# 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": 0.0210271, "demosaicing": 0.000617291, "avg_time_2d": 0.00824192, "avg_time_3d": 0.000179146, "fps": 110.64 } { "triangulator_calls": 600, "init_time": 5.75282e-06, "undistort_time": 1.98078e-05, "project_time": 2.41675e-05, "match_time": 1.11919e-05, "pairs_time": 1.3669e-05, "pair_scoring_time": 3.58862e-05, "grouping_time": 1.91304e-06, "full_time": 3.77594e-05, "merge_time": 6.98398e-06, "post_time": 6.09492e-06, "convert_time": 2.50702e-07, "total_time": 0.000163749 } { "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": 0.06131, "median": 0.052656, "std": 0.028809, "sem": 0.001177, "min": 0.036405, "max": 0.186897, "recall-0.025": 0.0, "recall-0.05": 0.36, "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": 0.21895, "ap-0.1": 0.889296, "ap-0.15": 0.912226, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 600, "mean": 0.106497, "median": 0.09409, "std": 0.036405, "sem": 0.001487, "min": 0.026211, "max": 0.26726, "recall-0.025": 0.0, "recall-0.05": 0.021667, "recall-0.1": 0.568333, "recall-0.15": 0.886667, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_left": { "count": 600, "mean": 0.035737, "median": 0.026405, "std": 0.033683, "sem": 0.001376, "min": 0.002486, "max": 0.171222, "recall-0.025": 0.46, "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": 0.044769, "median": 0.033056, "std": 0.040535, "sem": 0.001656, "min": 0.005476, "max": 0.22345, "recall-0.025": 0.33, "recall-0.05": 0.775, "recall-0.1": 0.913333, "recall-0.15": 0.943333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_left": { "count": 600, "mean": 0.044796, "median": 0.035601, "std": 0.036037, "sem": 0.001472, "min": 0.002861, "max": 0.192732, "recall-0.025": 0.26, "recall-0.05": 0.783333, "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": 0.042848, "median": 0.031311, "std": 0.03744, "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": 0.041253, "median": 0.024356, "std": 0.045205, "sem": 0.001847, "min": 0.000703, "max": 0.316533, "recall-0.025": 0.511667, "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": 0.045856, "median": 0.028115, "std": 0.052099, "sem": 0.00213, "min": 0.002871, "max": 0.459983, "recall-0.025": 0.438333, "recall-0.05": 0.775, "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": 0.068124, "median": 0.057477, "std": 0.035641, "sem": 0.001456, "min": 0.026922, "max": 0.21568, "recall-0.025": 0.0, "recall-0.05": 0.273333, "recall-0.1": 0.891667, "recall-0.15": 0.948333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "hip_right": { "count": 600, "mean": 0.085351, "median": 0.081998, "std": 0.028522, "sem": 0.001165, "min": 0.019246, "max": 0.210122, "recall-0.025": 0.01, "recall-0.05": 0.053333, "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": 0.057832, "median": 0.042176, "std": 0.059416, "sem": 0.002428, "min": 0.015949, "max": 0.430058, "recall-0.025": 0.078333, "recall-0.05": 0.69, "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": 0.047271, "median": 0.034177, "std": 0.041831, "sem": 0.001709, "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": 0.090564, "median": 0.082591, "std": 0.039106, "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": 0.081045, "median": 0.066942, "std": 0.050118, "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": 0.19013, "recall-0.05": 0.50808, "recall-0.1": 0.87923, "recall-0.15": 0.93487, "recall-0.25": 0.99321, "recall-0.5": 0.99885 } } { "total_parts": 8400, "correct_parts": 8120, "pcp": 0.966667 } ``` ### Shelf ```json { "img_loading": 0.0412112, "demosaicing": 0.000728058, "avg_time_2d": 0.0147882, "avg_time_3d": 0.0003666, "fps": 62.9611 } { "triangulator_calls": 301, "init_time": 8.32295e-06, "undistort_time": 2.64221e-05, "project_time": 4.44325e-05, "match_time": 2.03767e-05, "pairs_time": 3.51276e-05, "pair_scoring_time": 8.98095e-05, "grouping_time": 1.06207e-05, "full_time": 7.25231e-05, "merge_time": 9.30656e-06, "post_time": 1.13387e-05, "convert_time": 5.78874e-07, "total_time": 0.000329225 } { "person_nums": { "total_frames": 301, "total_labels": 477, "total_preds": 837, "considered_empty": 0, "valid_preds": 477, "invalid_preds": 360, "missing": 0, "invalid_fraction": 0.43011, "precision": 0.56989, "recall": 1.0, "f1": 0.72603, "non_empty": 837 }, "mpjpe": { "count": 477, "mean": 0.047913, "median": 0.04254, "std": 0.014878, "sem": 0.000682, "min": 0.03014, "max": 0.12344, "recall-0.025": 0.0, "recall-0.05": 0.698113, "recall-0.1": 0.985325, "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": 0.386333, "ap-0.1": 0.726317, "ap-0.15": 0.741612, "ap-0.25": 0.741612, "ap-0.5": 0.741612 }, "head": { "count": 477, "mean": 0.054226, "median": 0.050192, "std": 0.024948, "sem": 0.001143, "min": 0.005604, "max": 0.180414, "recall-0.025": 0.08805, "recall-0.05": 0.496855, "recall-0.1": 0.937107, "recall-0.15": 0.995807, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_left": { "count": 477, "mean": 0.04239, "median": 0.036996, "std": 0.020499, "sem": 0.00094, "min": 0.004232, "max": 0.136479, "recall-0.025": 0.163522, "recall-0.05": 0.72956, "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": 0.049541, "median": 0.045991, "std": 0.022924, "sem": 0.001051, "min": 0.00538, "max": 0.147114, "recall-0.025": 0.100629, "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": 0.040696, "median": 0.032345, "std": 0.029135, "sem": 0.001335, "min": 0.003362, "max": 0.326353, "recall-0.025": 0.312369, "recall-0.05": 0.75891, "recall-0.1": 0.953878, "recall-0.15": 0.997904, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_right": { "count": 477, "mean": 0.053333, "median": 0.045204, "std": 0.040865, "sem": 0.001873, "min": 0.003281, "max": 0.243895, "recall-0.025": 0.257862, "recall-0.05": 0.561845, "recall-0.1": 0.901468, "recall-0.15": 0.955975, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_left": { "count": 477, "mean": 0.05992, "median": 0.053972, "std": 0.038612, "sem": 0.00177, "min": 0.002109, "max": 0.322924, "recall-0.025": 0.129979, "recall-0.05": 0.406709, "recall-0.1": 0.909853, "recall-0.15": 0.960168, "recall-0.25": 0.991614, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_right": { "count": 477, "mean": 0.059095, "median": 0.054571, "std": 0.033543, "sem": 0.001537, "min": 0.009831, "max": 0.371597, "recall-0.025": 0.111111, "recall-0.05": 0.419287, "recall-0.1": 0.899371, "recall-0.15": 0.981132, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "hip_left": { "count": 477, "mean": 0.047972, "median": 0.042309, "std": 0.026179, "sem": 0.0012, "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": 0.057835, "median": 0.0564, "std": 0.023891, "sem": 0.001095, "min": 0.00421, "max": 0.132307, "recall-0.025": 0.102725, "recall-0.05": 0.396226, "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": 0.040411, "median": 0.037751, "std": 0.024531, "sem": 0.001124, "min": 0.004904, "max": 0.19006, "recall-0.025": 0.259958, "recall-0.05": 0.748428, "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": 0.040174, "median": 0.036228, "std": 0.023312, "sem": 0.001068, "min": 0.007466, "max": 0.1848, "recall-0.025": 0.314465, "recall-0.05": 0.712788, "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": 0.036322, "median": 0.027965, "std": 0.030822, "sem": 0.001413, "min": 0.004731, "max": 0.223705, "recall-0.025": 0.429769, "recall-0.05": 0.81761, "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": 0.04095, "median": 0.030932, "std": 0.037911, "sem": 0.001738, "min": 0.003325, "max": 0.272891, "recall-0.025": 0.303983, "recall-0.05": 0.805031, "recall-0.1": 0.930818, "recall-0.15": 0.968553, "recall-0.25": 0.995807, "recall-0.5": 1.0, "num_labels": 477 }, "joint_recalls": { "num_labels": 6201, "recall-0.025": 0.21093, "recall-0.05": 0.61619, "recall-0.1": 0.94243, "recall-0.15": 0.98645, "recall-0.25": 0.99839, "recall-0.5": 1.0 } } { "total_parts": 6678, "correct_parts": 6618, "pcp": 0.991015 } ``` ### Campus ```json { "img_loading": 0.004851, "demosaicing": 0.000181436, "avg_time_2d": 0.00698705, "avg_time_3d": 0.000230551, "fps": 135.153 } { "triangulator_calls": 222, "init_time": 5.61706e-06, "undistort_time": 2.71222e-05, "project_time": 3.26298e-05, "match_time": 1.41397e-05, "pairs_time": 1.65148e-05, "pair_scoring_time": 3.44675e-05, "grouping_time": 2.33423e-06, "full_time": 4.11038e-05, "merge_time": 3.78528e-05, "post_time": 8.67414e-06, "convert_time": 4.53315e-07, "total_time": 0.000221314 } { "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": 0.079046, "median": 0.075937, "std": 0.019007, "sem": 0.000981, "min": 0.039688, "max": 0.23921, "recall-0.025": 0.0, "recall-0.05": 0.00266, "recall-0.1": 0.851064, "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": 0.730304, "ap-0.15": 0.943085, "ap-0.25": 0.945664, "ap-0.5": 0.945664 }, "head": { "count": 376, "mean": 0.070871, "median": 0.068159, "std": 0.036677, "sem": 0.001894, "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": 0.071353, "median": 0.064452, "std": 0.033994, "sem": 0.001755, "min": 0.013911, "max": 0.20545, "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": 0.079628, "median": 0.072802, "std": 0.042284, "sem": 0.002184, "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": 0.091055, "median": 0.073884, "std": 0.054325, "sem": 0.002805, "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": 0.08395, "median": 0.073159, "std": 0.045012, "sem": 0.002328, "min": 0.002817, "max": 0.221714, "recall-0.025": 0.023936, "recall-0.05": 0.265957, "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": 0.125845, "median": 0.110251, "std": 0.071029, "sem": 0.003668, "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": 0.114228, "median": 0.106122, "std": 0.049917, "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": 0.071749, "median": 0.071161, "std": 0.030406, "sem": 0.00157, "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": 0.077178, "median": 0.075292, "std": 0.034487, "sem": 0.001781, "min": 0.011705, "max": 0.248674, "recall-0.025": 0.026596, "recall-0.05": 0.199468, "recall-0.1": 0.819149, "recall-0.15": 0.954787, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_left": { "count": 376, "mean": 0.05368, "median": 0.04811, "std": 0.024879, "sem": 0.001285, "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": 0.053967, "median": 0.047653, "std": 0.031022, "sem": 0.001602, "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": 0.065546, "median": 0.050728, "std": 0.050916, "sem": 0.002633, "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": 0.064868, "median": 0.050449, "std": 0.058865, "sem": 0.003044, "min": 0.003357, "max": 0.489237, "recall-0.025": 0.066489, "recall-0.05": 0.492021, "recall-0.1": 0.896277, "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": 0.76412, "recall-0.15": 0.92001, "recall-0.25": 0.98691, "recall-0.5": 0.99877 } } { "total_parts": 5264, "correct_parts": 4939, "pcp": 0.93826 } ``` ### MVOR ```json { "img_loading": 0.0114951, "demosaicing": 0.000314459, "avg_time_2d": 0.00818302, "avg_time_3d": 0.00033251, "fps": 113.25 } { "triangulator_calls": 629, "init_time": 9.08607e-06, "undistort_time": 3.44389e-05, "project_time": 2.09165e-05, "match_time": 2.8556e-05, "pairs_time": 4.33597e-05, "pair_scoring_time": 7.80275e-05, "grouping_time": 6.7188e-06, "full_time": 5.75266e-05, "merge_time": 2.61742e-05, "post_time": 1.05944e-05, "convert_time": 4.67989e-07, "total_time": 0.000316183 } { "person_nums": { "total_frames": 629, "total_labels": 1061, "total_preds": 1129, "considered_empty": 0, "valid_preds": 818, "invalid_preds": 311, "missing": 243, "invalid_fraction": 0.27547, "precision": 0.72453, "recall": 0.77097, "f1": 0.74703, "non_empty": 1129 }, "mpjpe": { "count": 818, "mean": 0.118084, "median": 0.099869, "std": 0.06403, "sem": 0.00224, "min": 0.040417, "max": 0.498763, "recall-0.025": 0.0, "recall-0.05": 0.001885, "recall-0.1": 0.386428, "recall-0.15": 0.63148, "recall-0.25": 0.739868, "recall-0.5": 0.770971, "num_labels": 1061, "ap-0.025": 0.0, "ap-0.05": 4.1e-05, "ap-0.1": 0.234075, "ap-0.15": 0.509062, "ap-0.25": 0.658182, "ap-0.5": 0.696122 }, "head": { "count": 816, "mean": 0.06777, "median": 0.051423, "std": 0.062491, "sem": 0.002189, "min": 0.004593, "max": 0.497724, "recall-0.025": 0.097078, "recall-0.05": 0.366635, "recall-0.1": 0.655042, "recall-0.15": 0.71442, "recall-0.25": 0.748351, "recall-0.5": 0.769086, "num_labels": 1061 }, "shoulder_left": { "count": 815, "mean": 0.064094, "median": 0.04551, "std": 0.062498, "sem": 0.002191, "min": 0.003744, "max": 0.488342, "recall-0.025": 0.164939, "recall-0.05": 0.422243, "recall-0.1": 0.640905, "recall-0.15": 0.711593, "recall-0.25": 0.748351, "recall-0.5": 0.768143, "num_labels": 1061 }, "shoulder_right": { "count": 815, "mean": 0.061035, "median": 0.041147, "std": 0.061863, "sem": 0.002168, "min": 0.00402, "max": 0.453096, "recall-0.025": 0.150801, "recall-0.05": 0.472196, "recall-0.1": 0.65787, "recall-0.15": 0.717248, "recall-0.25": 0.746466, "recall-0.5": 0.768143, "num_labels": 1061 }, "elbow_left": { "count": 805, "mean": 0.108155, "median": 0.07738, "std": 0.089089, "sem": 0.003142, "min": 0.004244, "max": 0.482576, "recall-0.025": 0.06409, "recall-0.05": 0.231857, "recall-0.1": 0.457116, "recall-0.15": 0.573044, "recall-0.25": 0.69557, "recall-0.5": 0.758718, "num_labels": 1061 }, "elbow_right": { "count": 810, "mean": 0.088697, "median": 0.061987, "std": 0.080223, "sem": 0.00282, "min": 0.004787, "max": 0.47974, "recall-0.025": 0.089538, "recall-0.05": 0.29689, "recall-0.1": 0.555137, "recall-0.15": 0.65033, "recall-0.25": 0.715363, "recall-0.5": 0.763431, "num_labels": 1061 }, "wrist_left": { "count": 805, "mean": 0.127854, "median": 0.093258, "std": 0.103593, "sem": 0.003653, "min": 0.003064, "max": 0.496772, "recall-0.025": 0.071631, "recall-0.05": 0.200754, "recall-0.1": 0.39868, "recall-0.15": 0.512724, "recall-0.25": 0.653157, "recall-0.5": 0.758718, "num_labels": 1061 }, "wrist_right": { "count": 805, "mean": 0.110434, "median": 0.07329, "std": 0.099874, "sem": 0.003522, "min": 0.006447, "max": 0.480896, "recall-0.025": 0.091423, "recall-0.05": 0.2705, "recall-0.1": 0.481621, "recall-0.15": 0.561734, "recall-0.25": 0.671065, "recall-0.5": 0.758718, "num_labels": 1061 }, "hip_left": { "count": 805, "mean": 0.197186, "median": 0.179528, "std": 0.086096, "sem": 0.003036, "min": 0.028645, "max": 0.498696, "recall-0.025": 0.0, "recall-0.05": 0.004713, "recall-0.1": 0.05655, "recall-0.15": 0.246937, "recall-0.25": 0.597549, "recall-0.5": 0.758718, "num_labels": 1061 }, "hip_right": { "count": 798, "mean": 0.188832, "median": 0.173642, "std": 0.078561, "sem": 0.002783, "min": 0.03323, "max": 0.498131, "recall-0.025": 0.0, "recall-0.05": 0.002828, "recall-0.1": 0.065033, "recall-0.15": 0.259189, "recall-0.25": 0.617342, "recall-0.5": 0.752121, "num_labels": 1061 }, "joint_recalls": { "num_labels": 9549, "recall-0.025": 0.08053, "recall-0.05": 0.25165, "recall-0.1": 0.44046, "recall-0.15": 0.54927, "recall-0.25": 0.68761, "recall-0.5": 0.76113 } } { "total_parts": 10610, "correct_parts": 6212, "pcp": 0.585485 } ``` ### Panoptic ```json { "img_loading": 0.0476134, "demosaicing": 0.00104681, "avg_time_2d": 0.0168191, "avg_time_3d": 0.000450864, "fps": 54.5949 } { "triangulator_calls": 420, "init_time": 1.26238e-05, "undistort_time": 2.66382e-05, "project_time": 6.72031e-05, "match_time": 3.5317e-05, "pairs_time": 4.49949e-05, "pair_scoring_time": 9.44336e-05, "grouping_time": 1.57346e-05, "full_time": 7.7678e-05, "merge_time": 1.05827e-05, "post_time": 1.25025e-05, "convert_time": 7.3411e-07, "total_time": 0.000398788 } { "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": 0.033983, "median": 0.030404, "std": 0.015863, "sem": 0.000415, "min": 0.010671, "max": 0.133636, "recall-0.025": 0.317872, "recall-0.05": 0.865621, "recall-0.1": 0.991132, "recall-0.15": 0.997271, "recall-0.25": 0.997271, "recall-0.5": 0.997271, "num_labels": 1466, "ap-0.025": 0.1734, "ap-0.05": 0.81671, "ap-0.1": 0.976241, "ap-0.15": 0.986828, "ap-0.25": 0.986828, "ap-0.5": 0.986828 }, "nose": { "count": 1461, "mean": 0.015275, "median": 0.011626, "std": 0.017038, "sem": 0.000446, "min": 0.001311, "max": 0.276143, "recall-0.025": 0.90704, "recall-0.05": 0.968558, "recall-0.1": 0.994532, "recall-0.15": 0.995899, "recall-0.25": 0.996582, "recall-0.5": 0.998633, "num_labels": 1463 }, "shoulder_left": { "count": 1462, "mean": 0.016707, "median": 0.014636, "std": 0.011154, "sem": 0.000292, "min": 0.000954, "max": 0.103637, "recall-0.025": 0.841746, "recall-0.05": 0.980218, "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": 0.016958, "median": 0.014726, "std": 0.011892, "sem": 0.000311, "min": 0.001164, "max": 0.156188, "recall-0.025": 0.836177, "recall-0.05": 0.979522, "recall-0.1": 0.996587, "recall-0.15": 0.996587, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "elbow_left": { "count": 1461, "mean": 0.022702, "median": 0.016632, "std": 0.020801, "sem": 0.000544, "min": 0.00117, "max": 0.212485, "recall-0.025": 0.730375, "recall-0.05": 0.912628, "recall-0.1": 0.988396, "recall-0.15": 0.994539, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "elbow_right": { "count": 1461, "mean": 0.020823, "median": 0.016099, "std": 0.015836, "sem": 0.000414, "min": 0.001472, "max": 0.162788, "recall-0.025": 0.776487, "recall-0.05": 0.937799, "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": 0.035932, "median": 0.016837, "std": 0.056955, "sem": 0.001506, "min": 0.000898, "max": 0.460746, "recall-0.025": 0.670153, "recall-0.05": 0.845886, "recall-0.1": 0.906555, "recall-0.15": 0.956764, "recall-0.25": 0.975593, "recall-0.5": 0.998605, "num_labels": 1434 }, "wrist_right": { "count": 1455, "mean": 0.024876, "median": 0.01631, "std": 0.02837, "sem": 0.000744, "min": 0.001361, "max": 0.280646, "recall-0.025": 0.710165, "recall-0.05": 0.898352, "recall-0.1": 0.974588, "recall-0.15": 0.989011, "recall-0.25": 0.996566, "recall-0.5": 0.999313, "num_labels": 1456 }, "hip_left": { "count": 1461, "mean": 0.035293, "median": 0.031942, "std": 0.020573, "sem": 0.000538, "min": 0.00101, "max": 0.184165, "recall-0.025": 0.331741, "recall-0.05": 0.83686, "recall-0.1": 0.987713, "recall-0.15": 0.994539, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "hip_right": { "count": 1462, "mean": 0.038601, "median": 0.03265, "std": 0.026372, "sem": 0.00069, "min": 0.002509, "max": 0.281736, "recall-0.025": 0.314461, "recall-0.05": 0.792633, "recall-0.1": 0.967258, "recall-0.15": 0.992497, "recall-0.25": 0.995907, "recall-0.5": 0.997271, "num_labels": 1466 }, "knee_left": { "count": 1461, "mean": 0.03948, "median": 0.033011, "std": 0.034848, "sem": 0.000912, "min": 0.004244, "max": 0.473605, "recall-0.025": 0.282594, "recall-0.05": 0.789761, "recall-0.1": 0.967918, "recall-0.15": 0.985666, "recall-0.25": 0.990444, "recall-0.5": 0.99727, "num_labels": 1465 }, "knee_right": { "count": 1455, "mean": 0.03956, "median": 0.031955, "std": 0.029925, "sem": 0.000785, "min": 0.003512, "max": 0.278788, "recall-0.025": 0.3427, "recall-0.05": 0.74366, "recall-0.1": 0.959561, "recall-0.15": 0.989034, "recall-0.25": 0.994517, "recall-0.5": 0.997258, "num_labels": 1459 }, "ankle_left": { "count": 1457, "mean": 0.064749, "median": 0.036021, "std": 0.071927, "sem": 0.001885, "min": 0.003035, "max": 0.441184, "recall-0.025": 0.332878, "recall-0.05": 0.624744, "recall-0.1": 0.805878, "recall-0.15": 0.883117, "recall-0.25": 0.956938, "recall-0.5": 0.995899, "num_labels": 1463 }, "ankle_right": { "count": 1446, "mean": 0.065567, "median": 0.033045, "std": 0.085238, "sem": 0.002242, "min": 0.001698, "max": 0.469631, "recall-0.025": 0.35274, "recall-0.05": 0.680137, "recall-0.1": 0.819863, "recall-0.15": 0.867808, "recall-0.25": 0.930137, "recall-0.5": 0.990411, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.57098, "recall-0.05": 0.84513, "recall-0.1": 0.95055, "recall-0.15": 0.97204, "recall-0.25": 0.98636, "recall-0.5": 0.99684 } } { "total_parts": 20444, "correct_parts": 20162, "pcp": 0.986206 } ``` ##### 3 cameras ```json { "img_loading": 0.0286015, "demosaicing": 0.000649882, "avg_time_2d": 0.0100505, "avg_time_3d": 0.000325655, "fps": 90.6941 } { "triangulator_calls": 420, "init_time": 8.15793e-06, "undistort_time": 2.2094e-05, "project_time": 5.7349e-05, "match_time": 3.7336e-05, "pairs_time": 2.2837e-05, "pair_scoring_time": 6.07614e-05, "grouping_time": 6.17749e-06, "full_time": 6.88257e-05, "merge_time": 8.38873e-06, "post_time": 1.11216e-05, "convert_time": 6.55588e-07, "total_time": 0.000304045 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1414, "considered_empty": 0, "valid_preds": 1401, "invalid_preds": 13, "missing": 65, "invalid_fraction": 0.00919, "precision": 0.99081, "recall": 0.95566, "f1": 0.97292, "non_empty": 1414 }, "mpjpe": { "count": 1401, "mean": 0.062759, "median": 0.051058, "std": 0.039915, "sem": 0.001067, "min": 0.018516, "max": 0.301246, "recall-0.025": 0.006821, "recall-0.05": 0.452933, "recall-0.1": 0.845157, "recall-0.15": 0.923602, "recall-0.25": 0.941337, "recall-0.5": 0.955662, "num_labels": 1466, "ap-0.025": 0.001481, "ap-0.05": 0.346945, "ap-0.1": 0.806206, "ap-0.15": 0.909658, "ap-0.25": 0.932141, "ap-0.5": 0.947177 }, "nose": { "count": 1400, "mean": 0.025905, "median": 0.020038, "std": 0.018523, "sem": 0.000495, "min": 0.001351, "max": 0.155203, "recall-0.025": 0.570745, "recall-0.05": 0.853725, "recall-0.1": 0.950786, "recall-0.15": 0.956254, "recall-0.25": 0.956938, "recall-0.5": 0.956938, "num_labels": 1463 }, "shoulder_left": { "count": 1400, "mean": 0.020731, "median": 0.017707, "std": 0.014275, "sem": 0.000382, "min": 0.000913, "max": 0.116244, "recall-0.025": 0.675989, "recall-0.05": 0.929741, "recall-0.1": 0.953615, "recall-0.15": 0.95498, "recall-0.25": 0.95498, "recall-0.5": 0.95498, "num_labels": 1466 }, "shoulder_right": { "count": 1400, "mean": 0.024623, "median": 0.018615, "std": 0.020123, "sem": 0.000538, "min": 0.00186, "max": 0.218699, "recall-0.025": 0.621843, "recall-0.05": 0.887372, "recall-0.1": 0.944027, "recall-0.15": 0.952218, "recall-0.25": 0.955631, "recall-0.5": 0.955631, "num_labels": 1465 }, "elbow_left": { "count": 1400, "mean": 0.03425, "median": 0.023312, "std": 0.030934, "sem": 0.000827, "min": 0.000588, "max": 0.270691, "recall-0.025": 0.503754, "recall-0.05": 0.765188, "recall-0.1": 0.901024, "recall-0.15": 0.950853, "recall-0.25": 0.954266, "recall-0.5": 0.955631, "num_labels": 1465 }, "elbow_right": { "count": 1400, "mean": 0.032819, "median": 0.021401, "std": 0.03175, "sem": 0.000849, "min": 0.000428, "max": 0.341612, "recall-0.025": 0.561176, "recall-0.05": 0.779221, "recall-0.1": 0.919344, "recall-0.15": 0.944634, "recall-0.25": 0.955571, "recall-0.5": 0.956938, "num_labels": 1463 }, "wrist_left": { "count": 1371, "mean": 0.053503, "median": 0.024479, "std": 0.061497, "sem": 0.001661, "min": 0.001206, "max": 0.357631, "recall-0.025": 0.483264, "recall-0.05": 0.63947, "recall-0.1": 0.798466, "recall-0.15": 0.861925, "recall-0.25": 0.942817, "recall-0.5": 0.956067, "num_labels": 1434 }, "wrist_right": { "count": 1394, "mean": 0.050032, "median": 0.027068, "std": 0.057348, "sem": 0.001537, "min": 0.001818, "max": 0.375413, "recall-0.025": 0.442995, "recall-0.05": 0.651099, "recall-0.1": 0.839286, "recall-0.15": 0.893544, "recall-0.25": 0.934066, "recall-0.5": 0.957418, "num_labels": 1456 }, "hip_left": { "count": 1400, "mean": 0.04354, "median": 0.038708, "std": 0.022807, "sem": 0.00061, "min": 0.001923, "max": 0.15372, "recall-0.025": 0.172696, "recall-0.05": 0.661433, "recall-0.1": 0.929693, "recall-0.15": 0.954949, "recall-0.25": 0.955631, "recall-0.5": 0.955631, "num_labels": 1465 }, "hip_right": { "count": 1401, "mean": 0.054227, "median": 0.048458, "std": 0.033392, "sem": 0.000892, "min": 0.002571, "max": 0.281736, "recall-0.025": 0.126876, "recall-0.05": 0.498636, "recall-0.1": 0.892224, "recall-0.15": 0.936562, "recall-0.25": 0.95498, "recall-0.5": 0.955662, "num_labels": 1466 }, "knee_left": { "count": 1393, "mean": 0.064724, "median": 0.043321, "std": 0.068407, "sem": 0.001833, "min": 0.0016, "max": 0.435542, "recall-0.025": 0.167918, "recall-0.05": 0.588396, "recall-0.1": 0.820478, "recall-0.15": 0.868259, "recall-0.25": 0.913993, "recall-0.5": 0.950853, "num_labels": 1465 }, "knee_right": { "count": 1388, "mean": 0.062765, "median": 0.044154, "std": 0.066049, "sem": 0.001773, "min": 0.002394, "max": 0.420181, "recall-0.025": 0.167923, "recall-0.05": 0.573681, "recall-0.1": 0.840302, "recall-0.15": 0.877313, "recall-0.25": 0.917066, "recall-0.5": 0.951337, "num_labels": 1459 }, "ankle_left": { "count": 1332, "mean": 0.138595, "median": 0.09415, "std": 0.125972, "sem": 0.003453, "min": 0.002104, "max": 0.498865, "recall-0.025": 0.151059, "recall-0.05": 0.318524, "recall-0.1": 0.473001, "recall-0.15": 0.564593, "recall-0.25": 0.750513, "recall-0.5": 0.910458, "num_labels": 1463 }, "ankle_right": { "count": 1315, "mean": 0.128548, "median": 0.075959, "std": 0.12469, "sem": 0.00344, "min": 0.002012, "max": 0.498237, "recall-0.025": 0.154795, "recall-0.05": 0.34863, "recall-0.1": 0.516438, "recall-0.15": 0.607534, "recall-0.25": 0.744521, "recall-0.5": 0.900685, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.36877, "recall-0.05": 0.65334, "recall-0.1": 0.82907, "recall-0.15": 0.87067, "recall-0.25": 0.91438, "recall-0.5": 0.94734 } } { "total_parts": 20444, "correct_parts": 18695, "pcp": 0.914449 } ``` ##### 10 cameras ```json { "img_loading": 0.0894327, "demosaicing": 0.00220381, "avg_time_2d": 0.0323422, "avg_time_3d": 0.00121461, "fps": 27.9637 } { "triangulator_calls": 420, "init_time": 1.9966e-05, "undistort_time": 3.08065e-05, "project_time": 4.2693e-05, "match_time": 6.69359e-05, "pairs_time": 0.000225352, "pair_scoring_time": 0.000321471, "grouping_time": 7.91378e-05, "full_time": 0.000262508, "merge_time": 3.74683e-05, "post_time": 1.28934e-05, "convert_time": 6.6724e-07, "total_time": 0.00110026 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1487, "considered_empty": 0, "valid_preds": 1463, "invalid_preds": 24, "missing": 3, "invalid_fraction": 0.01614, "precision": 0.98386, "recall": 0.99795, "f1": 0.99086, "non_empty": 1487 }, "mpjpe": { "count": 1463, "mean": 0.02658, "median": 0.023722, "std": 0.010961, "sem": 0.000287, "min": 0.009035, "max": 0.093169, "recall-0.025": 0.569577, "recall-0.05": 0.93588, "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": 0.449805, "ap-0.05": 0.908568, "ap-0.1": 0.989299, "ap-0.15": 0.989299, "ap-0.25": 0.989299, "ap-0.5": 0.989299 }, "nose": { "count": 1460, "mean": 0.011243, "median": 0.009737, "std": 0.007524, "sem": 0.000197, "min": 0.001459, "max": 0.075646, "recall-0.025": 0.966507, "recall-0.05": 0.987697, "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": 0.012778, "median": 0.010996, "std": 0.008226, "sem": 0.000215, "min": 0.000683, "max": 0.076353, "recall-0.025": 0.929741, "recall-0.05": 0.993179, "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": 0.014058, "median": 0.012356, "std": 0.008181, "sem": 0.000214, "min": 0.000673, "max": 0.059549, "recall-0.025": 0.895563, "recall-0.05": 0.993857, "recall-0.1": 0.997952, "recall-0.15": 0.997952, "recall-0.25": 0.997952, "recall-0.5": 0.997952, "num_labels": 1465 }, "elbow_left": { "count": 1462, "mean": 0.017935, "median": 0.015178, "std": 0.011547, "sem": 0.000302, "min": 0.000283, "max": 0.093974, "recall-0.025": 0.820478, "recall-0.05": 0.976109, "recall-0.1": 0.997952, "recall-0.15": 0.997952, "recall-0.25": 0.997952, "recall-0.5": 0.997952, "num_labels": 1465 }, "elbow_right": { "count": 1460, "mean": 0.016612, "median": 0.014272, "std": 0.014836, "sem": 0.000388, "min": 0.001724, "max": 0.356131, "recall-0.025": 0.898154, "recall-0.05": 0.973342, "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": 0.017899, "median": 0.012403, "std": 0.01992, "sem": 0.000527, "min": 0.000958, "max": 0.202123, "recall-0.025": 0.835425, "recall-0.05": 0.960948, "recall-0.1": 0.981172, "recall-0.15": 0.990934, "recall-0.25": 0.997908, "recall-0.5": 0.997908, "num_labels": 1434 }, "wrist_right": { "count": 1454, "mean": 0.017106, "median": 0.012554, "std": 0.018299, "sem": 0.00048, "min": 0.00081, "max": 0.322076, "recall-0.025": 0.839286, "recall-0.05": 0.964973, "recall-0.1": 0.989698, "recall-0.15": 0.996566, "recall-0.25": 0.99794, "recall-0.5": 0.998626, "num_labels": 1456 }, "hip_left": { "count": 1462, "mean": 0.027569, "median": 0.02545, "std": 0.014797, "sem": 0.000387, "min": 0.002651, "max": 0.115564, "recall-0.025": 0.487372, "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": 0.027379, "median": 0.025078, "std": 0.0127, "sem": 0.000332, "min": 0.002507, "max": 0.078495, "recall-0.025": 0.495907, "recall-0.05": 0.94884, "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": 0.029378, "median": 0.025467, "std": 0.017783, "sem": 0.000465, "min": 0.001698, "max": 0.139658, "recall-0.025": 0.481911, "recall-0.05": 0.895563, "recall-0.1": 0.987713, "recall-0.15": 0.997952, "recall-0.25": 0.997952, "recall-0.5": 0.997952, "num_labels": 1465 }, "knee_right": { "count": 1456, "mean": 0.032354, "median": 0.027025, "std": 0.021554, "sem": 0.000565, "min": 0.002005, "max": 0.212348, "recall-0.025": 0.448938, "recall-0.05": 0.856751, "recall-0.1": 0.977382, "recall-0.15": 0.993831, "recall-0.25": 0.997944, "recall-0.5": 0.997944, "num_labels": 1459 }, "ankle_left": { "count": 1460, "mean": 0.06179, "median": 0.036155, "std": 0.064037, "sem": 0.001676, "min": 0.001744, "max": 0.389342, "recall-0.025": 0.345865, "recall-0.05": 0.61244, "recall-0.1": 0.807245, "recall-0.15": 0.898838, "recall-0.25": 0.970608, "recall-0.5": 0.997949, "num_labels": 1463 }, "ankle_right": { "count": 1455, "mean": 0.058267, "median": 0.031147, "std": 0.070656, "sem": 0.001853, "min": 0.002045, "max": 0.432881, "recall-0.025": 0.391781, "recall-0.05": 0.676712, "recall-0.1": 0.84863, "recall-0.15": 0.908219, "recall-0.25": 0.95274, "recall-0.5": 0.996575, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.6792, "recall-0.05": 0.90532, "recall-0.1": 0.96672, "recall-0.15": 0.98183, "recall-0.25": 0.992, "recall-0.5": 0.99742 } } { "total_parts": 20444, "correct_parts": 20329, "pcp": 0.994375 } ``` ### IkeaAsm (duration 00:01:45) ```json { "img_loading": 0.0328805, "demosaicing": 0.000660743, "avg_time_2d": 0.0086128, "avg_time_3d": 0.000211955, "fps": 105.424 } { "triangulator_calls": 479, "init_time": 6.19729e-06, "undistort_time": 2.26103e-05, "project_time": 1.94758e-05, "match_time": 1.21422e-05, "pairs_time": 1.86651e-05, "pair_scoring_time": 4.65205e-05, "grouping_time": 3.41578e-06, "full_time": 5.25018e-05, "merge_time": 1.27975e-05, "post_time": 7.16652e-06, "convert_time": 3.34125e-07, "total_time": 0.00020218 } { "person_nums": { "total_frames": 479, "total_labels": 479, "total_preds": 605, "considered_empty": 0, "valid_preds": 445, "invalid_preds": 160, "missing": 34, "invalid_fraction": 0.26446, "precision": 0.73554, "recall": 0.92902, "f1": 0.82103, "non_empty": 605 }, "mpjpe": { "count": 445, "mean": 0.073079, "median": 0.057221, "std": 0.049401, "sem": 0.002344, "min": 0.010537, "max": 0.40751, "recall-0.025": 0.060543, "recall-0.05": 0.415449, "recall-0.1": 0.709812, "recall-0.15": 0.862213, "recall-0.25": 0.91858, "recall-0.5": 0.929019, "num_labels": 479, "ap-0.025": 0.003711, "ap-0.05": 0.186821, "ap-0.1": 0.481913, "ap-0.15": 0.688372, "ap-0.25": 0.787079, "ap-0.5": 0.804693 }, "head": { "count": 423, "mean": 0.030954, "median": 0.027097, "std": 0.018622, "sem": 0.000907, "min": 0.001551, "max": 0.19004, "recall-0.025": 0.402655, "recall-0.05": 0.829646, "recall-0.1": 0.929204, "recall-0.15": 0.933628, "recall-0.25": 0.935841, "recall-0.5": 0.935841, "num_labels": 452 }, "shoulder_left": { "count": 422, "mean": 0.039937, "median": 0.034566, "std": 0.020979, "sem": 0.001022, "min": 0.006067, "max": 0.235941, "recall-0.025": 0.121145, "recall-0.05": 0.764317, "recall-0.1": 0.907489, "recall-0.15": 0.927313, "recall-0.25": 0.929515, "recall-0.5": 0.929515, "num_labels": 454 }, "shoulder_right": { "count": 434, "mean": 0.028913, "median": 0.027358, "std": 0.010263, "sem": 0.000493, "min": 0.007656, "max": 0.111923, "recall-0.025": 0.353319, "recall-0.05": 0.890792, "recall-0.1": 0.927195, "recall-0.15": 0.929336, "recall-0.25": 0.929336, "recall-0.5": 0.929336, "num_labels": 467 }, "elbow_left": { "count": 411, "mean": 0.029242, "median": 0.019957, "std": 0.03017, "sem": 0.00149, "min": 0.002489, "max": 0.300522, "recall-0.025": 0.592677, "recall-0.05": 0.814645, "recall-0.1": 0.910755, "recall-0.15": 0.929062, "recall-0.25": 0.938215, "recall-0.5": 0.940503, "num_labels": 437 }, "elbow_right": { "count": 415, "mean": 0.024192, "median": 0.019024, "std": 0.019144, "sem": 0.000941, "min": 0.001684, "max": 0.195188, "recall-0.025": 0.634921, "recall-0.05": 0.863946, "recall-0.1": 0.93424, "recall-0.15": 0.938776, "recall-0.25": 0.941043, "recall-0.5": 0.941043, "num_labels": 441 }, "wrist_left": { "count": 409, "mean": 0.028494, "median": 0.021807, "std": 0.027899, "sem": 0.001381, "min": 0.001511, "max": 0.24217, "recall-0.025": 0.557339, "recall-0.05": 0.827982, "recall-0.1": 0.917431, "recall-0.15": 0.926606, "recall-0.25": 0.938073, "recall-0.5": 0.938073, "num_labels": 436 }, "wrist_right": { "count": 417, "mean": 0.024493, "median": 0.016978, "std": 0.030087, "sem": 0.001475, "min": 0.002123, "max": 0.333467, "recall-0.025": 0.672646, "recall-0.05": 0.867713, "recall-0.1": 0.914798, "recall-0.15": 0.921525, "recall-0.25": 0.930493, "recall-0.5": 0.934978, "num_labels": 446 }, "hip_left": { "count": 298, "mean": 0.097459, "median": 0.091178, "std": 0.032422, "sem": 0.001881, "min": 0.031901, "max": 0.272406, "recall-0.025": 0.0, "recall-0.05": 0.022293, "recall-0.1": 0.60828, "recall-0.15": 0.89172, "recall-0.25": 0.94586, "recall-0.5": 0.949045, "num_labels": 314 }, "hip_right": { "count": 243, "mean": 0.084967, "median": 0.080673, "std": 0.030932, "sem": 0.001988, "min": 0.016542, "max": 0.293067, "recall-0.025": 0.011538, "recall-0.05": 0.061538, "recall-0.1": 0.75, "recall-0.15": 0.9, "recall-0.25": 0.926923, "recall-0.5": 0.934615, "num_labels": 260 }, "knee_left": { "count": 253, "mean": 0.128757, "median": 0.091161, "std": 0.109717, "sem": 0.006912, "min": 0.008717, "max": 0.495269, "recall-0.025": 0.032609, "recall-0.05": 0.188406, "recall-0.1": 0.492754, "recall-0.15": 0.677536, "recall-0.25": 0.800725, "recall-0.5": 0.916667, "num_labels": 276 }, "knee_right": { "count": 193, "mean": 0.113486, "median": 0.08182, "std": 0.101646, "sem": 0.007336, "min": 0.011424, "max": 0.486616, "recall-0.025": 0.04186, "recall-0.05": 0.227907, "recall-0.1": 0.567442, "recall-0.15": 0.739535, "recall-0.25": 0.804651, "recall-0.5": 0.897674, "num_labels": 215 }, "ankle_left": { "count": 69, "mean": 0.328534, "median": 0.352124, "std": 0.12531, "sem": 0.015196, "min": 0.02113, "max": 0.495254, "recall-0.025": 0.007576, "recall-0.05": 0.015152, "recall-0.1": 0.037879, "recall-0.15": 0.068182, "recall-0.25": 0.121212, "recall-0.5": 0.522727, "num_labels": 132 }, "ankle_right": { "count": 61, "mean": 0.342227, "median": 0.384792, "std": 0.127749, "sem": 0.016492, "min": 0.024202, "max": 0.490372, "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": 0.480315, "num_labels": 127 }, "joint_recalls": { "num_labels": 4457, "recall-0.025": 0.33655, "recall-0.05": 0.61566, "recall-0.1": 0.79269, "recall-0.15": 0.84945, "recall-0.25": 0.87009, "recall-0.5": 0.90644 } } { "total_parts": 4313, "correct_parts": 3815, "pcp": 0.884535 } ``` ### CHI3D ```json { "img_loading": 0.0170386, "demosaicing": 0.000514391, "avg_time_2d": 0.00996951, "avg_time_3d": 0.000289103, "fps": 92.8246 } { "triangulator_calls": 390, "init_time": 9.60543e-06, "undistort_time": 3.04322e-05, "project_time": 4.60876e-05, "match_time": 4.99873e-05, "pairs_time": 2.03431e-05, "pair_scoring_time": 8.40258e-05, "grouping_time": 3.95285e-06, "full_time": 6.77413e-05, "merge_time": 2.33806e-05, "post_time": 8.41048e-06, "convert_time": 5.1e-07, "total_time": 0.000344759 } { "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": 0.06054, "median": 0.057505, "std": 0.014031, "sem": 0.000504, "min": 0.043799, "max": 0.215499, "recall-0.025": 0.0, "recall-0.05": 0.041026, "recall-0.1": 0.985897, "recall-0.15": 0.988462, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780, "ap-0.025": 0.0, "ap-0.05": 0.002364, "ap-0.1": 0.985713, "ap-0.15": 0.988264, "ap-0.25": 0.996154, "ap-0.5": 0.996154 }, "head": { "count": 777, "mean": 0.039949, "median": 0.028712, "std": 0.048348, "sem": 0.001736, "min": 0.001819, "max": 0.402359, "recall-0.025": 0.415385, "recall-0.05": 0.837179, "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": 0.0627, "median": 0.065403, "std": 0.021801, "sem": 0.000783, "min": 0.009196, "max": 0.164778, "recall-0.025": 0.017949, "recall-0.05": 0.312821, "recall-0.1": 0.957692, "recall-0.15": 0.99359, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "shoulder_right": { "count": 777, "mean": 0.066912, "median": 0.065144, "std": 0.020449, "sem": 0.000734, "min": 0.014633, "max": 0.262356, "recall-0.025": 0.012821, "recall-0.05": 0.173077, "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": 0.057049, "median": 0.048031, "std": 0.037677, "sem": 0.001353, "min": 0.016045, "max": 0.454836, "recall-0.025": 0.017949, "recall-0.05": 0.546154, "recall-0.1": 0.942308, "recall-0.15": 0.971795, "recall-0.25": 0.985897, "recall-0.5": 0.994872, "num_labels": 780 }, "elbow_right": { "count": 777, "mean": 0.063708, "median": 0.061964, "std": 0.021677, "sem": 0.000778, "min": 0.024925, "max": 0.220925, "recall-0.025": 0.001282, "recall-0.05": 0.253846, "recall-0.1": 0.941026, "recall-0.15": 0.984615, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "wrist_left": { "count": 773, "mean": 0.050052, "median": 0.044134, "std": 0.038713, "sem": 0.001393, "min": 0.006546, "max": 0.446204, "recall-0.025": 0.132051, "recall-0.05": 0.64359, "recall-0.1": 0.941026, "recall-0.15": 0.975641, "recall-0.25": 0.983333, "recall-0.5": 0.991026, "num_labels": 780 }, "wrist_right": { "count": 772, "mean": 0.067169, "median": 0.064852, "std": 0.037307, "sem": 0.001344, "min": 0.017043, "max": 0.354636, "recall-0.025": 0.016667, "recall-0.05": 0.320513, "recall-0.1": 0.919231, "recall-0.15": 0.952564, "recall-0.25": 0.984615, "recall-0.5": 0.989744, "num_labels": 780 }, "hip_left": { "count": 777, "mean": 0.082271, "median": 0.08208, "std": 0.020015, "sem": 0.000718, "min": 0.032488, "max": 0.141433, "recall-0.025": 0.0, "recall-0.05": 0.044872, "recall-0.1": 0.811538, "recall-0.15": 0.996154, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "hip_right": { "count": 777, "mean": 0.105396, "median": 0.103438, "std": 0.018351, "sem": 0.000659, "min": 0.064033, "max": 0.172045, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.425641, "recall-0.15": 0.982051, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "knee_left": { "count": 777, "mean": 0.047451, "median": 0.04584, "std": 0.01934, "sem": 0.000694, "min": 0.009531, "max": 0.19946, "recall-0.025": 0.062821, "recall-0.05": 0.637179, "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": 0.051668, "median": 0.049045, "std": 0.018581, "sem": 0.000667, "min": 0.013105, "max": 0.129718, "recall-0.025": 0.038462, "recall-0.05": 0.520513, "recall-0.1": 0.978205, "recall-0.15": 0.996154, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "ankle_left": { "count": 777, "mean": 0.049703, "median": 0.046306, "std": 0.015838, "sem": 0.000569, "min": 0.014938, "max": 0.208524, "recall-0.025": 0.00641, "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": 0.034303, "median": 0.030002, "std": 0.016004, "sem": 0.000575, "min": 0.007529, "max": 0.174907, "recall-0.025": 0.302564, "recall-0.05": 0.870513, "recall-0.1": 0.99359, "recall-0.15": 0.994872, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "joint_recalls": { "num_labels": 10140, "recall-0.025": 0.0784, "recall-0.05": 0.44536, "recall-0.1": 0.90276, "recall-0.15": 0.98304, "recall-0.25": 0.99152, "recall-0.5": 0.99517 } } { "total_parts": 10920, "correct_parts": 10715, "pcp": 0.981227 } ``` ### Tsinghua (duration 00:01:51) ```json { "img_loading": 0.107937, "demosaicing": 0.00289745, "avg_time_2d": 0.0182237, "avg_time_3d": 0.00106003, "fps": 45.0833 } { "triangulator_calls": 210, "init_time": 1.33581e-05, "undistort_time": 6.25832e-05, "project_time": 0.000175731, "match_time": 0.000151574, "pairs_time": 8.83208e-05, "pair_scoring_time": 0.000224417, "grouping_time": 1.57613e-05, "full_time": 0.000183733, "merge_time": 5.17041e-05, "post_time": 1.24756e-05, "convert_time": 7.04071e-07, "total_time": 0.000980691 } { "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": 0.053185, "median": 0.049074, "std": 0.017681, "sem": 0.000705, "min": 0.03062, "max": 0.139821, "recall-0.025": 0.0, "recall-0.05": 0.528571, "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": 0.324369, "ap-0.1": 0.934088, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 598, "mean": 0.040067, "median": 0.038061, "std": 0.013346, "sem": 0.000546, "min": 0.012881, "max": 0.117843, "recall-0.025": 0.100334, "recall-0.05": 0.799331, "recall-0.1": 0.996656, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 598 }, "shoulder_left": { "count": 630, "mean": 0.059171, "median": 0.056525, "std": 0.018492, "sem": 0.000737, "min": 0.019836, "max": 0.144121, "recall-0.025": 0.014286, "recall-0.05": 0.322222, "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": 0.061345, "median": 0.05991, "std": 0.019626, "sem": 0.000783, "min": 0.016682, "max": 0.130307, "recall-0.025": 0.003175, "recall-0.05": 0.328571, "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": 0.050453, "median": 0.048237, "std": 0.020073, "sem": 0.0008, "min": 0.005516, "max": 0.149352, "recall-0.025": 0.065079, "recall-0.05": 0.561905, "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": 0.052078, "median": 0.047506, "std": 0.028849, "sem": 0.001151, "min": 0.005325, "max": 0.201864, "recall-0.025": 0.111288, "recall-0.05": 0.580286, "recall-0.1": 0.934817, "recall-0.15": 0.980922, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "wrist_left": { "count": 630, "mean": 0.047124, "median": 0.041549, "std": 0.025942, "sem": 0.001034, "min": 0.003765, "max": 0.218849, "recall-0.025": 0.147619, "recall-0.05": 0.655556, "recall-0.1": 0.95873, "recall-0.15": 0.992063, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "wrist_right": { "count": 625, "mean": 0.052973, "median": 0.048364, "std": 0.026005, "sem": 0.001041, "min": 0.004056, "max": 0.223562, "recall-0.025": 0.072, "recall-0.05": 0.5264, "recall-0.1": 0.952, "recall-0.15": 0.9936, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 625 }, "hip_left": { "count": 630, "mean": 0.051782, "median": 0.049027, "std": 0.020872, "sem": 0.000832, "min": 0.00343, "max": 0.144946, "recall-0.025": 0.071429, "recall-0.05": 0.525397, "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": 0.051933, "median": 0.049878, "std": 0.023516, "sem": 0.000938, "min": 0.006987, "max": 0.129697, "recall-0.025": 0.128776, "recall-0.05": 0.502385, "recall-0.1": 0.958665, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "knee_left": { "count": 628, "mean": 0.047461, "median": 0.035755, "std": 0.04563, "sem": 0.001822, "min": 0.007642, "max": 0.367472, "recall-0.025": 0.235669, "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": 0.054837, "median": 0.037744, "std": 0.071706, "sem": 0.002861, "min": 0.003544, "max": 0.495805, "recall-0.025": 0.222576, "recall-0.05": 0.72814, "recall-0.1": 0.941176, "recall-0.15": 0.952305, "recall-0.25": 0.957075, "recall-0.5": 1.0, "num_labels": 629 }, "ankle_left": { "count": 619, "mean": 0.057313, "median": 0.042518, "std": 0.070406, "sem": 0.002832, "min": 0.007807, "max": 0.487696, "recall-0.025": 0.090468, "recall-0.05": 0.676898, "recall-0.1": 0.95315, "recall-0.15": 0.959612, "recall-0.25": 0.966074, "recall-0.5": 1.0, "num_labels": 619 }, "ankle_right": { "count": 602, "mean": 0.046851, "median": 0.040904, "std": 0.044639, "sem": 0.001821, "min": 0.004454, "max": 0.45417, "recall-0.025": 0.172026, "recall-0.05": 0.688103, "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": 0.10985, "recall-0.05": 0.58297, "recall-0.1": 0.95731, "recall-0.15": 0.98352, "recall-0.25": 0.98917, "recall-0.5": 0.99754 } } { "total_parts": 8725, "correct_parts": 8593, "pcp": 0.984871 } ``` ### H3WB ##### default joints ```json { "img_loading": 0.0241738, "demosaicing": 0.000598751, "avg_time_2d": 0.00840097, "avg_time_3d": 0.000298556, "fps": 107.547 } { "triangulator_calls": 200, "init_time": 5.44347e-06, "undistort_time": 2.56544e-05, "project_time": 2.1495e-08, "match_time": 4.73149e-08, "pairs_time": 4.53496e-05, "pair_scoring_time": 9.76144e-05, "grouping_time": 2.12654e-06, "full_time": 7.86049e-05, "merge_time": 1.99197e-05, "post_time": 6.7157e-06, "convert_time": 2.87015e-07, "total_time": 0.00028211 } { "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": 0.023398, "median": 0.021441, "std": 0.010253, "sem": 0.000727, "min": 0.011617, "max": 0.094957, "recall-0.025": 0.685, "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": 0.607048, "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": 0.038269, "median": 0.030608, "std": 0.029484, "sem": 0.00209, "min": 0.004055, "max": 0.237489, "recall-0.025": 0.415, "recall-0.05": 0.775, "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": 0.018141, "median": 0.015445, "std": 0.011077, "sem": 0.000785, "min": 0.003173, "max": 0.070729, "recall-0.025": 0.81, "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": 0.022076, "median": 0.019204, "std": 0.012127, "sem": 0.00086, "min": 0.004463, "max": 0.079935, "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": 0.015862, "median": 0.012786, "std": 0.01233, "sem": 0.000874, "min": 0.002178, "max": 0.092262, "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": 0.021417, "median": 0.01395, "std": 0.021128, "sem": 0.001498, "min": 0.001858, "max": 0.128984, "recall-0.025": 0.74, "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": 0.025704, "median": 0.018494, "std": 0.030577, "sem": 0.002168, "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": 0.029159, "median": 0.022179, "std": 0.023049, "sem": 0.001634, "min": 0.001256, "max": 0.120296, "recall-0.025": 0.535, "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": 0.030903, "median": 0.0289, "std": 0.016264, "sem": 0.001153, "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": 0.030115, "median": 0.027708, "std": 0.014007, "sem": 0.000993, "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": 0.020073, "median": 0.014075, "std": 0.027135, "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": 0.018259, "median": 0.013514, "std": 0.031433, "sem": 0.002228, "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": 0.015566, "median": 0.010529, "std": 0.026086, "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": 0.016135, "median": 0.010357, "std": 0.028311, "sem": 0.002012, "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": 0.68808, "recall-0.05": 0.925, "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": 0.0242875, "demosaicing": 0.000565693, "avg_time_2d": 0.0200602, "avg_time_3d": 0.000406404, "fps": 47.546 } { "triangulator_calls": 200, "init_time": 6.87368e-06, "undistort_time": 3.54046e-05, "project_time": 1.964e-08, "match_time": 3.72049e-08, "pairs_time": 2.42469e-05, "pair_scoring_time": 0.000106503, "grouping_time": 2.11631e-06, "full_time": 0.00018626, "merge_time": 1.72068e-05, "post_time": 2.05793e-05, "convert_time": 2.3322e-06, "total_time": 0.000401904 } { "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": 0.044838, "median": 0.040784, "std": 0.018588, "sem": 0.001318, "min": 0.019529, "max": 0.167989, "recall-0.025": 0.035, "recall-0.05": 0.73, "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": 0.004774, "ap-0.05": 0.666176, "ap-0.1": 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"median": 0.017174, "std": 0.009283, "sem": 0.000658, "min": 0.002098, "max": 0.053414, "recall-0.025": 0.765, "recall-0.05": 0.995, "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": 0.031324, "median": 0.02795, "std": 0.019305, "sem": 0.001369, "min": 0.002201, "max": 0.112446, "recall-0.025": 0.455, "recall-0.05": 0.85, "recall-0.1": 0.99, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "body_errors": { "body": { "count": 5200, "mean": 0.029808, "median": 0.023605, "std": 0.025018, "sem": 0.001774, "min": 0.002873, "max": 0.17788, "num_labels": 5200 }, "face": { "count": 13598, "mean": 0.047862, "median": 0.039503, "std": 0.031829, "sem": 0.002256, "min": 0.00546, "max": 0.206629, "num_labels": 13600 }, "hand": { "count": 8366, "mean": 0.046492, "median": 0.027012, "std": 0.058683, "sem": 0.004169, "min": 0.002928, "max": 0.398992, "num_labels": 8400 } }, "joint_recalls": { "num_labels": 27200, "recall-0.025": 0.4025, "recall-0.05": 0.71261, "recall-0.1": 0.92121, "recall-0.15": 0.96949, "recall-0.25": 0.99151, "recall-0.5": 0.99868 } } { "total_parts": 2800, "correct_parts": 2791, "pcp": 0.996786 } ``` ### EgoHumans ##### tagging ```json { "img_loading": 0.322436, "demosaicing": 0.0114382, "avg_time_2d": 0.0273397, "avg_time_3d": 0.000840362, "fps": 25.2409 } { "triangulator_calls": 100, "init_time": 2.92908e-05, "undistort_time": 3.17902e-05, "project_time": 0.000119464, "match_time": 6.89764e-05, "pairs_time": 7.34318e-05, "pair_scoring_time": 0.000172845, "grouping_time": 3.13865e-05, "full_time": 0.000169842, "merge_time": 4.76841e-05, "post_time": 1.98025e-05, "convert_time": 1.34098e-06, "total_time": 0.000766207 } { "person_nums": { "total_frames": 100, "total_labels": 400, "total_preds": 437, "considered_empty": 0, "valid_preds": 383, "invalid_preds": 54, "missing": 17, "invalid_fraction": 0.12357, "precision": 0.87643, "recall": 0.9575, "f1": 0.91517, "non_empty": 437 }, "mpjpe": { "count": 383, "mean": 0.045059, "median": 0.032206, "std": 0.040235, "sem": 0.002059, "min": 0.014962, "max": 0.49254, "recall-0.025": 0.2075, "recall-0.05": 0.745, "recall-0.1": 0.89, "recall-0.15": 0.925, "recall-0.25": 0.955, "recall-0.5": 0.9575, "num_labels": 400, "ap-0.025": 0.053292, "ap-0.05": 0.673914, "ap-0.1": 0.870518, "ap-0.15": 0.910544, "ap-0.25": 0.942824, "ap-0.5": 0.945653 }, "head": { "count": 383, "mean": 0.04669, "median": 0.039093, "std": 0.043384, "sem": 0.00222, "min": 0.004429, "max": 0.496854, "recall-0.025": 0.22, "recall-0.05": 0.6625, "recall-0.1": 0.9175, "recall-0.15": 0.94, "recall-0.25": 0.9475, "recall-0.5": 0.9575, "num_labels": 400 }, "shoulder_left": { "count": 382, "mean": 0.038926, "median": 0.031568, "std": 0.036384, "sem": 0.001864, "min": 0.002686, "max": 0.491978, "recall-0.025": 0.33, "recall-0.05": 0.74, "recall-0.1": 0.925, "recall-0.15": 0.95, "recall-0.25": 0.95, "recall-0.5": 0.955, "num_labels": 400 }, "shoulder_right": { "count": 382, "mean": 0.038851, "median": 0.031731, "std": 0.03259, "sem": 0.00167, "min": 0.003622, "max": 0.353912, "recall-0.025": 0.265, "recall-0.05": 0.7925, "recall-0.1": 0.9275, "recall-0.15": 0.9375, "recall-0.25": 0.9525, "recall-0.5": 0.955, "num_labels": 400 }, "elbow_left": { "count": 382, "mean": 0.029456, "median": 0.024911, "std": 0.022287, "sem": 0.001142, "min": 0.003534, "max": 0.178979, "recall-0.025": 0.4825, "recall-0.05": 0.87, "recall-0.1": 0.9375, "recall-0.15": 0.945, "recall-0.25": 0.955, "recall-0.5": 0.955, "num_labels": 400 }, "elbow_right": { "count": 382, "mean": 0.038299, "median": 0.029516, "std": 0.035458, "sem": 0.001817, "min": 0.004949, "max": 0.365058, "recall-0.025": 0.3575, "recall-0.05": 0.7875, "recall-0.1": 0.9125, "recall-0.15": 0.94, "recall-0.25": 0.95, "recall-0.5": 0.955, "num_labels": 400 }, "wrist_left": { "count": 383, "mean": 0.038004, "median": 0.027045, "std": 0.043982, "sem": 0.00225, "min": 0.001687, "max": 0.459502, "recall-0.025": 0.44, "recall-0.05": 0.7925, "recall-0.1": 0.91, "recall-0.15": 0.935, "recall-0.25": 0.945, "recall-0.5": 0.9575, "num_labels": 400 }, "wrist_right": { "count": 380, "mean": 0.039264, "median": 0.026997, "std": 0.040802, "sem": 0.002096, "min": 0.001539, "max": 0.262235, "recall-0.025": 0.4375, "recall-0.05": 0.75, "recall-0.1": 0.8825, "recall-0.15": 0.9225, "recall-0.25": 0.9425, "recall-0.5": 0.95, "num_labels": 400 }, "hip_left": { "count": 382, "mean": 0.048329, "median": 0.039895, "std": 0.035343, "sem": 0.001811, "min": 0.004834, "max": 0.345707, "recall-0.025": 0.245, "recall-0.05": 0.6275, "recall-0.1": 0.9, "recall-0.15": 0.94, "recall-0.25": 0.95, "recall-0.5": 0.955, "num_labels": 400 }, "hip_right": { "count": 383, "mean": 0.050046, "median": 0.038937, "std": 0.039118, "sem": 0.002001, "min": 0.002488, "max": 0.247876, "recall-0.025": 0.2325, "recall-0.05": 0.625, "recall-0.1": 0.855, "recall-0.15": 0.92, "recall-0.25": 0.9575, "recall-0.5": 0.9575, "num_labels": 400 }, "knee_left": { "count": 380, "mean": 0.036009, "median": 0.024787, "std": 0.048742, "sem": 0.002504, "min": 0.003168, "max": 0.470723, "recall-0.025": 0.4825, "recall-0.05": 0.83, "recall-0.1": 0.9125, "recall-0.15": 0.9225, "recall-0.25": 0.9275, "recall-0.5": 0.95, "num_labels": 400 }, "knee_right": { "count": 380, "mean": 0.041112, "median": 0.024873, "std": 0.070198, "sem": 0.003606, "min": 0.002593, "max": 0.472539, "recall-0.025": 0.4775, "recall-0.05": 0.8175, "recall-0.1": 0.9075, "recall-0.15": 0.9175, "recall-0.25": 0.92, "recall-0.5": 0.95, "num_labels": 400 }, "ankle_left": { "count": 379, "mean": 0.035253, "median": 0.02576, "std": 0.044817, "sem": 0.002305, "min": 0.002248, "max": 0.447605, "recall-0.025": 0.4525, "recall-0.05": 0.8, "recall-0.1": 0.9125, "recall-0.15": 0.9325, "recall-0.25": 0.9375, "recall-0.5": 0.9475, "num_labels": 400 }, "ankle_right": { "count": 364, "mean": 0.044114, "median": 0.029508, "std": 0.046064, "sem": 0.002418, "min": 0.002424, "max": 0.430254, "recall-0.025": 0.3825, "recall-0.05": 0.6575, "recall-0.1": 0.8375, "recall-0.15": 0.8825, "recall-0.25": 0.905, "recall-0.5": 0.91, "num_labels": 400 }, "joint_recalls": { "num_labels": 5200, "recall-0.025": 0.36962, "recall-0.05": 0.75, "recall-0.1": 0.90288, "recall-0.15": 0.92962, "recall-0.25": 0.94154, "recall-0.5": 0.95038 } } { "total_parts": 5600, "correct_parts": 5224, "pcp": 0.932857 } ``` ##### legoassemble ```json { "img_loading": 0.279166, "demosaicing": 0.0110557, "avg_time_2d": 0.0239883, "avg_time_3d": 0.000582434, "fps": 28.069 } { "triangulator_calls": 121, "init_time": 2.53406e-05, "undistort_time": 2.84069e-05, "project_time": 3.72275e-05, "match_time": 2.97882e-05, "pairs_time": 5.35542e-05, "pair_scoring_time": 0.000158358, "grouping_time": 2.31118e-05, "full_time": 0.000170573, "merge_time": 2.5659e-05, "post_time": 1.20547e-05, "convert_time": 6.28463e-07, "total_time": 0.000564992 } { "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": 0.025748, "median": 0.024967, "std": 0.007279, "sem": 0.000383, "min": 0.011333, "max": 0.051735, "recall-0.025": 0.504132, "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": 0.271957, "ap-0.05": 0.993003, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 363, "mean": 0.028106, "median": 0.022721, "std": 0.017761, "sem": 0.000934, "min": 0.00109, "max": 0.112785, "recall-0.025": 0.548209, "recall-0.05": 0.884298, "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": 0.027313, "median": 0.02188, "std": 0.02125, "sem": 0.001117, "min": 0.002899, "max": 0.151257, "recall-0.025": 0.581267, "recall-0.05": 0.892562, "recall-0.1": 0.975207, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "shoulder_right": { "count": 363, "mean": 0.023346, "median": 0.021166, "std": 0.012795, "sem": 0.000672, "min": 0.003682, "max": 0.101851, "recall-0.025": 0.61157, "recall-0.05": 0.955923, "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": 0.022274, "median": 0.019473, "std": 0.014908, "sem": 0.000784, "min": 0.001441, "max": 0.194618, "recall-0.025": 0.694215, "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": 0.018591, "median": 0.016646, "std": 0.010253, "sem": 0.000539, "min": 0.001046, "max": 0.083441, "recall-0.025": 0.801653, "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": 0.023541, "median": 0.018873, "std": 0.018375, "sem": 0.000966, "min": 0.00279, "max": 0.199397, "recall-0.025": 0.683196, "recall-0.05": 0.931129, "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": 0.019614, "median": 0.01774, "std": 0.011224, "sem": 0.00059, "min": 0.002333, "max": 0.076342, "recall-0.025": 0.763085, "recall-0.05": 0.977961, "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": 0.031137, "median": 0.026379, "std": 0.017131, "sem": 0.0009, "min": 0.00582, "max": 0.117111, "recall-0.025": 0.443526, "recall-0.05": 0.859504, "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": 0.031253, "median": 0.028754, "std": 0.016797, "sem": 0.000883, "min": 0.003451, "max": 0.138183, "recall-0.025": 0.38292, "recall-0.05": 0.898072, "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": 0.028269, "median": 0.020833, "std": 0.023145, "sem": 0.001216, "min": 0.001686, "max": 0.127237, "recall-0.025": 0.62259, "recall-0.05": 0.859504, "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": 0.023653, "median": 0.020646, "std": 0.013375, "sem": 0.000703, "min": 0.001969, "max": 0.066531, "recall-0.025": 0.600551, "recall-0.05": 0.944904, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "ankle_left": { "count": 363, "mean": 0.028221, "median": 0.021538, "std": 0.022721, "sem": 0.001194, "min": 0.002656, "max": 0.178927, "recall-0.025": 0.570248, "recall-0.05": 0.895317, "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": 0.029404, "median": 0.022095, "std": 0.02712, "sem": 0.001425, "min": 0.002482, "max": 0.263543, "recall-0.025": 0.584022, "recall-0.05": 0.865014, "recall-0.1": 0.969697, "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": 0.60521, "recall-0.05": 0.91566, "recall-0.1": 0.98962, "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": 0.307762, "demosaicing": 0.0125097, "avg_time_2d": 0.0288241, "avg_time_3d": 0.00101534, "fps": 23.6132 } { "triangulator_calls": 166, "init_time": 3.00134e-05, "undistort_time": 4.61263e-05, "project_time": 8.32134e-05, "match_time": 9.79454e-05, "pairs_time": 0.000195891, "pair_scoring_time": 0.00031973, "grouping_time": 4.78279e-05, "full_time": 0.000304452, "merge_time": 6.40648e-05, "post_time": 1.52657e-05, "convert_time": 9.29356e-07, "total_time": 0.0012058 } { "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": 0.024417, "median": 0.021317, "std": 0.008581, "sem": 0.000472, "min": 0.010538, "max": 0.054499, "recall-0.025": 0.638554, "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": 0.34711, "ap-0.05": 0.631175, "ap-0.1": 0.658365, "ap-0.15": 0.658365, "ap-0.25": 0.658365, "ap-0.5": 0.658365 }, "head": { "count": 332, "mean": 0.04037, "median": 0.040174, "std": 0.020337, "sem": 0.001118, "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": 0.023607, "median": 0.020341, "std": 0.013247, "sem": 0.000728, "min": 0.000947, "max": 0.084835, "recall-0.025": 0.689759, "recall-0.05": 0.951807, "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": 0.028416, "median": 0.020283, "std": 0.022937, "sem": 0.001261, "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": 0.019441, "median": 0.016736, "std": 0.010921, "sem": 0.0006, "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": 0.023347, "median": 0.019028, "std": 0.016086, "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": 0.02016, "median": 0.013498, "std": 0.019911, "sem": 0.001094, "min": 0.001101, "max": 0.132356, "recall-0.025": 0.762048, "recall-0.05": 0.924699, "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": 0.027974, "median": 0.020754, "std": 0.021402, "sem": 0.001176, "min": 0.002506, "max": 0.177327, "recall-0.025": 0.590361, "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 }, "hip_left": { "count": 332, "mean": 0.028931, "median": 0.024624, "std": 0.017001, "sem": 0.000934, "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": 0.029224, "median": 0.026467, "std": 0.016029, "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": 0.020704, "median": 0.01506, "std": 0.015583, "sem": 0.000857, "min": 0.000971, "max": 0.100808, "recall-0.025": 0.746988, "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": 0.01916, "median": 0.013543, "std": 0.015845, "sem": 0.000871, "min": 0.00184, "max": 0.104666, "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": 0.013709, "median": 0.011108, "std": 0.009631, "sem": 0.000529, "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": 0.022383, "median": 0.02023, "std": 0.013429, "sem": 0.000738, "min": 0.001476, "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": 0.65454, "recall-0.05": 0.9101, "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": 0.310042, "demosaicing": 0.0114592, "avg_time_2d": 0.0280557, "avg_time_3d": 0.00132565, "fps": 24.4854 } { "triangulator_calls": 110, "init_time": 4.06453e-05, "undistort_time": 5.08205e-05, "project_time": 0.000184523, "match_time": 0.000130972, "pairs_time": 9.69983e-05, "pair_scoring_time": 0.000311034, "grouping_time": 6.6782e-05, "full_time": 0.00035731, "merge_time": 2.62067e-05, "post_time": 1.57595e-05, "convert_time": 1.02545e-06, "total_time": 0.00128239 } { "person_nums": { "total_frames": 110, "total_labels": 330, "total_preds": 460, "considered_empty": 0, "valid_preds": 330, "invalid_preds": 130, "missing": 0, "invalid_fraction": 0.28261, "precision": 0.71739, "recall": 1.0, "f1": 0.83544, "non_empty": 460 }, "mpjpe": { "count": 330, "mean": 0.041756, "median": 0.037781, "std": 0.015726, "sem": 0.000867, "min": 0.018151, "max": 0.105601, "recall-0.025": 0.084848, "recall-0.05": 0.736364, "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": 0.012179, "ap-0.05": 0.464279, "ap-0.1": 0.725222, "ap-0.15": 0.729469, "ap-0.25": 0.729469, "ap-0.5": 0.729469 }, "head": { "count": 330, "mean": 0.04881, "median": 0.042396, "std": 0.026214, "sem": 0.001445, "min": 0.009173, "max": 0.149923, "recall-0.025": 0.151515, "recall-0.05": 0.615152, "recall-0.1": 0.939394, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "shoulder_left": { "count": 330, "mean": 0.047089, "median": 0.043291, "std": 0.024651, "sem": 0.001359, "min": 0.005014, "max": 0.163803, "recall-0.025": 0.148485, "recall-0.05": 0.624242, "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": 0.042653, "median": 0.038335, "std": 0.023576, "sem": 0.0013, "min": 0.004333, "max": 0.121127, "recall-0.025": 0.224242, "recall-0.05": 0.736364, "recall-0.1": 0.957576, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "elbow_left": { "count": 330, "mean": 0.045764, "median": 0.039045, "std": 0.028366, "sem": 0.001564, "min": 0.003574, "max": 0.172573, "recall-0.025": 0.236364, "recall-0.05": 0.651515, "recall-0.1": 0.942424, "recall-0.15": 0.993939, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "elbow_right": { "count": 330, "mean": 0.044012, "median": 0.037702, "std": 0.029141, "sem": 0.001607, "min": 0.0023, "max": 0.253243, "recall-0.025": 0.257576, "recall-0.05": 0.693939, "recall-0.1": 0.954545, "recall-0.15": 0.990909, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "wrist_left": { "count": 330, "mean": 0.049407, "median": 0.040361, "std": 0.040458, "sem": 0.002231, "min": 0.004113, "max": 0.381264, "recall-0.025": 0.221212, "recall-0.05": 0.615152, "recall-0.1": 0.936364, "recall-0.15": 0.978788, "recall-0.25": 0.993939, "recall-0.5": 1.0, "num_labels": 330 }, "wrist_right": { "count": 330, "mean": 0.050442, "median": 0.041114, "std": 0.035329, "sem": 0.001948, "min": 0.006287, "max": 0.300814, "recall-0.025": 0.2, "recall-0.05": 0.642424, "recall-0.1": 0.921212, "recall-0.15": 0.987879, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "hip_left": { "count": 330, "mean": 0.04341, "median": 0.040099, "std": 0.022635, "sem": 0.001248, "min": 0.004039, "max": 0.143194, "recall-0.025": 0.206061, "recall-0.05": 0.675758, "recall-0.1": 0.981818, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "hip_right": { "count": 330, "mean": 0.041402, "median": 0.038667, "std": 0.022462, "sem": 0.001238, "min": 0.002049, "max": 0.143942, "recall-0.025": 0.254545, "recall-0.05": 0.666667, "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": 0.033504, "median": 0.029804, "std": 0.020262, "sem": 0.001117, "min": 0.002201, "max": 0.120402, "recall-0.025": 0.412121, "recall-0.05": 0.806061, "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": 0.034302, "median": 0.028812, "std": 0.020881, "sem": 0.001151, "min": 0.000919, "max": 0.142352, "recall-0.025": 0.412121, "recall-0.05": 0.793939, "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": 0.031654, "median": 0.025661, "std": 0.023702, "sem": 0.001307, "min": 0.002151, "max": 0.165744, "recall-0.025": 0.490909, "recall-0.05": 0.833333, "recall-0.1": 0.972727, "recall-0.15": 0.99697, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "ankle_right": { "count": 330, "mean": 0.030374, "median": 0.025591, "std": 0.01959, "sem": 0.00108, "min": 0.001198, "max": 0.121823, "recall-0.025": 0.493939, "recall-0.05": 0.854545, "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": 0.28345, "recall-0.05": 0.70676, "recall-0.1": 0.96131, "recall-0.15": 0.99534, "recall-0.25": 0.99883, "recall-0.5": 1.0 } } { "total_parts": 4620, "correct_parts": 4598, "pcp": 0.995238 } ``` ##### volleyball ```json { "img_loading": 0.470551, "demosaicing": 0.0182303, "avg_time_2d": 0.0511334, "avg_time_3d": 0.00225534, "fps": 13.9628 } { "triangulator_calls": 121, "init_time": 6.60406e-05, "undistort_time": 8.67292e-05, "project_time": 0.000169087, "match_time": 6.39517e-05, "pairs_time": 0.000255587, "pair_scoring_time": 0.000614751, "grouping_time": 0.000452075, "full_time": 0.000508112, "merge_time": 0.000133889, "post_time": 1.68345e-05, "convert_time": 1.07164e-06, "total_time": 0.00236848 } { "person_nums": { "total_frames": 121, "total_labels": 484, "total_preds": 489, "considered_empty": 0, "valid_preds": 480, "invalid_preds": 9, "missing": 4, "invalid_fraction": 0.0184, "precision": 0.9816, "recall": 0.99174, "f1": 0.98664, "non_empty": 489 }, "mpjpe": { "count": 480, "mean": 0.030531, "median": 0.028538, "std": 0.010204, "sem": 0.000466, "min": 0.014079, "max": 0.07436, "recall-0.025": 0.338843, "recall-0.05": 0.942149, "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": 0.121175, "ap-0.05": 0.888757, "ap-0.1": 0.980232, "ap-0.15": 0.980232, "ap-0.25": 0.980232, "ap-0.5": 0.980232 }, "head": { "count": 480, "mean": 0.030784, "median": 0.025799, "std": 0.018881, "sem": 0.000863, "min": 0.002447, "max": 0.160585, "recall-0.025": 0.479339, "recall-0.05": 0.826446, "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": 0.030642, "median": 0.026146, "std": 0.017398, "sem": 0.000795, "min": 0.005348, "max": 0.1055, "recall-0.025": 0.458678, "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": 0.030974, "median": 0.025777, "std": 0.01967, "sem": 0.000899, "min": 0.001719, "max": 0.133444, "recall-0.025": 0.452479, "recall-0.05": 0.859504, "recall-0.1": 0.981405, "recall-0.15": 0.991736, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484 }, "elbow_left": { "count": 480, "mean": 0.032378, "median": 0.028165, "std": 0.020173, "sem": 0.000922, "min": 0.003275, "max": 0.188895, "recall-0.025": 0.415289, "recall-0.05": 0.842975, "recall-0.1": 0.981405, "recall-0.15": 0.989669, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484 }, "elbow_right": { "count": 480, "mean": 0.033488, "median": 0.027196, "std": 0.024715, "sem": 0.001129, "min": 0.001778, "max": 0.202641, "recall-0.025": 0.452479, "recall-0.05": 0.834711, "recall-0.1": 0.960744, "recall-0.15": 0.987603, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484 }, "wrist_left": { "count": 480, "mean": 0.038308, "median": 0.032244, "std": 0.027997, "sem": 0.001279, "min": 0.002366, "max": 0.238722, "recall-0.025": 0.342975, "recall-0.05": 0.778926, "recall-0.1": 0.956612, "recall-0.15": 0.983471, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484 }, "wrist_right": { "count": 480, "mean": 0.03765, "median": 0.029737, "std": 0.029608, "sem": 0.001353, "min": 0.00269, "max": 0.281444, "recall-0.025": 0.367769, "recall-0.05": 0.793388, "recall-0.1": 0.956612, "recall-0.15": 0.983471, "recall-0.25": 0.989669, "recall-0.5": 0.991736, "num_labels": 484 }, "hip_left": { "count": 480, "mean": 0.036486, "median": 0.034047, "std": 0.01762, "sem": 0.000805, "min": 0.004045, "max": 0.118765, "recall-0.025": 0.270661, "recall-0.05": 0.807851, "recall-0.1": 0.983471, "recall-0.15": 0.991736, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484 }, "hip_right": { "count": 480, "mean": 0.037971, "median": 0.031497, "std": 0.022831, "sem": 0.001043, "min": 0.005271, "max": 0.13518, "recall-0.025": 0.301653, "recall-0.05": 0.760331, "recall-0.1": 0.96281, "recall-0.15": 0.991736, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484 }, "knee_left": { "count": 480, "mean": 0.021157, "median": 0.017603, "std": 0.014151, "sem": 0.000647, "min": 0.003114, "max": 0.162904, "recall-0.025": 0.706612, "recall-0.05": 0.952479, "recall-0.1": 0.989669, "recall-0.15": 0.989669, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484 }, "knee_right": { "count": 480, "mean": 0.023927, "median": 0.020031, "std": 0.015451, "sem": 0.000706, "min": 0.002024, "max": 0.095613, "recall-0.025": 0.636364, "recall-0.05": 0.917355, "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": 0.020877, "median": 0.017295, "std": 0.013578, "sem": 0.00062, "min": 0.00154, "max": 0.114176, "recall-0.025": 0.731405, "recall-0.05": 0.952479, "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": 0.02226, "median": 0.01806, "std": 0.0139, "sem": 0.000635, "min": 0.00183, "max": 0.09663, "recall-0.025": 0.688017, "recall-0.05": 0.933884, "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": 0.48411, "recall-0.05": 0.85346, "recall-0.1": 0.97807, "recall-0.15": 0.98872, "recall-0.25": 0.99142, "recall-0.5": 0.99174 } } { "total_parts": 6776, "correct_parts": 6713, "pcp": 0.990702 } ``` ##### badminton ```json { "img_loading": 0.45185, "demosaicing": 0.0179964, "avg_time_2d": 0.0438015, "avg_time_3d": 0.00138972, "fps": 15.8259 } { "triangulator_calls": 183, "init_time": 3.05519e-05, "undistort_time": 6.62464e-05, "project_time": 0.000129859, "match_time": 7.89255e-05, "pairs_time": 0.000176767, "pair_scoring_time": 0.000370525, "grouping_time": 0.000106381, "full_time": 0.000359018, "merge_time": 4.50007e-05, "post_time": 1.55241e-05, "convert_time": 9.33995e-07, "total_time": 0.00138012 } { "person_nums": { "total_frames": 183, "total_labels": 732, "total_preds": 741, "considered_empty": 0, "valid_preds": 732, "invalid_preds": 9, "missing": 0, "invalid_fraction": 0.01215, "precision": 0.98785, "recall": 1.0, "f1": 0.99389, "non_empty": 741 }, "mpjpe": { "count": 732, "mean": 0.025834, "median": 0.024787, "std": 0.007706, "sem": 0.000285, "min": 0.010553, "max": 0.061606, "recall-0.025": 0.51776, "recall-0.05": 0.986339, "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": 0.297563, "ap-0.05": 0.978242, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 732, "mean": 0.029346, "median": 0.023695, "std": 0.02245, "sem": 0.00083, "min": 0.002001, "max": 0.276029, "recall-0.025": 0.534153, "recall-0.05": 0.89071, "recall-0.1": 0.98224, "recall-0.15": 0.995902, "recall-0.25": 0.998634, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_left": { "count": 732, "mean": 0.0334, "median": 0.027904, "std": 0.021085, "sem": 0.00078, "min": 0.002135, "max": 0.151673, "recall-0.025": 0.40847, "recall-0.05": 0.840164, "recall-0.1": 0.980874, "recall-0.15": 0.998634, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_right": { "count": 732, "mean": 0.028905, "median": 0.02402, "std": 0.019353, "sem": 0.000716, "min": 0.001565, "max": 0.21064, "recall-0.025": 0.530055, "recall-0.05": 0.879781, "recall-0.1": 0.993169, "recall-0.15": 0.997268, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "elbow_left": { "count": 732, "mean": 0.026036, "median": 0.021853, "std": 0.016745, "sem": 0.000619, "min": 0.003136, "max": 0.131803, "recall-0.025": 0.587432, "recall-0.05": 0.92623, "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": 0.0247, 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"count": 732, "mean": 0.019972, "median": 0.018035, "std": 0.011087, "sem": 0.00041, "min": 0.001218, "max": 0.091512, "recall-0.025": 0.75, "recall-0.05": 0.976776, "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": 0.021152, "median": 0.019309, "std": 0.011086, "sem": 0.00041, "min": 0.00222, "max": 0.113657, "recall-0.025": 0.715847, "recall-0.05": 0.980874, "recall-0.1": 0.998634, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "joint_recalls": { "num_labels": 9516, "recall-0.025": 0.59437, "recall-0.05": 0.9256, "recall-0.1": 0.99285, "recall-0.15": 0.99905, "recall-0.25": 0.99989, "recall-0.5": 1.0 } } { "total_parts": 10248, "correct_parts": 10240, "pcp": 0.999219 } ``` ##### tennis ```json { "img_loading": 0.687391, "demosaicing": 0.0269829, "avg_time_2d": 0.0513874, "avg_time_3d": 0.00131291, "fps": 12.5497 } { "triangulator_calls": 181, "init_time": 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5063, "pcp": 0.999013 } ```