 0.067588, "sem": 0.004815, "min": 0.003009, "max": 0.430334, "recall-0.025": 0.39, "recall-0.05": 0.66, "recall-0.1": 0.84, "recall-0.15": 0.895, "recall-0.25": 0.96, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_pinky_right_3": { "count": 198, "mean": 0.049518, "median": 0.030206, "std": 0.054275, "sem": 0.003867, "min": 0.002583, "max": 0.377181, "recall-0.025": 0.4, "recall-0.05": 0.685, "recall-0.1": 0.86, "recall-0.15": 0.93, "recall-0.25": 0.98, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_pinky_right_4": { "count": 200, "mean": 0.045101, "median": 0.027685, "std": 0.056557, "sem": 0.004009, "min": 0.001928, "max": 0.490932, "recall-0.025": 0.46, "recall-0.05": 0.75, "recall-0.1": 0.905, "recall-0.15": 0.96, "recall-0.25": 0.985, "recall-0.5": 1.0, "num_labels": 200 }, "hip_middle": { "count": 200, "mean": 0.028475, "median": 0.024507, "std": 0.018169, "sem": 0.001288, "min": 0.003191, "max": 0.171228, "recall-0.025": 0.515, "recall-0.05": 0.925, "recall-0.1": 0.995, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_middle": { "count": 200, "mean": 0.019788, "median": 0.017156, "std": 0.010503, "sem": 0.000745, "min": 0.002025, "max": 0.052918, "recall-0.025": 0.725, "recall-0.05": 0.99, "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": 0.029843, "median": 0.027186, "std": 0.018097, "sem": 0.001283, "min": 0.004274, "max": 0.148442, "recall-0.025": 0.455, "recall-0.05": 0.89, "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": 5198, "mean": 0.027776, "median": 0.021759, "std": 0.024922, "sem": 0.001767, "min": 0.002272, "max": 0.204089, "num_labels": 5200 }, "face": { "count": 13594, "mean": 0.049659, "median": 0.038901, "std": 0.039063, "sem": 0.00277, "min": 0.003193, "max": 0.29403, "num_labels": 13600 }, "hand": { "count": 8354, "mean": 0.046081, "median": 0.026044, "std": 0.057092, "sem": 0.004059, "min": 0.002632, "max": 0.378338, "num_labels": 8400 } }, "joint_recalls": { "num_labels": 27200, "recall-0.025": 0.41246, "recall-0.05": 0.72449, "recall-0.1": 0.91199, "recall-0.15": 0.96368, "recall-0.25": 0.98846, "recall-0.5": 0.99801 } } { "total_parts": 2800, "correct_parts": 2791, "pcp": 0.996786 } ``` ### EgoHumans ##### tagging ```json { "img_loading": 0.310209, "demosaicing": 0.0110243, "avg_time_2d": 0.0272337, "avg_time_3d": 0.000296995, "fps": 25.937 } { "triangulator_calls": 100, "init_time": 4.00208e-06, "undistort_time": 2.43765e-05, "project_time": 6.34821e-06, "match_time": 2.05875e-05, "pairs_time": 2.29192e-05, "pair_scoring_time": 7.09368e-05, "grouping_time": 1.40305e-05, "full_time": 7.96369e-05, "merge_time": 3.34965e-05, "post_time": 9.34518e-06, "convert_time": 2.4168e-07, "total_time": 0.000286161 } { "person_nums": { "total_frames": 100, "total_labels": 400, "total_preds": 440, "considered_empty": 0, "valid_preds": 386, "invalid_preds": 54, "missing": 14, "invalid_fraction": 0.12273, "precision": 0.87727, "recall": 0.965, "f1": 0.91905, "non_empty": 440 }, "mpjpe": { "count": 386, "mean": 0.045099, "median": 0.032078, "std": 0.040778, "sem": 0.002078, "min": 0.014227, "max": 0.49573, "recall-0.025": 0.2, "recall-0.05": 0.76, "recall-0.1": 0.9, "recall-0.15": 0.9325, "recall-0.25": 0.9625, "recall-0.5": 0.965, "num_labels": 400, "ap-0.025": 0.04867, "ap-0.05": 0.680659, "ap-0.1": 0.880726, "ap-0.15": 0.918552, "ap-0.25": 0.949462, "ap-0.5": 0.952193 }, "head": { "count": 386, "mean": 0.045726, "median": 0.038747, "std": 0.041773, "sem": 0.002129, "min": 0.004769, "max": 0.495497, "recall-0.025": 0.215, "recall-0.05": 0.7, "recall-0.1": 0.925, "recall-0.15": 0.9475, "recall-0.25": 0.955, "recall-0.5": 0.965, "num_labels": 400 }, "shoulder_left": { "count": 385, "mean": 0.036888, "median": 0.03153, "std": 0.028768, "sem": 0.001468, "min": 0.004969, "max": 0.370043, "recall-0.025": 0.3425, "recall-0.05": 0.78, "recall-0.1": 0.94, "recall-0.15": 0.955, "recall-0.25": 0.96, "recall-0.5": 0.9625, "num_labels": 400 }, "shoulder_right": { "count": 385, "mean": 0.038253, "median": 0.031791, "std": 0.030679, "sem": 0.001566, "min": 0.003899, "max": 0.416756, "recall-0.025": 0.2925, "recall-0.05": 0.8, "recall-0.1": 0.93, "recall-0.15": 0.955, "recall-0.25": 0.96, "recall-0.5": 0.9625, "num_labels": 400 }, "elbow_left": { "count": 385, "mean": 0.028929, "median": 0.024894, "std": 0.024205, "sem": 0.001235, "min": 0.003988, "max": 0.295528, "recall-0.025": 0.485, "recall-0.05": 0.8875, "recall-0.1": 0.9475, "recall-0.15": 0.95, "recall-0.25": 0.96, "recall-0.5": 0.9625, "num_labels": 400 }, "elbow_right": { "count": 385, "mean": 0.03738, "median": 0.028979, "std": 0.032702, "sem": 0.001669, "min": 0.005122, "max": 0.365092, "recall-0.025": 0.3675, "recall-0.05": 0.8, "recall-0.1": 0.925, "recall-0.15": 0.945, "recall-0.25": 0.96, "recall-0.5": 0.9625, "num_labels": 400 }, "wrist_left": { "count": 386, "mean": 0.036971, "median": 0.026926, "std": 0.042403, "sem": 0.002161, "min": 0.001651, "max": 0.459529, "recall-0.025": 0.4275, "recall-0.05": 0.8125, "recall-0.1": 0.9225, "recall-0.15": 0.945, "recall-0.25": 0.9525, "recall-0.5": 0.965, "num_labels": 400 }, "wrist_right": { "count": 383, "mean": 0.04009, "median": 0.026257, "std": 0.042137, "sem": 0.002156, "min": 0.001451, "max": 0.269131, "recall-0.025": 0.4525, "recall-0.05": 0.7375, "recall-0.1": 0.8975, "recall-0.15": 0.925, "recall-0.25": 0.95, "recall-0.5": 0.9575, "num_labels": 400 }, "hip_left": { "count": 385, "mean": 0.047588, "median": 0.040146, "std": 0.031679, "sem": 0.001617, "min": 0.004897, "max": 0.255357, "recall-0.025": 0.2375, "recall-0.05": 0.6125, "recall-0.1": 0.905, "recall-0.15": 0.95, "recall-0.25": 0.96, "recall-0.5": 0.9625, "num_labels": 400 }, "hip_right": { "count": 386, "mean": 0.051153, "median": 0.03889, "std": 0.040037, "sem": 0.00204, "min": 0.001325, "max": 0.238013, "recall-0.025": 0.22, "recall-0.05": 0.6075, "recall-0.1": 0.855, "recall-0.15": 0.9275, "recall-0.25": 0.965, "recall-0.5": 0.965, "num_labels": 400 }, "knee_left": { "count": 384, "mean": 0.035642, "median": 0.024978, "std": 0.046584, "sem": 0.00238, "min": 0.00327, "max": 0.365998, "recall-0.025": 0.4825, "recall-0.05": 0.8425, "recall-0.1": 0.92, "recall-0.15": 0.9325, "recall-0.25": 0.9375, "recall-0.5": 0.96, "num_labels": 400 }, "knee_right": { "count": 381, "mean": 0.041849, "median": 0.025249, "std": 0.072437, "sem": 0.003716, "min": 0.00254, "max": 0.485743, "recall-0.025": 0.47, "recall-0.05": 0.8225, "recall-0.1": 0.905, "recall-0.15": 0.915, "recall-0.25": 0.92, "recall-0.5": 0.9525, "num_labels": 400 }, "ankle_left": { "count": 381, "mean": 0.035229, "median": 0.025574, "std": 0.046306, "sem": 0.002375, "min": 0.002257, "max": 0.458632, "recall-0.025": 0.46, "recall-0.05": 0.81, "recall-0.1": 0.9175, "recall-0.15": 0.9375, "recall-0.25": 0.94, "recall-0.5": 0.9525, "num_labels": 400 }, "ankle_right": { "count": 366, "mean": 0.046296, "median": 0.028993, "std": 0.054021, "sem": 0.002828, "min": 0.002596, "max": 0.434415, "recall-0.025": 0.4025, "recall-0.05": 0.6625, "recall-0.1": 0.8325, "recall-0.15": 0.88, "recall-0.25": 0.9025, "recall-0.5": 0.915, "num_labels": 400 }, "joint_recalls": { "num_labels": 5200, "recall-0.025": 0.37346, "recall-0.05": 0.75962, "recall-0.1": 0.90942, "recall-0.15": 0.93577, "recall-0.25": 0.94788, "recall-0.5": 0.95731 } } { "total_parts": 5600, "correct_parts": 5277, "pcp": 0.942321 } ``` ##### legoassemble ```json { "img_loading": 0.278237, "demosaicing": 0.0110612, "avg_time_2d": 0.0240154, "avg_time_3d": 0.000242046, "fps": 28.3137 } { "triangulator_calls": 121, "init_time": 3.4108e-06, "undistort_time": 1.9004e-05, "project_time": 3.96777e-06, "match_time": 1.33092e-05, "pairs_time": 1.08128e-05, "pair_scoring_time": 6.1806e-05, "grouping_time": 1.16601e-05, "full_time": 7.14101e-05, "merge_time": 3.26368e-05, "post_time": 7.33497e-06, "convert_time": 1.39355e-07, "total_time": 0.00023573 } { "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": 0.025709, "median": 0.024834, "std": 0.007209, "sem": 0.000379, "min": 0.011746, "max": 0.051988, "recall-0.025": 0.515152, "recall-0.05": 0.997245, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363, "ap-0.025": 0.282931, "ap-0.05": 0.996426, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 363, "mean": 0.027303, "median": 0.023105, "std": 0.016677, "sem": 0.000877, "min": 0.001375, "max": 0.086144, "recall-0.025": 0.573003, "recall-0.05": 0.900826, "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": 0.027108, "median": 0.022, "std": 0.020752, "sem": 0.001091, "min": 0.002767, "max": 0.150529, "recall-0.025": 0.592287, "recall-0.05": 0.892562, "recall-0.1": 0.986226, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "shoulder_right": { "count": 363, "mean": 0.02312, "median": 0.020238, "std": 0.012706, "sem": 0.000668, "min": 0.002849, "max": 0.10193, "recall-0.025": 0.62259, "recall-0.05": 0.966942, "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": 0.022561, "median": 0.019468, "std": 0.015633, "sem": 0.000822, "min": 0.001582, "max": 0.207353, "recall-0.025": 0.68595, "recall-0.05": 0.961433, "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": 0.018544, "median": 0.016655, "std": 0.010242, "sem": 0.000538, "min": 0.002603, "max": 0.082689, "recall-0.025": 0.807163, "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": 0.023435, "median": 0.018811, "std": 0.018148, "sem": 0.000954, "min": 0.0023, "max": 0.200226, "recall-0.025": 0.688705, "recall-0.05": 0.933884, "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": 0.019636, "median": 0.017778, "std": 0.011098, "sem": 0.000583, "min": 0.003242, "max": 0.077536, "recall-0.025": 0.76584, "recall-0.05": 0.980716, "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": 0.031051, "median": 0.026439, "std": 0.016983, "sem": 0.000893, "min": 0.005104, "max": 0.117092, "recall-0.025": 0.446281, "recall-0.05": 0.853994, "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": 0.031582, "median": 0.028644, "std": 0.017376, "sem": 0.000913, "min": 0.003061, "max": 0.138503, "recall-0.025": 0.366391, "recall-0.05": 0.892562, "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": 0.028515, "median": 0.021075, "std": 0.023189, "sem": 0.001219, "min": 0.00224, "max": 0.123462, "recall-0.025": 0.61708, "recall-0.05": 0.853994, "recall-0.1": 0.972452, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_right": { "count": 363, "mean": 0.023905, "median": 0.020469, "std": 0.013552, "sem": 0.000712, "min": 0.00231, "max": 0.067798, "recall-0.025": 0.586777, "recall-0.05": 0.939394, "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": 0.028076, "median": 0.022154, "std": 0.022505, "sem": 0.001183, "min": 0.002848, "max": 0.178544, "recall-0.025": 0.575758, "recall-0.05": 0.900826, "recall-0.1": 0.980716, "recall-0.15": 0.99449, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "ankle_right": { "count": 363, "mean": 0.029383, "median": 0.022253, "std": 0.026946, "sem": 0.001416, "min": 0.003171, "max": 0.279154, "recall-0.025": 0.573003, "recall-0.05": 0.870523, "recall-0.1": 0.975207, "recall-0.15": 0.99449, "recall-0.25": 0.997245, "recall-0.5": 1.0, "num_labels": 363 }, "joint_recalls": { "num_labels": 4719, "recall-0.025": 0.60691, "recall-0.05": 0.91651, "recall-0.1": 0.99068, "recall-0.15": 0.99746, "recall-0.25": 0.99958, "recall-0.5": 1.0 } } { "total_parts": 5082, "correct_parts": 5081, "pcp": 0.999803 } ``` ##### fencing ```json { "img_loading": 0.303957, "demosaicing": 0.0124639, "avg_time_2d": 0.028774, "avg_time_3d": 0.000427253, "fps": 24.0009 } { "triangulator_calls": 166, "init_time": 4.4167e-06, "undistort_time": 2.639e-05, "project_time": 5.98478e-06, "match_time": 2.41609e-05, "pairs_time": 2.84968e-05, "pair_scoring_time": 0.000108731, "grouping_time": 2.2923e-05, "full_time": 0.000133892, "merge_time": 5.43871e-05, "post_time": 8.74764e-06, "convert_time": 1.87614e-07, "total_time": 0.000418557 } { "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": 0.024425, "median": 0.021271, "std": 0.008542, "sem": 0.00047, "min": 0.011864, "max": 0.05374, "recall-0.025": 0.635542, "recall-0.05": 0.98494, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332, "ap-0.025": 0.345599, "ap-0.05": 0.628717, "ap-0.1": 0.654377, "ap-0.15": 0.654377, "ap-0.25": 0.654377, "ap-0.5": 0.654377 }, "head": { "count": 332, "mean": 0.039882, "median": 0.039905, "std": 0.020357, "sem": 0.001119, "min": 0.00252, "max": 0.100623, "recall-0.025": 0.298193, "recall-0.05": 0.677711, "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": 0.023024, "median": 0.020257, "std": 0.01221, "sem": 0.000671, "min": 0.001095, "max": 0.078755, "recall-0.025": 0.707831, "recall-0.05": 0.954819, "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": 0.028515, "median": 0.02123, "std": 0.02201, "sem": 0.00121, "min": 0.002349, "max": 0.150413, "recall-0.025": 0.626506, "recall-0.05": 0.870482, "recall-0.1": 0.987952, "recall-0.15": 0.996988, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "elbow_left": { "count": 332, "mean": 0.019324, "median": 0.016468, "std": 0.010797, "sem": 0.000593, "min": 0.003763, "max": 0.074035, "recall-0.025": 0.771084, "recall-0.05": 0.978916, "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": 0.023678, "median": 0.019658, "std": 0.015704, "sem": 0.000863, "min": 0.002643, "max": 0.115356, "recall-0.025": 0.695783, "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": 0.019812, "median": 0.013198, "std": 0.01932, "sem": 0.001062, "min": 0.00177, "max": 0.131494, "recall-0.025": 0.759036, "recall-0.05": 0.927711, "recall-0.1": 0.987952, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "wrist_right": { "count": 332, "mean": 0.028082, "median": 0.020659, "std": 0.022301, "sem": 0.001226, "min": 0.003582, "max": 0.177319, "recall-0.025": 0.611446, "recall-0.05": 0.876506, "recall-0.1": 0.978916, "recall-0.15": 0.996988, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "hip_left": { "count": 332, "mean": 0.029313, "median": 0.024921, "std": 0.017145, "sem": 0.000942, "min": 0.002577, "max": 0.113372, "recall-0.025": 0.503012, "recall-0.05": 0.891566, "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": 0.029537, "median": 0.02664, "std": 0.015658, "sem": 0.000861, "min": 0.001439, "max": 0.105894, "recall-0.025": 0.442771, "recall-0.05": 0.918675, "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": 0.020974, "median": 0.015503, "std": 0.015422, "sem": 0.000848, "min": 0.000939, "max": 0.099795, "recall-0.025": 0.75, "recall-0.05": 0.930723, "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": 0.019021, "median": 0.013273, "std": 0.015966, "sem": 0.000878, "min": 0.001757, "max": 0.104421, "recall-0.025": 0.75, "recall-0.05": 0.954819, "recall-0.1": 0.993976, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "ankle_left": { "count": 332, "mean": 0.013638, "median": 0.010547, "std": 0.009849, "sem": 0.000541, "min": 0.001846, "max": 0.06429, "recall-0.025": 0.888554, "recall-0.05": 0.993976, "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": 0.022724, "median": 0.020629, "std": 0.013353, "sem": 0.000734, "min": 0.001949, "max": 0.107535, "recall-0.025": 0.783133, "recall-0.05": 0.954819, "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": 0.65871, "recall-0.05": 0.91057, "recall-0.1": 0.99444, "recall-0.15": 0.99954, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 4648, "correct_parts": 4648, "pcp": 1.0 } ``` ##### basketball ```json { "img_loading": 0.298966, "demosaicing": 0.0113474, "avg_time_2d": 0.0280345, "avg_time_3d": 0.000433696, "fps": 25.1158 } { "triangulator_calls": 110, "init_time": 3.95514e-06, "undistort_time": 2.53e-05, "project_time": 5.29397e-06, "match_time": 2.4653e-05, "pairs_time": 2.7177e-05, "pair_scoring_time": 0.000113083, "grouping_time": 3.83683e-05, "full_time": 0.000129254, "merge_time": 4.6897e-05, "post_time": 9.29975e-06, "convert_time": 1.91573e-07, "total_time": 0.000423714 } { "person_nums": { "total_frames": 110, "total_labels": 330, "total_preds": 449, "considered_empty": 0, "valid_preds": 330, "invalid_preds": 119, "missing": 0, "invalid_fraction": 0.26503, "precision": 0.73497, "recall": 1.0, "f1": 0.84724, "non_empty": 449 }, "mpjpe": { "count": 330, "mean": 0.041063, "median": 0.036866, "std": 0.015367, "sem": 0.000847, "min": 0.018212, "max": 0.103604, "recall-0.025": 0.10303, "recall-0.05": 0.760606, "recall-0.1": 0.99697, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330, "ap-0.025": 0.017154, "ap-0.05": 0.489974, "ap-0.1": 0.742996, "ap-0.15": 0.747355, "ap-0.25": 0.747355, "ap-0.5": 0.747355 }, "head": { "count": 330, "mean": 0.048055, "median": 0.042068, "std": 0.025825, "sem": 0.001424, "min": 0.005872, "max": 0.151981, "recall-0.025": 0.163636, "recall-0.05": 0.615152, "recall-0.1": 0.954545, "recall-0.15": 0.99697, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "shoulder_left": { "count": 330, "mean": 0.046432, "median": 0.042123, "std": 0.024892, "sem": 0.001372, "min": 0.004769, "max": 0.163066, "recall-0.025": 0.178788, "recall-0.05": 0.633333, "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": 0.041224, "median": 0.036008, "std": 0.023223, "sem": 0.00128, "min": 0.00437, "max": 0.136017, "recall-0.025": 0.242424, "recall-0.05": 0.760606, "recall-0.1": 0.969697, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "elbow_left": { "count": 330, "mean": 0.045598, "median": 0.039718, "std": 0.028504, "sem": 0.001571, "min": 0.005659, "max": 0.199871, "recall-0.025": 0.230303, "recall-0.05": 0.654545, "recall-0.1": 0.939394, "recall-0.15": 0.993939, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "elbow_right": { "count": 330, "mean": 0.042717, "median": 0.036098, "std": 0.028046, "sem": 0.001546, "min": 0.003197, "max": 0.235706, "recall-0.025": 0.254545, "recall-0.05": 0.69697, "recall-0.1": 0.957576, "recall-0.15": 0.990909, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "wrist_left": { "count": 330, "mean": 0.048578, "median": 0.040402, "std": 0.037102, "sem": 0.002045, "min": 0.004103, "max": 0.361979, "recall-0.025": 0.215152, "recall-0.05": 0.618182, "recall-0.1": 0.936364, "recall-0.15": 0.981818, "recall-0.25": 0.993939, "recall-0.5": 1.0, "num_labels": 330 }, "wrist_right": { "count": 330, "mean": 0.049619, "median": 0.04227, "std": 0.033048, "sem": 0.001822, "min": 0.007026, "max": 0.315362, "recall-0.025": 0.184848, "recall-0.05": 0.648485, "recall-0.1": 0.939394, "recall-0.15": 0.990909, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "hip_left": { "count": 330, "mean": 0.0425, "median": 0.039894, "std": 0.022271, "sem": 0.001228, "min": 0.003933, "max": 0.142151, "recall-0.025": 0.227273, "recall-0.05": 0.69697, "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": 0.040343, "median": 0.037497, "std": 0.022022, "sem": 0.001214, "min": 0.003119, "max": 0.129649, "recall-0.025": 0.290909, "recall-0.05": 0.687879, "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": 0.033065, "median": 0.028782, "std": 0.020784, "sem": 0.001146, "min": 0.002685, "max": 0.129199, "recall-0.025": 0.415152, "recall-0.05": 0.809091, "recall-0.1": 0.987879, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "knee_right": { "count": 330, "mean": 0.034365, "median": 0.02907, "std": 0.021004, "sem": 0.001158, "min": 0.002824, "max": 0.144819, "recall-0.025": 0.390909, "recall-0.05": 0.79697, "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": 0.031349, "median": 0.025941, "std": 0.023478, "sem": 0.001294, "min": 0.002203, "max": 0.166806, "recall-0.025": 0.481818, "recall-0.05": 0.833333, "recall-0.1": 0.975758, "recall-0.15": 0.99697, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "ankle_right": { "count": 330, "mean": 0.02998, "median": 0.025332, "std": 0.019723, "sem": 0.001087, "min": 0.00102, "max": 0.120766, "recall-0.025": 0.493939, "recall-0.05": 0.872727, "recall-0.1": 0.990909, "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": 0.28788, "recall-0.05": 0.71608, "recall-0.1": 0.9662, "recall-0.15": 0.9951, "recall-0.25": 0.99907, "recall-0.5": 1.0 } } { "total_parts": 4620, "correct_parts": 4602, "pcp": 0.996104 } ``` ##### volleyball ```json { "img_loading": 0.459734, "demosaicing": 0.017871, "avg_time_2d": 0.0512688, "avg_time_3d": 0.00104949, "fps": 14.2472 } { "triangulator_calls": 121, "init_time": 7.09261e-06, "undistort_time": 5.16316e-05, "project_time": 9.59474e-06, "match_time": 3.9339e-05, "pairs_time": 8.66918e-05, "pair_scoring_time": 0.000306317, "grouping_time": 0.000199618, "full_time": 0.000260053, "merge_time": 7.86561e-05, "post_time": 9.62402e-06, "convert_time": 2.1781e-07, "total_time": 0.00104908 } { "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": 0.029849, "median": 0.028051, "std": 0.010079, "sem": 0.000461, "min": 0.013138, "max": 0.086341, "recall-0.025": 0.347107, "recall-0.05": 0.944215, "recall-0.1": 0.991736, "recall-0.15": 0.991736, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484, "ap-0.025": 0.128128, "ap-0.05": 0.89161, "ap-0.1": 0.980385, "ap-0.15": 0.980385, "ap-0.25": 0.980385, "ap-0.5": 0.980385 }, "head": { "count": 480, "mean": 0.03045, "median": 0.026039, "std": 0.019004, "sem": 0.000868, "min": 0.001683, "max": 0.155456, "recall-0.025": 0.466942, "recall-0.05": 0.840909, "recall-0.1": 0.989669, "recall-0.15": 0.989669, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484 }, "shoulder_left": { "count": 480, "mean": 0.030474, "median": 0.025899, "std": 0.017821, "sem": 0.000814, "min": 0.004913, "max": 0.104684, "recall-0.025": 0.471074, "recall-0.05": 0.853306, "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": 0.030255, "median": 0.025788, "std": 0.019962, "sem": 0.000912, "min": 0.002077, "max": 0.144106, "recall-0.025": 0.47314, "recall-0.05": 0.865702, "recall-0.1": 0.979339, "recall-0.15": 0.991736, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484 }, "elbow_left": { "count": 480, "mean": 0.031086, "median": 0.026898, "std": 0.01782, "sem": 0.000814, "min": 0.004827, "max": 0.138679, "recall-0.025": 0.438017, "recall-0.05": 0.863636, 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0.023378, "median": 0.019293, "std": 0.015425, "sem": 0.000705, "min": 0.002083, "max": 0.092417, "recall-0.025": 0.663223, "recall-0.05": 0.92562, "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": 0.020647, "median": 0.017383, "std": 0.013171, "sem": 0.000602, "min": 0.002292, "max": 0.118335, "recall-0.025": 0.739669, "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": 0.021779, "median": 0.018461, "std": 0.013334, "sem": 0.000609, "min": 0.001779, "max": 0.09571, "recall-0.025": 0.71281, "recall-0.05": 0.946281, "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": 0.50064, "recall-0.05": 0.86316, "recall-0.1": 0.9795, "recall-0.15": 0.98872, "recall-0.25": 0.99126, "recall-0.5": 0.99174 } } { "total_parts": 6776, "correct_parts": 6715, "pcp": 0.990998 } ``` ##### badminton ```json { "img_loading": 0.452032, "demosaicing": 0.0177035, "avg_time_2d": 0.0439512, "avg_time_3d": 0.000726597, "fps": 16.0304 } { "triangulator_calls": 183, "init_time": 6.71268e-06, "undistort_time": 4.29741e-05, "project_time": 8.26797e-06, "match_time": 3.34986e-05, "pairs_time": 6.2742e-05, "pair_scoring_time": 0.000192444, "grouping_time": 5.69908e-05, "full_time": 0.000215974, "merge_time": 8.97259e-05, "post_time": 9.68145e-06, "convert_time": 2.04923e-07, "total_time": 0.000719457 } { "person_nums": { "total_frames": 183, "total_labels": 732, "total_preds": 733, "considered_empty": 0, "valid_preds": 732, "invalid_preds": 1, "missing": 0, "invalid_fraction": 0.00136, "precision": 0.99864, "recall": 1.0, "f1": 0.99932, "non_empty": 733 }, "mpjpe": { "count": 732, "mean": 0.025045, "median": 0.023879, "std": 0.007244, "sem": 0.000268, "min": 0.009835, "max": 0.074011, "recall-0.025": 0.586066, "recall-0.05": 0.991803, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732, "ap-0.025": 0.392784, "ap-0.05": 0.988954, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 732, "mean": 0.028793, "median": 0.023127, "std": 0.022529, "sem": 0.000833, "min": 0.001802, "max": 0.230778, "recall-0.025": 0.545082, "recall-0.05": 0.903005, "recall-0.1": 0.98224, "recall-0.15": 0.991803, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_left": { "count": 732, "mean": 0.033397, "median": 0.028657, "std": 0.020754, "sem": 0.000768, "min": 0.002947, "max": 0.140869, "recall-0.025": 0.400273, "recall-0.05": 0.842896, "recall-0.1": 0.980874, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_right": { "count": 732, "mean": 0.026944, "median": 0.022838, "std": 0.016999, "sem": 0.000629, "min": 0.001387, "max": 0.146663, "recall-0.025": 0.57377, "recall-0.05": 0.90847, "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": 0.025678, "median": 0.021632, "std": 0.016698, "sem": 0.000618, "min": 0.002481, "max": 0.126534, "recall-0.025": 0.603825, "recall-0.05": 0.928962, "recall-0.1": 0.994536, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "elbow_right": { "count": 732, "mean": 0.02324, "median": 0.019452, "std": 0.01496, "sem": 0.000553, "min": 0.001163, "max": 0.108799, "recall-0.025": 0.674863, "recall-0.05": 0.935792, "recall-0.1": 0.997268, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "wrist_left": { "count": 732, "mean": 0.02799, "median": 0.02417, "std": 0.019722, "sem": 0.000729, "min": 0.001877, "max": 0.191519, "recall-0.025": 0.512295, "recall-0.05": 0.901639, "recall-0.1": 0.987705, "recall-0.15": 0.998634, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "wrist_right": { "count": 732, "mean": 0.027309, "median": 0.023765, "std": 0.018701, "sem": 0.000692, "min": 0.003028, "max": 0.190869, "recall-0.025": 0.554645, "recall-0.05": 0.919399, "recall-0.1": 0.991803, "recall-0.15": 0.995902, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "hip_left": { "count": 732, "mean": 0.028161, "median": 0.02632, "std": 0.013789, "sem": 0.00051, "min": 0.001235, "max": 0.089993, "recall-0.025": 0.460383, "recall-0.05": 0.931694, "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": 0.025779, "median": 0.023306, "std": 0.013216, "sem": 0.000489, "min": 0.001685, "max": 0.102776, "recall-0.025": 0.550546, "recall-0.05": 0.952186, "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": 0.017759, "median": 0.016651, "std": 0.008706, "sem": 0.000322, "min": 0.001064, "max": 0.070855, "recall-0.025": 0.845628, "recall-0.05": 0.989071, "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": 0.020326, "median": 0.018666, "std": 0.009851, "sem": 0.000364, "min": 0.003068, "max": 0.068674, "recall-0.025": 0.736339, "recall-0.05": 0.989071, "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": 0.019616, "median": 0.017733, "std": 0.010576, "sem": 0.000391, "min": 0.002067, "max": 0.089748, "recall-0.025": 0.763661, "recall-0.05": 0.980874, "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": 0.020598, "median": 0.018718, "std": 0.010451, "sem": 0.000387, "min": 0.001614, "max": 0.096862, "recall-0.025": 0.741803, "recall-0.05": 0.980874, "recall-0.1": 1.0, "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": 0.6116, "recall-0.05": 0.93485, "recall-0.1": 0.99433, "recall-0.15": 0.99884, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 10248, "correct_parts": 10240, "pcp": 0.999219 } ``` ##### tennis ```json { "img_loading": 0.709753, "demosaicing": 0.0273543, "avg_time_2d": 0.0514816, "avg_time_3d": 0.000600378, "fps": 12.5887 } { "triangulator_calls": 181, "init_time": 7.6806e-06, "undistort_time": 3.2454e-05, "project_time": 7.43999e-06, "match_time": 1.63477e-05, "pairs_time": 2.52535e-05, "pair_scoring_time": 0.000159535, "grouping_time": 4.8064e-05, "full_time": 0.000186023, "merge_time": 8.50171e-05, "post_time": 7.13875e-06, "convert_time": 1.27978e-07, "total_time": 0.000575325 } { "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": 0.023213, "median": 0.021801, "std": 0.009521, "sem": 0.000501, "min": 0.012045, "max": 0.12733, "recall-0.025": 0.729282, "recall-0.05": 0.986188, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362, "ap-0.025": 0.626324, "ap-0.05": 0.985941, "ap-0.1": 0.997154, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 362, "mean": 0.036211, "median": 0.035651, "std": 0.015366, "sem": 0.000809, "min": 0.004166, "max": 0.103865, "recall-0.025": 0.234807, "recall-0.05": 0.853591, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_left": { "count": 362, "mean": 0.023498, "median": 0.01984, "std": 0.014335, "sem": 0.000754, "min": 0.003033, "max": 0.120766, "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": 0.02675, "median": 0.024194, "std": 0.01403, "sem": 0.000738, "min": 0.002454, "max": 0.098238, "recall-0.025": 0.516575, "recall-0.05": 0.939227, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "elbow_left": { "count": 362, "mean": 0.02072, "median": 0.017227, "std": 0.013419, "sem": 0.000706, "min": 0.001056, "max": 0.098447, "recall-0.025": 0.745856, "recall-0.05": 0.955801, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "elbow_right": { "count": 362, "mean": 0.024697, "median": 0.022139, "std": 0.015501, "sem": 0.000816, "min": 0.001285, "max": 0.147551, "recall-0.025": 0.60221, "recall-0.05": 0.953039, "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": 0.022039, "median": 0.018331, "std": 0.014347, "sem": 0.000755, "min": 0.003252, "max": 0.095115, "recall-0.025": 0.701657, "recall-0.05": 0.941989, "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": 0.028362, "median": 0.022899, "std": 0.02836, "sem": 0.001493, "min": 0.002325, "max": 0.315152, "recall-0.025": 0.555249, "recall-0.05": 0.903315, "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": 0.024894, "median": 0.022278, "std": 0.014487, "sem": 0.000762, "min": 0.002017, "max": 0.143551, "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": 0.02466, "median": 0.02231, "std": 0.016469, "sem": 0.000867, "min": 0.000903, "max": 0.190926, "recall-0.025": 0.588398, "recall-0.05": 0.947514, "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": 0.015667, "median": 0.014287, "std": 0.007999, "sem": 0.000421, "min": 0.002177, "max": 0.050713, "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": 0.016797, "median": 0.014334, "std": 0.016153, "sem": 0.00085, "min": 0.002523, "max": 0.256658, "recall-0.025": 0.875691, "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": 0.018588, "median": 0.016165, "std": 0.011049, "sem": 0.000582, "min": 0.001739, "max": 0.08852, "recall-0.025": 0.801105, "recall-0.05": 0.975138, "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": 0.018893, "median": 0.014002, "std": 0.028283, "sem": 0.001489, "min": 0.000791, "max": 0.49458, "recall-0.025": 0.825967, "recall-0.05": 0.966851, "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": 0.65746, "recall-0.05": 0.94794, "recall-0.1": 0.99575, "recall-0.15": 0.99873, "recall-0.25": 0.99894, "recall-0.5": 1.0 } } { "total_parts": 5068, "correct_parts": 5064, "pcp": 0.999211 } ```