# 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": 0.0208471, "demosaicing": 0.000611781, "avg_time_2d": 0.00825146, "avg_time_3d": 0.000168117, "fps": 110.725 } { "triangulator_calls": 600, "init_time": 5.69171e-06, "undistort_time": 1.80687e-05, "project_time": 1.57143e-05, "match_time": 9.70115e-06, "pairs_time": 1.33375e-05, "pair_scoring_time": 3.57532e-05, "grouping_time": 1.79129e-06, "full_time": 3.60629e-05, "merge_time": 1.07074e-05, "post_time": 5.93624e-06, "convert_time": 4.7504e-07, "total_time": 0.000153537 } { "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": 0.0419109, "demosaicing": 0.000697378, "avg_time_2d": 0.0148942, "avg_time_3d": 0.000115663, "fps": 63.6649 } { "triangulator_calls": 301, "init_time": 2.90153e-06, "undistort_time": 1.41506e-05, "project_time": 2.27745e-06, "match_time": 8.70995e-06, "pairs_time": 4.43637e-06, "pair_scoring_time": 2.61534e-05, "grouping_time": 4.53385e-06, "full_time": 2.64184e-05, "merge_time": 1.0161e-05, "post_time": 6.56943e-06, "convert_time": 1.31748e-07, "total_time": 0.000106678 } { "person_nums": { "total_frames": 301, "total_labels": 477, "total_preds": 827, "considered_empty": 0, "valid_preds": 477, "invalid_preds": 350, "missing": 0, "invalid_fraction": 0.42322, "precision": 0.57678, "recall": 1.0, "f1": 0.7316, "non_empty": 827 }, "mpjpe": { "count": 477, "mean": 0.048001, "median": 0.042569, "std": 0.014925, "sem": 0.000684, "min": 0.03012, "max": 0.116311, "recall-0.025": 0.0, "recall-0.05": 0.70021, "recall-0.1": 0.983229, "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": 0.389107, "ap-0.1": 0.731078, "ap-0.15": 0.74682, "ap-0.25": 0.74682, "ap-0.5": 0.74682 }, "head": { "count": 477, "mean": 0.054217, "median": 0.050158, "std": 0.024847, "sem": 0.001139, "min": 0.005598, "max": 0.180564, "recall-0.025": 0.081761, "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": 0.042429, "median": 0.037021, "std": 0.020584, "sem": 0.000943, "min": 0.004311, "max": 0.136587, "recall-0.025": 0.161426, "recall-0.05": 0.727463, "recall-0.1": 0.985325, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_right": { "count": 477, "mean": 0.049623, "median": 0.045796, "std": 0.02312, "sem": 0.00106, "min": 0.005348, "max": 0.147448, "recall-0.025": 0.100629, "recall-0.05": 0.561845, "recall-0.1": 0.955975, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_left": { "count": 477, "mean": 0.04078, "median": 0.032063, "std": 0.029273, "sem": 0.001342, "min": 0.003449, "max": 0.326226, "recall-0.025": 0.316562, "recall-0.05": 0.756813, "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": 0.053274, "median": 0.044357, "std": 0.040895, "sem": 0.001874, "min": 0.003528, "max": 0.244052, "recall-0.025": 0.257862, "recall-0.05": 0.561845, "recall-0.1": 0.901468, "recall-0.15": 0.958071, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_left": { "count": 477, "mean": 0.059994, "median": 0.053953, "std": 0.038609, "sem": 0.00177, "min": 0.002051, "max": 0.322481, "recall-0.025": 0.132075, "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": 0.059427, "median": 0.054405, "std": 0.034224, "sem": 0.001569, "min": 0.009618, "max": 0.371666, "recall-0.025": 0.113208, "recall-0.05": 0.415094, "recall-0.1": 0.899371, "recall-0.15": 0.979036, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "hip_left": { "count": 477, "mean": 0.048028, "median": 0.042252, "std": 0.026459, "sem": 0.001213, "min": 0.006475, "max": 0.145904, "recall-0.025": 0.190776, "recall-0.05": 0.618449, "recall-0.1": 0.951782, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_right": { "count": 477, "mean": 0.058447, "median": 0.05753, "std": 0.0237, "sem": 0.001086, "min": 0.005137, "max": 0.132317, "recall-0.025": 0.098532, "recall-0.05": 0.39413, "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": 0.040484, "median": 0.038079, "std": 0.024499, "sem": 0.001123, "min": 0.004927, "max": 0.190068, "recall-0.025": 0.257862, "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": 0.040167, "median": 0.036232, "std": 0.023115, "sem": 0.001059, "min": 0.00733, "max": 0.184932, "recall-0.025": 0.310273, "recall-0.05": 0.708595, "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": 0.036403, "median": 0.028172, "std": 0.03066, "sem": 0.001405, "min": 0.004789, "max": 0.223748, "recall-0.025": 0.433962, "recall-0.05": 0.81761, "recall-0.1": 0.947589, "recall-0.15": 0.983229, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_right": { "count": 477, "mean": 0.040745, "median": 0.030898, "std": 0.03726, "sem": 0.001708, "min": 0.003323, "max": 0.270118, "recall-0.025": 0.301887, "recall-0.05": 0.805031, "recall-0.1": 0.930818, "recall-0.15": 0.968553, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "joint_recalls": { "num_labels": 6201, "recall-0.025": 0.21142, "recall-0.05": 0.61538, "recall-0.1": 0.94275, "recall-0.15": 0.98645, "recall-0.25": 0.99871, "recall-0.5": 1.0 } } { "total_parts": 6678, "correct_parts": 6619, "pcp": 0.991165 } ``` ### Campus ```json { "img_loading": 0.0048468, "demosaicing": 0.000180895, "avg_time_2d": 0.00702508, "avg_time_3d": 0.000214818, "fps": 134.757 } { "triangulator_calls": 222, "init_time": 5.89319e-06, "undistort_time": 2.81119e-05, "project_time": 2.92487e-05, "match_time": 1.45758e-05, "pairs_time": 1.69365e-05, "pair_scoring_time": 3.88471e-05, "grouping_time": 2.33158e-06, "full_time": 4.68102e-05, "merge_time": 1.14781e-05, "post_time": 9.29989e-06, "convert_time": 3.94509e-07, "total_time": 0.000204305 } { "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": 0.079007, "median": 0.075937, "std": 0.018946, "sem": 0.000978, "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": 0.730234, "ap-0.15": 0.943103, "ap-0.25": 0.945682, "ap-0.5": 0.945682 }, "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": 0.0714, "median": 0.064452, "std": 0.033946, "sem": 0.001753, "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": 0.091033, "median": 0.073884, "std": 0.054342, "sem": 0.002806, "min": 0.014223, "max": 0.34788, "recall-0.025": 0.026596, "recall-0.05": 0.257979, "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": 0.125936, "median": 0.110251, "std": 0.070941, "sem": 0.003663, "min": 0.012812, "max": 0.459069, "recall-0.025": 0.018617, "recall-0.05": 0.085106, "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": 0.114167, "median": 0.106122, "std": 0.049953, "sem": 0.00258, "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": 0.071843, "median": 0.071161, "std": 0.030542, "sem": 0.001577, "min": 0.003723, "max": 0.154372, "recall-0.025": 0.066489, "recall-0.05": 0.24734, "recall-0.1": 0.821809, "recall-0.15": 0.994681, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "hip_right": { "count": 376, "mean": 0.076845, "median": 0.075292, "std": 0.033417, "sem": 0.001726, "min": 0.011705, "max": 0.223145, "recall-0.025": 0.026596, "recall-0.05": 0.199468, "recall-0.1": 0.819149, "recall-0.15": 0.957447, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_left": { "count": 376, "mean": 0.053635, "median": 0.04811, "std": 0.024822, "sem": 0.001282, "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": 0.054134, "median": 0.047653, "std": 0.031332, "sem": 0.001618, "min": 0.010162, "max": 0.233694, "recall-0.025": 0.119681, "recall-0.05": 0.56117, "recall-0.1": 0.930851, "recall-0.15": 0.976064, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "ankle_left": { "count": 375, "mean": 0.065564, "median": 0.050728, "std": 0.0509, "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": 376, "mean": 0.065566, "median": 0.050496, "std": 0.06032, "sem": 0.003115, "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": 1.0, "num_labels": 376 }, "joint_recalls": { "num_labels": 4888, "recall-0.025": 0.04808, "recall-0.05": 0.30176, "recall-0.1": 0.76371, "recall-0.15": 0.92042, "recall-0.25": 0.98691, "recall-0.5": 0.99918 } } { "total_parts": 5264, "correct_parts": 4939, "pcp": 0.93826 } ``` ### MVOR ```json { "img_loading": 0.0113989, "demosaicing": 0.000327695, "avg_time_2d": 0.00816496, "avg_time_3d": 0.000186807, "fps": 115.214 } { "triangulator_calls": 629, "init_time": 7.04259e-06, "undistort_time": 2.31075e-05, "project_time": 1.87111e-05, "match_time": 1.00245e-05, "pairs_time": 1.62813e-05, "pair_scoring_time": 4.34075e-05, "grouping_time": 5.42368e-06, "full_time": 3.48407e-05, "merge_time": 5.95475e-06, "post_time": 8.6044e-06, "convert_time": 3.39657e-07, "total_time": 0.000174111 } { "person_nums": { "total_frames": 629, "total_labels": 1061, "total_preds": 1115, "considered_empty": 0, "valid_preds": 818, "invalid_preds": 297, "missing": 243, "invalid_fraction": 0.26637, "precision": 0.73363, "recall": 0.77097, "f1": 0.75184, "non_empty": 1115 }, "mpjpe": { "count": 818, "mean": 0.119317, "median": 0.100193, "std": 0.066226, "sem": 0.002317, "min": 0.040417, "max": 0.498763, "recall-0.025": 0.0, "recall-0.05": 0.001885, "recall-0.1": 0.381715, "recall-0.15": 0.624882, "recall-0.25": 0.736098, "recall-0.5": 0.770971, "num_labels": 1061, "ap-0.025": 0.0, "ap-0.05": 3.6e-05, "ap-0.1": 0.233363, "ap-0.15": 0.504121, "ap-0.25": 0.65678, "ap-0.5": 0.698489 }, "head": { "count": 816, "mean": 0.068601, "median": 0.051771, "std": 0.063172, "sem": 0.002213, "min": 0.004593, "max": 0.497724, "recall-0.025": 0.087653, "recall-0.05": 0.367578, "recall-0.1": 0.6541, "recall-0.15": 0.713478, "recall-0.25": 0.743638, "recall-0.5": 0.769086, "num_labels": 1061 }, "shoulder_left": { "count": 814, "mean": 0.063819, "median": 0.045524, "std": 0.063085, "sem": 0.002212, "min": 0.003744, "max": 0.488342, "recall-0.025": 0.163054, "recall-0.05": 0.421301, "recall-0.1": 0.644675, "recall-0.15": 0.708765, "recall-0.25": 0.746466, "recall-0.5": 0.767201, "num_labels": 1061 }, "shoulder_right": { "count": 814, "mean": 0.061247, "median": 0.041097, "std": 0.06324, "sem": 0.002218, "min": 0.002952, "max": 0.454151, "recall-0.025": 0.151744, "recall-0.05": 0.468426, "recall-0.1": 0.65787, "recall-0.15": 0.713478, "recall-0.25": 0.744581, "recall-0.5": 0.767201, "num_labels": 1061 }, "elbow_left": { "count": 804, "mean": 0.108364, "median": 0.079923, "std": 0.089186, "sem": 0.003147, "min": 0.004244, "max": 0.482576, "recall-0.025": 0.068803, "recall-0.05": 0.232799, "recall-0.1": 0.453346, "recall-0.15": 0.571159, "recall-0.25": 0.692743, "recall-0.5": 0.757776, "num_labels": 1061 }, "elbow_right": { "count": 809, "mean": 0.08947, "median": 0.061393, "std": 0.081128, "sem": 0.002854, "min": 0.004219, "max": 0.47974, "recall-0.025": 0.092366, "recall-0.05": 0.30066, "recall-0.1": 0.543827, "recall-0.15": 0.648445, "recall-0.25": 0.71442, "recall-0.5": 0.762488, "num_labels": 1061 }, "wrist_left": { "count": 804, "mean": 0.12967, "median": 0.093197, "std": 0.105414, "sem": 0.00372, "min": 0.006234, "max": 0.496772, "recall-0.025": 0.070688, "recall-0.05": 0.195099, "recall-0.1": 0.396795, "recall-0.15": 0.505184, "recall-0.25": 0.65033, "recall-0.5": 0.757776, "num_labels": 1061 }, "wrist_right": { "count": 804, "mean": 0.112302, "median": 0.077038, "std": 0.100622, "sem": 0.003551, "min": 0.006447, "max": 0.480896, "recall-0.025": 0.087653, "recall-0.05": 0.257304, "recall-0.1": 0.478794, "recall-0.15": 0.559849, "recall-0.25": 0.664467, "recall-0.5": 0.757776, "num_labels": 1061 }, "hip_left": { "count": 802, "mean": 0.196252, "median": 0.17963, "std": 0.084436, "sem": 0.002983, "min": 0.028645, "max": 0.498696, "recall-0.025": 0.0, "recall-0.05": 0.005655, "recall-0.1": 0.05655, "recall-0.15": 0.252592, "recall-0.25": 0.591894, "recall-0.5": 0.755891, "num_labels": 1061 }, "hip_right": { "count": 798, "mean": 0.189537, "median": 0.173182, "std": 0.079435, "sem": 0.002814, "min": 0.03323, "max": 0.498131, "recall-0.025": 0.0, "recall-0.05": 0.002828, "recall-0.1": 0.062205, "recall-0.15": 0.257304, "recall-0.25": 0.619227, "recall-0.5": 0.752121, "num_labels": 1061 }, "joint_recalls": { "num_labels": 9549, "recall-0.025": 0.0798, "recall-0.05": 0.24976, "recall-0.1": 0.43837, "recall-0.15": 0.54739, "recall-0.25": 0.68478, "recall-0.5": 0.76071 } } { "total_parts": 10610, "correct_parts": 6187, "pcp": 0.583129 } ``` ### Panoptic ```json { "img_loading": 0.0460374, "demosaicing": 0.00103523, "avg_time_2d": 0.0168158, "avg_time_3d": 0.00023421, "fps": 55.2936 } { "triangulator_calls": 420, "init_time": 6.60958e-06, "undistort_time": 3.08934e-05, "project_time": 5.10071e-06, "match_time": 1.76305e-05, "pairs_time": 1.31107e-05, "pair_scoring_time": 5.49491e-05, "grouping_time": 1.05505e-05, "full_time": 4.52758e-05, "merge_time": 1.57141e-05, "post_time": 1.02826e-05, "convert_time": 2.49755e-07, "total_time": 0.000210623 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1502, "considered_empty": 0, "valid_preds": 1462, "invalid_preds": 40, "missing": 4, "invalid_fraction": 0.02663, "precision": 0.97337, "recall": 0.99727, "f1": 0.98518, "non_empty": 1502 }, "mpjpe": { "count": 1462, "mean": 0.032408, "median": 0.029662, "std": 0.014572, "sem": 0.000381, "min": 0.010671, "max": 0.135869, "recall-0.025": 0.337653, "recall-0.05": 0.899045, "recall-0.1": 0.99045, "recall-0.15": 0.997271, "recall-0.25": 0.997271, "recall-0.5": 0.997271, "num_labels": 1466, "ap-0.025": 0.17872, "ap-0.05": 0.863429, "ap-0.1": 0.979024, "ap-0.15": 0.989805, "ap-0.25": 0.989805, "ap-0.5": 0.989805 }, "nose": { "count": 1461, "mean": 0.015719, "median": 0.011701, "std": 0.017968, "sem": 0.00047, "min": 0.001311, "max": 0.276143, "recall-0.025": 0.898838, "recall-0.05": 0.963773, "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": 0.016838, "median": 0.014756, "std": 0.011066, "sem": 0.00029, "min": 0.000954, "max": 0.103637, "recall-0.025": 0.839018, "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": 0.016814, "median": 0.014713, "std": 0.011424, "sem": 0.000299, "min": 0.001164, "max": 0.156188, "recall-0.025": 0.83413, "recall-0.05": 0.983618, "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": 0.022249, "median": 0.016379, "std": 0.019622, "sem": 0.000514, "min": 0.000543, "max": 0.210065, "recall-0.025": 0.736519, "recall-0.05": 0.916041, "recall-0.1": 0.989761, "recall-0.15": 0.995904, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "elbow_right": { "count": 1461, "mean": 0.021067, "median": 0.015999, "std": 0.016565, "sem": 0.000434, "min": 0.001472, "max": 0.162788, "recall-0.025": 0.780588, "recall-0.05": 0.928913, "recall-0.1": 0.995899, "recall-0.15": 0.997949, "recall-0.25": 0.998633, "recall-0.5": 0.998633, "num_labels": 1463 }, "wrist_left": { "count": 1432, "mean": 0.036145, "median": 0.016837, "std": 0.055856, "sem": 0.001477, "min": 0.000898, "max": 0.450938, "recall-0.025": 0.672245, "recall-0.05": 0.842399, "recall-0.1": 0.904463, "recall-0.15": 0.953975, "recall-0.25": 0.974895, "recall-0.5": 0.998605, "num_labels": 1434 }, "wrist_right": { "count": 1455, "mean": 0.026992, "median": 0.016745, "std": 0.033905, "sem": 0.000889, "min": 0.001361, "max": 0.280646, "recall-0.025": 0.692995, "recall-0.05": 0.888049, "recall-0.1": 0.964973, "recall-0.15": 0.980082, "recall-0.25": 0.996566, "recall-0.5": 0.999313, "num_labels": 1456 }, "hip_left": { "count": 1461, "mean": 0.034766, "median": 0.031916, "std": 0.019208, "sem": 0.000503, "min": 0.00101, "max": 0.181992, "recall-0.025": 0.324915, "recall-0.05": 0.845051, "recall-0.1": 0.989761, "recall-0.15": 0.995904, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "hip_right": { "count": 1462, "mean": 0.037408, "median": 0.032634, "std": 0.024199, "sem": 0.000633, "min": 0.002509, "max": 0.281736, "recall-0.025": 0.316508, "recall-0.05": 0.802183, "recall-0.1": 0.976126, "recall-0.15": 0.993861, "recall-0.25": 0.995907, "recall-0.5": 0.997271, "num_labels": 1466 }, "knee_left": { "count": 1461, "mean": 0.038815, "median": 0.032849, "std": 0.034505, "sem": 0.000903, "min": 0.003309, "max": 0.473605, "recall-0.025": 0.287372, "recall-0.05": 0.799317, "recall-0.1": 0.976792, "recall-0.15": 0.9843, "recall-0.25": 0.990444, "recall-0.5": 0.99727, "num_labels": 1465 }, "knee_right": { "count": 1455, "mean": 0.038477, "median": 0.031533, "std": 0.026575, "sem": 0.000697, "min": 0.003512, "max": 0.275123, "recall-0.025": 0.35024, "recall-0.05": 0.749829, "recall-0.1": 0.964359, "recall-0.15": 0.993146, "recall-0.25": 0.996573, "recall-0.5": 0.997258, "num_labels": 1459 }, "ankle_left": { "count": 1458, "mean": 0.056359, "median": 0.034166, "std": 0.062188, "sem": 0.001629, "min": 0.003035, "max": 0.432301, "recall-0.025": 0.347915, "recall-0.05": 0.663021, "recall-0.1": 0.853725, "recall-0.15": 0.91661, "recall-0.25": 0.971292, "recall-0.5": 0.996582, "num_labels": 1463 }, "ankle_right": { "count": 1445, "mean": 0.054031, "median": 0.030928, "std": 0.067536, "sem": 0.001777, "min": 0.001698, "max": 0.489965, "recall-0.025": 0.376027, "recall-0.05": 0.734247, "recall-0.1": 0.856164, "recall-0.15": 0.90274, "recall-0.25": 0.961644, "recall-0.5": 0.989726, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.57325, "recall-0.05": 0.8535, "recall-0.1": 0.95793, "recall-0.15": 0.97694, "recall-0.25": 0.98994, "recall-0.5": 0.99674 } } { "total_parts": 20444, "correct_parts": 20203, "pcp": 0.988212 } ``` ##### 3 cameras ```json { "img_loading": 0.0286856, "demosaicing": 0.000631891, "avg_time_2d": 0.0101614, "avg_time_3d": 0.000258973, "fps": 90.4793 } { "triangulator_calls": 420, "init_time": 7.85103e-06, "undistort_time": 2.7063e-05, "project_time": 3.29273e-05, "match_time": 2.23319e-05, "pairs_time": 2.47145e-05, "pair_scoring_time": 4.83845e-05, "grouping_time": 6.71308e-06, "full_time": 4.54579e-05, "merge_time": 1.57726e-05, "post_time": 1.11986e-05, "convert_time": 6.02824e-07, "total_time": 0.000243363 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1413, "considered_empty": 0, "valid_preds": 1400, "invalid_preds": 13, "missing": 66, "invalid_fraction": 0.0092, "precision": 0.9908, "recall": 0.95498, "f1": 0.97256, "non_empty": 1413 }, "mpjpe": { "count": 1400, "mean": 0.062604, "median": 0.051102, "std": 0.039588, "sem": 0.001058, "min": 0.018516, "max": 0.301246, "recall-0.025": 0.006821, "recall-0.05": 0.452251, "recall-0.1": 0.846521, "recall-0.15": 0.92292, "recall-0.25": 0.941337, "recall-0.5": 0.95498, "num_labels": 1466, "ap-0.025": 0.00148, "ap-0.05": 0.343901, "ap-0.1": 0.808086, "ap-0.15": 0.908622, "ap-0.25": 0.932133, "ap-0.5": 0.946495 }, "nose": { "count": 1399, "mean": 0.025994, "median": 0.020033, "std": 0.018597, "sem": 0.000497, "min": 0.001351, "max": 0.155203, "recall-0.025": 0.567327, "recall-0.05": 0.851675, "recall-0.1": 0.950103, "recall-0.15": 0.955571, "recall-0.25": 0.956254, "recall-0.5": 0.956254, "num_labels": 1463 }, "shoulder_left": { "count": 1399, "mean": 0.020609, "median": 0.017761, "std": 0.014012, "sem": 0.000375, "min": 0.000913, "max": 0.116244, "recall-0.025": 0.675989, "recall-0.05": 0.930423, "recall-0.1": 0.952933, "recall-0.15": 0.954297, "recall-0.25": 0.954297, "recall-0.5": 0.954297, "num_labels": 1466 }, "shoulder_right": { "count": 1399, "mean": 0.024459, "median": 0.018635, "std": 0.019439, "sem": 0.00052, "min": 0.00186, "max": 0.213219, "recall-0.025": 0.62116, "recall-0.05": 0.888737, "recall-0.1": 0.944027, "recall-0.15": 0.952218, "recall-0.25": 0.954949, "recall-0.5": 0.954949, "num_labels": 1465 }, "elbow_left": { "count": 1399, "mean": 0.034228, "median": 0.023425, "std": 0.030895, "sem": 0.000826, "min": 0.000588, "max": 0.270691, "recall-0.025": 0.503072, "recall-0.05": 0.76587, "recall-0.1": 0.900341, "recall-0.15": 0.950171, "recall-0.25": 0.953584, "recall-0.5": 0.954949, "num_labels": 1465 }, "elbow_right": { "count": 1399, "mean": 0.032578, "median": 0.021557, "std": 0.031398, "sem": 0.00084, "min": 0.000428, "max": 0.341612, "recall-0.025": 0.559125, "recall-0.05": 0.782638, "recall-0.1": 0.921394, "recall-0.15": 0.944634, "recall-0.25": 0.954887, "recall-0.5": 0.956254, "num_labels": 1463 }, "wrist_left": { "count": 1370, "mean": 0.053143, "median": 0.024524, "std": 0.061021, "sem": 0.001649, "min": 0.001206, "max": 0.357631, "recall-0.025": 0.483264, "recall-0.05": 0.63947, "recall-0.1": 0.801953, "recall-0.15": 0.862622, "recall-0.25": 0.943515, "recall-0.5": 0.95537, "num_labels": 1434 }, "wrist_right": { "count": 1393, "mean": 0.050026, "median": 0.026938, "std": 0.057646, "sem": 0.001545, "min": 0.001818, "max": 0.375413, "recall-0.025": 0.446429, "recall-0.05": 0.654533, "recall-0.1": 0.837912, "recall-0.15": 0.891484, "recall-0.25": 0.933379, "recall-0.5": 0.956731, "num_labels": 1456 }, "hip_left": { "count": 1399, "mean": 0.043513, "median": 0.038965, "std": 0.02265, "sem": 0.000606, "min": 0.001923, "max": 0.15372, "recall-0.025": 0.171331, "recall-0.05": 0.660751, "recall-0.1": 0.929693, "recall-0.15": 0.954266, "recall-0.25": 0.954949, "recall-0.5": 0.954949, "num_labels": 1465 }, "hip_right": { "count": 1400, "mean": 0.054132, "median": 0.048598, "std": 0.033148, "sem": 0.000886, "min": 0.002571, "max": 0.281736, "recall-0.025": 0.128922, "recall-0.05": 0.496589, "recall-0.1": 0.892906, "recall-0.15": 0.936562, "recall-0.25": 0.954297, "recall-0.5": 0.95498, "num_labels": 1466 }, "knee_left": { "count": 1392, "mean": 0.064416, "median": 0.04335, "std": 0.067977, "sem": 0.001823, "min": 0.0016, "max": 0.435542, "recall-0.025": 0.169283, "recall-0.05": 0.587713, "recall-0.1": 0.820478, "recall-0.15": 0.869625, "recall-0.25": 0.913993, "recall-0.5": 0.950171, "num_labels": 1465 }, "knee_right": { "count": 1387, "mean": 0.062415, "median": 0.044368, "std": 0.065676, "sem": 0.001764, "min": 0.002394, "max": 0.420181, "recall-0.025": 0.166552, "recall-0.05": 0.572995, "recall-0.1": 0.843729, "recall-0.15": 0.879369, "recall-0.25": 0.916381, "recall-0.5": 0.950651, "num_labels": 1459 }, "ankle_left": { "count": 1332, "mean": 0.138811, "median": 0.094372, "std": 0.126541, "sem": 0.003468, "min": 0.002104, "max": 0.498865, "recall-0.025": 0.151743, "recall-0.05": 0.319207, "recall-0.1": 0.472317, "recall-0.15": 0.566644, "recall-0.25": 0.749829, "recall-0.5": 0.910458, "num_labels": 1463 }, "ankle_right": { "count": 1314, "mean": 0.128524, "median": 0.075838, "std": 0.124689, "sem": 0.003441, "min": 0.002012, "max": 0.498237, "recall-0.025": 0.155479, "recall-0.05": 0.349315, "recall-0.1": 0.515753, "recall-0.15": 0.606849, "recall-0.25": 0.744521, "recall-0.5": 0.9, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.36862, "recall-0.05": 0.6535, "recall-0.1": 0.82928, "recall-0.15": 0.87077, "recall-0.25": 0.9138, "recall-0.5": 0.94671 } } { "total_parts": 20444, "correct_parts": 18692, "pcp": 0.914302 } ``` ##### 10 cameras ```json { "img_loading": 0.0918787, "demosaicing": 0.00229577, "avg_time_2d": 0.0322288, "avg_time_3d": 0.00117385, "fps": 28.0125 } { "triangulator_calls": 420, "init_time": 1.85759e-05, "undistort_time": 4.36733e-05, "project_time": 6.39975e-05, "match_time": 6.68682e-05, "pairs_time": 0.000150319, "pair_scoring_time": 0.000343397, "grouping_time": 7.71646e-05, "full_time": 0.000241449, "merge_time": 3.53406e-05, "post_time": 1.32035e-05, "convert_time": 7.00952e-07, "total_time": 0.00105503 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1485, "considered_empty": 0, "valid_preds": 1463, "invalid_preds": 22, "missing": 3, "invalid_fraction": 0.01481, "precision": 0.98519, "recall": 0.99795, "f1": 0.99153, "non_empty": 1485 }, "mpjpe": { "count": 1463, "mean": 0.02632, "median": 0.023613, "std": 0.01082, "sem": 0.000283, "min": 0.009035, "max": 0.093169, "recall-0.025": 0.579809, "recall-0.05": 0.939973, "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": 0.455239, "ap-0.05": 0.913835, "ap-0.1": 0.989445, "ap-0.15": 0.989445, "ap-0.25": 0.989445, "ap-0.5": 0.989445 }, "nose": { "count": 1460, "mean": 0.011245, "median": 0.009717, "std": 0.00768, "sem": 0.000201, "min": 0.001459, "max": 0.075646, "recall-0.025": 0.967191, "recall-0.05": 0.986329, "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": 0.012698, "median": 0.010876, "std": 0.00817, "sem": 0.000214, "min": 0.000683, "max": 0.072381, "recall-0.025": 0.929059, "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": 0.014007, "median": 0.012345, "std": 0.008152, "sem": 0.000213, "min": 0.00091, "max": 0.059549, "recall-0.025": 0.898294, "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": 0.017765, "median": 0.015037, "std": 0.011314, "sem": 0.000296, "min": 0.000283, "max": 0.093974, "recall-0.025": 0.826621, "recall-0.05": 0.977474, "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": 0.016392, "median": 0.014124, "std": 0.014747, "sem": 0.000386, "min": 0.001011, "max": 0.356131, "recall-0.025": 0.902256, "recall-0.05": 0.97471, "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": 0.017912, "median": 0.01246, "std": 0.019921, "sem": 0.000527, "min": 0.000958, "max": 0.202123, "recall-0.025": 0.835425, "recall-0.05": 0.960251, "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": 0.01718, "median": 0.012397, "std": 0.018382, "sem": 0.000482, "min": 0.00081, "max": 0.322076, "recall-0.025": 0.836538, "recall-0.05": 0.964286, "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": 0.027556, "median": 0.02537, "std": 0.014828, "sem": 0.000388, "min": 0.002039, "max": 0.115564, "recall-0.025": 0.490102, "recall-0.05": 0.935836, "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": 0.027322, "median": 0.025044, "std": 0.012578, "sem": 0.000329, "min": 0.002507, "max": 0.080976, "recall-0.025": 0.497954, "recall-0.05": 0.950887, "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": 0.029314, "median": 0.025531, "std": 0.017543, "sem": 0.000459, "min": 0.001698, "max": 0.139658, "recall-0.025": 0.47372, "recall-0.05": 0.898294, "recall-0.1": 0.988396, "recall-0.15": 0.997952, "recall-0.25": 0.997952, "recall-0.5": 0.997952, "num_labels": 1465 }, "knee_right": { "count": 1456, "mean": 0.032249, "median": 0.027069, "std": 0.021383, "sem": 0.000561, "min": 0.002005, "max": 0.212348, "recall-0.025": 0.446196, "recall-0.05": 0.869774, "recall-0.1": 0.976011, "recall-0.15": 0.993831, "recall-0.25": 0.997944, "recall-0.5": 0.997944, "num_labels": 1459 }, "ankle_left": { "count": 1460, "mean": 0.060731, "median": 0.036026, "std": 0.06315, "sem": 0.001653, "min": 0.001744, "max": 0.389342, "recall-0.025": 0.343814, "recall-0.05": 0.623377, "recall-0.1": 0.813397, "recall-0.15": 0.900205, "recall-0.25": 0.973342, "recall-0.5": 0.997949, "num_labels": 1463 }, "ankle_right": { "count": 1455, "mean": 0.056612, "median": 0.030499, "std": 0.069262, "sem": 0.001816, "min": 0.002045, "max": 0.444259, "recall-0.025": 0.396575, "recall-0.05": 0.685616, "recall-0.1": 0.861644, "recall-0.15": 0.913014, "recall-0.25": 0.95411, "recall-0.5": 0.996575, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.67967, "recall-0.05": 0.90848, "recall-0.1": 0.96825, "recall-0.15": 0.98236, "recall-0.25": 0.99231, "recall-0.5": 0.99742 } } { "total_parts": 20444, "correct_parts": 20329, "pcp": 0.994375 } ``` ##### 31 cameras ```json { "img_loading": 0.316871, "demosaicing": 0.0110794, "avg_time_2d": 0.0985203, "avg_time_3d": 0.0129658, "fps": 8.15891 } { "triangulator_calls": 420, "init_time": 6.01526e-05, "undistort_time": 0.000318677, "project_time": 0.000553076, "match_time": 0.000529147, "pairs_time": 0.00223077, "pair_scoring_time": 0.00300736, "grouping_time": 0.00276694, "full_time": 0.002134, "merge_time": 0.000522887, "post_time": 1.79106e-05, "convert_time": 9.62974e-07, "total_time": 0.0121423 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1505, "considered_empty": 0, "valid_preds": 1465, "invalid_preds": 40, "missing": 1, "invalid_fraction": 0.02658, "precision": 0.97342, "recall": 0.99932, "f1": 0.9862, "non_empty": 1505 }, "mpjpe": { "count": 1465, "mean": 0.021378, "median": 0.019413, "std": 0.007745, "sem": 0.000202, "min": 0.009697, "max": 0.102079, "recall-0.025": 0.733288, "recall-0.05": 0.995225, "recall-0.1": 0.998636, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466, "ap-0.025": 0.660592, "ap-0.05": 0.983876, "ap-0.1": 0.988209, "ap-0.15": 0.989728, "ap-0.25": 0.989728, "ap-0.5": 0.989728 }, "nose": { "count": 1462, "mean": 0.009366, "median": 0.008127, "std": 0.007158, "sem": 0.000187, "min": 0.001832, "max": 0.089174, "recall-0.025": 0.982912, "recall-0.05": 0.98838, "recall-0.1": 0.999316, "recall-0.15": 0.999316, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "shoulder_left": { "count": 1465, "mean": 0.010461, "median": 0.009022, "std": 0.006253, "sem": 0.000163, "min": 0.000486, "max": 0.042895, "recall-0.025": 0.965211, "recall-0.05": 0.999318, "recall-0.1": 0.999318, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "shoulder_right": { "count": 1464, "mean": 0.011754, "median": 0.010296, "std": 0.006613, "sem": 0.000173, "min": 0.000586, "max": 0.082849, "recall-0.025": 0.963823, "recall-0.05": 0.99727, "recall-0.1": 0.999317, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_left": { "count": 1464, "mean": 0.013819, "median": 0.012248, "std": 0.008099, "sem": 0.000212, "min": 0.001903, "max": 0.065253, "recall-0.025": 0.92628, "recall-0.05": 0.992491, "recall-0.1": 0.999317, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_right": { "count": 1462, "mean": 0.013849, "median": 0.012421, "std": 0.008812, "sem": 0.000231, "min": 0.000687, "max": 0.167748, "recall-0.025": 0.935065, "recall-0.05": 0.991114, "recall-0.1": 0.998633, "recall-0.15": 0.998633, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "wrist_left": { "count": 1433, "mean": 0.015001, "median": 0.010714, "std": 0.016661, "sem": 0.00044, "min": 0.000797, "max": 0.148407, "recall-0.025": 0.887727, "recall-0.05": 0.967225, "recall-0.1": 0.990237, "recall-0.15": 0.999303, "recall-0.25": 0.999303, "recall-0.5": 0.999303, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.014295, "median": 0.010251, "std": 0.012861, "sem": 0.000337, "min": 0.000738, "max": 0.093478, "recall-0.025": 0.876374, "recall-0.05": 0.972527, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1464, "mean": 0.02108, "median": 0.01849, "std": 0.011596, "sem": 0.000303, "min": 0.001987, "max": 0.084873, "recall-0.025": 0.746075, "recall-0.05": 0.967918, "recall-0.1": 0.999317, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "hip_right": { "count": 1465, "mean": 0.022031, "median": 0.021111, "std": 0.010293, "sem": 0.000269, "min": 0.001982, "max": 0.184573, "recall-0.025": 0.651432, "recall-0.05": 0.992497, "recall-0.1": 0.998636, "recall-0.15": 0.998636, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "knee_left": { "count": 1464, "mean": 0.023031, "median": 0.020769, "std": 0.012813, "sem": 0.000335, "min": 0.002548, "max": 0.113513, "recall-0.025": 0.640273, "recall-0.05": 0.958362, "recall-0.1": 0.997952, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "knee_right": { "count": 1458, "mean": 0.024958, "median": 0.022737, "std": 0.016621, "sem": 0.000435, "min": 0.001307, "max": 0.175266, "recall-0.025": 0.579849, "recall-0.05": 0.957505, "recall-0.1": 0.986292, "recall-0.15": 0.998629, "recall-0.25": 0.999315, "recall-0.5": 0.999315, "num_labels": 1459 }, "ankle_left": { "count": 1462, "mean": 0.048153, "median": 0.032151, "std": 0.042385, "sem": 0.001109, "min": 0.001567, "max": 0.240114, "recall-0.025": 0.386193, "recall-0.05": 0.67054, "recall-0.1": 0.859193, "recall-0.15": 0.966507, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "ankle_right": { "count": 1458, "mean": 0.049114, "median": 0.028611, "std": 0.047326, "sem": 0.00124, "min": 0.001747, "max": 0.286754, "recall-0.025": 0.444521, "recall-0.05": 0.670548, "recall-0.1": 0.854795, "recall-0.15": 0.95274, "recall-0.25": 0.99589, "recall-0.5": 0.99863, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.76777, "recall-0.05": 0.93244, "recall-0.1": 0.9752, "recall-0.15": 0.99273, "recall-0.25": 0.99868, "recall-0.5": 0.99889 } } { "total_parts": 20444, "correct_parts": 20400, "pcp": 0.997848 } ``` ### IkeaAsm (duration 00:01:45) ```json { "img_loading": 0.0325643, "demosaicing": 0.000670653, "avg_time_2d": 0.00862119, "avg_time_3d": 0.000158648, "fps": 105.815 } { "triangulator_calls": 479, "init_time": 5.80383e-06, "undistort_time": 1.80477e-05, "project_time": 8.01947e-06, "match_time": 4.9868e-06, "pairs_time": 1.88864e-05, "pair_scoring_time": 4.12787e-05, "grouping_time": 3.07266e-06, "full_time": 3.58256e-05, "merge_time": 6.99031e-06, "post_time": 6.59392e-06, "convert_time": 3.01284e-07, "total_time": 0.000150269 } { "person_nums": { "total_frames": 479, "total_labels": 479, "total_preds": 602, "considered_empty": 0, "valid_preds": 443, "invalid_preds": 159, "missing": 36, "invalid_fraction": 0.26412, "precision": 0.73588, "recall": 0.92484, "f1": 0.81961, "non_empty": 602 }, "mpjpe": { "count": 443, "mean": 0.071604, "median": 0.054368, "std": 0.049195, "sem": 0.00234, "min": 0.010537, "max": 0.40751, "recall-0.025": 0.070981, "recall-0.05": 0.4238, "recall-0.1": 0.713987, "recall-0.15": 0.858038, "recall-0.25": 0.914405, "recall-0.5": 0.924843, "num_labels": 479, "ap-0.025": 0.005716, "ap-0.05": 0.196359, "ap-0.1": 0.487768, "ap-0.15": 0.686174, "ap-0.25": 0.783286, "ap-0.5": 0.800501 }, "head": { "count": 421, "mean": 0.029621, "median": 0.025942, "std": 0.017997, "sem": 0.000878, "min": 0.001551, "max": 0.19004, "recall-0.025": 0.431416, "recall-0.05": 0.845133, "recall-0.1": 0.924779, "recall-0.15": 0.929204, "recall-0.25": 0.931416, "recall-0.5": 0.931416, "num_labels": 452 }, "shoulder_left": { "count": 420, "mean": 0.039711, "median": 0.034539, "std": 0.020795, "sem": 0.001016, "min": 0.006067, "max": 0.235941, "recall-0.025": 0.127753, "recall-0.05": 0.773128, "recall-0.1": 0.900881, "recall-0.15": 0.922907, "recall-0.25": 0.92511, "recall-0.5": 0.92511, "num_labels": 454 }, "shoulder_right": { "count": 432, "mean": 0.028925, "median": 0.027516, "std": 0.010034, "sem": 0.000483, "min": 0.01092, "max": 0.111923, "recall-0.025": 0.344754, "recall-0.05": 0.892934, "recall-0.1": 0.922912, "recall-0.15": 0.925054, "recall-0.25": 0.925054, "recall-0.5": 0.925054, "num_labels": 467 }, "elbow_left": { "count": 409, "mean": 0.029135, "median": 0.020129, "std": 0.030123, "sem": 0.001491, "min": 0.002489, "max": 0.300522, "recall-0.025": 0.597254, "recall-0.05": 0.810069, "recall-0.1": 0.906178, "recall-0.15": 0.924485, "recall-0.25": 0.933638, "recall-0.5": 0.935927, "num_labels": 437 }, "elbow_right": { "count": 413, "mean": 0.023008, "median": 0.018315, "std": 0.017822, "sem": 0.000878, "min": 0.001684, "max": 0.195188, "recall-0.025": 0.662132, "recall-0.05": 0.870748, "recall-0.1": 0.931973, "recall-0.15": 0.93424, "recall-0.25": 0.936508, "recall-0.5": 0.936508, "num_labels": 441 }, "wrist_left": { "count": 407, "mean": 0.027953, "median": 0.020806, "std": 0.031618, "sem": 0.001569, "min": 0.001511, "max": 0.374001, "recall-0.025": 0.566514, "recall-0.05": 0.83945, "recall-0.1": 0.912844, "recall-0.15": 0.919725, "recall-0.25": 0.931193, "recall-0.5": 0.933486, "num_labels": 436 }, "wrist_right": { "count": 416, "mean": 0.023728, "median": 0.016397, "std": 0.030647, "sem": 0.001504, "min": 0.001047, "max": 0.372791, "recall-0.025": 0.699552, "recall-0.05": 0.872197, "recall-0.1": 0.910314, "recall-0.15": 0.919283, "recall-0.25": 0.930493, "recall-0.5": 0.932735, "num_labels": 446 }, "hip_left": { "count": 297, "mean": 0.096204, "median": 0.089988, "std": 0.03029, "sem": 0.001761, "min": 0.038568, "max": 0.272406, "recall-0.025": 0.0, "recall-0.05": 0.019108, "recall-0.1": 0.617834, "recall-0.15": 0.894904, "recall-0.25": 0.942675, "recall-0.5": 0.94586, "num_labels": 314 }, "hip_right": { "count": 242, "mean": 0.085366, "median": 0.080606, "std": 0.031572, "sem": 0.002034, "min": 0.016946, "max": 0.293067, "recall-0.025": 0.011538, "recall-0.05": 0.061538, "recall-0.1": 0.746154, "recall-0.15": 0.892308, "recall-0.25": 0.923077, "recall-0.5": 0.930769, "num_labels": 260 }, "knee_left": { "count": 252, "mean": 0.123126, "median": 0.088942, "std": 0.102232, "sem": 0.006453, "min": 0.008717, "max": 0.495269, "recall-0.025": 0.032609, "recall-0.05": 0.184783, "recall-0.1": 0.503623, "recall-0.15": 0.692029, "recall-0.25": 0.807971, "recall-0.5": 0.913043, "num_labels": 276 }, "knee_right": { "count": 193, "mean": 0.110777, "median": 0.081186, "std": 0.099792, "sem": 0.007202, "min": 0.011424, "max": 0.486616, "recall-0.025": 0.04186, "recall-0.05": 0.246512, "recall-0.1": 0.572093, "recall-0.15": 0.753488, "recall-0.25": 0.804651, "recall-0.5": 0.897674, "num_labels": 215 }, "ankle_left": { "count": 73, "mean": 0.332012, "median": 0.364869, "std": 0.123392, "sem": 0.014542, "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": 0.55303, "num_labels": 132 }, "ankle_right": { "count": 64, "mean": 0.33803, "median": 0.37936, "std": 0.127176, "sem": 0.016023, "min": 0.024202, "max": 0.489419, "recall-0.025": 0.007874, "recall-0.05": 0.015748, "recall-0.1": 0.055118, "recall-0.15": 0.07874, "recall-0.25": 0.102362, "recall-0.5": 0.503937, "num_labels": 127 }, "joint_recalls": { "num_labels": 4457, "recall-0.025": 0.34642, "recall-0.05": 0.62105, "recall-0.1": 0.79044, "recall-0.15": 0.84743, "recall-0.25": 0.86785, "recall-0.5": 0.90442 } } { "total_parts": 4313, "correct_parts": 3800, "pcp": 0.881057 } ``` ### CHI3D ```json { "img_loading": 0.0168381, "demosaicing": 0.000521391, "avg_time_2d": 0.00989827, "avg_time_3d": 0.000238721, "fps": 93.8229 } { "triangulator_calls": 390, "init_time": 7.3514e-06, "undistort_time": 2.09449e-05, "project_time": 2.81588e-05, "match_time": 1.42185e-05, "pairs_time": 1.98287e-05, "pair_scoring_time": 5.45873e-05, "grouping_time": 3.88386e-06, "full_time": 5.00506e-05, "merge_time": 8.14344e-06, "post_time": 7.48772e-06, "convert_time": 4.27254e-07, "total_time": 0.000215415 } { "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": 0.060537, "median": 0.057509, "std": 0.013999, "sem": 0.000503, "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": 0.00236, "ap-0.1": 0.985715, "ap-0.15": 0.988266, "ap-0.25": 0.996154, "ap-0.5": 0.996154 }, "head": { "count": 777, "mean": 0.0401, "median": 0.028733, "std": 0.04852, "sem": 0.001742, "min": 0.001819, "max": 0.402359, "recall-0.025": 0.414103, "recall-0.05": 0.837179, "recall-0.1": 0.95, "recall-0.15": 0.958974, "recall-0.25": 0.976923, "recall-0.5": 0.996154, "num_labels": 780 }, "shoulder_left": { "count": 777, "mean": 0.062717, "median": 0.065415, "std": 0.02178, "sem": 0.000782, "min": 0.009196, "max": 0.164778, "recall-0.025": 0.017949, "recall-0.05": 0.312821, "recall-0.1": 0.958974, "recall-0.15": 0.99359, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "shoulder_right": { "count": 777, "mean": 0.066877, "median": 0.06511, "std": 0.02044, "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": 0.057072, "median": 0.04806, "std": 0.037689, "sem": 0.001354, "min": 0.016045, "max": 0.454836, "recall-0.025": 0.017949, "recall-0.05": 0.544872, "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": 0.063711, "median": 0.061996, "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": 0.049885, "median": 0.044134, "std": 0.038211, "sem": 0.001375, "min": 0.006546, "max": 0.446204, "recall-0.025": 0.132051, "recall-0.05": 0.646154, "recall-0.1": 0.941026, "recall-0.15": 0.976923, "recall-0.25": 0.983333, "recall-0.5": 0.991026, "num_labels": 780 }, "wrist_right": { "count": 772, "mean": 0.067144, "median": 0.064852, "std": 0.037298, "sem": 0.001343, "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": 0.08225, "median": 0.081986, "std": 0.020003, "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": 0.105431, "median": 0.103438, "std": 0.018384, "sem": 0.00066, "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": 0.047445, "median": 0.045872, "std": 0.019337, "sem": 0.000694, "min": 0.009531, "max": 0.19946, "recall-0.025": 0.062821, "recall-0.05": 0.638462, "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": 0.051646, "median": 0.049045, "std": 0.018566, "sem": 0.000666, "min": 0.013105, "max": 0.129718, "recall-0.025": 0.038462, "recall-0.05": 0.521795, "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": 0.049701, "median": 0.046306, "std": 0.015835, "sem": 0.000568, "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": 0.034318, "median": 0.03015, "std": 0.016006, "sem": 0.000575, "min": 0.007529, "max": 0.174907, "recall-0.025": 0.301282, "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": 0.07821, "recall-0.05": 0.44576, "recall-0.1": 0.90286, "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 ```json { "img_loading": 0.111981, "demosaicing": 0.00296184, "avg_time_2d": 0.0182863, "avg_time_3d": 0.000574883, "fps": 45.8232 } { "triangulator_calls": 210, "init_time": 1.28759e-05, "undistort_time": 5.1278e-05, "project_time": 3.04348e-05, "match_time": 2.29567e-05, "pairs_time": 3.87058e-05, "pair_scoring_time": 0.00017292, "grouping_time": 1.55534e-05, "full_time": 0.000145109, "merge_time": 3.8862e-05, "post_time": 1.26323e-05, "convert_time": 6.84276e-07, "total_time": 0.000542338 } { "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": 0.053144, "median": 0.049114, "std": 0.017617, "sem": 0.000702, "min": 0.03062, "max": 0.139821, "recall-0.025": 0.0, "recall-0.05": 0.526984, "recall-0.1": 0.955556, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630, "ap-0.025": 0.0, "ap-0.05": 0.322063, "ap-0.1": 0.932956, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 598, "mean": 0.040072, "median": 0.038112, "std": 0.013294, "sem": 0.000544, "min": 0.012881, "max": 0.117843, "recall-0.025": 0.098662, "recall-0.05": 0.801003, "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": 0.059073, "median": 0.056525, "std": 0.018251, "sem": 0.000728, "min": 0.019836, "max": 0.144121, "recall-0.025": 0.014286, "recall-0.05": 0.322222, "recall-0.1": 0.980952, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "shoulder_right": { "count": 630, "mean": 0.06127, "median": 0.059808, "std": 0.019599, "sem": 0.000781, "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": 0.050411, "median": 0.048191, "std": 0.020086, "sem": 0.000801, "min": 0.005516, "max": 0.149352, "recall-0.025": 0.065079, "recall-0.05": 0.563492, "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": 0.052073, "median": 0.047506, "std": 0.028806, "sem": 0.001149, "min": 0.005325, "max": 0.201864, "recall-0.025": 0.111288, "recall-0.05": 0.580286, "recall-0.1": 0.936407, "recall-0.15": 0.980922, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "wrist_left": { "count": 630, "mean": 0.047063, "median": 0.041535, "std": 0.025945, "sem": 0.001035, "min": 0.003765, "max": 0.218849, "recall-0.025": 0.147619, "recall-0.05": 0.657143, "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": 0.052765, "median": 0.048354, "std": 0.025868, "sem": 0.001036, "min": 0.004056, "max": 0.223562, "recall-0.025": 0.0752, "recall-0.05": 0.5296, "recall-0.1": 0.9552, "recall-0.15": 0.9936, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 625 }, "hip_left": { "count": 630, "mean": 0.051689, "median": 0.04899, "std": 0.020919, "sem": 0.000834, "min": 0.00343, "max": 0.144946, "recall-0.025": 0.074603, "recall-0.05": 0.526984, "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": 0.051798, "median": 0.049616, "std": 0.023455, "sem": 0.000936, "min": 0.006987, "max": 0.129697, "recall-0.025": 0.127186, "recall-0.05": 0.505564, "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": 0.047441, "median": 0.035755, "std": 0.045699, "sem": 0.001825, "min": 0.007642, "max": 0.367472, "recall-0.025": 0.238854, "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": 0.054894, "median": 0.037744, "std": 0.071739, "sem": 0.002863, "min": 0.003544, "max": 0.495805, "recall-0.025": 0.220986, "recall-0.05": 0.72814, "recall-0.1": 0.939587, "recall-0.15": 0.952305, "recall-0.25": 0.957075, "recall-0.5": 1.0, "num_labels": 629 }, "ankle_left": { "count": 619, "mean": 0.057383, "median": 0.042554, "std": 0.070445, "sem": 0.002834, "min": 0.007807, "max": 0.487696, "recall-0.025": 0.087237, "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": 0.046855, "median": 0.040868, "std": 0.044613, "sem": 0.00182, "min": 0.004454, "max": 0.45417, "recall-0.025": 0.172026, "recall-0.05": 0.689711, "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": 0.10973, "recall-0.05": 0.58371, "recall-0.1": 0.95793, "recall-0.15": 0.98352, "recall-0.25": 0.98917, "recall-0.5": 0.99754 } } { "total_parts": 8725, "correct_parts": 8594, "pcp": 0.984986 } ``` ### H3WB ##### default joints ```json { "img_loading": 0.0235645, "demosaicing": 0.000610681, "avg_time_2d": 0.00833803, "avg_time_3d": 0.000164301, "fps": 109.733 } { "triangulator_calls": 200, "init_time": 5.66642e-06, "undistort_time": 2.00266e-05, "project_time": 2.044e-08, "match_time": 5.30999e-08, "pairs_time": 3.13351e-05, "pair_scoring_time": 3.91504e-05, "grouping_time": 1.9541e-06, "full_time": 4.1243e-05, "merge_time": 6.84476e-06, "post_time": 6.23658e-06, "convert_time": 2.37425e-07, "total_time": 0.000153081 } { "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": 0.0238355, "demosaicing": 0.000574026, "avg_time_2d": 0.0199902, "avg_time_3d": 0.000364511, "fps": 47.7812 } { "triangulator_calls": 200, "init_time": 6.65322e-06, "undistort_time": 4.45139e-05, "project_time": 1.7475e-08, "match_time": 4.23799e-08, "pairs_time": 3.37119e-05, "pair_scoring_time": 3.90991e-05, "grouping_time": 2.06265e-06, "full_time": 0.000184508, "merge_time": 2.43503e-05, "post_time": 2.06907e-05, "convert_time": 2.51208e-06, "total_time": 0.000358487 } { "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": 0.987242, "ap-0.15": 0.99385, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.050072, "median": 0.041971, "std": 0.036599, "sem": 0.002594, "min": 0.006021, "max": 0.237814, "recall-0.025": 0.27, "recall-0.05": 0.64, "recall-0.1": 0.9, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "eye_left": { "count": 200, "mean": 0.045977, "median": 0.037702, "std": 0.032723, "sem": 0.00232, "min": 0.001735, "max": 0.22205, "recall-0.025": 0.315, "recall-0.05": 0.62, "recall-0.1": 0.945, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "eye_right": { "count": 200, "mean": 0.055413, "median": 0.046045, "std": 0.037973, "sem": 0.002692, "min": 0.005974, "max": 0.231087, "recall-0.025": 0.205, "recall-0.05": 0.535, "recall-0.1": 0.885, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_left": { "count": 200, "mean": 0.034448, "median": 0.027929, "std": 0.025585, "sem": 0.001814, "min": 0.002774, "max": 0.175033, "recall-0.025": 0.425, "recall-0.05": 0.81, "recall-0.1": 0.975, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_right": { "count": 200, "mean": 0.042154, "median": 0.037234, "std": 0.026789, "sem": 0.001899, "min": 0.003569, "max": 0.128822, "recall-0.025": 0.305, "recall-0.05": 0.66, "recall-0.1": 0.97, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.019965, "median": 0.016956, "std": 0.012358, "sem": 0.000876, "min": 0.001093, "max": 0.096582, "recall-0.025": 0.75, "recall-0.05": 0.955, "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": 0.025377, "median": 0.022738, "std": 0.0137, "sem": 0.000971, "min": 0.005568, "max": 0.081351, "recall-0.025": 0.55, "recall-0.05": 0.94, "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": 0.020435, "median": 0.01503, "std": 0.017694, "sem": 0.001254, "min": 0.002098, "max": 0.105622, "recall-0.025": 0.755, "recall-0.05": 0.95, "recall-0.1": 0.985, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_right": { "count": 200, "mean": 0.025745, "median": 0.017063, "std": 0.026409, "sem": 0.001872, "min": 0.003003, "max": 0.210743, "recall-0.025": 0.67, "recall-0.05": 0.875, "recall-0.1": 0.97, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_left": { "count": 200, "mean": 0.026834, "median": 0.01996, "std": 0.022516, "sem": 0.001596, "min": 0.002565, "max": 0.159812, "recall-0.025": 0.62, "recall-0.05": 0.875, "recall-0.1": 0.985, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, "mean": 0.04048, "median": 0.025213, "std": 0.047971, "sem": 0.003401, "min": 0.003687, "max": 0.387043, "recall-0.025": 0.495, "recall-0.05": 0.77, "recall-0.1": 0.92, "recall-0.15": 0.95, "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.029736, "median": 0.027878, "std": 0.014366, "sem": 0.001018, "min": 0.002305, "max": 0.07417, "recall-0.025": 0.43, "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 }, "hip_right": { "count": 200, "mean": 0.030418, "median": 0.027481, "std": 0.016356, "sem": 0.001159, "min": 0.005084, "max": 0.086665, "recall-0.025": 0.44, "recall-0.05": 0.865, "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": 0.020281, "median": 0.016116, "std": 0.019019, "sem": 0.001348, "min": 0.000639, "max": 0.163942, "recall-0.025": 0.74, "recall-0.05": 0.965, "recall-0.1": 0.99, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { "count": 200, "mean": 0.02617, "median": 0.014386, "std": 0.048016, "sem": 0.003404, "min": 0.001578, "max": 0.36379, "recall-0.025": 0.765, "recall-0.05": 0.925, "recall-0.1": 0.955, "recall-0.15": 0.975, "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, "mean": 0.016492, "median": 0.011613, "std": 0.019524, "sem": 0.001384, "min": 0.001417, "max": 0.138793, "recall-0.025": 0.85, "recall-0.05": 0.965, "recall-0.1": 0.98, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { "count": 200, "mean": 0.01812, "median": 0.012932, "std": 0.021767, "sem": 0.001543, "min": 0.000906, "max": 0.172374, "recall-0.025": 0.845, "recall-0.05": 0.965, "recall-0.1": 0.98, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_big_left": { "count": 200, "mean": 0.028763, "median": 0.021779, "std": 0.028919, "sem": 0.00205, "min": 0.001255, "max": 0.217985, "recall-0.025": 0.59, "recall-0.05": 0.905, "recall-0.1": 0.965, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_small_left": { "count": 200, "mean": 0.026618, "median": 0.019415, "std": 0.031, "sem": 0.002198, "min": 0.005568, "max": 0.290652, "recall-0.025": 0.68, "recall-0.05": 0.935, "recall-0.1": 0.965, "recall-0.15": 0.98, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "foot_heel_left": { "count": 200, "mean": 0.02462, "median": 0.017493, "std": 0.024547, "sem": 0.00174, "min": 0.002118, "max": 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0.96, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_middle_right_3": { "count": 198, "mean": 0.052362, "median": 0.028366, "std": 0.073613, "sem": 0.005245, "min": 0.00155, "max": 0.481599, "recall-0.025": 0.475, "recall-0.05": 0.705, "recall-0.1": 0.88, "recall-0.15": 0.92, "recall-0.25": 0.96, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_middle_right_4": { "count": 198, "mean": 0.051652, "median": 0.029784, "std": 0.062988, "sem": 0.004488, "min": 0.003066, "max": 0.412857, "recall-0.025": 0.395, "recall-0.05": 0.695, "recall-0.1": 0.875, "recall-0.15": 0.93, "recall-0.25": 0.97, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_ring_right_1": { "count": 198, "mean": 0.049393, "median": 0.02769, "std": 0.066966, "sem": 0.004771, "min": 0.003149, "max": 0.442258, "recall-0.025": 0.435, "recall-0.05": 0.735, "recall-0.1": 0.89, "recall-0.15": 0.92, "recall-0.25": 0.96, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_ring_right_2": { "count": 197, "mean": 0.044908, "median": 0.026217, "std": 0.060644, "sem": 0.004332, "min": 0.001657, "max": 0.445464, "recall-0.025": 0.475, "recall-0.05": 0.75, "recall-0.1": 0.91, "recall-0.15": 0.935, "recall-0.25": 0.965, "recall-0.5": 0.985, "num_labels": 200 }, "hand_finger_ring_right_3": { "count": 199, "mean": 0.053045, "median": 0.027672, "std": 0.076024, "sem": 0.005403, "min": 0.001903, "max": 0.477048, "recall-0.025": 0.445, "recall-0.05": 0.69, "recall-0.1": 0.88, "recall-0.15": 0.93, "recall-0.25": 0.96, "recall-0.5": 0.995, "num_labels": 200 }, "hand_finger_ring_right_4": { "count": 198, "mean": 0.054268, "median": 0.031285, "std": 0.064668, "sem": 0.004607, "min": 0.004771, "max": 0.439776, "recall-0.025": 0.365, "recall-0.05": 0.66, "recall-0.1": 0.86, "recall-0.15": 0.93, "recall-0.25": 0.97, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_pinky_right_1": { "count": 200, "mean": 0.049751, "median": 0.029463, "std": 0.067637, "sem": 0.004795, "min": 0.002857, "max": 0.485426, "recall-0.025": 0.42, "recall-0.05": 0.725, "recall-0.1": 0.925, "recall-0.15": 0.945, "recall-0.25": 0.97, "recall-0.5": 1.0, "num_labels": 200 }, "hand_finger_pinky_right_2": { "count": 198, "mean": 0.048449, "median": 0.030103, "std": 0.061674, "sem": 0.004394, "min": 0.003318, "max": 0.459782, "recall-0.025": 0.395, "recall-0.05": 0.7, "recall-0.1": 0.905, "recall-0.15": 0.94, "recall-0.25": 0.975, "recall-0.5": 0.99, "num_labels": 200 }, "hand_finger_pinky_right_3": { "count": 199, "mean": 0.049038, "median": 0.029179, "std": 0.065335, "sem": 0.004643, "min": 0.002392, "max": 0.49543, "recall-0.025": 0.42, "recall-0.05": 0.705, "recall-0.1": 0.9, "recall-0.15": 0.945, "recall-0.25": 0.975, "recall-0.5": 0.995, "num_labels": 200 }, "hand_finger_pinky_right_4": { "count": 198, "mean": 0.04916, "median": 0.033285, "std": 0.054523, "sem": 0.003885, "min": 0.001824, "max": 0.455403, "recall-0.025": 0.41, "recall-0.05": 0.68, "recall-0.1": 0.905, "recall-0.15": 0.945, "recall-0.25": 0.975, "recall-0.5": 0.99, "num_labels": 200 }, "hip_middle": { "count": 200, "mean": 0.028916, "median": 0.025605, "std": 0.01488, "sem": 0.001055, "min": 0.003382, "max": 0.073481, "recall-0.025": 0.48, "recall-0.05": 0.875, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_middle": { "count": 200, "mean": 0.018903, "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": 0.306702, "demosaicing": 0.01125, "avg_time_2d": 0.0274249, "avg_time_3d": 0.00065878, "fps": 25.4235 } { "triangulator_calls": 100, "init_time": 2.24693e-05, "undistort_time": 4.82301e-05, "project_time": 4.39007e-05, "match_time": 3.23462e-05, "pairs_time": 6.98615e-05, "pair_scoring_time": 0.000163261, "grouping_time": 2.92426e-05, "full_time": 0.000154542, "merge_time": 2.25408e-05, "post_time": 1.58481e-05, "convert_time": 9.0368e-07, "total_time": 0.000603475 } { "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": 0.044791, "median": 0.032128, "std": 0.040126, "sem": 0.002053, "min": 0.014962, "max": 0.49254, "recall-0.025": 0.21, "recall-0.05": 0.755, "recall-0.1": 0.8925, "recall-0.15": 0.925, "recall-0.25": 0.955, "recall-0.5": 0.9575, "num_labels": 400, "ap-0.025": 0.054256, "ap-0.05": 0.684487, "ap-0.1": 0.87328, "ap-0.15": 0.910788, "ap-0.25": 0.942898, "ap-0.5": 0.945719 }, "head": { "count": 383, "mean": 0.046746, "median": 0.038985, "std": 0.043825, "sem": 0.002242, "min": 0.004429, "max": 0.496854, "recall-0.025": 0.2175, "recall-0.05": 0.665, "recall-0.1": 0.9175, "recall-0.15": 0.9375, "recall-0.25": 0.9475, "recall-0.5": 0.9575, "num_labels": 400 }, "shoulder_left": { "count": 382, "mean": 0.038801, "median": 0.031603, "std": 0.036379, "sem": 0.001864, "min": 0.005234, "max": 0.491978, "recall-0.025": 0.3225, "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": 0.038991, "median": 0.03225, "std": 0.032663, "sem": 0.001673, "min": 0.003622, "max": 0.353912, "recall-0.025": 0.275, "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": 0.028906, "median": 0.024467, "std": 0.022054, "sem": 0.00113, "min": 0.003534, "max": 0.178979, "recall-0.025": 0.495, "recall-0.05": 0.8775, "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": 0.037891, "median": 0.029732, "std": 0.034808, "sem": 0.001783, "min": 0.004949, "max": 0.365058, "recall-0.025": 0.3575, "recall-0.05": 0.7925, "recall-0.1": 0.92, "recall-0.15": 0.94, "recall-0.25": 0.95, "recall-0.5": 0.955, "num_labels": 400 }, "wrist_left": { "count": 383, "mean": 0.037343, "median": 0.027031, "std": 0.04363, "sem": 0.002232, "min": 0.001687, "max": 0.459502, "recall-0.025": 0.435, "recall-0.05": 0.8075, "recall-0.1": 0.9125, "recall-0.15": 0.935, "recall-0.25": 0.945, "recall-0.5": 0.9575, "num_labels": 400 }, "wrist_right": { "count": 380, "mean": 0.038839, "median": 0.026374, "std": 0.040428, "sem": 0.002077, "min": 0.001539, "max": 0.262235, "recall-0.025": 0.4475, "recall-0.05": 0.7525, "recall-0.1": 0.885, "recall-0.15": 0.925, "recall-0.25": 0.9425, "recall-0.5": 0.95, "num_labels": 400 }, "hip_left": { "count": 382, "mean": 0.048095, "median": 0.039659, "std": 0.035112, "sem": 0.001799, "min": 0.004834, "max": 0.345707, "recall-0.025": 0.2425, "recall-0.05": 0.6275, "recall-0.1": 0.9025, "recall-0.15": 0.94, "recall-0.25": 0.95, "recall-0.5": 0.955, "num_labels": 400 }, "hip_right": { "count": 383, "mean": 0.049987, "median": 0.038725, "std": 0.039014, "sem": 0.001996, "min": 0.002488, "max": 0.247876, "recall-0.025": 0.2325, "recall-0.05": 0.6225, "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": 0.035954, "median": 0.024858, "std": 0.048694, "sem": 0.002501, "min": 0.003168, "max": 0.470723, "recall-0.025": 0.48, "recall-0.05": 0.835, "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": 0.040955, "median": 0.024952, "std": 0.070213, "sem": 0.003607, "min": 0.002593, "max": 0.472539, "recall-0.025": 0.4775, "recall-0.05": 0.825, "recall-0.1": 0.905, "recall-0.15": 0.9175, "recall-0.25": 0.92, "recall-0.5": 0.95, "num_labels": 400 }, "ankle_left": { "count": 379, "mean": 0.035098, "median": 0.025463, "std": 0.044838, "sem": 0.002306, "min": 0.002248, "max": 0.447605, "recall-0.025": 0.455, "recall-0.05": 0.8025, "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": 365, "mean": 0.044666, "median": 0.028367, "std": 0.048147, "sem": 0.002524, "min": 0.002424, "max": 0.430254, "recall-0.025": 0.3925, "recall-0.05": 0.66, "recall-0.1": 0.8325, "recall-0.15": 0.8825, "recall-0.25": 0.905, "recall-0.5": 0.9125, "num_labels": 400 }, "joint_recalls": { "num_labels": 5200, "recall-0.025": 0.37154, "recall-0.05": 0.75365, "recall-0.1": 0.90346, "recall-0.15": 0.92962, "recall-0.25": 0.94154, "recall-0.5": 0.95058 } } { "total_parts": 5600, "correct_parts": 5225, "pcp": 0.933036 } ``` ##### legoassemble ```json { "img_loading": 0.287326, "demosaicing": 0.0112221, "avg_time_2d": 0.0240407, "avg_time_3d": 0.00023535, "fps": 28.1705 } { "triangulator_calls": 121, "init_time": 2.2796e-06, "undistort_time": 2.07935e-05, "project_time": 3.8538e-06, "match_time": 1.31121e-05, "pairs_time": 9.31819e-06, "pair_scoring_time": 6.0523e-05, "grouping_time": 1.10819e-05, "full_time": 7.05671e-05, "merge_time": 2.99701e-05, "post_time": 7.38921e-06, "convert_time": 1.13331e-07, "total_time": 0.000229241 } { "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": 0.025723, "median": 0.024899, "std": 0.00724, "sem": 0.000381, "min": 0.011774, "max": 0.052562, "recall-0.025": 0.504132, "recall-0.05": 0.997245, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363, "ap-0.025": 0.274693, "ap-0.05": 0.996479, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 363, "mean": 0.02732, "median": 0.022736, "std": 0.016828, "sem": 0.000884, "min": 0.00115, "max": 0.085467, "recall-0.025": 0.573003, "recall-0.05": 0.895317, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "shoulder_left": { "count": 363, "mean": 0.027043, "median": 0.021957, "std": 0.020841, "sem": 0.001095, "min": 0.002793, "max": 0.149897, "recall-0.025": 0.589532, "recall-0.05": 0.887052, "recall-0.1": 0.986226, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "shoulder_right": { "count": 363, "mean": 0.022955, "median": 0.020511, "std": 0.012805, "sem": 0.000673, "min": 0.003064, "max": 0.101875, "recall-0.025": 0.628099, "recall-0.05": 0.961433, "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": 0.02252, "median": 0.019538, "std": 0.015672, "sem": 0.000824, "min": 0.001254, "max": 0.207405, "recall-0.025": 0.680441, "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": 0.018549, "median": 0.016702, "std": 0.010286, "sem": 0.000541, "min": 0.002522, "max": 0.082821, "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": 0.023641, "median": 0.018944, "std": 0.018362, "sem": 0.000965, "min": 0.002721, "max": 0.199952, "recall-0.025": 0.688705, "recall-0.05": 0.928375, "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": 0.019745, "median": 0.017758, "std": 0.011172, "sem": 0.000587, "min": 0.001634, "max": 0.076393, "recall-0.025": 0.760331, "recall-0.05": 0.975207, "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": 0.03119, "median": 0.026563, "std": 0.017008, "sem": 0.000894, "min": 0.005051, "max": 0.116967, "recall-0.025": 0.438017, "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": 0.03118, "median": 0.028448, "std": 0.01705, "sem": 0.000896, "min": 0.003029, "max": 0.138279, "recall-0.025": 0.371901, "recall-0.05": 0.900826, "recall-0.1": 0.991736, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_left": { "count": 363, "mean": 0.028395, "median": 0.020711, "std": 0.02313, "sem": 0.001216, "min": 0.001921, "max": 0.12193, "recall-0.025": 0.633609, "recall-0.05": 0.856749, "recall-0.1": 0.977961, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_right": { "count": 363, "mean": 0.023775, "median": 0.020622, "std": 0.013654, "sem": 0.000718, "min": 0.002869, "max": 0.067651, "recall-0.025": 0.592287, "recall-0.05": 0.939394, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "ankle_left": { "count": 363, "mean": 0.028379, "median": 0.022211, "std": 0.022536, "sem": 0.001184, "min": 0.002738, "max": 0.179868, "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": 0.029711, "median": 0.022134, "std": 0.026933, "sem": 0.001416, "min": 0.003345, "max": 0.265506, "recall-0.025": 0.573003, "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": 0.60776, "recall-0.05": 0.91524, "recall-0.1": 0.99046, "recall-0.15": 0.99788, "recall-0.25": 0.99958, "recall-0.5": 1.0 } } { "total_parts": 5082, "correct_parts": 5081, "pcp": 0.999803 } ``` ##### fencing ```json { "img_loading": 0.299649, "demosaicing": 0.0125556, "avg_time_2d": 0.0290218, "avg_time_3d": 0.000953567, "fps": 23.5123 } { "triangulator_calls": 166, "init_time": 2.44989e-05, "undistort_time": 5.56965e-05, "project_time": 5.28658e-05, "match_time": 3.57863e-05, "pairs_time": 9.1237e-05, "pair_scoring_time": 0.000282978, "grouping_time": 4.58324e-05, "full_time": 0.00025868, "merge_time": 2.57438e-05, "post_time": 1.42274e-05, "convert_time": 8.46741e-07, "total_time": 0.000888732 } { "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": 0.347021, "ap-0.05": 0.630871, "ap-0.1": 0.658056, "ap-0.15": 0.658056, "ap-0.25": 0.658056, "ap-0.5": 0.658056 }, "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": 0.300051, "demosaicing": 0.0112201, "avg_time_2d": 0.0282124, "avg_time_3d": 0.000934003, "fps": 24.7731 } { "triangulator_calls": 110, "init_time": 1.80607e-05, "undistort_time": 5.25656e-05, "project_time": 7.37899e-05, "match_time": 3.62453e-05, "pairs_time": 9.24117e-05, "pair_scoring_time": 0.000249979, "grouping_time": 7.02328e-05, "full_time": 0.000237396, "merge_time": 5.63023e-05, "post_time": 1.70248e-05, "convert_time": 1.14466e-06, "total_time": 0.000905509 } { "person_nums": { "total_frames": 110, "total_labels": 330, "total_preds": 459, "considered_empty": 0, "valid_preds": 330, "invalid_preds": 129, "missing": 0, "invalid_fraction": 0.28105, "precision": 0.71895, "recall": 1.0, "f1": 0.8365, "non_empty": 459 }, "mpjpe": { "count": 330, "mean": 0.041476, "median": 0.036841, "std": 0.015753, "sem": 0.000869, "min": 0.018151, "max": 0.105601, "recall-0.025": 0.087879, "recall-0.05": 0.742424, "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": 0.01454, "ap-0.05": 0.47333, "ap-0.1": 0.727418, "ap-0.15": 0.731694, "ap-0.25": 0.731694, "ap-0.5": 0.731694 }, "head": { "count": 330, "mean": 0.048873, "median": 0.042446, "std": 0.026197, "sem": 0.001444, "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": 0.046569, "median": 0.043024, "std": 0.024992, "sem": 0.001378, "min": 0.004952, "max": 0.163803, "recall-0.025": 0.166667, "recall-0.05": 0.633333, "recall-0.1": 0.972727, "recall-0.15": 0.99697, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "shoulder_right": { "count": 330, "mean": 0.042449, "median": 0.038086, "std": 0.02364, "sem": 0.001303, "min": 0.004333, "max": 0.121127, "recall-0.025": 0.233333, "recall-0.05": 0.739394, "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": 0.046191, "median": 0.039847, "std": 0.028706, "sem": 0.001583, "min": 0.003574, "max": 0.172573, "recall-0.025": 0.233333, "recall-0.05": 0.642424, "recall-0.1": 0.936364, "recall-0.15": 0.993939, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "elbow_right": { "count": 330, "mean": 0.043431, "median": 0.037068, "std": 0.028903, "sem": 0.001593, "min": 0.0023, "max": 0.253243, "recall-0.025": 0.269697, "recall-0.05": 0.69697, "recall-0.1": 0.957576, "recall-0.15": 0.990909, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "wrist_left": { "count": 330, "mean": 0.049319, "median": 0.040108, "std": 0.040802, "sem": 0.002249, "min": 0.004113, "max": 0.39348, "recall-0.025": 0.212121, "recall-0.05": 0.621212, "recall-0.1": 0.933333, "recall-0.15": 0.978788, "recall-0.25": 0.993939, "recall-0.5": 1.0, "num_labels": 330 }, "wrist_right": { "count": 330, "mean": 0.049586, "median": 0.041484, "std": 0.032178, "sem": 0.001774, "min": 0.006287, "max": 0.242746, "recall-0.025": 0.193939, "recall-0.05": 0.642424, "recall-0.1": 0.930303, "recall-0.15": 0.990909, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "hip_left": { "count": 330, "mean": 0.042796, "median": 0.038979, "std": 0.022721, "sem": 0.001253, "min": 0.004039, "max": 0.143194, "recall-0.025": 0.227273, "recall-0.05": 0.687879, "recall-0.1": 0.978788, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "hip_right": { "count": 330, "mean": 0.041115, "median": 0.03776, "std": 0.022653, "sem": 0.001249, "min": 0.002049, "max": 0.143942, "recall-0.025": 0.269697, "recall-0.05": 0.669697, "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": 0.03333, "median": 0.029671, "std": 0.020128, "sem": 0.00111, "min": 0.002201, "max": 0.117101, "recall-0.025": 0.409091, "recall-0.05": 0.815152, "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": 0.03408, "median": 0.028812, "std": 0.020744, "sem": 0.001144, "min": 0.000919, "max": 0.142352, "recall-0.025": 0.409091, "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": 0.031398, "median": 0.025119, "std": 0.023659, "sem": 0.001304, "min": 0.002151, "max": 0.165744, "recall-0.025": 0.49697, "recall-0.05": 0.836364, "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": 0.030053, "median": 0.025511, "std": 0.019331, "sem": 0.001066, "min": 0.001198, "max": 0.121823, "recall-0.025": 0.49697, "recall-0.05": 0.860606, "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": 0.28881, "recall-0.05": 0.71096, "recall-0.1": 0.96177, "recall-0.15": 0.99534, "recall-0.25": 0.99907, "recall-0.5": 1.0 } } { "total_parts": 4620, "correct_parts": 4599, "pcp": 0.995455 } ``` ##### volleyball ```json { "img_loading": 0.443117, "demosaicing": 0.0180134, "avg_time_2d": 0.0514391, "avg_time_3d": 0.00252913, "fps": 13.8924 } { "triangulator_calls": 121, "init_time": 4.44699e-05, "undistort_time": 0.000189134, "project_time": 0.000140004, "match_time": 5.36351e-05, "pairs_time": 0.000396272, "pair_scoring_time": 0.000600226, "grouping_time": 0.000437351, "full_time": 0.000550746, "merge_time": 0.000139814, "post_time": 1.61859e-05, "convert_time": 9.69785e-07, "total_time": 0.00256909 } { "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": 0.030423, "median": 0.0282, "std": 0.010315, "sem": 0.000471, "min": 0.014079, "max": 0.07436, "recall-0.025": 0.349174, "recall-0.05": 0.940083, "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": 0.129443, "ap-0.05": 0.884362, "ap-0.1": 0.980257, "ap-0.15": 0.980257, "ap-0.25": 0.980257, "ap-0.5": 0.980257 }, "head": { "count": 480, "mean": 0.030857, "median": 0.02514, "std": 0.01923, "sem": 0.000879, "min": 0.002447, "max": 0.160585, "recall-0.025": 0.495868, "recall-0.05": 0.820248, "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": 0.030438, "median": 0.02601, "std": 0.017389, "sem": 0.000795, "min": 0.004689, "max": 0.1055, "recall-0.025": 0.460744, "recall-0.05": 0.855372, "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": 0.031118, "median": 0.026411, "std": 0.01975, "sem": 0.000902, "min": 0.001719, "max": 0.133444, "recall-0.025": 0.450413, "recall-0.05": 0.855372, "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": 0.031811, "median": 0.027447, "std": 0.018749, "sem": 0.000857, "min": 0.003275, "max": 0.140095, "recall-0.025": 0.419421, "recall-0.05": 0.85124, "recall-0.1": 0.983471, "recall-0.15": 0.991736, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484 }, "elbow_right": { "count": 480, "mean": 0.033421, "median": 0.026718, "std": 0.024916, "sem": 0.001138, "min": 0.001778, "max": 0.202641, "recall-0.025": 0.450413, "recall-0.05": 0.842975, "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": 0.037336, "median": 0.031655, "std": 0.026018, "sem": 0.001189, "min": 0.002366, "max": 0.209175, "recall-0.025": 0.347107, "recall-0.05": 0.78719, "recall-0.1": 0.960744, "recall-0.15": 0.985537, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484 }, "wrist_right": { "count": 480, "mean": 0.037872, "median": 0.030065, "std": 0.030099, "sem": 0.001375, "min": 0.00269, "max": 0.281504, "recall-0.025": 0.363636, "recall-0.05": 0.78719, "recall-0.1": 0.956612, "recall-0.15": 0.981405, "recall-0.25": 0.989669, "recall-0.5": 0.991736, "num_labels": 484 }, "hip_left": { "count": 480, "mean": 0.036515, "median": 0.033571, "std": 0.017851, "sem": 0.000816, "min": 0.004045, "max": 0.118765, "recall-0.025": 0.274793, "recall-0.05": 0.803719, "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": 0.038387, "median": 0.031893, "std": 0.023336, "sem": 0.001066, "min": 0.006402, "max": 0.13518, "recall-0.025": 0.299587, "recall-0.05": 0.758264, "recall-0.1": 0.960744, "recall-0.15": 0.991736, "recall-0.25": 0.991736, "recall-0.5": 0.991736, "num_labels": 484 }, "knee_left": { "count": 480, "mean": 0.020973, "median": 0.017546, "std": 0.014137, "sem": 0.000646, "min": 0.003114, "max": 0.162904, "recall-0.025": 0.716942, "recall-0.05": 0.954545, "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": 0.023819, "median": 0.019672, "std": 0.015532, "sem": 0.00071, "min": 0.002024, "max": 0.095613, "recall-0.025": 0.646694, "recall-0.05": 0.915289, "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": 0.020762, "median": 0.017314, "std": 0.013517, "sem": 0.000618, "min": 0.00154, "max": 0.114176, "recall-0.025": 0.725207, "recall-0.05": 0.954545, "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": 0.022189, "median": 0.018047, "std": 0.01381, "sem": 0.000631, "min": 0.001891, "max": 0.09663, "recall-0.025": 0.694215, "recall-0.05": 0.93595, "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": 0.48681, "recall-0.05": 0.8541, "recall-0.1": 0.97823, "recall-0.15": 0.98919, "recall-0.25": 0.99142, "recall-0.5": 0.99174 } } { "total_parts": 6776, "correct_parts": 6714, "pcp": 0.99085 } ``` ##### badminton ```json { "img_loading": 0.458089, "demosaicing": 0.0178405, "avg_time_2d": 0.0439339, "avg_time_3d": 0.00172674, "fps": 15.7478 } { "triangulator_calls": 183, "init_time": 3.57972e-05, "undistort_time": 5.64207e-05, "project_time": 9.28678e-05, "match_time": 0.000126595, "pairs_time": 0.000228828, "pair_scoring_time": 0.000399073, "grouping_time": 0.000105891, "full_time": 0.000469727, "merge_time": 0.000133091, "post_time": 1.58165e-05, "convert_time": 8.94263e-07, "total_time": 0.00166532 } { "person_nums": { "total_frames": 183, "total_labels": 732, "total_preds": 740, "considered_empty": 0, "valid_preds": 732, "invalid_preds": 8, "missing": 0, "invalid_fraction": 0.01081, "precision": 0.98919, "recall": 1.0, "f1": 0.99457, "non_empty": 740 }, "mpjpe": { "count": 732, "mean": 0.025344, "median": 0.024326, "std": 0.007322, "sem": 0.000271, "min": 0.010553, "max": 0.060303, "recall-0.025": 0.545082, "recall-0.05": 0.989071, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732, "ap-0.025": 0.335937, "ap-0.05": 0.984765, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 732, "mean": 0.029033, "median": 0.023391, "std": 0.023043, "sem": 0.000852, "min": 0.002001, "max": 0.218815, "recall-0.025": 0.546448, "recall-0.05": 0.896175, "recall-0.1": 0.98224, "recall-0.15": 0.991803, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_left": { "count": 732, "mean": 0.033478, "median": 0.027774, "std": 0.021293, "sem": 0.000788, "min": 0.002135, "max": 0.151673, "recall-0.025": 0.412568, "recall-0.05": 0.84153, "recall-0.1": 0.979508, "recall-0.15": 0.998634, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_right": { "count": 732, "mean": 0.027134, "median": 0.023123, "std": 0.017432, "sem": 0.000645, "min": 0.001565, "max": 0.160187, "recall-0.025": 0.562842, "recall-0.05": 0.90847, "recall-0.1": 0.993169, "recall-0.15": 0.998634, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "elbow_left": { "count": 732, "mean": 0.025944, "median": 0.021785, "std": 0.016906, "sem": 0.000625, "min": 0.003136, "max": 0.140171, "recall-0.025": 0.588798, "recall-0.05": 0.927596, "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": 0.02351, "median": 0.019833, "std": 0.015243, "sem": 0.000564, "min": 0.002491, "max": 0.124541, "recall-0.025": 0.662568, "recall-0.05": 0.937158, "recall-0.1": 0.995902, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "wrist_left": { "count": 732, "mean": 0.028674, "median": 0.024601, "std": 0.020444, "sem": 0.000756, "min": 0.000613, "max": 0.156297, "recall-0.025": 0.510929, "recall-0.05": 0.89071, "recall-0.1": 0.98224, "recall-0.15": 0.998634, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "wrist_right": { "count": 732, "mean": 0.02781, "median": 0.023882, "std": 0.019047, "sem": 0.000704, "min": 0.001878, "max": 0.212174, "recall-0.025": 0.547814, "recall-0.05": 0.915301, "recall-0.1": 0.990437, "recall-0.15": 0.997268, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "hip_left": { "count": 732, "mean": 0.028192, "median": 0.026229, "std": 0.013783, "sem": 0.00051, "min": 0.002258, "max": 0.086422, "recall-0.025": 0.460383, "recall-0.05": 0.93306, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "hip_right": { "count": 732, "mean": 0.026058, "median": 0.023697, "std": 0.013222, "sem": 0.000489, "min": 0.003729, "max": 0.114396, "recall-0.025": 0.536885, "recall-0.05": 0.952186, "recall-0.1": 0.998634, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "knee_left": { "count": 732, "mean": 0.018149, "median": 0.017174, "std": 0.008781, "sem": 0.000325, "min": 0.002049, "max": 0.079882, "recall-0.025": 0.846995, "recall-0.05": 0.990437, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "knee_right": { "count": 732, "mean": 0.020674, "median": 0.018854, "std": 0.010793, "sem": 0.000399, "min": 0.001852, "max": 0.094701, "recall-0.025": 0.729508, "recall-0.05": 0.980874, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "ankle_left": { "count": 732, "mean": 0.019931, "median": 0.017991, "std": 0.0112, "sem": 0.000414, "min": 0.001218, "max": 0.091512, "recall-0.025": 0.751366, "recall-0.05": 0.974044, "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": 0.020881, "median": 0.01902, "std": 0.010951, "sem": 0.000405, "min": 0.00222, "max": 0.113657, "recall-0.025": 0.72541, "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": 0.60561, "recall-0.05": 0.93222, "recall-0.1": 0.99296, "recall-0.15": 0.99874, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 10248, "correct_parts": 10242, "pcp": 0.999415 } ``` ##### tennis ```json { "img_loading": 0.700143, "demosaicing": 0.0272671, "avg_time_2d": 0.0513643, "avg_time_3d": 0.00135786, "fps": 12.5017 } { "triangulator_calls": 181, "init_time": 3.37781e-05, "undistort_time": 6.43306e-05, "project_time": 5.09429e-05, "match_time": 5.19055e-05, "pairs_time": 0.000117416, "pair_scoring_time": 0.00035653, "grouping_time": 9.90424e-05, "full_time": 0.000373974, "merge_time": 6.33381e-05, "post_time": 1.25319e-05, "convert_time": 5.31641e-07, "total_time": 0.00122464 } { "person_nums": { "total_frames": 181, "total_labels": 362, "total_preds": 362, "considered_empty": 0, "valid_preds": 362, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 362 }, "mpjpe": { "count": 362, "mean": 0.023167, "median": 0.021854, "std": 0.009663, "sem": 0.000509, "min": 0.011945, "max": 0.128141, "recall-0.025": 0.712707, "recall-0.05": 0.986188, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362, "ap-0.025": 0.590938, "ap-0.05": 0.985934, "ap-0.1": 0.997146, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 362, "mean": 0.036109, "median": 0.035614, "std": 0.015332, "sem": 0.000807, "min": 0.005664, "max": 0.103914, "recall-0.025": 0.237569, "recall-0.05": 0.848066, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_left": { "count": 362, "mean": 0.02345, "median": 0.019334, "std": 0.014205, "sem": 0.000748, "min": 0.00317, "max": 0.111129, "recall-0.025": 0.640884, "recall-0.05": 0.950276, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_right": { "count": 362, "mean": 0.027039, "median": 0.024321, "std": 0.014465, "sem": 0.000761, "min": 0.002766, "max": 0.096662, "recall-0.025": 0.522099, "recall-0.05": 0.936464, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "elbow_left": { "count": 362, "mean": 0.02064, "median": 0.016328, "std": 0.0137, "sem": 0.000721, "min": 0.002186, "max": 0.101024, "recall-0.025": 0.748619, "recall-0.05": 0.955801, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "elbow_right": { "count": 362, "mean": 0.024533, "median": 0.021305, "std": 0.01573, "sem": 0.000828, "min": 0.001369, "max": 0.147746, "recall-0.025": 0.593923, "recall-0.05": 0.958564, "recall-0.1": 0.994475, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "wrist_left": { "count": 362, "mean": 0.02186, "median": 0.018293, "std": 0.014479, "sem": 0.000762, "min": 0.002824, "max": 0.093602, "recall-0.025": 0.701657, "recall-0.05": 0.930939, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "wrist_right": { "count": 362, "mean": 0.028621, "median": 0.02323, "std": 0.028234, "sem": 0.001486, "min": 0.001996, "max": 0.315942, "recall-0.025": 0.544199, "recall-0.05": 0.911602, "recall-0.1": 0.986188, "recall-0.15": 0.991713, "recall-0.25": 0.994475, "recall-0.5": 1.0, "num_labels": 362 }, "hip_left": { "count": 362, "mean": 0.024706, "median": 0.021948, "std": 0.014541, "sem": 0.000765, "min": 0.002856, "max": 0.147695, "recall-0.025": 0.610497, "recall-0.05": 0.955801, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "hip_right": { "count": 362, "mean": 0.024315, "median": 0.022016, "std": 0.016601, "sem": 0.000874, "min": 0.001242, "max": 0.190429, "recall-0.025": 0.618785, "recall-0.05": 0.950276, "recall-0.1": 0.994475, "recall-0.15": 0.997238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "knee_left": { "count": 362, "mean": 0.015417, "median": 0.013862, "std": 0.00805, "sem": 0.000424, "min": 0.000523, "max": 0.05052, "recall-0.025": 0.892265, "recall-0.05": 0.997238, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "knee_right": { "count": 362, "mean": 0.016842, "median": 0.014118, "std": 0.016242, "sem": 0.000855, "min": 0.001174, "max": 0.256627, "recall-0.025": 0.859116, "recall-0.05": 0.991713, "recall-0.1": 0.994475, "recall-0.15": 0.997238, "recall-0.25": 0.997238, "recall-0.5": 1.0, "num_labels": 362 }, "ankle_left": { "count": 362, "mean": 0.018563, "median": 0.01616, "std": 0.011314, "sem": 0.000595, "min": 0.00095, "max": 0.097843, "recall-0.025": 0.798343, "recall-0.05": 0.975138, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "ankle_right": { "count": 362, "mean": 0.019072, "median": 0.014127, "std": 0.028398, "sem": 0.001495, "min": 0.001911, "max": 0.495391, "recall-0.025": 0.809392, "recall-0.05": 0.961326, "recall-0.1": 0.994475, "recall-0.15": 0.997238, "recall-0.25": 0.997238, "recall-0.5": 1.0, "num_labels": 362 }, "joint_recalls": { "num_labels": 4706, "recall-0.025": 0.65831, "recall-0.05": 0.94603, "recall-0.1": 0.99554, "recall-0.15": 0.99873, "recall-0.25": 0.99894, "recall-0.5": 1.0 } } { "total_parts": 5068, "correct_parts": 5063, "pcp": 0.999013 } ```