# 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": 0.0214235, "avg_time_2d": 0.00897997, "avg_time_3d": 0.000238685, "fps": 108.476 } { "triangulator_calls": 600, "init_time": 6.23824e-06, "undistort_time": 2.46587e-05, "project_time": 2.54218e-05, "match_time": 3.28479e-05, "pairs_time": 2.1501e-05, "pair_scoring_time": 4.85955e-05, "grouping_time": 1.98984e-06, "full_time": 4.08814e-05, "merge_time": 6.93347e-06, "post_time": 6.52667e-06, "convert_time": 2.69545e-07, "total_time": 0.000216157 } { "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": 0.061301, "median": 0.052713, "std": 0.028811, "sem": 0.001177, "min": 0.036405, "max": 0.186897, "recall-0.025": 0.0, "recall-0.05": 0.358333, "recall-0.1": 0.935, "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": 0.218368, "ap-0.1": 0.889306, "ap-0.15": 0.912236, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 600, "mean": 0.106525, "median": 0.094177, "std": 0.036425, "sem": 0.001488, "min": 0.026211, "max": 0.26726, "recall-0.025": 0.0, "recall-0.05": 0.021667, "recall-0.1": 0.566667, "recall-0.15": 0.886667, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_left": { "count": 600, "mean": 0.035732, "median": 0.026329, "std": 0.033686, "sem": 0.001376, "min": 0.002486, "max": 0.171222, "recall-0.025": 0.461667, "recall-0.05": 0.823333, "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": 0.04452, "median": 0.033044, "std": 0.040113, "sem": 0.001639, "min": 0.005476, "max": 0.22345, "recall-0.025": 0.33, "recall-0.05": 0.78, "recall-0.1": 0.915, "recall-0.15": 0.945, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_left": { "count": 600, "mean": 0.044878, "median": 0.035729, "std": 0.036039, "sem": 0.001473, "min": 0.002861, "max": 0.192732, "recall-0.025": 0.258333, "recall-0.05": 0.781667, "recall-0.1": 0.935, "recall-0.15": 0.953333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_right": { "count": 600, "mean": 0.042864, "median": 0.031356, "std": 0.03745, "sem": 0.00153, "min": 0.003977, "max": 0.306607, "recall-0.025": 0.27, "recall-0.05": 0.816667, "recall-0.1": 0.93, "recall-0.15": 0.943333, "recall-0.25": 0.996667, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_left": { "count": 600, "mean": 0.041289, "median": 0.024626, "std": 0.045185, "sem": 0.001846, "min": 0.000703, "max": 0.316533, "recall-0.025": 0.508333, "recall-0.05": 0.756667, "recall-0.1": 0.895, "recall-0.15": 0.946667, "recall-0.25": 0.996667, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_right": { "count": 599, "mean": 0.045711, "median": 0.027876, "std": 0.0521, "sem": 0.002131, "min": 0.002871, "max": 0.459983, "recall-0.025": 0.443333, "recall-0.05": 0.778333, "recall-0.1": 0.89, "recall-0.15": 0.911667, "recall-0.25": 0.986667, "recall-0.5": 0.998333, "num_labels": 600 }, "hip_left": { "count": 600, "mean": 0.068285, "median": 0.057651, "std": 0.035634, "sem": 0.001456, "min": 0.026922, "max": 0.21568, "recall-0.025": 0.0, "recall-0.05": 0.265, "recall-0.1": 0.89, "recall-0.15": 0.948333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "hip_right": { "count": 600, "mean": 0.085336, "median": 0.081998, "std": 0.028532, "sem": 0.001166, "min": 0.019246, "max": 0.210122, "recall-0.025": 0.01, "recall-0.05": 0.053333, "recall-0.1": 0.875, "recall-0.15": 0.95, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "knee_left": { "count": 600, "mean": 0.057882, "median": 0.042319, "std": 0.059413, "sem": 0.002428, "min": 0.015949, "max": 0.430058, "recall-0.025": 0.078333, "recall-0.05": 0.686667, "recall-0.1": 0.913333, "recall-0.15": 0.923333, "recall-0.25": 0.981667, "recall-0.5": 1.0, "num_labels": 600 }, "knee_right": { "count": 600, "mean": 0.047194, "median": 0.034213, "std": 0.041796, "sem": 0.001708, "min": 0.010466, "max": 0.306804, "recall-0.025": 0.116667, "recall-0.05": 0.813333, "recall-0.1": 0.921667, "recall-0.15": 0.94, "recall-0.25": 0.996667, "recall-0.5": 1.0, "num_labels": 600 }, "ankle_left": { "count": 596, "mean": 0.090554, "median": 0.082591, "std": 0.039113, "sem": 0.001603, "min": 0.047369, "max": 0.499405, "recall-0.025": 0.0, "recall-0.05": 0.003333, "recall-0.1": 0.868333, "recall-0.15": 0.936667, "recall-0.25": 0.985, "recall-0.5": 0.993333, "num_labels": 600 }, "ankle_right": { "count": 599, "mean": 0.081058, "median": 0.066942, "std": 0.050112, "sem": 0.002049, "min": 0.031694, "max": 0.394711, "recall-0.025": 0.0, "recall-0.05": 0.031667, "recall-0.1": 0.898333, "recall-0.15": 0.916667, "recall-0.25": 0.973333, "recall-0.5": 0.998333, "num_labels": 600 }, "joint_recalls": { "num_labels": 7800, "recall-0.025": 0.19, "recall-0.05": 0.50795, "recall-0.1": 0.87962, "recall-0.15": 0.93513, "recall-0.25": 0.99321, "recall-0.5": 0.99885 } } { "total_parts": 8400, "correct_parts": 8121, "pcp": 0.966786 } ``` ### Shelf ```json { "img_loading": 0.0439583, "avg_time_2d": 0.0161031, "avg_time_3d": 0.000456075, "fps": 60.3894 } { "triangulator_calls": 301, "init_time": 1.09826e-05, "undistort_time": 2.73167e-05, "project_time": 7.29666e-05, "match_time": 2.30029e-05, "pairs_time": 3.70102e-05, "pair_scoring_time": 0.000100947, "grouping_time": 1.22006e-05, "full_time": 8.29563e-05, "merge_time": 1.1965e-05, "post_time": 1.24754e-05, "convert_time": 6.71814e-07, "total_time": 0.00039283 } { "person_nums": { "total_frames": 301, "total_labels": 477, "total_preds": 846, "considered_empty": 0, "valid_preds": 477, "invalid_preds": 369, "missing": 0, "invalid_fraction": 0.43617, "precision": 0.56383, "recall": 1.0, "f1": 0.72109, "non_empty": 846 }, "mpjpe": { "count": 477, "mean": 0.047885, "median": 0.042722, "std": 0.014759, "sem": 0.000676, "min": 0.03014, "max": 0.12344, "recall-0.025": 0.0, "recall-0.05": 0.70021, "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": 0.392715, "ap-0.1": 0.730748, "ap-0.15": 0.74524, "ap-0.25": 0.74524, "ap-0.5": 0.74524 }, "head": { "count": 477, "mean": 0.054202, "median": 0.050299, "std": 0.024685, "sem": 0.001131, "min": 0.005604, "max": 0.180414, "recall-0.025": 0.083857, "recall-0.05": 0.492662, "recall-0.1": 0.9413, "recall-0.15": 0.995807, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_left": { "count": 477, "mean": 0.042515, "median": 0.037085, "std": 0.020532, "sem": 0.000941, "min": 0.004232, "max": 0.136479, "recall-0.025": 0.163522, "recall-0.05": 0.727463, "recall-0.1": 0.987421, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_right": { "count": 477, "mean": 0.049774, "median": 0.046507, "std": 0.022743, "sem": 0.001042, "min": 0.00538, "max": 0.147114, "recall-0.025": 0.102725, "recall-0.05": 0.555556, "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": 0.040635, "median": 0.031969, "std": 0.029201, "sem": 0.001338, "min": 0.003362, "max": 0.326353, "recall-0.025": 0.310273, "recall-0.05": 0.75891, "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": 0.053255, "median": 0.045027, "std": 0.040612, "sem": 0.001861, "min": 0.003281, "max": 0.243895, "recall-0.025": 0.262055, "recall-0.05": 0.563941, "recall-0.1": 0.899371, "recall-0.15": 0.955975, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_left": { "count": 477, "mean": 0.059866, "median": 0.054199, "std": 0.038704, "sem": 0.001774, "min": 0.002109, "max": 0.322924, "recall-0.025": 0.134172, "recall-0.05": 0.404612, "recall-0.1": 0.907757, "recall-0.15": 0.960168, "recall-0.25": 0.991614, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_right": { "count": 477, "mean": 0.058836, "median": 0.054216, "std": 0.033028, "sem": 0.001514, "min": 0.007685, "max": 0.371597, "recall-0.025": 0.106918, "recall-0.05": 0.425577, "recall-0.1": 0.897275, "recall-0.15": 0.981132, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "hip_left": { "count": 477, "mean": 0.047813, "median": 0.042309, "std": 0.026119, "sem": 0.001197, "min": 0.006447, "max": 0.14256, "recall-0.025": 0.186583, "recall-0.05": 0.614256, "recall-0.1": 0.953878, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_right": { "count": 477, "mean": 0.057773, "median": 0.057215, "std": 0.023614, "sem": 0.001082, "min": 0.00421, "max": 0.132307, "recall-0.025": 0.102725, "recall-0.05": 0.392034, "recall-0.1": 0.945493, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_left": { "count": 477, "mean": 0.040457, "median": 0.037618, "std": 0.024571, "sem": 0.001126, "min": 0.004904, "max": 0.19006, "recall-0.025": 0.259958, "recall-0.05": 0.746331, "recall-0.1": 0.972746, "recall-0.15": 0.989518, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_right": { "count": 477, "mean": 0.040117, "median": 0.036228, "std": 0.023344, "sem": 0.00107, "min": 0.007, "max": 0.1848, "recall-0.025": 0.316562, "recall-0.05": 0.710692, "recall-0.1": 0.976939, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_left": { "count": 477, "mean": 0.036307, "median": 0.027964, "std": 0.030854, "sem": 0.001414, "min": 0.004731, "max": 0.223705, "recall-0.025": 0.429769, "recall-0.05": 0.819706, "recall-0.1": 0.945493, "recall-0.15": 0.983229, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_right": { "count": 477, "mean": 0.040953, "median": 0.030954, "std": 0.037944, "sem": 0.001739, "min": 0.003325, "max": 0.272891, "recall-0.025": 0.30608, "recall-0.05": 0.805031, "recall-0.1": 0.930818, "recall-0.15": 0.966457, "recall-0.25": 0.995807, "recall-0.5": 1.0, "num_labels": 477 }, "joint_recalls": { "num_labels": 6201, "recall-0.025": 0.21158, "recall-0.05": 0.61555, "recall-0.1": 0.94275, "recall-0.15": 0.98629, "recall-0.25": 0.99839, "recall-0.5": 1.0 } } { "total_parts": 6678, "correct_parts": 6616, "pcp": 0.990716 } ``` ### Campus ```json { "img_loading": 0.00509561, "avg_time_2d": 0.00746086, "avg_time_3d": 0.000263615, "fps": 129.459 } { "triangulator_calls": 222, "init_time": 5.66133e-06, "undistort_time": 2.77896e-05, "project_time": 5.02216e-05, "match_time": 1.90409e-05, "pairs_time": 1.67337e-05, "pair_scoring_time": 4.28234e-05, "grouping_time": 2.40929e-06, "full_time": 4.44095e-05, "merge_time": 1.34018e-05, "post_time": 9.35795e-06, "convert_time": 3.8468e-07, "total_time": 0.00023256 } { "person_nums": { "total_frames": 222, "total_labels": 376, "total_preds": 448, "considered_empty": 0, "valid_preds": 376, "invalid_preds": 72, "missing": 0, "invalid_fraction": 0.16071, "precision": 0.83929, "recall": 1.0, "f1": 0.91262, "non_empty": 448 }, "mpjpe": { "count": 376, "mean": 0.079061, "median": 0.075937, "std": 0.019014, "sem": 0.000982, "min": 0.039688, "max": 0.23921, "recall-0.025": 0.0, "recall-0.05": 0.00266, "recall-0.1": 0.848404, "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": 4.4e-05, "ap-0.1": 0.728004, "ap-0.15": 0.943085, "ap-0.25": 0.945664, "ap-0.5": 0.945664 }, "head": { "count": 376, "mean": 0.070847, "median": 0.068159, "std": 0.036689, "sem": 0.001895, "min": 0.009544, "max": 0.370458, "recall-0.025": 0.06117, "recall-0.05": 0.276596, "recall-0.1": 0.856383, "recall-0.15": 0.976064, "recall-0.25": 0.994681, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_left": { "count": 376, "mean": 0.071402, "median": 0.064452, "std": 0.034175, "sem": 0.001765, "min": 0.013911, "max": 0.219873, "recall-0.025": 0.029255, "recall-0.05": 0.268617, "recall-0.1": 0.843085, "recall-0.15": 0.965426, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_right": { "count": 376, "mean": 0.079661, "median": 0.072802, "std": 0.04228, "sem": 0.002183, "min": 0.006023, "max": 0.497106, "recall-0.025": 0.023936, "recall-0.05": 0.231383, "recall-0.1": 0.784574, "recall-0.15": 0.949468, "recall-0.25": 0.99734, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_left": { "count": 376, "mean": 0.091031, "median": 0.073884, "std": 0.054264, "sem": 0.002802, "min": 0.014223, "max": 0.34788, "recall-0.025": 0.026596, "recall-0.05": 0.255319, "recall-0.1": 0.635638, "recall-0.15": 0.845745, "recall-0.25": 0.986702, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_right": { "count": 375, "mean": 0.083992, "median": 0.073159, "std": 0.044993, "sem": 0.002327, "min": 0.002817, "max": 0.221714, "recall-0.025": 0.023936, "recall-0.05": 0.263298, "recall-0.1": 0.675532, "recall-0.15": 0.901596, "recall-0.25": 0.99734, "recall-0.5": 0.99734, "num_labels": 376 }, "wrist_left": { "count": 376, "mean": 0.12597, "median": 0.110251, "std": 0.071129, "sem": 0.003673, "min": 0.012812, "max": 0.459069, "recall-0.025": 0.018617, "recall-0.05": 0.087766, "recall-0.1": 0.433511, "recall-0.15": 0.696809, "recall-0.25": 0.925532, "recall-0.5": 1.0, "num_labels": 376 }, "wrist_right": { "count": 376, "mean": 0.114259, "median": 0.106122, "std": 0.04992, "sem": 0.002578, "min": 0.02278, "max": 0.461844, "recall-0.025": 0.00266, "recall-0.05": 0.047872, "recall-0.1": 0.43617, "recall-0.15": 0.800532, "recall-0.25": 0.992021, "recall-0.5": 1.0, "num_labels": 376 }, "hip_left": { "count": 376, "mean": 0.071686, "median": 0.071161, "std": 0.030322, "sem": 0.001566, "min": 0.003723, "max": 0.154372, "recall-0.025": 0.066489, "recall-0.05": 0.24734, "recall-0.1": 0.824468, "recall-0.15": 0.994681, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "hip_right": { "count": 376, "mean": 0.077187, "median": 0.075292, "std": 0.034502, "sem": 0.001782, "min": 0.011705, "max": 0.248674, "recall-0.025": 0.026596, "recall-0.05": 0.199468, "recall-0.1": 0.816489, "recall-0.15": 0.954787, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_left": { "count": 376, "mean": 0.053654, "median": 0.04811, "std": 0.024848, "sem": 0.001283, "min": 0.009181, "max": 0.150849, "recall-0.025": 0.085106, "recall-0.05": 0.526596, "recall-0.1": 0.944149, "recall-0.15": 0.99734, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_right": { "count": 376, "mean": 0.053982, "median": 0.047653, "std": 0.031004, "sem": 0.001601, "min": 0.010162, "max": 0.233694, "recall-0.025": 0.119681, "recall-0.05": 0.56117, "recall-0.1": 0.933511, "recall-0.15": 0.976064, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "ankle_left": { "count": 375, "mean": 0.065549, "median": 0.050728, "std": 0.050909, "sem": 0.002632, "min": 0.002683, "max": 0.390301, "recall-0.025": 0.098404, "recall-0.05": 0.486702, "recall-0.1": 0.867021, "recall-0.15": 0.960106, "recall-0.25": 0.976064, "recall-0.5": 0.99734, "num_labels": 376 }, "ankle_right": { "count": 375, "mean": 0.064892, "median": 0.050449, "std": 0.058877, "sem": 0.003044, "min": 0.003357, "max": 0.489237, "recall-0.025": 0.066489, "recall-0.05": 0.492021, "recall-0.1": 0.893617, "recall-0.15": 0.954787, "recall-0.25": 0.970745, "recall-0.5": 0.99734, "num_labels": 376 }, "joint_recalls": { "num_labels": 4888, "recall-0.025": 0.04808, "recall-0.05": 0.30176, "recall-0.1": 0.7633, "recall-0.15": 0.92001, "recall-0.25": 0.98691, "recall-0.5": 0.99877 } } { "total_parts": 5264, "correct_parts": 4940, "pcp": 0.93845 } ``` ### MVOR ```json { "img_loading": 0.01166, "avg_time_2d": 0.00855834, "avg_time_3d": 0.000277939, "fps": 113.17 } { "triangulator_calls": 629, "init_time": 7.39275e-06, "undistort_time": 2.95785e-05, "project_time": 3.93691e-05, "match_time": 1.65438e-05, "pairs_time": 2.04497e-05, "pair_scoring_time": 5.98655e-05, "grouping_time": 8.50256e-06, "full_time": 5.41611e-05, "merge_time": 9.32615e-06, "post_time": 8.86797e-06, "convert_time": 4.21672e-07, "total_time": 0.000254808 } { "person_nums": { "total_frames": 629, "total_labels": 1061, "total_preds": 1157, "considered_empty": 0, "valid_preds": 826, "invalid_preds": 331, "missing": 235, "invalid_fraction": 0.28608, "precision": 0.71392, "recall": 0.77851, "f1": 0.74482, "non_empty": 1157 }, "mpjpe": { "count": 826, "mean": 0.117594, "median": 0.099074, "std": 0.06489, "sem": 0.002259, "min": 0.044292, "max": 0.498763, "recall-0.025": 0.0, "recall-0.05": 0.002828, "recall-0.1": 0.39868, "recall-0.15": 0.640905, "recall-0.25": 0.745523, "recall-0.5": 0.778511, "num_labels": 1061, "ap-0.025": 0.0, "ap-0.05": 3.1e-05, "ap-0.1": 0.24686, "ap-0.15": 0.523547, "ap-0.25": 0.664798, "ap-0.5": 0.703085 }, "head": { "count": 823, "mean": 0.067047, "median": 0.051368, "std": 0.060738, "sem": 0.002118, "min": 0.00309, "max": 0.479488, "recall-0.025": 0.103676, "recall-0.05": 0.374175, "recall-0.1": 0.664467, "recall-0.15": 0.721018, "recall-0.25": 0.754948, "recall-0.5": 0.775683, "num_labels": 1061 }, "shoulder_left": { "count": 823, "mean": 0.064067, "median": 0.044681, "std": 0.064548, "sem": 0.002251, "min": 0.00507, "max": 0.488342, "recall-0.025": 0.176249, "recall-0.05": 0.423186, "recall-0.1": 0.65033, "recall-0.15": 0.719133, "recall-0.25": 0.754006, "recall-0.5": 0.775683, "num_labels": 1061 }, "shoulder_right": { "count": 822, "mean": 0.06066, "median": 0.040619, "std": 0.062186, "sem": 0.00217, "min": 0.003681, "max": 0.453096, "recall-0.025": 0.146089, "recall-0.05": 0.476909, "recall-0.1": 0.664467, "recall-0.15": 0.720075, "recall-0.25": 0.751178, "recall-0.5": 0.774741, "num_labels": 1061 }, "elbow_left": { "count": 814, "mean": 0.106889, "median": 0.07667, "std": 0.090971, "sem": 0.00319, "min": 0.003602, "max": 0.482576, "recall-0.025": 0.072573, "recall-0.05": 0.248822, "recall-0.1": 0.468426, "recall-0.15": 0.586239, "recall-0.25": 0.702168, "recall-0.5": 0.767201, "num_labels": 1061 }, "elbow_right": { "count": 817, "mean": 0.087826, "median": 0.061809, "std": 0.079478, "sem": 0.002782, "min": 0.004787, "max": 0.47974, "recall-0.025": 0.100848, "recall-0.05": 0.311027, "recall-0.1": 0.559849, "recall-0.15": 0.65787, "recall-0.25": 0.72196, "recall-0.5": 0.770028, "num_labels": 1061 }, "wrist_left": { "count": 813, "mean": 0.126254, "median": 0.091695, "std": 0.104353, "sem": 0.003662, "min": 0.006234, "max": 0.496772, "recall-0.025": 0.075401, "recall-0.05": 0.205467, "recall-0.1": 0.409991, "recall-0.15": 0.521206, "recall-0.25": 0.660697, "recall-0.5": 0.766258, "num_labels": 1061 }, "wrist_right": { "count": 813, "mean": 0.108838, "median": 0.071098, "std": 0.100025, "sem": 0.00351, "min": 0.003505, "max": 0.480896, "recall-0.025": 0.101791, "recall-0.05": 0.280867, "recall-0.1": 0.491046, "recall-0.15": 0.574929, "recall-0.25": 0.681433, "recall-0.5": 0.766258, "num_labels": 1061 }, "hip_left": { "count": 815, "mean": 0.197506, "median": 0.178344, "std": 0.087607, "sem": 0.003071, "min": 0.016968, "max": 0.498696, "recall-0.025": 0.000943, "recall-0.05": 0.00377, "recall-0.1": 0.059378, "recall-0.15": 0.253534, "recall-0.25": 0.594722, "recall-0.5": 0.768143, "num_labels": 1061 }, "hip_right": { "count": 804, "mean": 0.189369, "median": 0.174318, "std": 0.076836, "sem": 0.002712, "min": 0.029865, "max": 0.498131, "recall-0.025": 0.0, "recall-0.05": 0.001885, "recall-0.1": 0.065033, "recall-0.15": 0.261074, "recall-0.25": 0.619227, "recall-0.5": 0.757776, "num_labels": 1061 }, "joint_recalls": { "num_labels": 9549, "recall-0.025": 0.08619, "recall-0.05": 0.25793, "recall-0.1": 0.44759, "recall-0.15": 0.5566, "recall-0.25": 0.69285, "recall-0.5": 0.76846 } } { "total_parts": 10610, "correct_parts": 6305, "pcp": 0.594251 } ``` ### Panoptic ```json { "img_loading": 0.0480116, "avg_time_2d": 0.0181947, "avg_time_3d": 0.000732526, "fps": 52.8341 } { "triangulator_calls": 420, "init_time": 1.12765e-05, "undistort_time": 5.76955e-05, "project_time": 6.17318e-05, "match_time": 2.53649e-05, "pairs_time": 5.19781e-05, "pair_scoring_time": 0.000190868, "grouping_time": 2.0974e-05, "full_time": 0.000164192, "merge_time": 7.07059e-05, "post_time": 1.18664e-05, "convert_time": 6.66372e-07, "total_time": 0.000667642 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1503, "considered_empty": 0, "valid_preds": 1462, "invalid_preds": 41, "missing": 4, "invalid_fraction": 0.02728, "precision": 0.97272, "recall": 0.99727, "f1": 0.98484, "non_empty": 1503 }, "mpjpe": { "count": 1462, "mean": 0.03482, "median": 0.031241, "std": 0.016013, "sem": 0.000419, "min": 0.010718, "max": 0.125933, "recall-0.025": 0.304911, "recall-0.05": 0.837653, "recall-0.1": 0.993179, "recall-0.15": 0.997271, "recall-0.25": 0.997271, "recall-0.5": 0.997271, "num_labels": 1466, "ap-0.025": 0.154279, "ap-0.05": 0.769519, "ap-0.1": 0.978377, "ap-0.15": 0.986886, "ap-0.25": 0.986886, "ap-0.5": 0.986886 }, "nose": { "count": 1461, "mean": 0.015017, "median": 0.011364, "std": 0.017583, "sem": 0.00046, "min": 0.001311, "max": 0.275895, "recall-0.025": 0.914559, "recall-0.05": 0.971292, "recall-0.1": 0.992481, "recall-0.15": 0.995899, "recall-0.25": 0.996582, "recall-0.5": 0.998633, "num_labels": 1463 }, "shoulder_left": { "count": 1462, "mean": 0.016803, "median": 0.014545, "std": 0.01109, "sem": 0.00029, "min": 0.001619, "max": 0.100262, "recall-0.025": 0.8397, "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": 0.01663, "median": 0.014513, "std": 0.01114, "sem": 0.000292, "min": 0.001635, "max": 0.149874, "recall-0.025": 0.845734, "recall-0.05": 0.9843, "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": 0.023215, "median": 0.016597, "std": 0.021918, "sem": 0.000574, "min": 0.000915, "max": 0.212485, "recall-0.025": 0.730375, "recall-0.05": 0.905119, "recall-0.1": 0.983618, "recall-0.15": 0.994539, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "elbow_right": { "count": 1461, "mean": 0.02058, "median": 0.01618, "std": 0.015254, "sem": 0.000399, "min": 0.002055, "max": 0.167337, "recall-0.025": 0.779904, "recall-0.05": 0.943267, "recall-0.1": 0.996582, "recall-0.15": 0.997949, "recall-0.25": 0.998633, "recall-0.5": 0.998633, "num_labels": 1463 }, "wrist_left": { "count": 1432, "mean": 0.035811, "median": 0.016279, "std": 0.057576, "sem": 0.001522, "min": 0.000898, "max": 0.460746, "recall-0.025": 0.692469, "recall-0.05": 0.848675, "recall-0.1": 0.906555, "recall-0.15": 0.954672, "recall-0.25": 0.974895, "recall-0.5": 0.998605, "num_labels": 1434 }, "wrist_right": { "count": 1455, "mean": 0.025369, "median": 0.015842, "std": 0.032104, "sem": 0.000842, "min": 0.001023, "max": 0.312907, "recall-0.025": 0.714973, "recall-0.05": 0.896978, "recall-0.1": 0.96978, "recall-0.15": 0.985577, "recall-0.25": 0.993819, "recall-0.5": 0.999313, "num_labels": 1456 }, "hip_left": { "count": 1461, "mean": 0.036191, "median": 0.031717, "std": 0.022383, "sem": 0.000586, "min": 0.000614, "max": 0.222813, "recall-0.025": 0.329693, "recall-0.05": 0.821843, "recall-0.1": 0.9843, "recall-0.15": 0.991809, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "hip_right": { "count": 1462, "mean": 0.039476, "median": 0.032328, "std": 0.030399, "sem": 0.000795, "min": 0.003004, "max": 0.409625, "recall-0.025": 0.328786, "recall-0.05": 0.786494, "recall-0.1": 0.959754, "recall-0.15": 0.989768, "recall-0.25": 0.995225, "recall-0.5": 0.997271, "num_labels": 1466 }, "knee_left": { "count": 1461, "mean": 0.0406, "median": 0.034245, "std": 0.035466, "sem": 0.000928, "min": 0.004244, "max": 0.473605, "recall-0.025": 0.27372, "recall-0.05": 0.788396, "recall-0.1": 0.962457, "recall-0.15": 0.984983, "recall-0.25": 0.990444, "recall-0.5": 0.99727, "num_labels": 1465 }, "knee_right": { "count": 1455, "mean": 0.040245, "median": 0.032466, "std": 0.032298, "sem": 0.000847, "min": 0.002049, "max": 0.498781, "recall-0.025": 0.328307, "recall-0.05": 0.73475, "recall-0.1": 0.961618, "recall-0.15": 0.988348, "recall-0.25": 0.993831, "recall-0.5": 0.997258, "num_labels": 1459 }, "ankle_left": { "count": 1457, "mean": 0.069045, "median": 0.035852, "std": 0.081012, "sem": 0.002123, "min": 0.003059, "max": 0.452684, "recall-0.025": 0.334245, "recall-0.05": 0.619959, "recall-0.1": 0.794942, "recall-0.15": 0.864662, "recall-0.25": 0.946685, "recall-0.5": 0.995899, "num_labels": 1463 }, "ankle_right": { "count": 1450, "mean": 0.070314, "median": 0.0334, "std": 0.09225, "sem": 0.002423, "min": 0.002411, "max": 0.470538, "recall-0.025": 0.35137, "recall-0.05": 0.670548, "recall-0.1": 0.80274, "recall-0.15": 0.857534, "recall-0.25": 0.920548, "recall-0.5": 0.993151, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.57372, "recall-0.05": 0.84234, "recall-0.1": 0.94639, "recall-0.15": 0.96893, "recall-0.25": 0.98436, "recall-0.5": 0.99705 } } { "total_parts": 20444, "correct_parts": 20136, "pcp": 0.984934 } ``` ##### 3 cameras ```json { "img_loading": 0.0300228, "avg_time_2d": 0.0109641, "avg_time_3d": 0.000317571, "fps": 88.639 } { "triangulator_calls": 420, "init_time": 9.05202e-06, "undistort_time": 3.33509e-05, "project_time": 3.55523e-05, "match_time": 3.13586e-05, "pairs_time": 2.59658e-05, "pair_scoring_time": 5.31483e-05, "grouping_time": 7.67488e-06, "full_time": 5.71083e-05, "merge_time": 1.99006e-05, "post_time": 1.21204e-05, "convert_time": 6.53409e-07, "total_time": 0.000286193 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1416, "considered_empty": 0, "valid_preds": 1403, "invalid_preds": 13, "missing": 63, "invalid_fraction": 0.00918, "precision": 0.99082, "recall": 0.95703, "f1": 0.97363, "non_empty": 1416 }, "mpjpe": { "count": 1403, "mean": 0.063697, "median": 0.051272, "std": 0.041683, "sem": 0.001113, "min": 0.018516, "max": 0.32168, "recall-0.025": 0.006139, "recall-0.05": 0.448158, "recall-0.1": 0.842428, "recall-0.15": 0.920873, "recall-0.25": 0.940655, "recall-0.5": 0.957026, "num_labels": 1466, "ap-0.025": 0.001489, "ap-0.05": 0.33778, "ap-0.1": 0.801331, "ap-0.15": 0.905759, "ap-0.25": 0.931294, "ap-0.5": 0.94854 }, "nose": { "count": 1402, "mean": 0.024835, "median": 0.019347, "std": 0.018043, "sem": 0.000482, "min": 0.001351, "max": 0.155203, "recall-0.025": 0.598086, "recall-0.05": 0.874231, "recall-0.1": 0.952153, "recall-0.15": 0.956938, "recall-0.25": 0.958305, "recall-0.5": 0.958305, "num_labels": 1463 }, "shoulder_left": { "count": 1402, "mean": 0.021058, "median": 0.017678, "std": 0.015328, "sem": 0.00041, "min": 0.000913, "max": 0.203979, "recall-0.025": 0.691678, "recall-0.05": 0.918145, "recall-0.1": 0.954297, "recall-0.15": 0.955662, "recall-0.25": 0.956344, "recall-0.5": 0.956344, "num_labels": 1466 }, "shoulder_right": { "count": 1402, "mean": 0.025063, "median": 0.018357, "std": 0.020701, "sem": 0.000553, "min": 0.002044, "max": 0.218738, "recall-0.025": 0.619113, "recall-0.05": 0.879863, "recall-0.1": 0.94471, "recall-0.15": 0.953584, "recall-0.25": 0.956997, "recall-0.5": 0.956997, "num_labels": 1465 }, "elbow_left": { "count": 1402, "mean": 0.034165, "median": 0.022493, "std": 0.031262, "sem": 0.000835, "min": 0.001064, "max": 0.270691, "recall-0.025": 0.517406, "recall-0.05": 0.771331, "recall-0.1": 0.901706, "recall-0.15": 0.951536, "recall-0.25": 0.955631, "recall-0.5": 0.956997, "num_labels": 1465 }, "elbow_right": { "count": 1402, "mean": 0.032342, "median": 0.021279, "std": 0.030244, "sem": 0.000808, "min": 0.000428, "max": 0.342141, "recall-0.025": 0.56391, "recall-0.05": 0.780588, "recall-0.1": 0.920711, "recall-0.15": 0.950786, "recall-0.25": 0.956938, "recall-0.5": 0.958305, "num_labels": 1463 }, "wrist_left": { "count": 1373, "mean": 0.051874, "median": 0.024395, "std": 0.059837, "sem": 0.001615, "min": 0.001206, "max": 0.340712, "recall-0.025": 0.488842, "recall-0.05": 0.641562, "recall-0.1": 0.806834, "recall-0.15": 0.874477, "recall-0.25": 0.942817, "recall-0.5": 0.957462, "num_labels": 1434 }, "wrist_right": { "count": 1396, "mean": 0.049694, "median": 0.02661, "std": 0.058498, "sem": 0.001566, "min": 0.001929, "max": 0.375413, "recall-0.025": 0.453984, "recall-0.05": 0.666209, "recall-0.1": 0.842033, "recall-0.15": 0.895604, "recall-0.25": 0.932692, "recall-0.5": 0.958791, "num_labels": 1456 }, "hip_left": { "count": 1402, "mean": 0.043063, "median": 0.038979, "std": 0.02301, "sem": 0.000615, "min": 0.001923, "max": 0.15372, "recall-0.025": 0.195904, "recall-0.05": 0.668259, "recall-0.1": 0.930375, "recall-0.15": 0.956314, "recall-0.25": 0.956997, "recall-0.5": 0.956997, "num_labels": 1465 }, "hip_right": { "count": 1403, "mean": 0.054918, "median": 0.048988, "std": 0.035081, "sem": 0.000937, "min": 0.002571, "max": 0.281736, "recall-0.025": 0.135744, "recall-0.05": 0.489768, "recall-0.1": 0.885402, "recall-0.15": 0.932469, "recall-0.25": 0.956344, "recall-0.5": 0.957026, "num_labels": 1466 }, "knee_left": { "count": 1394, "mean": 0.066411, "median": 0.043228, "std": 0.0712, "sem": 0.001908, "min": 0.0016, "max": 0.474447, "recall-0.025": 0.167918, "recall-0.05": 0.582253, "recall-0.1": 0.806826, "recall-0.15": 0.863481, "recall-0.25": 0.913311, "recall-0.5": 0.951536, "num_labels": 1465 }, "knee_right": { "count": 1390, "mean": 0.064025, "median": 0.045079, "std": 0.06815, "sem": 0.001829, "min": 0.002394, "max": 0.435617, "recall-0.025": 0.163125, "recall-0.05": 0.557231, "recall-0.1": 0.843043, "recall-0.15": 0.877999, "recall-0.25": 0.91501, "recall-0.5": 0.952707, "num_labels": 1459 }, "ankle_left": { "count": 1328, "mean": 0.140766, "median": 0.096842, "std": 0.126984, "sem": 0.003486, "min": 0.002104, "max": 0.498865, "recall-0.025": 0.152427, "recall-0.05": 0.317157, "recall-0.1": 0.460697, "recall-0.15": 0.558442, "recall-0.25": 0.735475, "recall-0.5": 0.907724, "num_labels": 1463 }, "ankle_right": { "count": 1312, "mean": 0.130733, "median": 0.077564, "std": 0.126281, "sem": 0.003488, "min": 0.002012, "max": 0.498237, "recall-0.025": 0.157534, "recall-0.05": 0.34726, "recall-0.1": 0.499315, "recall-0.15": 0.606164, "recall-0.25": 0.733562, "recall-0.5": 0.89863, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.37683, "recall-0.05": 0.65313, "recall-0.1": 0.82643, "recall-0.15": 0.87162, "recall-0.25": 0.91285, "recall-0.5": 0.94813 } } { "total_parts": 20444, "correct_parts": 18687, "pcp": 0.914058 } ``` ##### 10 cameras ```json { "img_loading": 0.0938519, "avg_time_2d": 0.0351542, "avg_time_3d": 0.00160105, "fps": 27.207 } { "triangulator_calls": 420, "init_time": 2.12339e-05, "undistort_time": 5.66752e-05, "project_time": 4.33116e-05, "match_time": 4.12432e-05, "pairs_time": 0.000237952, "pair_scoring_time": 0.00047295, "grouping_time": 0.000109872, "full_time": 0.000342713, "merge_time": 0.000102684, "post_time": 1.47744e-05, "convert_time": 1.0558e-06, "total_time": 0.00144481 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1497, "considered_empty": 0, "valid_preds": 1464, "invalid_preds": 33, "missing": 2, "invalid_fraction": 0.02204, "precision": 0.97796, "recall": 0.99864, "f1": 0.98819, "non_empty": 1497 }, "mpjpe": { "count": 1464, "mean": 0.027977, "median": 0.024349, "std": 0.012232, "sem": 0.00032, "min": 0.009035, "max": 0.095758, "recall-0.025": 0.528649, "recall-0.05": 0.917462, "recall-0.1": 0.998636, "recall-0.15": 0.998636, "recall-0.25": 0.998636, "recall-0.5": 0.998636, "num_labels": 1466, "ap-0.025": 0.396078, "ap-0.05": 0.885685, "ap-0.1": 0.987468, "ap-0.15": 0.987468, "ap-0.25": 0.987468, "ap-0.5": 0.987468 }, "nose": { "count": 1461, "mean": 0.011185, "median": 0.009736, "std": 0.007763, "sem": 0.000203, "min": 0.00125, "max": 0.098244, "recall-0.025": 0.971292, "recall-0.05": 0.989747, "recall-0.1": 0.998633, "recall-0.15": 0.998633, "recall-0.25": 0.998633, "recall-0.5": 0.998633, "num_labels": 1463 }, "shoulder_left": { "count": 1464, "mean": 0.013067, "median": 0.011256, "std": 0.007924, "sem": 0.000207, "min": 0.001264, "max": 0.075768, "recall-0.025": 0.924966, "recall-0.05": 0.995225, "recall-0.1": 0.998636, "recall-0.15": 0.998636, "recall-0.25": 0.998636, "recall-0.5": 0.998636, "num_labels": 1466 }, "shoulder_right": { "count": 1463, "mean": 0.014016, "median": 0.012312, "std": 0.008179, "sem": 0.000214, "min": 0.000643, "max": 0.070624, "recall-0.025": 0.907167, "recall-0.05": 0.993857, "recall-0.1": 0.998635, "recall-0.15": 0.998635, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "elbow_left": { "count": 1463, "mean": 0.018468, "median": 0.015316, "std": 0.012692, "sem": 0.000332, "min": 0.000283, "max": 0.094007, "recall-0.025": 0.806826, "recall-0.05": 0.967918, "recall-0.1": 0.998635, "recall-0.15": 0.998635, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "elbow_right": { "count": 1461, "mean": 0.016885, "median": 0.014355, "std": 0.013542, "sem": 0.000354, "min": 0.001275, "max": 0.232692, "recall-0.025": 0.879016, "recall-0.05": 0.972659, "recall-0.1": 0.995899, "recall-0.15": 0.997266, "recall-0.25": 0.998633, "recall-0.5": 0.998633, "num_labels": 1463 }, "wrist_left": { "count": 1432, "mean": 0.018011, "median": 0.012744, "std": 0.020153, "sem": 0.000533, "min": 0.001115, "max": 0.232062, "recall-0.025": 0.837517, "recall-0.05": 0.958856, "recall-0.1": 0.984658, "recall-0.15": 0.991632, "recall-0.25": 0.998605, "recall-0.5": 0.998605, "num_labels": 1434 }, "wrist_right": { "count": 1455, "mean": 0.017354, "median": 0.01247, "std": 0.019316, "sem": 0.000507, "min": 0.00072, "max": 0.23279, "recall-0.025": 0.837912, "recall-0.05": 0.963599, "recall-0.1": 0.988324, "recall-0.15": 0.995192, "recall-0.25": 0.999313, "recall-0.5": 0.999313, "num_labels": 1456 }, "hip_left": { "count": 1463, "mean": 0.02801, "median": 0.025841, "std": 0.015721, "sem": 0.000411, "min": 0.001876, "max": 0.133923, "recall-0.025": 0.47099, "recall-0.05": 0.934471, "recall-0.1": 0.992491, "recall-0.15": 0.998635, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "hip_right": { "count": 1464, "mean": 0.027902, "median": 0.025596, "std": 0.013182, "sem": 0.000345, "min": 0.003554, "max": 0.128252, "recall-0.025": 0.483629, "recall-0.05": 0.939291, "recall-0.1": 0.997954, "recall-0.15": 0.998636, "recall-0.25": 0.998636, "recall-0.5": 0.998636, "num_labels": 1466 }, "knee_left": { "count": 1463, "mean": 0.030968, "median": 0.026089, "std": 0.019464, "sem": 0.000509, "min": 0.001698, "max": 0.16806, "recall-0.025": 0.477133, "recall-0.05": 0.871672, "recall-0.1": 0.985666, "recall-0.15": 0.997952, "recall-0.25": 0.998635, "recall-0.5": 0.998635, "num_labels": 1465 }, "knee_right": { "count": 1457, "mean": 0.032823, "median": 0.02726, "std": 0.022053, "sem": 0.000578, "min": 0.001339, "max": 0.215898, "recall-0.025": 0.442084, "recall-0.05": 0.853324, "recall-0.1": 0.980123, "recall-0.15": 0.994517, "recall-0.25": 0.998629, "recall-0.5": 0.998629, "num_labels": 1459 }, "ankle_left": { "count": 1460, "mean": 0.067322, "median": 0.03849, "std": 0.07182, "sem": 0.00188, "min": 0.001371, "max": 0.417806, "recall-0.025": 0.326042, "recall-0.05": 0.591251, "recall-0.1": 0.790841, "recall-0.15": 0.883117, "recall-0.25": 0.958305, "recall-0.5": 0.997949, "num_labels": 1463 }, "ankle_right": { "count": 1456, "mean": 0.06629, "median": 0.034563, "std": 0.07873, "sem": 0.002064, "min": 0.003442, "max": 0.474557, "recall-0.025": 0.355479, "recall-0.05": 0.637671, "recall-0.1": 0.808904, "recall-0.15": 0.879452, "recall-0.25": 0.939726, "recall-0.5": 0.99726, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.67025, "recall-0.05": 0.89726, "recall-0.1": 0.96277, "recall-0.15": 0.97915, "recall-0.25": 0.99084, "recall-0.5": 0.99826 } } { "total_parts": 20444, "correct_parts": 20315, "pcp": 0.99369 } ``` ### IkeaAsm (duration 00:01:45) ```json { "img_loading": 0.0344611, "avg_time_2d": 0.00953275, "avg_time_3d": 0.000323431, "fps": 101.459 } { "triangulator_calls": 479, "init_time": 7.38619e-06, "undistort_time": 3.1936e-05, "project_time": 1.49755e-05, "match_time": 7.76543e-06, "pairs_time": 2.72468e-05, "pair_scoring_time": 9.91243e-05, "grouping_time": 7.22699e-06, "full_time": 7.54184e-05, "merge_time": 2.13551e-05, "post_time": 7.55247e-06, "convert_time": 3.34923e-07, "total_time": 0.000300667 } { "person_nums": { "total_frames": 479, "total_labels": 479, "total_preds": 624, "considered_empty": 0, "valid_preds": 448, "invalid_preds": 176, "missing": 31, "invalid_fraction": 0.28205, "precision": 0.71795, "recall": 0.93528, "f1": 0.81233, "non_empty": 624 }, "mpjpe": { "count": 448, "mean": 0.073634, "median": 0.058564, "std": 0.045358, "sem": 0.002145, "min": 0.018272, "max": 0.358204, "recall-0.025": 0.035491, "recall-0.05": 0.373695, "recall-0.1": 0.73904, "recall-0.15": 0.874739, "recall-0.25": 0.929019, "recall-0.5": 0.935282, "num_labels": 479, "ap-0.025": 0.001477, "ap-0.05": 0.140832, "ap-0.1": 0.526486, "ap-0.15": 0.717311, "ap-0.25": 0.811155, "ap-0.5": 0.821431 }, "head": { "count": 426, "mean": 0.033063, "median": 0.029505, "std": 0.016925, "sem": 0.000821, "min": 0.001407, "max": 0.122162, "recall-0.025": 0.34292, "recall-0.05": 0.803097, "recall-0.1": 0.938053, "recall-0.15": 0.942478, "recall-0.25": 0.942478, "recall-0.5": 0.942478, "num_labels": 452 }, "shoulder_left": { "count": 425, "mean": 0.040635, "median": 0.03504, "std": 0.019085, "sem": 0.000927, "min": 0.012837, "max": 0.152482, "recall-0.025": 0.110132, "recall-0.05": 0.73348, "recall-0.1": 0.9163, "recall-0.15": 0.931718, "recall-0.25": 0.936123, "recall-0.5": 0.936123, "num_labels": 454 }, "shoulder_right": { "count": 437, "mean": 0.029153, "median": 0.027516, "std": 0.010824, "sem": 0.000518, "min": 0.007706, "max": 0.093695, "recall-0.025": 0.359743, "recall-0.05": 0.892934, "recall-0.1": 0.93576, "recall-0.15": 0.93576, "recall-0.25": 0.93576, "recall-0.5": 0.93576, "num_labels": 467 }, "elbow_left": { "count": 414, "mean": 0.03124, "median": 0.023092, "std": 0.025804, "sem": 0.00127, "min": 0.002105, "max": 0.191459, "recall-0.025": 0.510297, "recall-0.05": 0.805492, "recall-0.1": 0.91762, "recall-0.15": 0.942792, "recall-0.25": 0.947368, "recall-0.5": 0.947368, "num_labels": 437 }, "elbow_right": { "count": 417, "mean": 0.026014, "median": 0.022466, "std": 0.017615, "sem": 0.000864, "min": 0.002121, "max": 0.195654, "recall-0.025": 0.546485, "recall-0.05": 0.875283, "recall-0.1": 0.941043, "recall-0.15": 0.943311, "recall-0.25": 0.945578, "recall-0.5": 0.945578, "num_labels": 441 }, "wrist_left": { "count": 409, "mean": 0.031872, "median": 0.025008, "std": 0.025963, "sem": 0.001285, "min": 0.003651, "max": 0.224688, "recall-0.025": 0.465596, "recall-0.05": 0.811927, "recall-0.1": 0.915138, "recall-0.15": 0.926606, "recall-0.25": 0.938073, "recall-0.5": 0.938073, "num_labels": 436 }, "wrist_right": { "count": 418, "mean": 0.028542, "median": 0.022768, "std": 0.031317, "sem": 0.001534, "min": 0.002616, "max": 0.325529, "recall-0.025": 0.517937, "recall-0.05": 0.869955, "recall-0.1": 0.912556, "recall-0.15": 0.921525, "recall-0.25": 0.932735, "recall-0.5": 0.93722, "num_labels": 446 }, "hip_left": { "count": 299, "mean": 0.097803, "median": 0.090837, "std": 0.032958, "sem": 0.001909, "min": 0.027738, "max": 0.286907, "recall-0.025": 0.0, "recall-0.05": 0.015924, "recall-0.1": 0.621019, "recall-0.15": 0.898089, "recall-0.25": 0.94586, "recall-0.5": 0.952229, "num_labels": 314 }, "hip_right": { "count": 245, "mean": 0.086342, "median": 0.080503, "std": 0.032757, "sem": 0.002097, "min": 0.02066, "max": 0.325354, "recall-0.025": 0.015385, "recall-0.05": 0.073077, "recall-0.1": 0.711538, "recall-0.15": 0.911538, "recall-0.25": 0.938462, "recall-0.5": 0.942308, "num_labels": 260 }, "knee_left": { "count": 248, "mean": 0.126789, "median": 0.087324, "std": 0.102242, "sem": 0.006505, "min": 0.009913, "max": 0.495269, "recall-0.025": 0.028986, "recall-0.05": 0.152174, "recall-0.1": 0.5, "recall-0.15": 0.648551, "recall-0.25": 0.786232, "recall-0.5": 0.898551, "num_labels": 276 }, "knee_right": { "count": 190, "mean": 0.114287, "median": 0.078438, "std": 0.101993, "sem": 0.007419, "min": 0.012367, "max": 0.492478, "recall-0.025": 0.032558, "recall-0.05": 0.232558, "recall-0.1": 0.548837, "recall-0.15": 0.716279, "recall-0.25": 0.786047, "recall-0.5": 0.883721, "num_labels": 215 }, "ankle_left": { "count": 74, "mean": 0.355432, "median": 0.39176, "std": 0.112462, "sem": 0.013163, "min": 0.035701, "max": 0.495254, "recall-0.025": 0.0, "recall-0.05": 0.007576, "recall-0.1": 0.022727, "recall-0.15": 0.030303, "recall-0.25": 0.106061, "recall-0.5": 0.560606, "num_labels": 132 }, "ankle_right": { "count": 67, "mean": 0.359693, "median": 0.398169, "std": 0.110655, "sem": 0.013621, "min": 0.048908, "max": 0.488814, "recall-0.025": 0.0, "recall-0.05": 0.007874, "recall-0.1": 0.015748, "recall-0.15": 0.03937, "recall-0.25": 0.07874, "recall-0.5": 0.527559, "num_labels": 127 }, "joint_recalls": { "num_labels": 4457, "recall-0.025": 0.28764, "recall-0.05": 0.60691, "recall-0.1": 0.79201, "recall-0.15": 0.84878, "recall-0.25": 0.87234, "recall-0.5": 0.91115 } } { "total_parts": 4313, "correct_parts": 3842, "pcp": 0.890795 } ``` ### CHI3D ```json { "img_loading": 0.0176151, "avg_time_2d": 0.0107914, "avg_time_3d": 0.000342561, "fps": 89.8157 } { "triangulator_calls": 390, "init_time": 9.65531e-06, "undistort_time": 3.25815e-05, "project_time": 4.59713e-05, "match_time": 3.26736e-05, "pairs_time": 2.17737e-05, "pair_scoring_time": 7.04844e-05, "grouping_time": 4.21208e-06, "full_time": 6.86263e-05, "merge_time": 1.24562e-05, "post_time": 8.79827e-06, "convert_time": 5.53377e-07, "total_time": 0.000308221 } { "person_nums": { "total_frames": 390, "total_labels": 780, "total_preds": 778, "considered_empty": 0, "valid_preds": 778, "invalid_preds": 0, "missing": 2, "invalid_fraction": 0.0, "precision": 1.0, "recall": 0.99744, "f1": 0.99872, "non_empty": 778 }, "mpjpe": { "count": 778, "mean": 0.060651, "median": 0.057532, "std": 0.014366, "sem": 0.000515, "min": 0.043799, "max": 0.211087, "recall-0.025": 0.0, "recall-0.05": 0.038462, "recall-0.1": 0.985897, "recall-0.15": 0.991026, "recall-0.25": 0.997436, "recall-0.5": 0.997436, "num_labels": 780, "ap-0.025": 0.0, "ap-0.05": 0.002263, "ap-0.1": 0.985456, "ap-0.15": 0.990813, "ap-0.25": 0.997436, "ap-0.5": 0.997436 }, "head": { "count": 778, "mean": 0.039428, "median": 0.028694, "std": 0.047789, "sem": 0.001714, "min": 0.001819, "max": 0.402359, "recall-0.025": 0.415385, "recall-0.05": 0.838462, "recall-0.1": 0.95641, "recall-0.15": 0.962821, "recall-0.25": 0.978205, "recall-0.5": 0.997436, "num_labels": 780 }, "shoulder_left": { "count": 778, "mean": 0.062523, "median": 0.064561, "std": 0.02167, "sem": 0.000777, "min": 0.009196, "max": 0.164778, "recall-0.025": 0.017949, "recall-0.05": 0.317949, "recall-0.1": 0.960256, "recall-0.15": 0.994872, "recall-0.25": 0.997436, "recall-0.5": 0.997436, "num_labels": 780 }, "shoulder_right": { "count": 778, "mean": 0.066445, "median": 0.06496, "std": 0.018704, "sem": 0.000671, "min": 0.014633, "max": 0.158232, "recall-0.025": 0.011538, "recall-0.05": 0.173077, "recall-0.1": 0.951282, "recall-0.15": 0.996154, "recall-0.25": 0.997436, "recall-0.5": 0.997436, "num_labels": 780 }, "elbow_left": { "count": 776, "mean": 0.057087, "median": 0.048031, "std": 0.038097, "sem": 0.001368, "min": 0.016045, "max": 0.472891, "recall-0.025": 0.019231, "recall-0.05": 0.547436, "recall-0.1": 0.942308, "recall-0.15": 0.970513, "recall-0.25": 0.985897, "recall-0.5": 0.994872, "num_labels": 780 }, "elbow_right": { "count": 778, "mean": 0.064043, "median": 0.062009, "std": 0.022522, "sem": 0.000808, "min": 0.024925, "max": 0.220925, "recall-0.025": 0.001282, "recall-0.05": 0.25641, "recall-0.1": 0.939744, "recall-0.15": 0.985897, "recall-0.25": 0.997436, "recall-0.5": 0.997436, "num_labels": 780 }, "wrist_left": { "count": 773, "mean": 0.050249, "median": 0.044156, "std": 0.039001, "sem": 0.001404, "min": 0.006546, "max": 0.446204, "recall-0.025": 0.130769, "recall-0.05": 0.641026, "recall-0.1": 0.94359, "recall-0.15": 0.975641, "recall-0.25": 0.983333, "recall-0.5": 0.991026, "num_labels": 780 }, "wrist_right": { "count": 773, "mean": 0.066871, "median": 0.065456, "std": 0.034398, "sem": 0.001238, "min": 0.017043, "max": 0.27456, "recall-0.025": 0.016667, "recall-0.05": 0.321795, "recall-0.1": 0.916667, "recall-0.15": 0.95641, "recall-0.25": 0.988462, "recall-0.5": 0.991026, "num_labels": 780 }, "hip_left": { "count": 778, "mean": 0.08223, "median": 0.082017, "std": 0.020177, "sem": 0.000724, "min": 0.032488, "max": 0.141433, "recall-0.025": 0.0, "recall-0.05": 0.05, "recall-0.1": 0.812821, "recall-0.15": 0.997436, "recall-0.25": 0.997436, "recall-0.5": 0.997436, "num_labels": 780 }, "hip_right": { "count": 778, "mean": 0.105373, "median": 0.103352, "std": 0.018382, "sem": 0.000659, "min": 0.064033, "max": 0.170785, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.426923, "recall-0.15": 0.983333, "recall-0.25": 0.997436, "recall-0.5": 0.997436, "num_labels": 780 }, "knee_left": { "count": 778, "mean": 0.047571, "median": 0.045944, "std": 0.019952, "sem": 0.000716, "min": 0.009531, "max": 0.19946, "recall-0.025": 0.066667, "recall-0.05": 0.630769, "recall-0.1": 0.95641, "recall-0.15": 0.992308, "recall-0.25": 0.997436, "recall-0.5": 0.997436, "num_labels": 780 }, "knee_right": { "count": 778, "mean": 0.051757, "median": 0.049217, "std": 0.018586, "sem": 0.000667, "min": 0.013105, "max": 0.129718, "recall-0.025": 0.038462, "recall-0.05": 0.517949, "recall-0.1": 0.982051, "recall-0.15": 0.997436, "recall-0.25": 0.997436, "recall-0.5": 0.997436, "num_labels": 780 }, "ankle_left": { "count": 778, "mean": 0.050151, "median": 0.046458, "std": 0.019357, "sem": 0.000694, "min": 0.014938, "max": 0.356985, "recall-0.025": 0.00641, "recall-0.05": 0.624359, "recall-0.1": 0.980769, "recall-0.15": 0.99359, "recall-0.25": 0.996154, "recall-0.5": 0.997436, "num_labels": 780 }, "ankle_right": { "count": 778, "mean": 0.034315, "median": 0.03, "std": 0.01601, "sem": 0.000574, "min": 0.007529, "max": 0.174907, "recall-0.025": 0.30641, "recall-0.05": 0.871795, "recall-0.1": 0.994872, "recall-0.15": 0.996154, "recall-0.25": 0.997436, "recall-0.5": 0.997436, "num_labels": 780 }, "joint_recalls": { "num_labels": 10140, "recall-0.025": 0.0788, "recall-0.05": 0.44527, "recall-0.1": 0.90424, "recall-0.15": 0.98442, "recall-0.25": 0.9929, "recall-0.5": 0.99625 } } { "total_parts": 10920, "correct_parts": 10732, "pcp": 0.982784 } ``` ### Tsinghua (duration 00:01:51) ```json { "img_loading": 0.11519, "avg_time_2d": 0.02242, "avg_time_3d": 0.000709872, "fps": 43.2342 } { "triangulator_calls": 210, "init_time": 2.42084e-05, "undistort_time": 5.73803e-05, "project_time": 9.24543e-05, "match_time": 2.96386e-05, "pairs_time": 4.16679e-05, "pair_scoring_time": 0.000142996, "grouping_time": 1.74689e-05, "full_time": 0.00013949, "merge_time": 4.4468e-05, "post_time": 1.25952e-05, "convert_time": 7.26095e-07, "total_time": 0.000604989 } { "person_nums": { "total_frames": 210, "total_labels": 630, "total_preds": 634, "considered_empty": 0, "valid_preds": 630, "invalid_preds": 4, "missing": 0, "invalid_fraction": 0.00631, "precision": 0.99369, "recall": 1.0, "f1": 0.99684, "non_empty": 634 }, "mpjpe": { "count": 630, "mean": 0.053698, "median": 0.04945, "std": 0.01781, "sem": 0.00071, "min": 0.03062, "max": 0.139821, "recall-0.025": 0.0, "recall-0.05": 0.519048, "recall-0.1": 0.952381, "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": 0.31577, "ap-0.1": 0.92598, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 598, "mean": 0.040135, "median": 0.03822, "std": 0.014776, "sem": 0.000605, "min": 0.012881, "max": 0.21013, "recall-0.025": 0.09699, "recall-0.05": 0.807692, "recall-0.1": 0.998328, "recall-0.15": 0.998328, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 598 }, "shoulder_left": { "count": 630, "mean": 0.059991, "median": 0.057177, "std": 0.018216, "sem": 0.000726, "min": 0.021832, "max": 0.144121, "recall-0.025": 0.006349, "recall-0.05": 0.312698, "recall-0.1": 0.979365, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "shoulder_right": { "count": 630, "mean": 0.06166, "median": 0.060351, "std": 0.019913, "sem": 0.000794, "min": 0.016682, "max": 0.128162, "recall-0.025": 0.006349, "recall-0.05": 0.330159, "recall-0.1": 0.957143, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_left": { "count": 630, "mean": 0.051006, "median": 0.048394, "std": 0.020802, "sem": 0.000829, "min": 0.005516, "max": 0.153709, "recall-0.025": 0.063492, "recall-0.05": 0.544444, "recall-0.1": 0.979365, "recall-0.15": 0.998413, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_right": { "count": 629, "mean": 0.053313, "median": 0.047919, "std": 0.030263, "sem": 0.001208, "min": 0.005325, "max": 0.208545, "recall-0.025": 0.101749, "recall-0.05": 0.564388, "recall-0.1": 0.930048, "recall-0.15": 0.976153, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "wrist_left": { "count": 630, "mean": 0.047654, "median": 0.041634, "std": 0.028172, "sem": 0.001123, "min": 0.003765, "max": 0.360162, "recall-0.025": 0.146032, "recall-0.05": 0.652381, "recall-0.1": 0.95873, "recall-0.15": 0.993651, "recall-0.25": 0.998413, "recall-0.5": 1.0, "num_labels": 630 }, "wrist_right": { "count": 625, "mean": 0.054221, "median": 0.049054, "std": 0.026883, "sem": 0.001076, "min": 0.005147, "max": 0.223562, "recall-0.025": 0.0688, "recall-0.05": 0.5136, "recall-0.1": 0.9456, "recall-0.15": 0.992, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 625 }, "hip_left": { "count": 630, "mean": 0.052683, "median": 0.049983, "std": 0.020903, "sem": 0.000833, "min": 0.00343, "max": 0.144946, "recall-0.025": 0.066667, "recall-0.05": 0.5, "recall-0.1": 0.974603, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "hip_right": { "count": 629, "mean": 0.051956, "median": 0.050087, "std": 0.023673, "sem": 0.000945, "min": 0.008959, "max": 0.129697, "recall-0.025": 0.127186, "recall-0.05": 0.499205, "recall-0.1": 0.957075, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "knee_left": { "count": 628, "mean": 0.048094, "median": 0.036112, "std": 0.046362, "sem": 0.001852, "min": 0.007866, "max": 0.36904, "recall-0.025": 0.221338, "recall-0.05": 0.699045, "recall-0.1": 0.944268, "recall-0.15": 0.964968, "recall-0.25": 0.984076, "recall-0.5": 1.0, "num_labels": 628 }, "knee_right": { "count": 629, "mean": 0.054593, "median": 0.037599, "std": 0.072283, "sem": 0.002884, "min": 0.003544, "max": 0.495805, "recall-0.025": 0.220986, "recall-0.05": 0.717011, "recall-0.1": 0.941176, "recall-0.15": 0.952305, "recall-0.25": 0.955485, "recall-0.5": 1.0, "num_labels": 629 }, "ankle_left": { "count": 619, "mean": 0.057614, "median": 0.042801, "std": 0.071283, "sem": 0.002867, "min": 0.007807, "max": 0.498982, "recall-0.025": 0.098546, "recall-0.05": 0.670436, "recall-0.1": 0.954766, "recall-0.15": 0.959612, "recall-0.25": 0.966074, "recall-0.5": 1.0, "num_labels": 619 }, "ankle_right": { "count": 602, "mean": 0.047174, "median": 0.041296, "std": 0.044696, "sem": 0.001823, "min": 0.004454, "max": 0.45417, "recall-0.025": 0.167203, "recall-0.05": 0.680064, "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": 0.10641, "recall-0.05": 0.57412, "recall-0.1": 0.95768, "recall-0.15": 0.98315, "recall-0.25": 0.98893, "recall-0.5": 0.99754 } } { "total_parts": 8725, "correct_parts": 8594, "pcp": 0.984986 } ``` ### H3WB ##### default joints ```json { "img_loading": 0.025214, "avg_time_2d": 0.00950811, "avg_time_3d": 0.00021913, "fps": 102.804 } { "triangulator_calls": 200, "init_time": 5.99025e-06, "undistort_time": 2.27649e-05, "project_time": 1.12445e-07, "match_time": 1.9545e-08, "pairs_time": 2.72147e-05, "pair_scoring_time": 6.61373e-05, "grouping_time": 2.08321e-06, "full_time": 5.10526e-05, "merge_time": 9.94497e-06, "post_time": 6.72841e-06, "convert_time": 3.18425e-07, "total_time": 0.000192693 } { "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": 0.023445, "median": 0.021441, "std": 0.010275, "sem": 0.000728, "min": 0.011617, "max": 0.094957, "recall-0.025": 0.68, "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": 0.596354, "ap-0.05": 0.984233, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.038215, "median": 0.030569, "std": 0.029657, "sem": 0.002102, "min": 0.004055, "max": 0.237489, "recall-0.025": 0.41, "recall-0.05": 0.78, "recall-0.1": 0.97, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.018323, "median": 0.015874, "std": 0.010933, "sem": 0.000775, "min": 0.003173, "max": 0.070729, "recall-0.025": 0.805, "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": 0.022312, "median": 0.019204, "std": 0.012155, "sem": 0.000862, "min": 0.004463, "max": 0.079935, "recall-0.025": 0.645, "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": 0.015962, "median": 0.012786, "std": 0.012382, "sem": 0.000878, "min": 0.002178, "max": 0.092262, "recall-0.025": 0.84, "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": 0.021567, "median": 0.014333, "std": 0.021074, "sem": 0.001494, "min": 0.001858, "max": 0.128984, "recall-0.025": 0.735, "recall-0.05": 0.92, "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": 0.025478, "median": 0.018494, "std": 0.030458, "sem": 0.002159, "min": 0.002119, "max": 0.286108, "recall-0.025": 0.675, "recall-0.05": 0.905, "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": 0.029248, "median": 0.022354, "std": 0.023042, "sem": 0.001633, "min": 0.001256, "max": 0.120296, "recall-0.025": 0.53, "recall-0.05": 0.85, "recall-0.1": 0.985, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.030966, "median": 0.0289, "std": 0.016515, "sem": 0.001171, "min": 0.003493, "max": 0.101114, "recall-0.025": 0.42, "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 }, "hip_right": { "count": 200, "mean": 0.030186, "median": 0.027708, "std": 0.013954, "sem": 0.000989, "min": 0.002976, "max": 0.079377, "recall-0.025": 0.42, "recall-0.05": 0.9, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_left": { "count": 200, "mean": 0.019946, "median": 0.013819, "std": 0.027137, "sem": 0.001924, "min": 0.002067, "max": 0.328088, "recall-0.025": 0.79, "recall-0.05": 0.965, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { "count": 200, "mean": 0.018247, "median": 0.013514, "std": 0.031416, "sem": 0.002227, "min": 0.001276, "max": 0.430823, "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": 0.015601, "median": 0.010529, "std": 0.026079, "sem": 0.001849, "min": 0.002532, "max": 0.330812, "recall-0.025": 0.905, "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": 0.016234, "median": 0.010562, "std": 0.028279, "sem": 0.00201, "min": 0.000574, "max": 0.348576, "recall-0.025": 0.88, "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": 0.68538, "recall-0.05": 0.92538, "recall-0.1": 0.99077, "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": 0.0255148, "avg_time_2d": 0.0204476, "avg_time_3d": 0.000515689, "fps": 47.7024 } { "triangulator_calls": 200, "init_time": 6.84512e-06, "undistort_time": 7.61709e-05, "project_time": 9.2115e-08, "match_time": 2.27e-08, "pairs_time": 9.36457e-05, "pair_scoring_time": 5.65214e-05, "grouping_time": 2.41244e-06, "full_time": 0.000188336, "merge_time": 2.92458e-05, "post_time": 2.04609e-05, "convert_time": 2.40201e-06, "total_time": 0.000476562 } { "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": 0.046133, "median": 0.041224, "std": 0.017652, "sem": 0.001251, "min": 0.020419, "max": 0.107285, "recall-0.025": 0.025, "recall-0.05": 0.675, "recall-0.1": 0.985, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, "ap-0.025": 0.007853, "ap-0.05": 0.598471, "ap-0.1": 0.980717, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.047615, "median": 0.03991, "std": 0.032391, "sem": 0.002296, "min": 0.004022, "max": 0.161321, "recall-0.025": 0.3, "recall-0.05": 0.625, "recall-0.1": 0.895, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, 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"head": { "count": 200, "mean": 0.034609, "median": 0.030755, "std": 0.02119, "sem": 0.001502, "min": 0.006602, "max": 0.139126, "recall-0.025": 0.405, "recall-0.05": 0.81, "recall-0.1": 0.985, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "body_errors": { "body": { "count": 5193, "mean": 0.030309, "median": 0.023375, "std": 0.028022, "sem": 0.001988, "min": 0.003005, "max": 0.232333, "num_labels": 5200 }, "face": { "count": 13597, "mean": 0.048297, "median": 0.040124, "std": 0.032094, "sem": 0.002275, "min": 0.00533, "max": 0.221487, "num_labels": 13600 }, "hand": { "count": 8379, "mean": 0.05042, "median": 0.027782, "std": 0.063705, "sem": 0.004521, "min": 0.002514, "max": 0.396855, "num_labels": 8400 } }, "joint_recalls": { "num_labels": 27200, "recall-0.025": 0.39956, "recall-0.05": 0.70419, "recall-0.1": 0.91092, "recall-0.15": 0.96353, "recall-0.25": 0.98897, "recall-0.5": 0.99886 } } { "total_parts": 2800, "correct_parts": 2784, "pcp": 0.994286 } ``` ### EgoHumans ##### tagging ```json { "img_loading": 0.355583, "avg_time_2d": 0.0431233, "avg_time_3d": 0.00106838, "fps": 22.6287 } { "triangulator_calls": 100, "init_time": 2.21636e-05, "undistort_time": 4.62624e-05, "project_time": 4.56636e-05, "match_time": 3.95647e-05, "pairs_time": 0.000173316, "pair_scoring_time": 0.000243472, "grouping_time": 3.82703e-05, "full_time": 0.000201829, "merge_time": 3.09686e-05, "post_time": 1.53646e-05, "convert_time": 8.2274e-07, "total_time": 0.00085806 } { "person_nums": { "total_frames": 100, "total_labels": 400, "total_preds": 393, "considered_empty": 0, "valid_preds": 370, "invalid_preds": 23, "missing": 30, "invalid_fraction": 0.05852, "precision": 0.94148, "recall": 0.925, "f1": 0.93317, "non_empty": 393 }, "mpjpe": { "count": 370, "mean": 0.042438, "median": 0.031612, "std": 0.039126, "sem": 0.002037, "min": 0.014962, "max": 0.49254, "recall-0.025": 0.2175, "recall-0.05": 0.755, "recall-0.1": 0.88, "recall-0.15": 0.9, "recall-0.25": 0.9175, "recall-0.5": 0.925, "num_labels": 400, "ap-0.025": 0.056819, "ap-0.05": 0.676715, "ap-0.1": 0.871933, "ap-0.15": 0.897152, "ap-0.25": 0.915347, "ap-0.5": 0.92475 }, "head": { "count": 370, "mean": 0.044545, "median": 0.038124, "std": 0.031047, "sem": 0.001616, "min": 0.004023, "max": 0.286921, "recall-0.025": 0.215, "recall-0.05": 0.6275, "recall-0.1": 0.8875, "recall-0.15": 0.9175, "recall-0.25": 0.9175, "recall-0.5": 0.925, "num_labels": 400 }, "shoulder_left": { "count": 368, "mean": 0.038865, "median": 0.030624, "std": 0.034459, "sem": 0.001799, "min": 0.00277, "max": 0.445437, "recall-0.025": 0.3075, "recall-0.05": 0.71, "recall-0.1": 0.8975, "recall-0.15": 0.915, "recall-0.25": 0.915, "recall-0.5": 0.92, "num_labels": 400 }, "shoulder_right": { "count": 369, "mean": 0.03825, "median": 0.032252, "std": 0.029588, "sem": 0.001542, "min": 0.004122, "max": 0.353912, "recall-0.025": 0.2875, "recall-0.05": 0.7375, "recall-0.1": 0.9, "recall-0.15": 0.9125, "recall-0.25": 0.92, "recall-0.5": 0.9225, "num_labels": 400 }, "elbow_left": { "count": 370, "mean": 0.03125, "median": 0.024831, "std": 0.031948, "sem": 0.001663, "min": 0.002788, "max": 0.368758, "recall-0.025": 0.47, "recall-0.05": 0.8375, "recall-0.1": 0.905, "recall-0.15": 0.9175, "recall-0.25": 0.9175, "recall-0.5": 0.925, "num_labels": 400 }, "elbow_right": { "count": 369, "mean": 0.038554, "median": 0.029894, "std": 0.034739, "sem": 0.001811, "min": 0.002324, "max": 0.368977, "recall-0.025": 0.305, "recall-0.05": 0.75, "recall-0.1": 0.8925, "recall-0.15": 0.91, "recall-0.25": 0.9175, "recall-0.5": 0.9225, "num_labels": 400 }, "wrist_left": { "count": 370, "mean": 0.035456, "median": 0.025901, "std": 0.037677, "sem": 0.001961, "min": 0.001687, "max": 0.412203, "recall-0.025": 0.4475, "recall-0.05": 0.7775, "recall-0.1": 0.8825, "recall-0.15": 0.915, "recall-0.25": 0.9175, "recall-0.5": 0.925, "num_labels": 400 }, "wrist_right": { "count": 368, "mean": 0.035817, "median": 0.023534, "std": 0.038799, "sem": 0.002025, "min": 0.002255, "max": 0.260962, "recall-0.025": 0.485, "recall-0.05": 0.745, "recall-0.1": 0.8725, "recall-0.15": 0.895, "recall-0.25": 0.915, "recall-0.5": 0.92, "num_labels": 400 }, "hip_left": { "count": 369, "mean": 0.04646, "median": 0.036555, "std": 0.030832, "sem": 0.001607, "min": 0.006975, "max": 0.155772, "recall-0.025": 0.235, "recall-0.05": 0.645, "recall-0.1": 0.8475, "recall-0.15": 0.92, "recall-0.25": 0.9225, "recall-0.5": 0.9225, "num_labels": 400 }, "hip_right": { "count": 370, "mean": 0.047258, "median": 0.035853, "std": 0.036388, "sem": 0.001894, "min": 0.003514, "max": 0.266345, "recall-0.025": 0.2525, "recall-0.05": 0.63, "recall-0.1": 0.8425, "recall-0.15": 0.9, "recall-0.25": 0.9225, "recall-0.5": 0.925, "num_labels": 400 }, "knee_left": { "count": 369, "mean": 0.029597, "median": 0.024917, "std": 0.02249, "sem": 0.001172, "min": 0.002108, "max": 0.205872, "recall-0.025": 0.47, "recall-0.05": 0.8275, "recall-0.1": 0.9025, "recall-0.15": 0.92, "recall-0.25": 0.9225, "recall-0.5": 0.9225, "num_labels": 400 }, "knee_right": { "count": 366, "mean": 0.036708, "median": 0.024508, "std": 0.057091, "sem": 0.002988, "min": 0.001842, "max": 0.472539, "recall-0.025": 0.47, "recall-0.05": 0.8025, "recall-0.1": 0.8825, "recall-0.15": 0.8875, "recall-0.25": 0.895, "recall-0.5": 0.915, "num_labels": 400 }, "ankle_left": { "count": 366, "mean": 0.0349, "median": 0.025176, "std": 0.042419, "sem": 0.00222, "min": 0.002689, "max": 0.470663, "recall-0.025": 0.4475, "recall-0.05": 0.76, "recall-0.1": 0.885, "recall-0.15": 0.9, "recall-0.25": 0.9075, "recall-0.5": 0.915, "num_labels": 400 }, "ankle_right": { "count": 359, "mean": 0.047054, "median": 0.030009, "std": 0.054907, "sem": 0.002902, "min": 0.001879, "max": 0.459014, "recall-0.025": 0.38, "recall-0.05": 0.645, "recall-0.1": 0.8075, "recall-0.15": 0.855, "recall-0.25": 0.8875, "recall-0.5": 0.8975, "num_labels": 400 }, "joint_recalls": { "num_labels": 5200, "recall-0.025": 0.36692, "recall-0.05": 0.73019, "recall-0.1": 0.87731, "recall-0.15": 0.905, "recall-0.25": 0.91365, "recall-0.5": 0.91981 } } { "total_parts": 5600, "correct_parts": 5082, "pcp": 0.9075 } ``` ##### legoassemble ```json { "img_loading": 0.293628, "avg_time_2d": 0.0380729, "avg_time_3d": 0.000898847, "fps": 25.6596 } { "triangulator_calls": 121, "init_time": 2.42897e-05, "undistort_time": 5.64534e-05, "project_time": 0.000120743, "match_time": 0.000135888, "pairs_time": 5.88344e-05, "pair_scoring_time": 0.000147605, "grouping_time": 2.41091e-05, "full_time": 0.000151072, "merge_time": 2.15298e-05, "post_time": 1.11736e-05, "convert_time": 6.82818e-07, "total_time": 0.000752725 } { "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": 0.025864, "median": 0.02509, "std": 0.007202, "sem": 0.000379, "min": 0.011333, "max": 0.052262, "recall-0.025": 0.493113, "recall-0.05": 0.99449, "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": 0.268705, "ap-0.05": 0.992945, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 363, "mean": 0.028351, "median": 0.023002, "std": 0.017745, "sem": 0.000933, "min": 0.00109, "max": 0.102428, "recall-0.025": 0.5427, "recall-0.05": 0.881543, "recall-0.1": 0.997245, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "shoulder_left": { "count": 363, "mean": 0.026974, "median": 0.021616, "std": 0.020645, "sem": 0.001085, "min": 0.002899, "max": 0.151257, "recall-0.025": 0.589532, "recall-0.05": 0.903581, "recall-0.1": 0.977961, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "shoulder_right": { "count": 363, "mean": 0.023831, "median": 0.021961, "std": 0.013148, "sem": 0.000691, "min": 0.003682, "max": 0.101851, "recall-0.025": 0.595041, "recall-0.05": 0.950413, "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": 0.0224, "median": 0.019642, "std": 0.014942, "sem": 0.000785, "min": 0.001441, "max": 0.194618, "recall-0.025": 0.699725, "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": 0.018485, "median": 0.016646, "std": 0.010183, "sem": 0.000535, "min": 0.002367, "max": 0.089237, "recall-0.025": 0.807163, "recall-0.05": 0.991736, "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": 0.023291, "median": 0.018483, "std": 0.018228, "sem": 0.000958, "min": 0.00279, "max": 0.199397, "recall-0.025": 0.683196, "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": 0.019961, "median": 0.017651, "std": 0.011933, "sem": 0.000627, "min": 0.002333, "max": 0.082633, "recall-0.025": 0.754821, "recall-0.05": 0.969697, "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": 0.0315, "median": 0.026541, "std": 0.01735, "sem": 0.000912, "min": 0.00582, "max": 0.117111, "recall-0.025": 0.429752, "recall-0.05": 0.848485, "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": 0.031656, "median": 0.028944, "std": 0.016818, "sem": 0.000884, "min": 0.003451, "max": 0.127087, "recall-0.025": 0.37741, "recall-0.05": 0.889807, "recall-0.1": 0.99449, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_left": { "count": 363, "mean": 0.028395, "median": 0.02077, "std": 0.023317, "sem": 0.001226, "min": 0.001686, "max": 0.127237, "recall-0.025": 0.625344, "recall-0.05": 0.853994, "recall-0.1": 0.983471, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_right": { "count": 363, "mean": 0.023883, "median": 0.02069, "std": 0.013489, "sem": 0.000709, "min": 0.001969, "max": 0.067332, "recall-0.025": 0.600551, "recall-0.05": 0.942149, "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": 0.028256, "median": 0.021862, "std": 0.022419, "sem": 0.001178, "min": 0.002656, "max": 0.178927, "recall-0.025": 0.570248, "recall-0.05": 0.892562, "recall-0.1": 0.983471, "recall-0.15": 0.99449, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "ankle_right": { "count": 363, "mean": 0.029243, "median": 0.022264, "std": 0.027264, "sem": 0.001433, "min": 0.002649, "max": 0.263543, "recall-0.025": 0.581267, "recall-0.05": 0.867769, "recall-0.1": 0.966942, "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": 0.60331, "recall-0.05": 0.91333, "recall-0.1": 0.9894, "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": 0.304093, "avg_time_2d": 0.0439509, "avg_time_3d": 0.000983305, "fps": 22.2548 } { "triangulator_calls": 166, "init_time": 2.7709e-05, "undistort_time": 3.99917e-05, "project_time": 4.34658e-05, "match_time": 3.80508e-05, "pairs_time": 9.65424e-05, "pair_scoring_time": 0.000225816, "grouping_time": 4.48306e-05, "full_time": 0.000228385, "merge_time": 5.36043e-05, "post_time": 1.48171e-05, "convert_time": 8.45705e-07, "total_time": 0.000814405 } { "person_nums": { "total_frames": 166, "total_labels": 332, "total_preds": 663, "considered_empty": 0, "valid_preds": 332, "invalid_preds": 331, "missing": 0, "invalid_fraction": 0.49925, "precision": 0.50075, "recall": 1.0, "f1": 0.66734, "non_empty": 663 }, "mpjpe": { "count": 332, "mean": 0.024427, "median": 0.021317, "std": 0.008584, "sem": 0.000472, "min": 0.010538, "max": 0.054499, "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": 0.346267, "ap-0.05": 0.631123, "ap-0.1": 0.658305, "ap-0.15": 0.658305, "ap-0.25": 0.658305, "ap-0.5": 0.658305 }, "head": { "count": 332, "mean": 0.040337, "median": 0.040163, "std": 0.020304, "sem": 0.001116, "min": 0.003075, "max": 0.111875, "recall-0.025": 0.286145, "recall-0.05": 0.671687, "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": 0.023775, "median": 0.020362, "std": 0.013396, "sem": 0.000736, "min": 0.000947, "max": 0.084835, "recall-0.025": 0.683735, "recall-0.05": 0.948795, "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": 0.028408, "median": 0.020236, "std": 0.022924, "sem": 0.00126, "min": 0.001403, "max": 0.154435, "recall-0.025": 0.635542, "recall-0.05": 0.86747, "recall-0.1": 0.98494, "recall-0.15": 0.996988, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "elbow_left": { "count": 332, "mean": 0.019426, "median": 0.016736, "std": 0.010937, "sem": 0.000601, "min": 0.003293, "max": 0.076052, "recall-0.025": 0.759036, "recall-0.05": 0.981928, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "elbow_right": { "count": 332, "mean": 0.023359, "median": 0.019181, "std": 0.016077, "sem": 0.000884, "min": 0.001905, "max": 0.116212, "recall-0.025": 0.689759, "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": 0.020172, "median": 0.013498, "std": 0.019979, "sem": 0.001098, "min": 0.001101, "max": 0.132356, "recall-0.025": 0.762048, "recall-0.05": 0.921687, "recall-0.1": 0.981928, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "wrist_right": { "count": 332, "mean": 0.027873, "median": 0.020597, "std": 0.021358, "sem": 0.001174, "min": 0.002506, "max": 0.177327, "recall-0.025": 0.593373, "recall-0.05": 0.873494, "recall-0.1": 0.987952, "recall-0.15": 0.996988, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "hip_left": { "count": 332, "mean": 0.028991, "median": 0.024624, "std": 0.017027, "sem": 0.000936, "min": 0.003752, "max": 0.11626, "recall-0.025": 0.518072, "recall-0.05": 0.891566, "recall-0.1": 0.993976, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "hip_right": { "count": 332, "mean": 0.029231, "median": 0.026467, "std": 0.016037, "sem": 0.000881, "min": 0.001866, "max": 0.114367, "recall-0.025": 0.448795, "recall-0.05": 0.930723, "recall-0.1": 0.990964, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "knee_left": { "count": 332, "mean": 0.020695, "median": 0.01506, "std": 0.015617, "sem": 0.000858, "min": 0.000971, "max": 0.100808, "recall-0.025": 0.75, "recall-0.05": 0.927711, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "knee_right": { "count": 332, "mean": 0.019177, "median": 0.013543, "std": 0.0158, "sem": 0.000868, "min": 0.00184, "max": 0.10264, "recall-0.025": 0.753012, "recall-0.05": 0.948795, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "ankle_left": { "count": 332, "mean": 0.013724, "median": 0.011108, "std": 0.009641, "sem": 0.00053, "min": 0.001477, "max": 0.05821, "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": 0.02238, "median": 0.02023, "std": 0.013422, "sem": 0.000738, "min": 0.002722, "max": 0.107106, "recall-0.025": 0.774096, "recall-0.05": 0.960843, "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": 0.65477, "recall-0.05": 0.90987, "recall-0.1": 0.99398, "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": 0.31447, "avg_time_2d": 0.0431999, "avg_time_3d": 0.00155697, "fps": 22.343 } { "triangulator_calls": 110, "init_time": 3.07877e-05, "undistort_time": 5.98916e-05, "project_time": 5.28739e-05, "match_time": 5.06297e-05, "pairs_time": 0.000113602, "pair_scoring_time": 0.000335052, "grouping_time": 8.50341e-05, "full_time": 0.000402448, "merge_time": 0.00015252, "post_time": 1.55209e-05, "convert_time": 9.64037e-07, "total_time": 0.00129965 } { "person_nums": { "total_frames": 110, "total_labels": 330, "total_preds": 488, "considered_empty": 0, "valid_preds": 330, "invalid_preds": 158, "missing": 0, "invalid_fraction": 0.32377, "precision": 0.67623, "recall": 1.0, "f1": 0.80685, "non_empty": 488 }, "mpjpe": { "count": 330, "mean": 0.04192, "median": 0.038291, "std": 0.015465, "sem": 0.000853, "min": 0.017565, "max": 0.105601, "recall-0.025": 0.072727, "recall-0.05": 0.724242, "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": 0.00911, "ap-0.05": 0.441032, "ap-0.1": 0.698378, "ap-0.15": 0.702511, "ap-0.25": 0.702511, "ap-0.5": 0.702511 }, "head": { "count": 330, "mean": 0.048317, "median": 0.041722, "std": 0.026242, "sem": 0.001447, "min": 0.005127, "max": 0.150747, "recall-0.025": 0.166667, "recall-0.05": 0.630303, "recall-0.1": 0.942424, "recall-0.15": 0.99697, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "shoulder_left": { "count": 330, "mean": 0.046274, "median": 0.0419, "std": 0.024591, "sem": 0.001356, "min": 0.003508, "max": 0.14831, "recall-0.025": 0.166667, "recall-0.05": 0.651515, "recall-0.1": 0.963636, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "shoulder_right": { "count": 330, "mean": 0.042701, "median": 0.038002, "std": 0.023593, "sem": 0.001301, "min": 0.007067, "max": 0.125396, "recall-0.025": 0.224242, "recall-0.05": 0.739394, "recall-0.1": 0.960606, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "elbow_left": { "count": 330, "mean": 0.045826, "median": 0.040091, "std": 0.02689, "sem": 0.001483, "min": 0.005783, "max": 0.147964, "recall-0.025": 0.245455, "recall-0.05": 0.648485, "recall-0.1": 0.939394, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "elbow_right": { "count": 330, "mean": 0.044745, "median": 0.037813, "std": 0.028828, "sem": 0.001589, "min": 0.0023, "max": 0.217875, "recall-0.025": 0.254545, "recall-0.05": 0.675758, "recall-0.1": 0.942424, "recall-0.15": 0.990909, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "wrist_left": { "count": 330, "mean": 0.047865, "median": 0.039775, "std": 0.036242, "sem": 0.001998, "min": 0.004457, "max": 0.381264, "recall-0.025": 0.236364, "recall-0.05": 0.627273, "recall-0.1": 0.933333, "recall-0.15": 0.981818, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "wrist_right": { "count": 330, "mean": 0.05099, "median": 0.042267, "std": 0.037217, "sem": 0.002052, "min": 0.002875, "max": 0.429896, "recall-0.025": 0.193939, "recall-0.05": 0.615152, "recall-0.1": 0.915152, "recall-0.15": 0.990909, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "hip_left": { "count": 330, "mean": 0.043551, "median": 0.038852, "std": 0.023445, "sem": 0.001293, "min": 0.003315, "max": 0.169301, "recall-0.025": 0.215152, "recall-0.05": 0.678788, "recall-0.1": 0.975758, "recall-0.15": 0.99697, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "hip_right": { "count": 330, "mean": 0.042077, "median": 0.039143, "std": 0.023076, "sem": 0.001272, "min": 0.003587, "max": 0.129995, "recall-0.025": 0.263636, "recall-0.05": 0.660606, "recall-0.1": 0.978788, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "knee_left": { "count": 330, "mean": 0.034275, "median": 0.030405, "std": 0.020287, "sem": 0.001118, "min": 0.002201, "max": 0.123091, "recall-0.025": 0.415152, "recall-0.05": 0.79697, "recall-0.1": 0.984848, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "knee_right": { "count": 330, "mean": 0.034578, "median": 0.029041, "std": 0.020307, "sem": 0.00112, "min": 0.000919, "max": 0.112313, "recall-0.025": 0.4, "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": 0.032414, "median": 0.024561, "std": 0.024603, "sem": 0.001356, "min": 0.002702, "max": 0.176361, "recall-0.025": 0.509091, "recall-0.05": 0.827273, "recall-0.1": 0.975758, "recall-0.15": 0.993939, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "ankle_right": { "count": 330, "mean": 0.031342, "median": 0.026379, "std": 0.019688, "sem": 0.001085, "min": 0.001198, "max": 0.121823, "recall-0.025": 0.472727, "recall-0.05": 0.848485, "recall-0.1": 0.987879, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "joint_recalls": { "num_labels": 4290, "recall-0.025": 0.28834, "recall-0.05": 0.70676, "recall-0.1": 0.95921, "recall-0.15": 0.99534, "recall-0.25": 0.99953, "recall-0.5": 1.0 } } { "total_parts": 4620, "correct_parts": 4602, "pcp": 0.996104 } ``` ##### volleyball ```json { "img_loading": 0.508452, "avg_time_2d": 0.0760996, "avg_time_3d": 0.00322429, "fps": 12.6065 } { "triangulator_calls": 121, "init_time": 3.56745e-05, "undistort_time": 5.3644e-05, "project_time": 4.77939e-05, "match_time": 5.61339e-05, "pairs_time": 0.000484722, "pair_scoring_time": 0.000803123, "grouping_time": 0.000583588, "full_time": 0.000579568, "merge_time": 5.72014e-05, "post_time": 1.89032e-05, "convert_time": 9.22736e-07, "total_time": 0.00272174 } { "person_nums": { "total_frames": 121, "total_labels": 484, "total_preds": 536, "considered_empty": 0, "valid_preds": 483, "invalid_preds": 53, "missing": 1, "invalid_fraction": 0.09888, "precision": 0.90112, "recall": 0.99793, "f1": 0.94706, "non_empty": 536 }, "mpjpe": { "count": 483, "mean": 0.031516, "median": 0.028538, "std": 0.011739, "sem": 0.000535, "min": 0.015563, "max": 0.127558, "recall-0.025": 0.330579, "recall-0.05": 0.927686, "recall-0.1": 0.995868, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484, "ap-0.025": 0.115247, "ap-0.05": 0.844762, "ap-0.1": 0.968563, "ap-0.15": 0.971354, "ap-0.25": 0.971354, "ap-0.5": 0.971354 }, "head": { "count": 483, "mean": 0.030694, "median": 0.026366, "std": 0.019745, "sem": 0.000899, "min": 0.001064, "max": 0.202302, "recall-0.025": 0.47314, "recall-0.05": 0.842975, "recall-0.1": 0.995868, "recall-0.15": 0.995868, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "shoulder_left": { "count": 483, "mean": 0.030947, "median": 0.027479, "std": 0.017436, "sem": 0.000794, "min": 0.00407, "max": 0.131539, "recall-0.025": 0.446281, "recall-0.05": 0.880165, "recall-0.1": 0.993802, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "shoulder_right": { "count": 483, "mean": 0.031798, "median": 0.027649, "std": 0.020561, "sem": 0.000937, "min": 0.001719, "max": 0.115738, "recall-0.025": 0.452479, "recall-0.05": 0.828512, "recall-0.1": 0.991736, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "elbow_left": { "count": 483, "mean": 0.033283, "median": 0.028522, "std": 0.021907, "sem": 0.000998, "min": 0.004291, "max": 0.23845, "recall-0.025": 0.402893, "recall-0.05": 0.845041, "recall-0.1": 0.983471, "recall-0.15": 0.993802, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "elbow_right": { "count": 483, "mean": 0.035371, "median": 0.028024, "std": 0.029313, "sem": 0.001335, "min": 0.002054, "max": 0.410253, "recall-0.025": 0.417355, "recall-0.05": 0.826446, "recall-0.1": 0.964876, "recall-0.15": 0.991736, "recall-0.25": 0.995868, "recall-0.5": 0.997934, "num_labels": 484 }, "wrist_left": { "count": 483, "mean": 0.039253, "median": 0.032626, "std": 0.029392, "sem": 0.001339, "min": 0.003654, "max": 0.228375, "recall-0.025": 0.347107, "recall-0.05": 0.75, "recall-0.1": 0.960744, "recall-0.15": 0.985537, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "wrist_right": { "count": 482, "mean": 0.039357, "median": 0.031271, "std": 0.030682, "sem": 0.001399, "min": 0.004474, "max": 0.281444, "recall-0.025": 0.347107, "recall-0.05": 0.768595, "recall-0.1": 0.950413, "recall-0.15": 0.985537, "recall-0.25": 0.993802, "recall-0.5": 0.995868, "num_labels": 484 }, "hip_left": { "count": 483, "mean": 0.036813, "median": 0.033528, "std": 0.018317, "sem": 0.000834, "min": 0.006139, "max": 0.13759, "recall-0.025": 0.274793, "recall-0.05": 0.805785, "recall-0.1": 0.985537, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "hip_right": { "count": 483, "mean": 0.038519, "median": 0.032906, "std": 0.023899, "sem": 0.001089, "min": 0.005271, "max": 0.142461, "recall-0.025": 0.318182, "recall-0.05": 0.772727, "recall-0.1": 0.971074, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "knee_left": { "count": 483, "mean": 0.022152, "median": 0.018773, "std": 0.0149, "sem": 0.000679, "min": 0.00408, "max": 0.156551, "recall-0.025": 0.694215, "recall-0.05": 0.950413, "recall-0.1": 0.995868, "recall-0.15": 0.995868, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "knee_right": { "count": 483, "mean": 0.02488, "median": 0.020868, "std": 0.017047, "sem": 0.000776, "min": 0.003837, "max": 0.171742, "recall-0.025": 0.644628, "recall-0.05": 0.921488, "recall-0.1": 0.995868, "recall-0.15": 0.995868, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "ankle_left": { "count": 483, "mean": 0.022283, "median": 0.01801, "std": 0.016147, "sem": 0.000735, "min": 0.001408, "max": 0.181021, "recall-0.025": 0.71281, "recall-0.05": 0.950413, "recall-0.1": 0.991736, "recall-0.15": 0.995868, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "ankle_right": { "count": 483, "mean": 0.023233, "median": 0.019104, "std": 0.014858, "sem": 0.000677, "min": 0.001926, "max": 0.09663, "recall-0.025": 0.667355, "recall-0.05": 0.927686, "recall-0.1": 0.997934, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 0.997934, "num_labels": 484 }, "joint_recalls": { "num_labels": 6292, "recall-0.025": 0.47552, "recall-0.05": 0.84997, "recall-0.1": 0.9822, "recall-0.15": 0.99428, "recall-0.25": 0.99746, "recall-0.5": 0.99777 } } { "total_parts": 6776, "correct_parts": 6748, "pcp": 0.995868 } ``` ##### badminton ```json { "img_loading": 0.493951, "avg_time_2d": 0.0658528, "avg_time_3d": 0.00233008, "fps": 14.6664 } { "triangulator_calls": 183, "init_time": 3.04171e-05, "undistort_time": 0.000104913, "project_time": 7.06414e-05, "match_time": 6.28966e-05, "pairs_time": 0.000261, "pair_scoring_time": 0.000578189, "grouping_time": 0.000150954, "full_time": 0.000620495, "merge_time": 7.22127e-05, "post_time": 1.95678e-05, "convert_time": 1.23568e-06, "total_time": 0.00197286 } { "person_nums": { "total_frames": 183, "total_labels": 732, "total_preds": 789, "considered_empty": 0, "valid_preds": 732, "invalid_preds": 57, "missing": 0, "invalid_fraction": 0.07224, "precision": 0.92776, "recall": 1.0, "f1": 0.96252, "non_empty": 789 }, "mpjpe": { "count": 732, "mean": 0.027927, "median": 0.0258, "std": 0.017465, 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"median": 0.025339, "std": 0.019726, "sem": 0.00073, "min": 0.001052, "max": 0.21064, "recall-0.025": 0.487705, "recall-0.05": 0.863388, "recall-0.1": 0.990437, "recall-0.15": 0.998634, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "elbow_left": { "count": 731, "mean": 0.026847, "median": 0.022801, "std": 0.016589, "sem": 0.000614, "min": 0.003489, "max": 0.122864, "recall-0.025": 0.561475, "recall-0.05": 0.913934, "recall-0.1": 0.991803, "recall-0.15": 0.998634, "recall-0.25": 0.998634, "recall-0.5": 0.998634, "num_labels": 732 }, "elbow_right": { "count": 732, "mean": 0.027275, "median": 0.022254, "std": 0.019004, "sem": 0.000703, "min": 0.001715, "max": 0.140239, "recall-0.025": 0.588798, "recall-0.05": 0.885246, "recall-0.1": 0.993169, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "wrist_left": { "count": 731, "mean": 0.029912, "median": 0.025259, "std": 0.023201, "sem": 0.000859, "min": 0.002411, "max": 0.255941, "recall-0.025": 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"max": 0.099133, "recall-0.025": 0.662568, "recall-0.05": 0.969945, "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": 0.55359, "recall-0.05": 0.90826, "recall-0.1": 0.99107, "recall-0.15": 0.99863, "recall-0.25": 0.99947, "recall-0.5": 0.99968 } } { "total_parts": 10248, "correct_parts": 10235, "pcp": 0.998731 } ``` ##### tennis ```json { "img_loading": 0.721451, "avg_time_2d": 0.0829358, "avg_time_3d": 0.0020049, "fps": 11.7729 } { "triangulator_calls": 181, "init_time": 3.07393e-05, "undistort_time": 0.000109549, "project_time": 0.000318875, "match_time": 0.00011191, "pairs_time": 0.000152353, "pair_scoring_time": 0.000399224, "grouping_time": 0.00011932, "full_time": 0.000347009, "merge_time": 0.000112097, "post_time": 1.27685e-05, "convert_time": 5.46227e-07, "total_time": 0.00171467 } { "person_nums": { "total_frames": 181, "total_labels": 362, "total_preds": 362, 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