# 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": 0.0207351, "demosaicing": 0.000612799, "avg_time_2d": 0.00801038, "avg_time_3d": 3.75153e-05, "time_tracks": 4.74481e-07, "fps": 115.458 } { "triangulator_calls": 600, "init_time": 2.64446e-06, "undistort_time": 3.71876e-06, "project_time": 7.09745e-07, "match_time": 1.21387e-06, "pairs_time": 2.16157e-07, "pair_scoring_time": 6.32339e-06, "grouping_time": 1.36083e-06, "full_time": 8.20276e-06, "merge_time": 3.20586e-06, "post_time": 4.91466e-06, "convert_time": 6.63e-08, "total_time": 3.28105e-05 } { "person_nums": { "total_frames": 600, "total_labels": 600, "total_preds": 600, "considered_empty": 0, "valid_preds": 600, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 600 }, "mpjpe": { "count": 600, "mean": 0.0606, "median": 0.053055, "std": 0.028265, "sem": 0.001155, "min": 0.036393, "max": 0.191691, "recall-0.025": 0.0, "recall-0.05": 0.335, "recall-0.1": 0.945, "recall-0.15": 0.95, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600, "ap-0.025": 0.0, "ap-0.05": 0.190735, "ap-0.1": 0.906598, "ap-0.15": 0.914982, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 600, "mean": 0.106893, "median": 0.09527, "std": 0.040269, "sem": 0.001645, "min": 0.014863, "max": 0.277673, "recall-0.025": 0.003333, "recall-0.05": 0.021667, "recall-0.1": 0.583333, "recall-0.15": 0.851667, "recall-0.25": 0.986667, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_left": { "count": 600, "mean": 0.038618, "median": 0.027617, "std": 0.034715, "sem": 0.001418, "min": 0.001444, "max": 0.172838, "recall-0.025": 0.416667, "recall-0.05": 0.811667, "recall-0.1": 0.931667, "recall-0.15": 0.965, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_right": { "count": 600, "mean": 0.045936, "median": 0.034699, "std": 0.039847, "sem": 0.001628, "min": 0.006882, "max": 0.240502, "recall-0.025": 0.296667, "recall-0.05": 0.775, "recall-0.1": 0.91, "recall-0.15": 0.943333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_left": { "count": 600, "mean": 0.045176, "median": 0.033657, "std": 0.03765, "sem": 0.001538, "min": 0.004846, "max": 0.194312, "recall-0.025": 0.26, "recall-0.05": 0.783333, "recall-0.1": 0.923333, "recall-0.15": 0.951667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_right": { "count": 600, "mean": 0.044116, "median": 0.032216, "std": 0.038507, "sem": 0.001573, "min": 0.00456, "max": 0.407211, "recall-0.025": 0.27, "recall-0.05": 0.795, "recall-0.1": 0.926667, "recall-0.15": 0.941667, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_left": { "count": 600, "mean": 0.039961, "median": 0.022359, "std": 0.044036, "sem": 0.001799, "min": 0.003546, "max": 0.252803, "recall-0.025": 0.546667, "recall-0.05": 0.756667, "recall-0.1": 0.911667, "recall-0.15": 0.928333, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_right": { "count": 598, "mean": 0.040687, "median": 0.025118, "std": 0.044607, "sem": 0.001826, "min": 0.003512, "max": 0.308803, "recall-0.025": 0.493333, "recall-0.05": 0.793333, "recall-0.1": 0.913333, "recall-0.15": 0.925, "recall-0.25": 0.993333, "recall-0.5": 0.996667, "num_labels": 600 }, "hip_left": { "count": 600, "mean": 0.070519, "median": 0.05939, "std": 0.035655, "sem": 0.001457, "min": 0.02269, "max": 0.216077, "recall-0.025": 0.001667, "recall-0.05": 0.215, "recall-0.1": 0.876667, "recall-0.15": 0.945, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "hip_right": { "count": 600, "mean": 0.086451, "median": 0.083767, "std": 0.029159, "sem": 0.001191, "min": 0.010684, "max": 0.219496, "recall-0.025": 0.01, "recall-0.05": 0.058333, "recall-0.1": 0.865, "recall-0.15": 0.948333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "knee_left": { "count": 598, "mean": 0.052824, "median": 0.042349, "std": 0.046021, "sem": 0.001884, "min": 0.013983, "max": 0.493296, "recall-0.025": 0.058333, "recall-0.05": 0.701667, "recall-0.1": 0.926667, "recall-0.15": 0.941667, "recall-0.25": 0.991667, "recall-0.5": 0.996667, "num_labels": 600 }, "knee_right": { "count": 600, "mean": 0.045506, "median": 0.034196, "std": 0.037417, "sem": 0.001529, "min": 0.009812, "max": 0.296591, "recall-0.025": 0.096667, "recall-0.05": 0.811667, "recall-0.1": 0.928333, "recall-0.15": 0.948333, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "ankle_left": { "count": 598, "mean": 0.089437, "median": 0.082569, "std": 0.031801, "sem": 0.001302, "min": 0.049959, "max": 0.353718, "recall-0.025": 0.0, "recall-0.05": 0.001667, "recall-0.1": 0.871667, "recall-0.15": 0.94, "recall-0.25": 0.993333, "recall-0.5": 0.996667, "num_labels": 600 }, "ankle_right": { "count": 600, "mean": 0.076937, "median": 0.066672, "std": 0.037873, "sem": 0.001547, "min": 0.035934, "max": 0.277986, "recall-0.025": 0.0, "recall-0.05": 0.031667, "recall-0.1": 0.91, "recall-0.15": 0.931667, "recall-0.25": 0.993333, "recall-0.5": 1.0, "num_labels": 600 }, "joint_recalls": { "num_labels": 7800, "recall-0.025": 0.18833, "recall-0.05": 0.50397, "recall-0.1": 0.88244, "recall-0.15": 0.935, "recall-0.25": 0.99564, "recall-0.5": 0.99923 } } { "total_parts": 8400, "correct_parts": 8130, "pcp": 0.967857 } ``` ### Shelf ```json { "img_loading": 0.0416135, "demosaicing": 0.000731345, "avg_time_2d": 0.0141532, "avg_time_3d": 0.000124298, "time_tracks": 9.70313e-07, "fps": 66.6231 } { "triangulator_calls": 301, "init_time": 2.95916e-06, "undistort_time": 1.40603e-05, "project_time": 2.07553e-06, "match_time": 8.05351e-06, "pairs_time": 3.94961e-06, "pair_scoring_time": 2.84605e-05, "grouping_time": 6.64004e-06, "full_time": 2.84679e-05, "merge_time": 1.1701e-05, "post_time": 7.4822e-06, "convert_time": 1.33063e-07, "total_time": 0.000114217 } { "person_nums": { "total_frames": 301, "total_labels": 477, "total_preds": 825, "considered_empty": 0, "valid_preds": 477, "invalid_preds": 348, "missing": 0, "invalid_fraction": 0.42182, "precision": 0.57818, "recall": 1.0, "f1": 0.73272, "non_empty": 825 }, "mpjpe": { "count": 477, "mean": 0.047529, "median": 0.042564, "std": 0.0148, "sem": 0.000678, "min": 0.029198, "max": 0.10776, "recall-0.025": 0.0, "recall-0.05": 0.719078, "recall-0.1": 0.987421, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477, "ap-0.025": 0.0, "ap-0.05": 0.45134, "ap-0.1": 0.75071, "ap-0.15": 0.759981, "ap-0.25": 0.759981, "ap-0.5": 0.759981 }, "head": { "count": 477, "mean": 0.053024, "median": 0.04912, "std": 0.024696, "sem": 0.001132, "min": 0.006585, "max": 0.161091, "recall-0.025": 0.104822, "recall-0.05": 0.515723, "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": 0.041982, "median": 0.03704, "std": 0.020719, "sem": 0.00095, "min": 0.004365, "max": 0.13292, "recall-0.025": 0.178197, "recall-0.05": 0.750524, "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": 0.049633, "median": 0.046464, "std": 0.022889, "sem": 0.001049, "min": 0.005335, "max": 0.148122, "recall-0.025": 0.100629, "recall-0.05": 0.555556, "recall-0.1": 0.955975, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_left": { "count": 477, "mean": 0.03995, "median": 0.031969, "std": 0.026265, "sem": 0.001204, "min": 0.003617, "max": 0.14567, "recall-0.025": 0.318658, "recall-0.05": 0.756813, "recall-0.1": 0.953878, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_right": { "count": 477, "mean": 0.053497, "median": 0.043869, "std": 0.040999, "sem": 0.001879, "min": 0.003559, "max": 0.242974, "recall-0.025": 0.268344, "recall-0.05": 0.557652, "recall-0.1": 0.897275, "recall-0.15": 0.960168, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_left": { "count": 477, "mean": 0.059237, "median": 0.05399, "std": 0.038883, "sem": 0.001782, "min": 0.001651, "max": 0.324459, "recall-0.025": 0.146751, "recall-0.05": 0.410901, "recall-0.1": 0.91195, "recall-0.15": 0.966457, "recall-0.25": 0.991614, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_right": { "count": 477, "mean": 0.057787, "median": 0.053705, "std": 0.030874, "sem": 0.001415, "min": 0.008652, "max": 0.208649, "recall-0.025": 0.111111, "recall-0.05": 0.431866, "recall-0.1": 0.909853, "recall-0.15": 0.983229, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_left": { "count": 477, "mean": 0.047811, "median": 0.043, "std": 0.025686, "sem": 0.001177, "min": 0.00812, "max": 0.14594, "recall-0.025": 0.178197, "recall-0.05": 0.633124, "recall-0.1": 0.960168, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_right": { "count": 477, "mean": 0.057545, "median": 0.058293, "std": 0.023761, "sem": 0.001089, "min": 0.006259, "max": 0.132422, "recall-0.025": 0.100629, "recall-0.05": 0.354298, "recall-0.1": 0.947589, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_left": { "count": 477, "mean": 0.040136, "median": 0.037389, "std": 0.024609, "sem": 0.001128, "min": 0.004686, "max": 0.19011, "recall-0.025": 0.262055, "recall-0.05": 0.756813, "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": 0.039722, "median": 0.035548, "std": 0.023046, "sem": 0.001056, "min": 0.005824, "max": 0.18497, "recall-0.025": 0.322851, "recall-0.05": 0.737945, "recall-0.1": 0.974843, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_left": { "count": 477, "mean": 0.03646, "median": 0.027617, "std": 0.030575, "sem": 0.001401, "min": 0.004888, "max": 0.223792, "recall-0.025": 0.42348, "recall-0.05": 0.819706, "recall-0.1": 0.947589, "recall-0.15": 0.983229, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_right": { "count": 477, "mean": 0.041099, "median": 0.030824, "std": 0.038377, "sem": 0.001759, "min": 0.003453, "max": 0.288516, "recall-0.025": 0.301887, "recall-0.05": 0.805031, "recall-0.1": 0.930818, "recall-0.15": 0.966457, "recall-0.25": 0.995807, "recall-0.5": 1.0, "num_labels": 477 }, "joint_recalls": { "num_labels": 6201, "recall-0.025": 0.21577, "recall-0.05": 0.62071, "recall-0.1": 0.9442, "recall-0.15": 0.98742, "recall-0.25": 0.99871, "recall-0.5": 1.0 } } { "total_parts": 6678, "correct_parts": 6623, "pcp": 0.991764 } { "total_parts": { "1": 2790, "3": 1610, "2": 370, "sum": 4770 }, "correct_parts": { "1": 2790, "3": 1610, "2": 370, "sum": 4770 }, "pcp": { "1": 1.0, "3": 1.0, "2": 1.0, "avg": 1.0 } } ``` ### Campus ```json { "img_loading": 0.00485674, "demosaicing": 0.000178004, "avg_time_2d": 0.00682724, "avg_time_3d": 4.18954e-05, "time_tracks": 7.86929e-07, "fps": 141.886 } { "triangulator_calls": 222, "init_time": 2.5477e-06, "undistort_time": 5.94999e-06, "project_time": 1.09126e-06, "match_time": 2.94959e-06, "pairs_time": 5.10059e-07, "pair_scoring_time": 5.51768e-06, "grouping_time": 1.417e-06, "full_time": 6.99931e-06, "merge_time": 3.11002e-06, "post_time": 6.43899e-06, "convert_time": 1.12405e-07, "total_time": 3.68841e-05 } { "person_nums": { "total_frames": 222, "total_labels": 376, "total_preds": 454, "considered_empty": 0, "valid_preds": 376, "invalid_preds": 78, "missing": 0, "invalid_fraction": 0.17181, "precision": 0.82819, "recall": 1.0, "f1": 0.90602, "non_empty": 454 }, "mpjpe": { "count": 376, "mean": 0.075175, "median": 0.072514, "std": 0.014048, "sem": 0.000725, "min": 0.039602, "max": 0.132521, "recall-0.025": 0.0, "recall-0.05": 0.00266, "recall-0.1": 0.93883, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376, "ap-0.025": 0.0, "ap-0.05": 4e-05, "ap-0.1": 0.861308, "ap-0.15": 0.967878, "ap-0.25": 0.967878, "ap-0.5": 0.967878 }, "head": { "count": 376, "mean": 0.062787, "median": 0.061735, "std": 0.025219, "sem": 0.001302, "min": 0.009563, "max": 0.198443, "recall-0.025": 0.050532, "recall-0.05": 0.305851, "recall-0.1": 0.933511, "recall-0.15": 0.994681, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_left": { "count": 376, "mean": 0.066771, "median": 0.064782, "std": 0.029586, "sem": 0.001528, "min": 0.013587, "max": 0.205286, "recall-0.025": 0.045213, "recall-0.05": 0.324468, "recall-0.1": 0.885638, "recall-0.15": 0.984043, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_right": { "count": 376, "mean": 0.069575, "median": 0.062291, "std": 0.031906, "sem": 0.001648, "min": 0.017146, "max": 0.198847, "recall-0.025": 0.018617, "recall-0.05": 0.31117, "recall-0.1": 0.840426, "recall-0.15": 0.970745, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_left": { "count": 376, "mean": 0.090051, "median": 0.073047, "std": 0.053193, "sem": 0.002747, "min": 0.01359, "max": 0.283982, "recall-0.025": 0.026596, "recall-0.05": 0.236702, "recall-0.1": 0.646277, "recall-0.15": 0.867021, "recall-0.25": 0.989362, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_right": { "count": 376, "mean": 0.077676, "median": 0.070849, "std": 0.037776, "sem": 0.001951, "min": 0.001535, "max": 0.184782, "recall-0.025": 0.037234, "recall-0.05": 0.273936, "recall-0.1": 0.726064, "recall-0.15": 0.941489, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "wrist_left": { "count": 376, "mean": 0.130202, "median": 0.115431, "std": 0.068412, "sem": 0.003533, "min": 0.017061, "max": 0.345869, "recall-0.025": 0.013298, "recall-0.05": 0.077128, "recall-0.1": 0.396277, "recall-0.15": 0.672872, "recall-0.25": 0.920213, "recall-0.5": 1.0, "num_labels": 376 }, "wrist_right": { "count": 376, "mean": 0.101915, "median": 0.097169, "std": 0.044277, "sem": 0.002286, "min": 0.004787, "max": 0.279385, "recall-0.025": 0.005319, "recall-0.05": 0.098404, "recall-0.1": 0.518617, "recall-0.15": 0.861702, "recall-0.25": 0.992021, "recall-0.5": 1.0, "num_labels": 376 }, "hip_left": { "count": 376, "mean": 0.067307, "median": 0.064029, "std": 0.024666, "sem": 0.001274, "min": 0.0145, "max": 0.166806, "recall-0.025": 0.018617, "recall-0.05": 0.239362, "recall-0.1": 0.896277, "recall-0.15": 0.994681, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "hip_right": { "count": 376, "mean": 0.06325, "median": 0.061541, "std": 0.027798, "sem": 0.001435, "min": 0.011523, "max": 0.198033, "recall-0.025": 0.045213, "recall-0.05": 0.367021, "recall-0.1": 0.917553, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_left": { "count": 376, "mean": 0.057125, "median": 0.055438, "std": 0.023744, "sem": 0.001226, "min": 0.006713, "max": 0.175696, "recall-0.025": 0.071809, "recall-0.05": 0.385638, "recall-0.1": 0.954787, "recall-0.15": 0.992021, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "knee_right": { "count": 376, "mean": 0.054064, "median": 0.049777, "std": 0.027297, "sem": 0.00141, "min": 0.011141, "max": 0.228731, "recall-0.025": 0.077128, "recall-0.05": 0.505319, "recall-0.1": 0.952128, "recall-0.15": 0.992021, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "ankle_left": { "count": 376, "mean": 0.071354, "median": 0.065376, "std": 0.0421, "sem": 0.002174, "min": 0.010298, "max": 0.377448, "recall-0.025": 0.045213, "recall-0.05": 0.327128, "recall-0.1": 0.861702, "recall-0.15": 0.957447, "recall-0.25": 0.992021, "recall-0.5": 1.0, "num_labels": 376 }, "ankle_right": { "count": 376, "mean": 0.065194, "median": 0.052495, "std": 0.047915, "sem": 0.002474, "min": 0.0034, "max": 0.378845, "recall-0.025": 0.069149, "recall-0.05": 0.43883, "recall-0.1": 0.87234, "recall-0.15": 0.952128, "recall-0.25": 0.986702, "recall-0.5": 1.0, "num_labels": 376 }, "joint_recalls": { "num_labels": 4888, "recall-0.025": 0.03948, "recall-0.05": 0.29746, "recall-0.1": 0.7989, "recall-0.15": 0.93494, "recall-0.25": 0.99018, "recall-0.5": 1.0 } } { "total_parts": 5264, "correct_parts": 5012, "pcp": 0.952128 } ``` ### MVOR ```json { "img_loading": 0.0114051, "demosaicing": 0.000340845, "avg_time_2d": 0.00789336, "avg_time_3d": 4.69614e-05, "time_tracks": 0, "fps": 120.756 } { "triangulator_calls": 629, "init_time": 2.78539e-06, "undistort_time": 6.20571e-06, "project_time": 1.18053e-06, "match_time": 2.69834e-06, "pairs_time": 7.10981e-07, "pair_scoring_time": 1.22553e-05, "grouping_time": 2.12015e-06, "full_time": 4.79941e-06, "merge_time": 2.5872e-06, "post_time": 6.32515e-06, "convert_time": 1.09377e-07, "total_time": 4.2016e-05 } { "person_nums": { "total_frames": 629, "total_labels": 1061, "total_preds": 1062, "considered_empty": 0, "valid_preds": 827, "invalid_preds": 235, "missing": 234, "invalid_fraction": 0.22128, "precision": 0.77872, "recall": 0.77945, "f1": 0.77909, "non_empty": 1062 }, "mpjpe": { "count": 827, "mean": 0.119903, "median": 0.099111, "std": 0.071566, "sem": 0.00249, "min": 0.048707, "max": 0.488972, "recall-0.025": 0.0, "recall-0.05": 0.00377, "recall-0.1": 0.39868, "recall-0.15": 0.639962, "recall-0.25": 0.739868, "recall-0.5": 0.779453, "num_labels": 1061, "ap-0.025": 0.0, "ap-0.05": 9.1e-05, "ap-0.1": 0.268563, "ap-0.15": 0.542431, "ap-0.25": 0.676753, "ap-0.5": 0.719505 }, "head": { "count": 821, "mean": 0.068302, "median": 0.052341, "std": 0.066384, "sem": 0.002318, "min": 0.002515, "max": 0.480278, "recall-0.025": 0.099906, "recall-0.05": 0.363808, "recall-0.1": 0.667295, "recall-0.15": 0.72196, "recall-0.25": 0.747408, "recall-0.5": 0.773798, "num_labels": 1061 }, "shoulder_left": { "count": 821, "mean": 0.062306, "median": 0.043307, "std": 0.063859, "sem": 0.00223, "min": 0.003718, "max": 0.488998, "recall-0.025": 0.175306, "recall-0.05": 0.452403, "recall-0.1": 0.663525, "recall-0.15": 0.72196, "recall-0.25": 0.746466, "recall-0.5": 0.773798, "num_labels": 1061 }, "shoulder_right": { "count": 821, "mean": 0.061694, "median": 0.041019, "std": 0.066289, "sem": 0.002315, "min": 0.004707, "max": 0.455456, "recall-0.025": 0.146089, "recall-0.05": 0.473139, "recall-0.1": 0.666352, "recall-0.15": 0.727615, "recall-0.25": 0.748351, "recall-0.5": 0.773798, "num_labels": 1061 }, "elbow_left": { "count": 810, "mean": 0.107332, "median": 0.076471, "std": 0.090306, "sem": 0.003175, "min": 0.004828, "max": 0.48749, "recall-0.025": 0.063148, "recall-0.05": 0.248822, "recall-0.1": 0.469369, "recall-0.15": 0.573044, "recall-0.25": 0.700283, "recall-0.5": 0.763431, "num_labels": 1061 }, "elbow_right": { "count": 815, "mean": 0.089647, "median": 0.062492, "std": 0.084945, "sem": 0.002977, "min": 0.004284, "max": 0.489631, "recall-0.025": 0.099906, "recall-0.05": 0.305372, "recall-0.1": 0.552309, "recall-0.15": 0.651272, "recall-0.25": 0.719133, "recall-0.5": 0.768143, "num_labels": 1061 }, "wrist_left": { "count": 808, "mean": 0.128872, "median": 0.094531, "std": 0.10626, "sem": 0.003741, "min": 0.006274, "max": 0.494712, "recall-0.025": 0.070688, "recall-0.05": 0.222432, "recall-0.1": 0.396795, "recall-0.15": 0.506126, "recall-0.25": 0.65787, "recall-0.5": 0.761546, "num_labels": 1061 }, "wrist_right": { "count": 806, "mean": 0.11067, "median": 0.074186, "std": 0.099256, "sem": 0.003498, "min": 0.003686, "max": 0.464818, "recall-0.025": 0.096136, "recall-0.05": 0.267672, "recall-0.1": 0.477851, "recall-0.15": 0.558907, "recall-0.25": 0.66918, "recall-0.5": 0.759661, "num_labels": 1061 }, "hip_left": { "count": 816, "mean": 0.194315, "median": 0.174495, "std": 0.08574, "sem": 0.003003, "min": 0.042394, "max": 0.494933, "recall-0.025": 0.0, "recall-0.05": 0.004713, "recall-0.1": 0.059378, "recall-0.15": 0.272385, "recall-0.25": 0.611687, "recall-0.5": 0.769086, "num_labels": 1061 }, "hip_right": { "count": 809, "mean": 0.188027, "median": 0.173017, "std": 0.078646, "sem": 0.002767, "min": 0.033078, "max": 0.488741, "recall-0.025": 0.0, "recall-0.05": 0.002828, "recall-0.1": 0.069746, "recall-0.15": 0.276155, "recall-0.25": 0.624882, "recall-0.5": 0.762488, "num_labels": 1061 }, "joint_recalls": { "num_labels": 9549, "recall-0.025": 0.08325, "recall-0.05": 0.25982, "recall-0.1": 0.44643, "recall-0.15": 0.55597, "recall-0.25": 0.69128, "recall-0.5": 0.76678 } } { "total_parts": 10610, "correct_parts": 6255, "pcp": 0.589538 } ``` ### Panoptic ```json { "img_loading": 0.0476989, "demosaicing": 0.00103554, "avg_time_2d": 0.0161932, "avg_time_3d": 0.000152174, "time_tracks": 1.44395e-06, "fps": 57.5296 } { "triangulator_calls": 420, "init_time": 3.17324e-06, "undistort_time": 1.62273e-05, "project_time": 2.83951e-06, "match_time": 1.22493e-05, "pairs_time": 8.00881e-06, "pair_scoring_time": 3.63034e-05, "grouping_time": 7.96531e-06, "full_time": 3.12978e-05, "merge_time": 1.3845e-05, "post_time": 8.58648e-06, "convert_time": 1.71993e-07, "total_time": 0.000140902 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1491, "considered_empty": 0, "valid_preds": 1463, "invalid_preds": 28, "missing": 3, "invalid_fraction": 0.01878, "precision": 0.98122, "recall": 0.99795, "f1": 0.98952, "non_empty": 1491 }, "mpjpe": { "count": 1463, "mean": 0.030581, "median": 0.028167, "std": 0.012876, "sem": 0.000337, "min": 0.010634, "max": 0.124726, "recall-0.025": 0.366303, "recall-0.05": 0.929741, "recall-0.1": 0.993179, "recall-0.15": 0.997954, "recall-0.25": 0.997954, "recall-0.5": 0.997954, "num_labels": 1466, "ap-0.025": 0.242392, "ap-0.05": 0.913771, "ap-0.1": 0.989421, "ap-0.15": 0.995868, "ap-0.25": 0.995868, "ap-0.5": 0.995868 }, "nose": { "count": 1462, "mean": 0.01516, "median": 0.011504, "std": 0.018799, "sem": 0.000492, "min": 0.00149, "max": 0.300311, "recall-0.025": 0.920027, "recall-0.05": 0.969241, "recall-0.1": 0.993848, "recall-0.15": 0.995899, "recall-0.25": 0.996582, "recall-0.5": 0.999316, "num_labels": 1463 }, "shoulder_left": { "count": 1463, "mean": 0.016721, "median": 0.014636, "std": 0.011011, "sem": 0.000288, "min": 0.000574, "max": 0.104098, "recall-0.025": 0.841746, "recall-0.05": 0.981583, "recall-0.1": 0.997271, "recall-0.15": 0.997954, "recall-0.25": 0.997954, "recall-0.5": 0.997954, "num_labels": 1466 }, "shoulder_right": { "count": 1462, "mean": 0.01674, "median": 0.014373, "std": 0.011316, "sem": 0.000296, "min": 0.001247, "max": 0.147753, "recall-0.025": 0.831399, "recall-0.05": 0.986348, "recall-0.1": 0.99727, "recall-0.15": 0.997952, "recall-0.25": 0.997952, "recall-0.5": 0.997952, "num_labels": 1465 }, "elbow_left": { "count": 1462, "mean": 0.021764, "median": 0.015915, "std": 0.020191, "sem": 0.000528, "min": 0.000835, "max": 0.282226, "recall-0.025": 0.755631, "recall-0.05": 0.918771, "recall-0.1": 0.992491, "recall-0.15": 0.996587, "recall-0.25": 0.996587, "recall-0.5": 0.997952, "num_labels": 1465 }, "elbow_right": { "count": 1462, "mean": 0.020403, "median": 0.015834, "std": 0.015666, "sem": 0.00041, "min": 0.001753, "max": 0.161231, "recall-0.025": 0.796309, "recall-0.05": 0.947368, "recall-0.1": 0.997266, "recall-0.15": 0.998633, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "wrist_left": { "count": 1432, "mean": 0.032919, "median": 0.01602, "std": 0.048959, "sem": 0.001294, "min": 0.000146, "max": 0.409096, "recall-0.025": 0.694561, "recall-0.05": 0.854254, "recall-0.1": 0.922594, "recall-0.15": 0.962343, "recall-0.25": 0.981869, "recall-0.5": 0.998605, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.025174, "median": 0.015955, "std": 0.030744, "sem": 0.000806, "min": 0.001377, "max": 0.251157, "recall-0.025": 0.709478, "recall-0.05": 0.904533, "recall-0.1": 0.972527, "recall-0.15": 0.986264, "recall-0.25": 0.999313, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1462, "mean": 0.035139, "median": 0.030395, "std": 0.023063, "sem": 0.000603, "min": 0.002446, "max": 0.231182, "recall-0.025": 0.348805, "recall-0.05": 0.844369, "recall-0.1": 0.980887, "recall-0.15": 0.992491, "recall-0.25": 0.997952, "recall-0.5": 0.997952, "num_labels": 1465 }, "hip_right": { "count": 1463, "mean": 0.036813, "median": 0.031924, "std": 0.024101, "sem": 0.00063, "min": 0.003243, "max": 0.27157, "recall-0.025": 0.326739, "recall-0.05": 0.804911, "recall-0.1": 0.976808, "recall-0.15": 0.994543, "recall-0.25": 0.997271, "recall-0.5": 0.997954, "num_labels": 1466 }, "knee_left": { "count": 1462, "mean": 0.037196, "median": 0.032554, "std": 0.029923, "sem": 0.000783, "min": 0.003956, "max": 0.464559, "recall-0.025": 0.298976, "recall-0.05": 0.819113, "recall-0.1": 0.98157, "recall-0.15": 0.989078, "recall-0.25": 0.993174, "recall-0.5": 0.997952, "num_labels": 1465 }, "knee_right": { "count": 1456, "mean": 0.037218, "median": 0.031065, "std": 0.02514, "sem": 0.000659, "min": 0.004193, "max": 0.362976, "recall-0.025": 0.371487, "recall-0.05": 0.770391, "recall-0.1": 0.971213, "recall-0.15": 0.995888, "recall-0.25": 0.997258, "recall-0.5": 0.997944, "num_labels": 1459 }, "ankle_left": { "count": 1460, "mean": 0.051282, "median": 0.032048, "std": 0.055936, "sem": 0.001464, "min": 0.003262, "max": 0.439571, "recall-0.025": 0.371155, "recall-0.05": 0.696514, "recall-0.1": 0.874915, "recall-0.15": 0.9419, "recall-0.25": 0.980861, "recall-0.5": 0.997949, "num_labels": 1463 }, "ankle_right": { "count": 1453, "mean": 0.048843, "median": 0.031411, "std": 0.059069, "sem": 0.00155, "min": 0.002506, "max": 0.485437, "recall-0.025": 0.370548, "recall-0.05": 0.75411, "recall-0.1": 0.89589, "recall-0.15": 0.927397, "recall-0.25": 0.973973, "recall-0.5": 0.995205, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.58678, "recall-0.05": 0.86524, "recall-0.1": 0.9654, "recall-0.15": 0.98252, "recall-0.25": 0.99258, "recall-0.5": 0.99768 } } { "total_parts": 20444, "correct_parts": 20253, "pcp": 0.990657 } ``` ##### 3 cameras ```json { "img_loading": 0.0286912, "demosaicing": 0.000675156, "avg_time_2d": 0.00968984, "avg_time_3d": 6.76462e-05, "time_tracks": 1.21813e-06, "fps": 95.8418 } { "triangulator_calls": 420, "init_time": 2.95448e-06, "undistort_time": 9.8886e-06, "project_time": 1.47588e-06, "match_time": 7.19948e-06, "pairs_time": 2.40176e-06, "pair_scoring_time": 1.14575e-05, "grouping_time": 2.84857e-06, "full_time": 1.07532e-05, "merge_time": 5.31043e-06, "post_time": 7.79394e-06, "convert_time": 1.92512e-07, "total_time": 6.25098e-05 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1416, "considered_empty": 0, "valid_preds": 1398, "invalid_preds": 18, "missing": 68, "invalid_fraction": 0.01271, "precision": 0.98729, "recall": 0.95362, "f1": 0.97016, "non_empty": 1416 }, "mpjpe": { "count": 1398, "mean": 0.059101, "median": 0.04586, "std": 0.04178, "sem": 0.001118, "min": 0.018518, "max": 0.348157, "recall-0.025": 0.019782, "recall-0.05": 0.55457, "recall-0.1": 0.85266, "recall-0.15": 0.911323, "recall-0.25": 0.94543, "recall-0.5": 0.953615, "num_labels": 1466, "ap-0.025": 0.00436, "ap-0.05": 0.452427, "ap-0.1": 0.829639, "ap-0.15": 0.899666, "ap-0.25": 0.936339, "ap-0.5": 0.944756 }, "nose": { "count": 1397, "mean": 0.024345, "median": 0.018574, "std": 0.018777, "sem": 0.000503, "min": 0.00138, "max": 0.185287, "recall-0.025": 0.62201, "recall-0.05": 0.861244, "recall-0.1": 0.947368, "recall-0.15": 0.954204, "recall-0.25": 0.954887, "recall-0.5": 0.954887, "num_labels": 1463 }, "shoulder_left": { "count": 1398, "mean": 0.020475, "median": 0.016522, "std": 0.015927, "sem": 0.000426, "min": 0.000837, "max": 0.233408, "recall-0.025": 0.712824, "recall-0.05": 0.920191, "recall-0.1": 0.947476, "recall-0.15": 0.952251, "recall-0.25": 0.953615, "recall-0.5": 0.953615, "num_labels": 1466 }, "shoulder_right": { "count": 1397, "mean": 0.023511, "median": 0.017947, "std": 0.021111, "sem": 0.000565, "min": 0.00209, "max": 0.215048, "recall-0.025": 0.657338, "recall-0.05": 0.892833, "recall-0.1": 0.94471, "recall-0.15": 0.94744, "recall-0.25": 0.953584, "recall-0.5": 0.953584, "num_labels": 1465 }, "elbow_left": { "count": 1397, "mean": 0.033405, "median": 0.02151, "std": 0.033516, "sem": 0.000897, "min": 0.001051, "max": 0.406529, "recall-0.025": 0.554266, "recall-0.05": 0.769283, "recall-0.1": 0.899659, "recall-0.15": 0.948805, "recall-0.25": 0.950171, "recall-0.5": 0.953584, "num_labels": 1465 }, "elbow_right": { "count": 1397, "mean": 0.031867, "median": 0.021353, "std": 0.032144, "sem": 0.00086, "min": 0.002016, "max": 0.325627, "recall-0.025": 0.578264, "recall-0.05": 0.799727, "recall-0.1": 0.919344, "recall-0.15": 0.943267, "recall-0.25": 0.952837, "recall-0.5": 0.954887, "num_labels": 1463 }, "wrist_left": { "count": 1368, "mean": 0.05222, "median": 0.02395, "std": 0.063323, "sem": 0.001713, "min": 0.001228, "max": 0.492913, "recall-0.025": 0.493026, "recall-0.05": 0.663877, "recall-0.1": 0.797768, "recall-0.15": 0.857741, "recall-0.25": 0.94212, "recall-0.5": 0.953975, "num_labels": 1434 }, "wrist_right": { "count": 1391, "mean": 0.04731, "median": 0.024331, "std": 0.059494, "sem": 0.001596, "min": 0.001712, "max": 0.405436, "recall-0.025": 0.492445, "recall-0.05": 0.696429, "recall-0.1": 0.841346, "recall-0.15": 0.893544, "recall-0.25": 0.930632, "recall-0.5": 0.955357, "num_labels": 1456 }, "hip_left": { "count": 1397, "mean": 0.043899, "median": 0.03817, "std": 0.02864, "sem": 0.000767, "min": 0.001204, "max": 0.370723, "recall-0.025": 0.208191, "recall-0.05": 0.675085, "recall-0.1": 0.921502, "recall-0.15": 0.945392, "recall-0.25": 0.951536, "recall-0.5": 0.953584, "num_labels": 1465 }, "hip_right": { "count": 1398, "mean": 0.05264, "median": 0.044366, "std": 0.034175, "sem": 0.000914, "min": 0.004871, "max": 0.27157, "recall-0.025": 0.154843, "recall-0.05": 0.54502, "recall-0.1": 0.888131, "recall-0.15": 0.934516, "recall-0.25": 0.952251, "recall-0.5": 0.953615, "num_labels": 1466 }, "knee_left": { "count": 1380, "mean": 0.061346, "median": 0.041129, "std": 0.070944, "sem": 0.00191, "min": 0.003716, "max": 0.396038, "recall-0.025": 0.217747, "recall-0.05": 0.592491, "recall-0.1": 0.838908, "recall-0.15": 0.872355, "recall-0.25": 0.906485, "recall-0.5": 0.94198, "num_labels": 1465 }, "knee_right": { "count": 1380, "mean": 0.066633, "median": 0.04619, "std": 0.069088, "sem": 0.00186, "min": 0.006541, "max": 0.388464, "recall-0.025": 0.141193, "recall-0.05": 0.518849, "recall-0.1": 0.835504, "recall-0.15": 0.865661, "recall-0.25": 0.906785, "recall-0.5": 0.945853, "num_labels": 1459 }, "ankle_left": { "count": 1312, "mean": 0.109621, "median": 0.071312, "std": 0.111595, "sem": 0.003082, "min": 0.002475, "max": 0.498301, "recall-0.025": 0.170882, "recall-0.05": 0.367738, "recall-0.1": 0.576897, "recall-0.15": 0.683527, "recall-0.25": 0.773753, "recall-0.5": 0.896787, "num_labels": 1463 }, "ankle_right": { "count": 1302, "mean": 0.111899, "median": 0.05281, "std": 0.120706, "sem": 0.003347, "min": 0.002089, "max": 0.499606, "recall-0.025": 0.174658, "recall-0.05": 0.423973, "recall-0.1": 0.584247, "recall-0.15": 0.641096, "recall-0.25": 0.744521, "recall-0.5": 0.891781, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.39784, "recall-0.05": 0.67109, "recall-0.1": 0.84171, "recall-0.15": 0.87978, "recall-0.25": 0.91311, "recall-0.5": 0.94297 } } { "total_parts": 20444, "correct_parts": 18597, "pcp": 0.909656 } ``` ##### 7 cameras ```json { "img_loading": 0.0678357, "demosaicing": 0.00151633, "avg_time_2d": 0.0226435, "avg_time_3d": 0.000285064, "time_tracks": 1.5904e-06, "fps": 40.9056 } { "triangulator_calls": 420, "init_time": 4.41714e-06, "undistort_time": 2.29106e-05, "project_time": 4.19705e-06, "match_time": 1.83661e-05, "pairs_time": 1.93374e-05, "pair_scoring_time": 7.74751e-05, "grouping_time": 1.68026e-05, "full_time": 6.39011e-05, "merge_time": 2.87738e-05, "post_time": 9.13097e-06, "convert_time": 1.80321e-07, "total_time": 0.000265727 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1525, "considered_empty": 0, "valid_preds": 1465, "invalid_preds": 60, "missing": 1, "invalid_fraction": 0.03934, "precision": 0.96066, "recall": 0.99932, "f1": 0.97961, "non_empty": 1525 }, "mpjpe": { "count": 1465, "mean": 0.027912, "median": 0.024864, "std": 0.011069, "sem": 0.000289, "min": 0.010041, "max": 0.11011, "recall-0.025": 0.508186, "recall-0.05": 0.951569, "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": 0.370102, "ap-0.05": 0.928863, "ap-0.1": 0.99006, "ap-0.15": 0.990717, "ap-0.25": 0.990717, "ap-0.5": 0.990717 }, "nose": { "count": 1462, "mean": 0.013476, "median": 0.010623, "std": 0.016122, "sem": 0.000422, "min": 0.002442, "max": 0.300311, "recall-0.025": 0.933698, "recall-0.05": 0.984962, "recall-0.1": 0.996582, "recall-0.15": 0.996582, "recall-0.25": 0.996582, "recall-0.5": 0.999316, "num_labels": 1463 }, "shoulder_left": { "count": 1465, "mean": 0.014312, "median": 0.012484, "std": 0.009094, "sem": 0.000238, "min": 0.000661, "max": 0.091593, "recall-0.025": 0.888131, "recall-0.05": 0.991814, "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": 0.015886, "median": 0.013121, "std": 0.010617, "sem": 0.000278, "min": 0.000865, "max": 0.108463, "recall-0.025": 0.840956, "recall-0.05": 0.9843, "recall-0.1": 0.998635, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_left": { "count": 1464, "mean": 0.018804, "median": 0.015614, "std": 0.013323, "sem": 0.000348, "min": 0.000435, "max": 0.143475, "recall-0.025": 0.8, "recall-0.05": 0.966553, "recall-0.1": 0.99727, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_right": { "count": 1462, "mean": 0.018815, "median": 0.015589, "std": 0.013859, "sem": 0.000363, "min": 0.00139, "max": 0.157851, "recall-0.025": 0.838004, "recall-0.05": 0.959672, "recall-0.1": 0.995215, "recall-0.15": 0.998633, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "wrist_left": { "count": 1433, "mean": 0.023385, "median": 0.014934, "std": 0.026207, "sem": 0.000693, "min": 0.000895, "max": 0.222135, "recall-0.025": 0.736402, "recall-0.05": 0.912134, "recall-0.1": 0.970711, "recall-0.15": 0.988842, "recall-0.25": 0.999303, "recall-0.5": 0.999303, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.022494, "median": 0.014149, "std": 0.028591, "sem": 0.00075, "min": 0.001176, "max": 0.311342, "recall-0.025": 0.763736, "recall-0.05": 0.924451, "recall-0.1": 0.974588, "recall-0.15": 0.987637, "recall-0.25": 0.99794, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1464, "mean": 0.029548, "median": 0.027553, "std": 0.015593, "sem": 0.000408, "min": 0.002006, "max": 0.126962, "recall-0.025": 0.438225, "recall-0.05": 0.904437, "recall-0.1": 0.996587, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "hip_right": { "count": 1465, "mean": 0.032259, "median": 0.028938, "std": 0.018439, "sem": 0.000482, "min": 0.001582, "max": 0.196928, "recall-0.025": 0.38472, "recall-0.05": 0.873124, "recall-0.1": 0.993179, "recall-0.15": 0.995907, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "knee_left": { "count": 1464, "mean": 0.032001, "median": 0.02845, "std": 0.019158, "sem": 0.000501, "min": 0.002739, "max": 0.154697, "recall-0.025": 0.412969, "recall-0.05": 0.866212, "recall-0.1": 0.989761, "recall-0.15": 0.996587, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "knee_right": { "count": 1458, "mean": 0.034393, "median": 0.030733, "std": 0.019885, "sem": 0.000521, "min": 0.002469, "max": 0.205948, "recall-0.025": 0.374914, "recall-0.05": 0.823167, "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": 1461, "mean": 0.055102, "median": 0.03342, "std": 0.059329, "sem": 0.001553, "min": 0.002282, "max": 0.458662, "recall-0.025": 0.36432, "recall-0.05": 0.65892, "recall-0.1": 0.854409, "recall-0.15": 0.91866, "recall-0.25": 0.980178, "recall-0.5": 0.998633, "num_labels": 1463 }, "ankle_right": { "count": 1457, "mean": 0.050498, "median": 0.029992, "std": 0.062564, "sem": 0.00164, "min": 0.00199, "max": 0.486959, "recall-0.025": 0.382877, "recall-0.05": 0.74863, "recall-0.1": 0.884247, "recall-0.15": 0.932192, "recall-0.25": 0.971918, "recall-0.5": 0.997945, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.62717, "recall-0.05": 0.89189, "recall-0.1": 0.97183, "recall-0.15": 0.98494, "recall-0.25": 0.9951, "recall-0.5": 0.99884 } } { "total_parts": 20444, "correct_parts": 20349, "pcp": 0.995353 } ``` ##### 10 cameras ```json { "img_loading": 0.0915405, "demosaicing": 0.00211264, "avg_time_2d": 0.0311659, "avg_time_3d": 0.000517466, "time_tracks": 2.19316e-06, "fps": 29.5874 } { "triangulator_calls": 420, "init_time": 4.98336e-06, "undistort_time": 3.17399e-05, "project_time": 5.86371e-06, "match_time": 2.60939e-05, "pairs_time": 4.20705e-05, "pair_scoring_time": 0.000157701, "grouping_time": 3.23783e-05, "full_time": 0.000117173, "merge_time": 5.81695e-05, "post_time": 9.63227e-06, "convert_time": 1.90412e-07, "total_time": 0.000486233 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1514, "considered_empty": 0, "valid_preds": 1465, "invalid_preds": 49, "missing": 1, "invalid_fraction": 0.03236, "precision": 0.96764, "recall": 0.99932, "f1": 0.98322, "non_empty": 1514 }, "mpjpe": { "count": 1465, "mean": 0.023897, "median": 0.021836, "std": 0.008972, "sem": 0.000234, "min": 0.00958, "max": 0.096891, "recall-0.025": 0.684857, "recall-0.05": 0.980218, "recall-0.1": 0.999318, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466, "ap-0.025": 0.591307, "ap-0.05": 0.971858, "ap-0.1": 0.996704, "ap-0.15": 0.996704, "ap-0.25": 0.996704, "ap-0.5": 0.996704 }, "nose": { "count": 1462, "mean": 0.010811, "median": 0.00956, "std": 0.007015, "sem": 0.000184, "min": 0.001123, "max": 0.086257, "recall-0.025": 0.975393, "recall-0.05": 0.991798, "recall-0.1": 0.999316, "recall-0.15": 0.999316, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "shoulder_left": { "count": 1465, "mean": 0.012718, "median": 0.010792, "std": 0.008266, "sem": 0.000216, "min": 0.000499, "max": 0.08771, "recall-0.025": 0.927012, "recall-0.05": 0.994543, "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": 0.013916, "median": 0.012123, "std": 0.008226, "sem": 0.000215, "min": 0.000962, "max": 0.080607, "recall-0.025": 0.905119, "recall-0.05": 0.995222, "recall-0.1": 0.999317, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_left": { "count": 1464, "mean": 0.016653, "median": 0.014174, "std": 0.010453, "sem": 0.000273, "min": 0.001205, "max": 0.104333, "recall-0.025": 0.845051, "recall-0.05": 0.982253, "recall-0.1": 0.998635, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_right": { "count": 1462, "mean": 0.015588, "median": 0.013904, "std": 0.011101, "sem": 0.00029, "min": 0.00109, "max": 0.167189, "recall-0.025": 0.921394, "recall-0.05": 0.984279, "recall-0.1": 0.995899, "recall-0.15": 0.997949, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "wrist_left": { "count": 1433, "mean": 0.0165, "median": 0.011758, "std": 0.018734, "sem": 0.000495, "min": 0.000713, "max": 0.179278, "recall-0.025": 0.876569, "recall-0.05": 0.964435, "recall-0.1": 0.985356, "recall-0.15": 0.994421, "recall-0.25": 0.999303, "recall-0.5": 0.999303, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.016099, "median": 0.011995, "std": 0.016535, "sem": 0.000433, "min": 0.000362, "max": 0.236763, "recall-0.025": 0.863324, "recall-0.05": 0.96978, "recall-0.1": 0.992445, "recall-0.15": 0.99794, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1464, "mean": 0.027044, "median": 0.024654, "std": 0.014669, "sem": 0.000384, "min": 0.002099, "max": 0.106657, "recall-0.025": 0.513993, "recall-0.05": 0.932423, "recall-0.1": 0.99727, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "hip_right": { "count": 1465, "mean": 0.027001, "median": 0.02533, "std": 0.012888, "sem": 0.000337, "min": 0.001421, "max": 0.161685, "recall-0.025": 0.493861, "recall-0.05": 0.95839, "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": 0.02781, "median": 0.025697, "std": 0.014681, "sem": 0.000384, "min": 0.002694, "max": 0.116493, "recall-0.025": 0.479863, "recall-0.05": 0.928328, "recall-0.1": 0.99727, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "knee_right": { "count": 1458, "mean": 0.031047, "median": 0.027014, "std": 0.018427, "sem": 0.000483, "min": 0.002767, "max": 0.179135, "recall-0.025": 0.435915, "recall-0.05": 0.882111, "recall-0.1": 0.986977, "recall-0.15": 0.998629, "recall-0.25": 0.999315, "recall-0.5": 0.999315, "num_labels": 1459 }, "ankle_left": { "count": 1461, "mean": 0.047472, "median": 0.03036, "std": 0.049479, "sem": 0.001295, "min": 0.002656, "max": 0.386574, "recall-0.025": 0.404648, "recall-0.05": 0.706083, "recall-0.1": 0.894053, "recall-0.15": 0.943267, "recall-0.25": 0.989064, "recall-0.5": 0.998633, "num_labels": 1463 }, "ankle_right": { "count": 1458, "mean": 0.046453, "median": 0.027428, "std": 0.055542, "sem": 0.001455, "min": 0.002525, "max": 0.431976, "recall-0.025": 0.446575, "recall-0.05": 0.764384, "recall-0.1": 0.894521, "recall-0.15": 0.938356, "recall-0.25": 0.980137, "recall-0.5": 0.99863, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.69831, "recall-0.05": 0.92691, "recall-0.1": 0.97967, "recall-0.15": 0.9891, "recall-0.25": 0.99679, "recall-0.5": 0.99889 } } { "total_parts": 20444, "correct_parts": 20384, "pcp": 0.997065 } ``` ##### 31 cameras ```json { "img_loading": 0.31289, "demosaicing": 0.0108092, "avg_time_2d": 0.0944395, "avg_time_3d": 0.00522869, "time_tracks": 5.76185e-06, "fps": 9.05115 } { "triangulator_calls": 420, "init_time": 1.43643e-05, "undistort_time": 9.86604e-05, "project_time": 1.87811e-05, "match_time": 8.29644e-05, "pairs_time": 0.0004774, "pair_scoring_time": 0.00219603, "grouping_time": 0.000309822, "full_time": 0.00111105, "merge_time": 0.000683619, "post_time": 1.11574e-05, "convert_time": 2.17771e-07, "total_time": 0.00500431 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1510, "considered_empty": 0, "valid_preds": 1465, "invalid_preds": 45, "missing": 1, "invalid_fraction": 0.0298, "precision": 0.9702, "recall": 0.99932, "f1": 0.98454, "non_empty": 1510 }, "mpjpe": { "count": 1465, "mean": 0.019337, "median": 0.018061, "std": 0.006908, "sem": 0.000181, "min": 0.008816, "max": 0.110172, "recall-0.025": 0.841746, "recall-0.05": 0.996589, "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": 0.786577, "ap-0.05": 0.988924, "ap-0.1": 0.991959, "ap-0.15": 0.993564, "ap-0.25": 0.993564, "ap-0.5": 0.993564 }, "nose": { "count": 1462, "mean": 0.009196, "median": 0.008072, "std": 0.006434, "sem": 0.000168, "min": 0.000408, "max": 0.078769, "recall-0.025": 0.983595, "recall-0.05": 0.991798, "recall-0.1": 0.999316, "recall-0.15": 0.999316, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "shoulder_left": { "count": 1465, "mean": 0.01048, "median": 0.009412, "std": 0.006161, "sem": 0.000161, "min": 0.000709, "max": 0.05523, "recall-0.025": 0.964529, "recall-0.05": 0.998636, "recall-0.1": 0.999318, "recall-0.15": 0.999318, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "shoulder_right": { "count": 1464, "mean": 0.012023, "median": 0.010515, "std": 0.007305, "sem": 0.000191, "min": 0.001027, "max": 0.131975, "recall-0.025": 0.959044, "recall-0.05": 0.99727, "recall-0.1": 0.998635, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_left": { "count": 1464, "mean": 0.013259, "median": 0.011982, "std": 0.007396, "sem": 0.000193, "min": 0.001235, "max": 0.064667, "recall-0.025": 0.940614, "recall-0.05": 0.995222, "recall-0.1": 0.999317, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "elbow_right": { "count": 1462, "mean": 0.013587, "median": 0.012229, "std": 0.008719, "sem": 0.000228, "min": 0.000508, "max": 0.179165, "recall-0.025": 0.93985, "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": 0.014093, "median": 0.010183, "std": 0.016557, "sem": 0.000438, "min": 0.000574, "max": 0.149411, "recall-0.025": 0.901674, "recall-0.05": 0.970711, "recall-0.1": 0.98954, "recall-0.15": 0.999303, "recall-0.25": 0.999303, "recall-0.5": 0.999303, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.014011, "median": 0.010354, "std": 0.013071, "sem": 0.000343, "min": 0.000942, "max": 0.105567, "recall-0.025": 0.889423, "recall-0.05": 0.976648, "recall-0.1": 0.998626, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 1456 }, "hip_left": { "count": 1464, "mean": 0.021108, "median": 0.018657, "std": 0.011653, "sem": 0.000305, "min": 0.001198, "max": 0.088111, "recall-0.025": 0.746075, "recall-0.05": 0.965188, "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": 0.022102, "median": 0.021624, "std": 0.01111, "sem": 0.00029, "min": 0.001318, "max": 0.241686, "recall-0.025": 0.635061, "recall-0.05": 0.99045, "recall-0.1": 0.997954, "recall-0.15": 0.998636, "recall-0.25": 0.999318, "recall-0.5": 0.999318, "num_labels": 1466 }, "knee_left": { "count": 1464, "mean": 0.022536, "median": 0.021123, "std": 0.011465, "sem": 0.0003, "min": 0.001596, "max": 0.113885, "recall-0.025": 0.648464, "recall-0.05": 0.980205, "recall-0.1": 0.996587, "recall-0.15": 0.999317, "recall-0.25": 0.999317, "recall-0.5": 0.999317, "num_labels": 1465 }, "knee_right": { "count": 1458, "mean": 0.025059, "median": 0.023716, "std": 0.015207, "sem": 0.000398, "min": 0.001642, "max": 0.177471, "recall-0.025": 0.542838, "recall-0.05": 0.966415, "recall-0.1": 0.990404, "recall-0.15": 0.997944, "recall-0.25": 0.999315, "recall-0.5": 0.999315, "num_labels": 1459 }, "ankle_left": { "count": 1462, "mean": 0.03617, "median": 0.024096, "std": 0.033091, "sem": 0.000866, "min": 0.001968, "max": 0.244776, "recall-0.025": 0.526316, "recall-0.05": 0.78879, "recall-0.1": 0.930964, "recall-0.15": 0.991114, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "ankle_right": { "count": 1458, "mean": 0.036542, "median": 0.024962, "std": 0.03449, "sem": 0.000904, "min": 0.00085, "max": 0.285832, "recall-0.025": 0.50137, "recall-0.05": 0.771918, "recall-0.1": 0.941781, "recall-0.15": 0.979452, "recall-0.25": 0.99726, "recall-0.5": 0.99863, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.78246, "recall-0.05": 0.95234, "recall-0.1": 0.98741, "recall-0.15": 0.99663, "recall-0.25": 0.99879, "recall-0.5": 0.99889 } } { "total_parts": 20444, "correct_parts": 20406, "pcp": 0.998141 } ``` ### IkeaAsm ```json { "img_loading": 0.0328029, "demosaicing": 0.000688804, "avg_time_2d": 0.00827343, "avg_time_3d": 3.32605e-05, "time_tracks": 0, "fps": 111.167 } { "triangulator_calls": 479, "init_time": 2.76712e-06, "undistort_time": 4.95355e-06, "project_time": 1.56639e-08, "match_time": 1.61253e-08, "pairs_time": 2.38084e-07, "pair_scoring_time": 8.52777e-06, "grouping_time": 1.85979e-06, "full_time": 4.0354e-06, "merge_time": 1.96859e-06, "post_time": 4.91382e-06, "convert_time": 7.42255e-08, "total_time": 2.96032e-05 } { "person_nums": { "total_frames": 479, "total_labels": 479, "total_preds": 537, "considered_empty": 0, "valid_preds": 449, "invalid_preds": 88, "missing": 30, "invalid_fraction": 0.16387, "precision": 0.83613, "recall": 0.93737, "f1": 0.88386, "non_empty": 537 }, "mpjpe": { "count": 449, "mean": 0.069741, "median": 0.053886, "std": 0.046986, "sem": 0.00222, "min": 0.018891, "max": 0.466521, "recall-0.025": 0.029228, "recall-0.05": 0.409186, "recall-0.1": 0.768267, "recall-0.15": 0.893528, "recall-0.25": 0.929019, "recall-0.5": 0.93737, "num_labels": 479, "ap-0.025": 0.000911, "ap-0.05": 0.186696, "ap-0.1": 0.597781, "ap-0.15": 0.799116, "ap-0.25": 0.85986, "ap-0.5": 0.870546 }, "head": { "count": 426, "mean": 0.038598, "median": 0.033208, "std": 0.030481, "sem": 0.001479, "min": 0.001558, "max": 0.409887, "recall-0.025": 0.30531, "recall-0.05": 0.727876, "recall-0.1": 0.931416, "recall-0.15": 0.935841, "recall-0.25": 0.938053, "recall-0.5": 0.942478, "num_labels": 452 }, "shoulder_left": { "count": 427, "mean": 0.042352, "median": 0.036816, "std": 0.020814, "sem": 0.001008, "min": 0.009034, "max": 0.211904, "recall-0.025": 0.11674, "recall-0.05": 0.718062, "recall-0.1": 0.922907, "recall-0.15": 0.938326, "recall-0.25": 0.940529, "recall-0.5": 0.940529, "num_labels": 454 }, "shoulder_right": { "count": 438, "mean": 0.028932, "median": 0.027676, "std": 0.009681, "sem": 0.000463, "min": 0.00365, "max": 0.072742, "recall-0.025": 0.35546, "recall-0.05": 0.905782, "recall-0.1": 0.937901, "recall-0.15": 0.937901, "recall-0.25": 0.937901, "recall-0.5": 0.937901, "num_labels": 467 }, "elbow_left": { "count": 415, "mean": 0.032092, "median": 0.024574, "std": 0.024782, "sem": 0.001218, "min": 0.002713, "max": 0.194995, "recall-0.025": 0.489703, "recall-0.05": 0.80778, "recall-0.1": 0.922197, "recall-0.15": 0.947368, "recall-0.25": 0.949657, "recall-0.5": 0.949657, "num_labels": 437 }, "elbow_right": { "count": 417, "mean": 0.02677, "median": 0.024014, "std": 0.018069, "sem": 0.000886, "min": 0.001051, "max": 0.195409, "recall-0.025": 0.512472, "recall-0.05": 0.877551, "recall-0.1": 0.941043, "recall-0.15": 0.941043, "recall-0.25": 0.945578, "recall-0.5": 0.945578, "num_labels": 441 }, "wrist_left": { "count": 409, "mean": 0.032891, "median": 0.026981, "std": 0.025927, "sem": 0.001284, "min": 0.002241, "max": 0.233265, "recall-0.025": 0.412844, "recall-0.05": 0.81422, "recall-0.1": 0.917431, "recall-0.15": 0.924312, "recall-0.25": 0.938073, "recall-0.5": 0.938073, "num_labels": 436 }, "wrist_right": { "count": 419, "mean": 0.028269, "median": 0.023805, "std": 0.029367, "sem": 0.001436, "min": 0.002123, "max": 0.396389, "recall-0.025": 0.5, "recall-0.05": 0.887892, "recall-0.1": 0.921525, "recall-0.15": 0.928251, "recall-0.25": 0.93722, "recall-0.5": 0.939462, "num_labels": 446 }, "hip_left": { "count": 299, "mean": 0.10124, "median": 0.096106, "std": 0.035167, "sem": 0.002037, "min": 0.023332, "max": 0.342152, "recall-0.025": 0.003185, "recall-0.05": 0.025478, "recall-0.1": 0.550955, "recall-0.15": 0.888535, "recall-0.25": 0.93949, "recall-0.5": 0.952229, "num_labels": 314 }, "hip_right": { "count": 247, "mean": 0.082514, "median": 0.080743, "std": 0.031409, "sem": 0.002003, "min": 0.021341, "max": 0.343203, "recall-0.025": 0.003846, "recall-0.05": 0.080769, "recall-0.1": 0.8, "recall-0.15": 0.926923, "recall-0.25": 0.942308, "recall-0.5": 0.95, "num_labels": 260 }, "knee_left": { "count": 249, "mean": 0.105764, "median": 0.089743, "std": 0.071632, "sem": 0.004549, "min": 0.012371, "max": 0.481831, "recall-0.025": 0.01087, "recall-0.05": 0.105072, "recall-0.1": 0.528986, "recall-0.15": 0.76087, "recall-0.25": 0.876812, "recall-0.5": 0.902174, "num_labels": 276 }, "knee_right": { "count": 198, "mean": 0.077003, "median": 0.054873, "std": 0.077132, "sem": 0.005495, "min": 0.016417, "max": 0.47833, "recall-0.025": 0.060465, "recall-0.05": 0.376744, "recall-0.1": 0.786047, "recall-0.15": 0.851163, "recall-0.25": 0.874419, "recall-0.5": 0.92093, "num_labels": 215 }, "ankle_left": { "count": 87, "mean": 0.243746, "median": 0.23705, "std": 0.124558, "sem": 0.013431, "min": 0.02336, "max": 0.490082, "recall-0.025": 0.007576, "recall-0.05": 0.037879, "recall-0.1": 0.098485, "recall-0.15": 0.159091, "recall-0.25": 0.363636, "recall-0.5": 0.659091, "num_labels": 132 }, "ankle_right": { "count": 71, "mean": 0.225923, "median": 0.208668, "std": 0.129437, "sem": 0.015471, "min": 0.024771, "max": 0.489905, "recall-0.025": 0.007874, "recall-0.05": 0.055118, "recall-0.1": 0.102362, "recall-0.15": 0.181102, "recall-0.25": 0.330709, "recall-0.5": 0.559055, "num_labels": 127 }, "joint_recalls": { "num_labels": 4457, "recall-0.025": 0.27238, "recall-0.05": 0.60826, "recall-0.1": 0.81288, "recall-0.15": 0.87121, "recall-0.25": 0.89791, "recall-0.5": 0.919 } } { "total_parts": 4313, "correct_parts": 3910, "pcp": 0.906562 } ``` ### CHI3D ```json { "img_loading": 0.017131, "demosaicing": 0.000534311, "avg_time_2d": 0.00967172, "avg_time_3d": 6.58453e-05, "time_tracks": 7.14611e-07, "fps": 97.3464 } { "triangulator_calls": 390, "init_time": 3.62797e-06, "undistort_time": 7.42405e-06, "project_time": 1.39386e-06, "match_time": 3.34252e-06, "pairs_time": 6.42449e-07, "pair_scoring_time": 1.26207e-05, "grouping_time": 3.05494e-06, "full_time": 1.53741e-05, "merge_time": 6.06812e-06, "post_time": 6.34942e-06, "convert_time": 1.09736e-07, "total_time": 6.02468e-05 } { "person_nums": { "total_frames": 390, "total_labels": 780, "total_preds": 780, "considered_empty": 0, "valid_preds": 780, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 780 }, "mpjpe": { "count": 780, "mean": 0.060113, "median": 0.057707, "std": 0.013246, "sem": 0.000475, "min": 0.043077, "max": 0.219434, "recall-0.025": 0.0, "recall-0.05": 0.061538, "recall-0.1": 0.989744, "recall-0.15": 0.994872, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 780, "ap-0.025": 0.0, "ap-0.05": 0.005148, "ap-0.1": 0.989382, "ap-0.15": 0.99454, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 780, "mean": 0.033159, "median": 0.028955, "std": 0.018731, "sem": 0.000671, "min": 0.004624, "max": 0.236675, "recall-0.025": 0.366667, "recall-0.05": 0.837179, "recall-0.1": 0.99359, "recall-0.15": 0.997436, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 780 }, "shoulder_left": { "count": 780, "mean": 0.064051, "median": 0.061697, "std": 0.023558, "sem": 0.000844, "min": 0.003707, "max": 0.192821, "recall-0.025": 0.010256, "recall-0.05": 0.310256, "recall-0.1": 0.962821, "recall-0.15": 0.99359, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 780 }, "shoulder_right": { "count": 780, "mean": 0.064567, "median": 0.06245, "std": 0.018131, "sem": 0.00065, "min": 0.006446, "max": 0.157333, "recall-0.025": 0.014103, "recall-0.05": 0.174359, "recall-0.1": 0.960256, "recall-0.15": 0.998718, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 780 }, "elbow_left": { "count": 780, "mean": 0.056616, "median": 0.04832, "std": 0.030178, "sem": 0.001081, "min": 0.015892, "max": 0.320733, "recall-0.025": 0.017949, "recall-0.05": 0.533333, "recall-0.1": 0.935897, "recall-0.15": 0.982051, "recall-0.25": 0.994872, "recall-0.5": 1.0, "num_labels": 780 }, "elbow_right": { "count": 780, "mean": 0.064323, "median": 0.061696, "std": 0.025221, "sem": 0.000904, "min": 0.015007, "max": 0.216964, "recall-0.025": 0.001282, "recall-0.05": 0.280769, "recall-0.1": 0.94359, "recall-0.15": 0.971795, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 780 }, "wrist_left": { "count": 776, "mean": 0.047961, "median": 0.04334, "std": 0.031823, "sem": 0.001143, "min": 0.006666, "max": 0.346955, "recall-0.025": 0.135897, "recall-0.05": 0.671795, "recall-0.1": 0.95, "recall-0.15": 0.980769, "recall-0.25": 0.989744, "recall-0.5": 0.994872, "num_labels": 780 }, "wrist_right": { "count": 772, "mean": 0.065912, "median": 0.064657, "std": 0.035896, "sem": 0.001293, "min": 0.013831, "max": 0.347419, "recall-0.025": 0.016667, "recall-0.05": 0.341026, "recall-0.1": 0.920513, "recall-0.15": 0.960256, "recall-0.25": 0.985897, "recall-0.5": 0.989744, "num_labels": 780 }, "hip_left": { "count": 780, "mean": 0.083475, "median": 0.08424, "std": 0.020303, "sem": 0.000727, "min": 0.027843, "max": 0.144276, "recall-0.025": 0.0, "recall-0.05": 0.058974, "recall-0.1": 0.787179, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 780 }, "hip_right": { "count": 780, "mean": 0.105619, "median": 0.104048, "std": 0.018122, "sem": 0.000649, "min": 0.056273, "max": 0.171113, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.396154, "recall-0.15": 0.982051, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 780 }, "knee_left": { "count": 780, "mean": 0.048284, "median": 0.046831, "std": 0.019912, "sem": 0.000713, "min": 0.012695, "max": 0.202215, "recall-0.025": 0.057692, "recall-0.05": 0.616667, "recall-0.1": 0.957692, "recall-0.15": 0.994872, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 780 }, "knee_right": { "count": 780, "mean": 0.052479, "median": 0.050223, "std": 0.018155, "sem": 0.00065, "min": 0.01206, "max": 0.132145, "recall-0.025": 0.021795, "recall-0.05": 0.491026, "recall-0.1": 0.985897, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 780 }, "ankle_left": { "count": 780, "mean": 0.050057, "median": 0.046748, "std": 0.016752, "sem": 0.0006, "min": 0.003099, "max": 0.223277, "recall-0.025": 0.010256, "recall-0.05": 0.638462, "recall-0.1": 0.980769, "recall-0.15": 0.996154, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 780 }, "ankle_right": { "count": 780, "mean": 0.034573, "median": 0.03019, "std": 0.018482, "sem": 0.000662, "min": 0.007648, "max": 0.262682, "recall-0.025": 0.296154, "recall-0.05": 0.873077, "recall-0.1": 0.994872, "recall-0.15": 0.996154, "recall-0.25": 0.998718, "recall-0.5": 1.0, "num_labels": 780 }, "joint_recalls": { "num_labels": 10140, "recall-0.025": 0.07249, "recall-0.05": 0.44773, "recall-0.1": 0.90473, "recall-0.15": 0.98836, "recall-0.25": 0.99753, "recall-0.5": 0.99882 } } { "total_parts": 10920, "correct_parts": 10804, "pcp": 0.989377 } ``` ### Tsinghua ```json { "img_loading": 0.10629, "demosaicing": 0.00275472, "avg_time_2d": 0.0177096, "avg_time_3d": 0.000186646, "time_tracks": 9.80225e-07, "fps": 48.4216 } { "triangulator_calls": 210, "init_time": 3.40603e-06, "undistort_time": 1.63098e-05, "project_time": 2.73116e-06, "match_time": 1.0022e-05, "pairs_time": 5.36449e-06, "pair_scoring_time": 4.37462e-05, "grouping_time": 1.2529e-05, "full_time": 5.16409e-05, "merge_time": 2.12021e-05, "post_time": 8.01499e-06, "convert_time": 1.49248e-07, "total_time": 0.000175354 } { "person_nums": { "total_frames": 210, "total_labels": 630, "total_preds": 630, "considered_empty": 0, "valid_preds": 630, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 630 }, "mpjpe": { "count": 630, "mean": 0.052849, "median": 0.048895, "std": 0.017804, "sem": 0.00071, "min": 0.030234, "max": 0.140538, "recall-0.025": 0.0, "recall-0.05": 0.546032, "recall-0.1": 0.957143, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630, "ap-0.025": 0.0, "ap-0.05": 0.362133, "ap-0.1": 0.948621, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 598, "mean": 0.039555, "median": 0.037805, "std": 0.012424, "sem": 0.000508, "min": 0.01528, "max": 0.09366, "recall-0.025": 0.102007, "recall-0.05": 0.802676, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 598 }, "shoulder_left": { "count": 630, "mean": 0.058916, "median": 0.056499, "std": 0.018044, "sem": 0.000719, "min": 0.021048, "max": 0.133346, "recall-0.025": 0.009524, "recall-0.05": 0.347619, "recall-0.1": 0.988889, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "shoulder_right": { "count": 630, "mean": 0.061413, "median": 0.060925, "std": 0.019157, "sem": 0.000764, "min": 0.015159, "max": 0.129931, "recall-0.025": 0.004762, "recall-0.05": 0.330159, "recall-0.1": 0.965079, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_left": { "count": 630, "mean": 0.049804, "median": 0.046899, "std": 0.019914, "sem": 0.000794, "min": 0.004773, "max": 0.150107, "recall-0.025": 0.065079, "recall-0.05": 0.57619, "recall-0.1": 0.977778, "recall-0.15": 0.998413, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_right": { "count": 629, "mean": 0.049562, "median": 0.046552, "std": 0.024249, "sem": 0.000968, "min": 0.005339, "max": 0.167691, "recall-0.025": 0.128776, "recall-0.05": 0.586645, "recall-0.1": 0.952305, "recall-0.15": 0.99682, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "wrist_left": { "count": 630, "mean": 0.046446, "median": 0.040935, "std": 0.025193, "sem": 0.001005, "min": 0.004704, "max": 0.177023, "recall-0.025": 0.15873, "recall-0.05": 0.657143, "recall-0.1": 0.960317, "recall-0.15": 0.993651, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "wrist_right": { "count": 625, "mean": 0.050731, "median": 0.045962, "std": 0.023683, "sem": 0.000948, "min": 0.00702, "max": 0.225405, "recall-0.025": 0.0864, "recall-0.05": 0.5664, "recall-0.1": 0.9632, "recall-0.15": 0.9984, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 625 }, "hip_left": { "count": 630, "mean": 0.052218, "median": 0.048807, "std": 0.021349, "sem": 0.000851, "min": 0.004146, "max": 0.146733, "recall-0.025": 0.05873, "recall-0.05": 0.528571, "recall-0.1": 0.966667, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "hip_right": { "count": 629, "mean": 0.052966, "median": 0.050031, "std": 0.023917, "sem": 0.000954, "min": 0.006639, "max": 0.129223, "recall-0.025": 0.116057, "recall-0.05": 0.499205, "recall-0.1": 0.957075, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "knee_left": { "count": 628, "mean": 0.047826, "median": 0.03631, "std": 0.046774, "sem": 0.001868, "min": 0.007664, "max": 0.367525, "recall-0.025": 0.235669, "recall-0.05": 0.721338, "recall-0.1": 0.93949, "recall-0.15": 0.958599, "recall-0.25": 0.984076, "recall-0.5": 1.0, "num_labels": 628 }, "knee_right": { "count": 629, "mean": 0.054903, "median": 0.037932, "std": 0.071775, "sem": 0.002864, "min": 0.004537, "max": 0.495748, "recall-0.025": 0.217806, "recall-0.05": 0.717011, "recall-0.1": 0.934817, "recall-0.15": 0.952305, "recall-0.25": 0.957075, "recall-0.5": 1.0, "num_labels": 629 }, "ankle_left": { "count": 619, "mean": 0.057299, "median": 0.043043, "std": 0.070152, "sem": 0.002822, "min": 0.010861, "max": 0.487316, "recall-0.025": 0.095315, "recall-0.05": 0.675283, "recall-0.1": 0.949919, "recall-0.15": 0.959612, "recall-0.25": 0.966074, "recall-0.5": 1.0, "num_labels": 619 }, "ankle_right": { "count": 602, "mean": 0.047131, "median": 0.041545, "std": 0.044402, "sem": 0.001811, "min": 0.00643, "max": 0.451767, "recall-0.025": 0.173633, "recall-0.05": 0.697749, "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": 0.11084, "recall-0.05": 0.59085, "recall-0.1": 0.96027, "recall-0.15": 0.98487, "recall-0.25": 0.98917, "recall-0.5": 0.99754 } } { "total_parts": 8725, "correct_parts": 8610, "pcp": 0.986819 } ``` ### H3WB ##### default joints ```json { "img_loading": 0.0238378, "demosaicing": 0.000636266, "avg_time_2d": 0.00815636, "avg_time_3d": 3.58057e-05, "time_tracks": 0, "fps": 113.27 } { "triangulator_calls": 200, "init_time": 2.48301e-06, "undistort_time": 3.87892e-06, "project_time": 1.631e-08, "match_time": 1.7425e-08, "pairs_time": 1.91205e-07, "pair_scoring_time": 6.51435e-06, "grouping_time": 1.34391e-06, "full_time": 8.08203e-06, "merge_time": 3.25998e-06, "post_time": 4.78512e-06, "convert_time": 6.6235e-08, "total_time": 3.08763e-05 } { "person_nums": { "total_frames": 200, "total_labels": 200, "total_preds": 200, "considered_empty": 0, "valid_preds": 200, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 200 }, "mpjpe": { "count": 200, "mean": 0.023709, "median": 0.022283, "std": 0.008745, "sem": 0.00062, "min": 0.010617, "max": 0.077054, "recall-0.025": 0.665, "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": 0.583388, "ap-0.05": 0.984394, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.037665, "median": 0.025859, "std": 0.033979, "sem": 0.002409, "min": 0.003582, "max": 0.182065, "recall-0.025": 0.48, "recall-0.05": 0.77, "recall-0.1": 0.915, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.019542, "median": 0.016914, "std": 0.011442, "sem": 0.000811, "min": 0.003235, "max": 0.068561, "recall-0.025": 0.75, "recall-0.05": 0.97, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_right": { "count": 200, "mean": 0.024472, "median": 0.022002, "std": 0.013062, "sem": 0.000926, "min": 0.003333, "max": 0.089912, "recall-0.025": 0.6, "recall-0.05": 0.945, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_left": { "count": 200, "mean": 0.016871, "median": 0.014007, "std": 0.012136, "sem": 0.00086, "min": 0.001833, "max": 0.083017, "recall-0.025": 0.825, "recall-0.05": 0.975, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_right": { "count": 200, "mean": 0.022, "median": 0.016392, "std": 0.018578, "sem": 0.001317, "min": 0.00192, "max": 0.113715, "recall-0.025": 0.675, "recall-0.05": 0.925, "recall-0.1": 0.99, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_left": { "count": 200, "mean": 0.024847, "median": 0.017968, "std": 0.032377, "sem": 0.002295, "min": 0.000995, "max": 0.314149, "recall-0.025": 0.67, "recall-0.05": 0.93, "recall-0.1": 0.985, "recall-0.15": 0.985, "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, "mean": 0.027141, "median": 0.020606, "std": 0.023658, "sem": 0.001677, "min": 0.001005, "max": 0.183924, "recall-0.025": 0.625, "recall-0.05": 0.885, "recall-0.1": 0.985, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.033142, "median": 0.029266, "std": 0.018181, "sem": 0.001289, "min": 0.007035, "max": 0.150308, "recall-0.025": 0.355, "recall-0.05": 0.825, "recall-0.1": 0.995, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_right": { "count": 200, "mean": 0.030878, "median": 0.029959, "std": 0.014802, "sem": 0.001049, "min": 0.002668, "max": 0.082366, "recall-0.025": 0.36, "recall-0.05": 0.895, "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": 0.021165, "median": 0.014626, "std": 0.028929, "sem": 0.002051, "min": 0.002765, "max": 0.277651, "recall-0.025": 0.78, "recall-0.05": 0.96, "recall-0.1": 0.975, "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { "count": 200, "mean": 0.017451, "median": 0.013863, "std": 0.018193, "sem": 0.00129, "min": 0.001389, "max": 0.18093, "recall-0.025": 0.83, "recall-0.05": 0.98, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, "mean": 0.015379, "median": 0.011036, "std": 0.023267, "sem": 0.001649, "min": 0.001617, "max": 0.261342, "recall-0.025": 0.93, "recall-0.05": 0.975, "recall-0.1": 0.985, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { "count": 200, "mean": 0.017662, "median": 0.010218, "std": 0.03176, "sem": 0.002251, "min": 0.00132, "max": 0.333445, "recall-0.025": 0.885, "recall-0.05": 0.955, "recall-0.1": 0.975, "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "joint_recalls": { "num_labels": 2600, "recall-0.025": 0.67423, "recall-0.05": 0.92231, "recall-0.1": 0.98423, "recall-0.15": 0.995, "recall-0.25": 0.99808, "recall-0.5": 1.0 } } { "total_parts": 2800, "correct_parts": 2796, "pcp": 0.998571 } ``` ##### whole-body ```json { "img_loading": 0.0236518, "demosaicing": 0.000602851, "avg_time_2d": 0.0113845, "avg_time_3d": 0.000125986, "time_tracks": 0, "fps": 82.5534 } { "triangulator_calls": 200, "init_time": 2.97396e-06, "undistort_time": 2.5562e-05, "project_time": 1.603e-08, "match_time": 1.6665e-08, "pairs_time": 1.9097e-07, "pair_scoring_time": 6.17438e-06, "grouping_time": 1.39008e-06, "full_time": 4.7166e-05, "merge_time": 1.44189e-05, "post_time": 2.28388e-05, "convert_time": 3.08945e-07, "total_time": 0.000121292 } { "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": 0.045694, "median": 0.042585, "std": 0.01577, "sem": 0.001118, "min": 0.020208, "max": 0.097037, "recall-0.025": 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0.004267, "max": 0.123037, "recall-0.025": 0.395, "recall-0.05": 0.87, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_middle": { "count": 200, "mean": 0.020616, "median": 0.018275, "std": 0.01036, "sem": 0.000734, "min": 0.003021, "max": 0.053145, "recall-0.025": 0.715, "recall-0.05": 0.985, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "head": { "count": 200, "mean": 0.032469, "median": 0.029462, "std": 0.018887, "sem": 0.001339, "min": 0.001835, "max": 0.129726, "recall-0.025": 0.395, "recall-0.05": 0.855, "recall-0.1": 0.995, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "body_errors": { "body": { "count": 5200, "mean": 0.029088, "median": 0.022374, "std": 0.025436, "sem": 0.001803, "min": 0.002736, "max": 0.19124, "num_labels": 5200 }, "face": { "count": 13596, "mean": 0.054295, "median": 0.038483, "std": 0.044364, "sem": 0.003145, "min": 0.004204, "max": 0.265723, "num_labels": 13600 }, "hand": { "count": 8400, "mean": 0.041787, "median": 0.025051, "std": 0.048889, "sem": 0.003466, "min": 0.002704, "max": 0.346641, "num_labels": 8400 } }, "joint_recalls": { "num_labels": 27200, "recall-0.025": 0.45768, "recall-0.05": 0.70794, "recall-0.1": 0.88294, "recall-0.15": 0.95658, "recall-0.25": 0.99379, "recall-0.5": 0.99985 } } { "total_parts": 2800, "correct_parts": 2793, "pcp": 0.9975 } ``` ### EgoHumans ##### tagging ```json { "img_loading": 0.312548, "demosaicing": 0.011021, "avg_time_2d": 0.0264765, "avg_time_3d": 0.000313949, "time_tracks": 2.53844e-06, "fps": 26.4453 } { "triangulator_calls": 100, "init_time": 4.57954e-06, "undistort_time": 2.4271e-05, "project_time": 5.89015e-06, "match_time": 1.97183e-05, "pairs_time": 1.9491e-05, "pair_scoring_time": 7.75438e-05, "grouping_time": 2.80933e-05, "full_time": 7.42912e-05, "merge_time": 3.2981e-05, "post_time": 1.03985e-05, "convert_time": 2.2489e-07, "total_time": 0.000297724 } { "person_nums": { "total_frames": 100, "total_labels": 400, "total_preds": 439, "considered_empty": 0, "valid_preds": 400, "invalid_preds": 39, "missing": 0, "invalid_fraction": 0.08884, "precision": 0.91116, "recall": 1.0, "f1": 0.95352, "non_empty": 439 }, "mpjpe": { "count": 400, "mean": 0.047853, "median": 0.03281, "std": 0.041933, "sem": 0.002099, "min": 0.014474, "max": 0.293976, "recall-0.025": 0.23, "recall-0.05": 0.7525, "recall-0.1": 0.9, "recall-0.15": 0.9625, "recall-0.25": 0.985, "recall-0.5": 1.0, "num_labels": 400, "ap-0.025": 0.077751, "ap-0.05": 0.721836, "ap-0.1": 0.89548, "ap-0.15": 0.959475, "ap-0.25": 0.982333, "ap-0.5": 0.998597 }, "head": { "count": 400, "mean": 0.042819, "median": 0.037172, "std": 0.030273, "sem": 0.001516, "min": 0.002941, "max": 0.356063, "recall-0.025": 0.225, "recall-0.05": 0.72, "recall-0.1": 0.9725, "recall-0.15": 0.9875, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 400 }, "shoulder_left": { "count": 400, "mean": 0.036856, "median": 0.031614, "std": 0.032283, "sem": 0.001616, "min": 0.003249, "max": 0.443177, "recall-0.025": 0.34, "recall-0.05": 0.825, "recall-0.1": 0.9825, "recall-0.15": 0.9925, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 400 }, "shoulder_right": { "count": 400, "mean": 0.038607, "median": 0.031504, "std": 0.032415, "sem": 0.001623, "min": 0.002902, "max": 0.27646, "recall-0.025": 0.3225, "recall-0.05": 0.8175, "recall-0.1": 0.96, "recall-0.15": 0.9825, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 400 }, "elbow_left": { "count": 400, "mean": 0.029331, "median": 0.024595, "std": 0.029378, "sem": 0.001471, "min": 0.003356, "max": 0.389531, "recall-0.025": 0.5175, "recall-0.05": 0.93, "recall-0.1": 0.9775, "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 400 }, "elbow_right": { "count": 400, "mean": 0.036538, "median": 0.028926, "std": 0.032231, "sem": 0.001614, "min": 0.004792, "max": 0.324817, "recall-0.025": 0.405, "recall-0.05": 0.83, "recall-0.1": 0.965, "recall-0.15": 0.9875, "recall-0.25": 0.9925, "recall-0.5": 1.0, "num_labels": 400 }, "wrist_left": { "count": 400, "mean": 0.036152, "median": 0.027177, "std": 0.032077, "sem": 0.001606, "min": 0.002868, "max": 0.283793, "recall-0.025": 0.45, "recall-0.05": 0.8325, "recall-0.1": 0.9525, "recall-0.15": 0.985, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 400 }, "wrist_right": { "count": 399, "mean": 0.044892, "median": 0.027507, "std": 0.051664, "sem": 0.00259, "min": 0.002679, "max": 0.45148, "recall-0.025": 0.435, "recall-0.05": 0.7575, "recall-0.1": 0.9, "recall-0.15": 0.9475, "recall-0.25": 0.9875, "recall-0.5": 0.9975, "num_labels": 400 }, "hip_left": { "count": 400, "mean": 0.046093, "median": 0.038436, "std": 0.028716, "sem": 0.001438, "min": 0.006087, "max": 0.165726, "recall-0.025": 0.2475, "recall-0.05": 0.6725, "recall-0.1": 0.95, "recall-0.15": 0.9975, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 400 }, "hip_right": { "count": 400, "mean": 0.05151, "median": 0.037681, "std": 0.042729, "sem": 0.002139, "min": 0.002343, "max": 0.26692, "recall-0.025": 0.26, "recall-0.05": 0.665, "recall-0.1": 0.875, "recall-0.15": 0.9475, "recall-0.25": 0.9975, "recall-0.5": 1.0, "num_labels": 400 }, "knee_left": { "count": 400, "mean": 0.041532, "median": 0.026047, "std": 0.054641, "sem": 0.002735, "min": 0.002518, "max": 0.460411, "recall-0.025": 0.4775, "recall-0.05": 0.83, "recall-0.1": 0.935, "recall-0.15": 0.9575, "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 400 }, "knee_right": { "count": 394, "mean": 0.050495, "median": 0.025752, "std": 0.085541, "sem": 0.004315, "min": 0.001909, "max": 0.490433, "recall-0.025": 0.4775, "recall-0.05": 0.7925, "recall-0.1": 0.9075, "recall-0.15": 0.92, "recall-0.25": 0.93, "recall-0.5": 0.985, "num_labels": 400 }, "ankle_left": { "count": 394, "mean": 0.045135, "median": 0.025436, "std": 0.065467, "sem": 0.003302, "min": 0.001893, "max": 0.471595, "recall-0.025": 0.485, "recall-0.05": 0.7775, "recall-0.1": 0.915, "recall-0.15": 0.9375, "recall-0.25": 0.9525, "recall-0.5": 0.985, "num_labels": 400 }, "ankle_right": { "count": 382, "mean": 0.073079, "median": 0.030565, "std": 0.104712, "sem": 0.005365, "min": 0.003147, "max": 0.4997, "recall-0.025": 0.39, "recall-0.05": 0.6525, "recall-0.1": 0.78, "recall-0.15": 0.8075, "recall-0.25": 0.88, "recall-0.5": 0.955, "num_labels": 400 }, "joint_recalls": { "num_labels": 5200, "recall-0.025": 0.38692, "recall-0.05": 0.77712, "recall-0.1": 0.92865, "recall-0.15": 0.95692, "recall-0.25": 0.97731, "recall-0.5": 0.99404 } } { "total_parts": 5600, "correct_parts": 5458, "pcp": 0.974643 } ``` ##### legoassemble ```json { "img_loading": 0.273937, "demosaicing": 0.01117, "avg_time_2d": 0.0233173, "avg_time_3d": 0.000261721, "time_tracks": 1.07146e-06, "fps": 28.7769 } { "triangulator_calls": 121, "init_time": 3.9143e-06, "undistort_time": 1.9143e-05, "project_time": 3.81366e-06, "match_time": 1.32056e-05, "pairs_time": 9.64934e-06, "pair_scoring_time": 6.59419e-05, "grouping_time": 1.88873e-05, "full_time": 7.51591e-05, "merge_time": 3.43517e-05, "post_time": 8.34392e-06, "convert_time": 1.58727e-07, "total_time": 0.000252832 } { "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": 0.025255, "median": 0.024516, "std": 0.007063, "sem": 0.000371, "min": 0.011427, "max": 0.052165, "recall-0.025": 0.5427, "recall-0.05": 0.997245, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363, "ap-0.025": 0.315813, "ap-0.05": 0.996046, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 363, "mean": 0.027154, "median": 0.023125, "std": 0.016762, "sem": 0.000881, "min": 0.000469, "max": 0.087484, "recall-0.025": 0.575758, "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": 0.026753, "median": 0.020792, "std": 0.02094, "sem": 0.001101, "min": 0.00281, "max": 0.150546, "recall-0.025": 0.61157, "recall-0.05": 0.903581, "recall-0.1": 0.980716, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "shoulder_right": { "count": 363, "mean": 0.022965, "median": 0.02014, "std": 0.012895, "sem": 0.000678, "min": 0.002881, "max": 0.101877, "recall-0.025": 0.625344, "recall-0.05": 0.964187, "recall-0.1": 0.997245, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "elbow_left": { "count": 363, "mean": 0.021864, "median": 0.018853, "std": 0.015366, "sem": 0.000808, "min": 0.001497, "max": 0.20719, "recall-0.025": 0.710744, "recall-0.05": 0.964187, "recall-0.1": 0.997245, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "elbow_right": { "count": 363, "mean": 0.018192, "median": 0.016657, "std": 0.009497, "sem": 0.000499, "min": 0.002679, "max": 0.067897, "recall-0.025": 0.815427, "recall-0.05": 0.988981, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "wrist_left": { "count": 363, "mean": 0.022592, "median": 0.018031, "std": 0.017922, "sem": 0.000942, "min": 0.002162, "max": 0.203249, "recall-0.025": 0.699725, "recall-0.05": 0.947658, "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": 0.019408, "median": 0.017944, "std": 0.010821, "sem": 0.000569, "min": 0.002229, "max": 0.077613, "recall-0.025": 0.785124, "recall-0.05": 0.983471, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "hip_left": { "count": 363, "mean": 0.030763, "median": 0.026465, "std": 0.017131, "sem": 0.0009, "min": 0.005169, "max": 0.126707, "recall-0.025": 0.454545, "recall-0.05": 0.859504, "recall-0.1": 0.997245, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "hip_right": { "count": 363, "mean": 0.031222, "median": 0.028644, "std": 0.016595, "sem": 0.000872, "min": 0.001926, "max": 0.130375, "recall-0.025": 0.385675, "recall-0.05": 0.892562, "recall-0.1": 0.99449, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_left": { "count": 363, "mean": 0.028488, "median": 0.020826, "std": 0.023721, "sem": 0.001247, "min": 0.001678, "max": 0.128777, "recall-0.025": 0.619835, "recall-0.05": 0.85124, "recall-0.1": 0.972452, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_right": { "count": 363, "mean": 0.0234, "median": 0.019973, "std": 0.013348, "sem": 0.000702, "min": 0.001881, "max": 0.067757, "recall-0.025": 0.614325, "recall-0.05": 0.947658, "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": 0.027788, "median": 0.02187, "std": 0.02224, "sem": 0.001169, "min": 0.001808, "max": 0.198203, "recall-0.025": 0.595041, "recall-0.05": 0.898072, "recall-0.1": 0.980716, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "ankle_right": { "count": 363, "mean": 0.027723, "median": 0.021267, "std": 0.022463, "sem": 0.001181, "min": 0.00376, "max": 0.1746, "recall-0.025": 0.578512, "recall-0.05": 0.889807, "recall-0.1": 0.975207, "recall-0.15": 0.997245, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "joint_recalls": { "num_labels": 4719, "recall-0.025": 0.61962, "recall-0.05": 0.92032, "recall-0.1": 0.99004, "recall-0.15": 0.99788, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 5082, "correct_parts": 5081, "pcp": 0.999803 } ``` ##### fencing ```json { "img_loading": 0.294256, "demosaicing": 0.0123282, "avg_time_2d": 0.0278569, "avg_time_3d": 0.000456178, "time_tracks": 2.29538e-06, "fps": 24.6041 } { "triangulator_calls": 166, "init_time": 4.45564e-06, "undistort_time": 2.60615e-05, "project_time": 6.05602e-06, "match_time": 2.39846e-05, "pairs_time": 2.55966e-05, "pair_scoring_time": 0.000116654, "grouping_time": 3.65037e-05, "full_time": 0.00013262, "merge_time": 6.01096e-05, "post_time": 1.0176e-05, "convert_time": 2.08337e-07, "total_time": 0.000442664 } { "person_nums": { "total_frames": 166, "total_labels": 332, "total_preds": 664, "considered_empty": 0, "valid_preds": 332, "invalid_preds": 332, "missing": 0, "invalid_fraction": 0.5, "precision": 0.5, "recall": 1.0, "f1": 0.66667, "non_empty": 664 }, "mpjpe": { "count": 332, "mean": 0.023878, "median": 0.020543, "std": 0.00853, "sem": 0.000469, "min": 0.011719, "max": 0.053817, "recall-0.025": 0.674699, "recall-0.05": 0.987952, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332, "ap-0.025": 0.345685, "ap-0.05": 0.693929, "ap-0.1": 0.721577, "ap-0.15": 0.721577, "ap-0.25": 0.721577, "ap-0.5": 0.721577 }, "head": { "count": 332, "mean": 0.039846, "median": 0.03972, "std": 0.020121, "sem": 0.001106, "min": 0.003054, "max": 0.102677, "recall-0.025": 0.283133, "recall-0.05": 0.683735, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "shoulder_left": { "count": 332, "mean": 0.023206, "median": 0.020678, "std": 0.012218, "sem": 0.000672, "min": 0.001001, "max": 0.083199, "recall-0.025": 0.698795, "recall-0.05": 0.960843, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "shoulder_right": { "count": 332, "mean": 0.027999, "median": 0.020378, "std": 0.021799, "sem": 0.001198, "min": 0.002435, "max": 0.14546, "recall-0.025": 0.629518, "recall-0.05": 0.870482, "recall-0.1": 0.990964, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "elbow_left": { "count": 332, "mean": 0.018847, "median": 0.016074, "std": 0.010424, "sem": 0.000573, "min": 0.002447, "max": 0.072505, "recall-0.025": 0.777108, "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 }, "elbow_right": { "count": 332, "mean": 0.023258, "median": 0.019401, "std": 0.015376, "sem": 0.000845, "min": 0.001498, "max": 0.11504, "recall-0.025": 0.707831, "recall-0.05": 0.930723, "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": 0.01867, "median": 0.012666, "std": 0.017091, "sem": 0.000939, "min": 0.001616, "max": 0.105551, "recall-0.025": 0.771084, "recall-0.05": 0.936747, "recall-0.1": 0.990964, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "wrist_right": { "count": 332, "mean": 0.024335, "median": 0.01903, "std": 0.018778, "sem": 0.001032, "min": 0.003544, "max": 0.177674, "recall-0.025": 0.665663, "recall-0.05": 0.906627, "recall-0.1": 0.993976, "recall-0.15": 0.996988, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "hip_left": { "count": 332, "mean": 0.029072, "median": 0.025087, "std": 0.016871, "sem": 0.000927, "min": 0.005691, "max": 0.106112, "recall-0.025": 0.493976, "recall-0.05": 0.906627, "recall-0.1": 0.996988, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "hip_right": { "count": 332, "mean": 0.029207, "median": 0.025565, "std": 0.01576, "sem": 0.000866, "min": 0.001509, "max": 0.106944, "recall-0.025": 0.490964, "recall-0.05": 0.924699, "recall-0.1": 0.993976, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "knee_left": { "count": 332, "mean": 0.020694, "median": 0.015209, "std": 0.015608, "sem": 0.000858, "min": 0.001811, "max": 0.099981, "recall-0.025": 0.756024, "recall-0.05": 0.927711, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "knee_right": { "count": 332, "mean": 0.019241, "median": 0.013768, "std": 0.015935, "sem": 0.000876, "min": 0.001764, "max": 0.10315, "recall-0.025": 0.75, "recall-0.05": 0.945783, "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": 0.013374, "median": 0.010131, "std": 0.009492, "sem": 0.000522, "min": 0.001941, "max": 0.058708, "recall-0.025": 0.888554, "recall-0.05": 0.996988, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "ankle_right": { "count": 332, "mean": 0.022662, "median": 0.020512, "std": 0.013454, "sem": 0.00074, "min": 0.002703, "max": 0.107512, "recall-0.025": 0.76506, "recall-0.05": 0.951807, "recall-0.1": 0.993976, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "joint_recalls": { "num_labels": 4316, "recall-0.025": 0.66566, "recall-0.05": 0.91682, "recall-0.1": 0.99629, "recall-0.15": 0.99977, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 4648, "correct_parts": 4648, "pcp": 1.0 } ``` ##### basketball ```json { "img_loading": 0.296161, "demosaicing": 0.0110317, "avg_time_2d": 0.0271237, "avg_time_3d": 0.00042364, "time_tracks": 2.4652e-06, "fps": 25.9192 } { "triangulator_calls": 110, "init_time": 4.40113e-06, "undistort_time": 2.52785e-05, "project_time": 5.15533e-06, "match_time": 2.34926e-05, "pairs_time": 2.3995e-05, "pair_scoring_time": 0.000115287, "grouping_time": 4.71506e-05, "full_time": 0.000109021, "merge_time": 4.70627e-05, "post_time": 1.02112e-05, "convert_time": 2.09391e-07, "total_time": 0.000411505 } { "person_nums": { "total_frames": 110, "total_labels": 330, "total_preds": 440, "considered_empty": 0, "valid_preds": 330, "invalid_preds": 110, "missing": 0, "invalid_fraction": 0.25, "precision": 0.75, "recall": 1.0, "f1": 0.85714, "non_empty": 440 }, "mpjpe": { "count": 330, "mean": 0.040807, "median": 0.0365, "std": 0.015819, "sem": 0.000872, "min": 0.018235, "max": 0.10728, "recall-0.025": 0.10303, "recall-0.05": 0.775758, "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": 0.013534, "ap-0.05": 0.512946, "ap-0.1": 0.756211, "ap-0.15": 0.759015, "ap-0.25": 0.759015, "ap-0.5": 0.759015 }, "head": { "count": 330, "mean": 0.047599, "median": 0.0415, "std": 0.025954, "sem": 0.001431, "min": 0.008482, "max": 0.165767, "recall-0.025": 0.160606, "recall-0.05": 0.633333, "recall-0.1": 0.954545, "recall-0.15": 0.99697, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "shoulder_left": { "count": 330, "mean": 0.046233, "median": 0.042399, "std": 0.024132, "sem": 0.00133, "min": 0.004979, "max": 0.142735, "recall-0.025": 0.175758, "recall-0.05": 0.639394, "recall-0.1": 0.972727, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "shoulder_right": { "count": 330, "mean": 0.041348, "median": 0.036951, "std": 0.023183, "sem": 0.001278, "min": 0.004758, "max": 0.124016, "recall-0.025": 0.230303, "recall-0.05": 0.772727, "recall-0.1": 0.954545, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "elbow_left": { "count": 330, "mean": 0.044574, "median": 0.037455, "std": 0.028188, "sem": 0.001554, "min": 0.006781, "max": 0.213094, "recall-0.025": 0.245455, "recall-0.05": 0.675758, "recall-0.1": 0.945455, "recall-0.15": 0.993939, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "elbow_right": { "count": 330, "mean": 0.043098, "median": 0.036329, "std": 0.027772, "sem": 0.001531, "min": 0.001944, "max": 0.17386, "recall-0.025": 0.251515, "recall-0.05": 0.690909, "recall-0.1": 0.957576, "recall-0.15": 0.987879, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "wrist_left": { "count": 330, "mean": 0.046817, "median": 0.038856, "std": 0.037095, "sem": 0.002045, "min": 0.004111, "max": 0.34692, "recall-0.025": 0.263636, "recall-0.05": 0.648485, "recall-0.1": 0.933333, "recall-0.15": 0.981818, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "wrist_right": { "count": 330, "mean": 0.048974, "median": 0.040888, "std": 0.03218, "sem": 0.001774, "min": 0.007716, "max": 0.319297, "recall-0.025": 0.178788, "recall-0.05": 0.642424, "recall-0.1": 0.936364, "recall-0.15": 0.987879, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "hip_left": { "count": 330, "mean": 0.041609, "median": 0.037884, "std": 0.021958, "sem": 0.001211, "min": 0.004453, "max": 0.13482, "recall-0.025": 0.248485, "recall-0.05": 0.706061, "recall-0.1": 0.981818, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "hip_right": { "count": 330, "mean": 0.039772, "median": 0.035562, "std": 0.022217, "sem": 0.001225, "min": 0.003076, "max": 0.131202, "recall-0.025": 0.287879, "recall-0.05": 0.687879, "recall-0.1": 0.981818, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "knee_left": { "count": 330, "mean": 0.033191, "median": 0.029896, "std": 0.020354, "sem": 0.001122, "min": 0.002794, "max": 0.118307, "recall-0.025": 0.415152, "recall-0.05": 0.809091, "recall-0.1": 0.993939, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "knee_right": { "count": 330, "mean": 0.033873, "median": 0.027396, "std": 0.020893, "sem": 0.001152, "min": 0.003886, "max": 0.126002, "recall-0.025": 0.433333, "recall-0.05": 0.787879, "recall-0.1": 0.984848, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "ankle_left": { "count": 330, "mean": 0.032354, "median": 0.025707, "std": 0.030266, "sem": 0.001669, "min": 0.00205, "max": 0.347264, "recall-0.025": 0.487879, "recall-0.05": 0.839394, "recall-0.1": 0.966667, "recall-0.15": 0.990909, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "ankle_right": { "count": 330, "mean": 0.03105, "median": 0.024016, "std": 0.030018, "sem": 0.001655, "min": 0.000831, "max": 0.347751, "recall-0.025": 0.515152, "recall-0.05": 0.872727, "recall-0.1": 0.978788, "recall-0.15": 0.990909, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "joint_recalls": { "num_labels": 4290, "recall-0.025": 0.29837, "recall-0.05": 0.72238, "recall-0.1": 0.96294, "recall-0.15": 0.99371, "recall-0.25": 0.99907, "recall-0.5": 1.0 } } { "total_parts": 4620, "correct_parts": 4600, "pcp": 0.995671 } ``` ##### volleyball ```json { "img_loading": 0.449514, "demosaicing": 0.0178103, "avg_time_2d": 0.0492171, "avg_time_3d": 0.000939744, "time_tracks": 3.82988e-06, "fps": 14.7122 } { "triangulator_calls": 121, "init_time": 6.87373e-06, "undistort_time": 5.23787e-05, "project_time": 9.21888e-06, "match_time": 4.07995e-05, "pairs_time": 7.86093e-05, "pair_scoring_time": 0.00033354, "grouping_time": 0.000117825, "full_time": 0.000188421, "merge_time": 8.18466e-05, "post_time": 1.12108e-05, "convert_time": 2.30083e-07, "total_time": 0.000921196 } { "person_nums": { "total_frames": 121, "total_labels": 484, "total_preds": 520, "considered_empty": 0, "valid_preds": 484, "invalid_preds": 36, "missing": 0, "invalid_fraction": 0.06923, "precision": 0.93077, "recall": 1.0, "f1": 0.96414, "non_empty": 520 }, "mpjpe": { "count": 484, "mean": 0.028911, "median": 0.026401, "std": 0.011162, "sem": 0.000508, "min": 0.013956, "max": 0.13521, "recall-0.025": 0.431818, "recall-0.05": 0.958678, "recall-0.1": 0.997934, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484, "ap-0.025": 0.187768, "ap-0.05": 0.87472, "ap-0.1": 0.950372, "ap-0.15": 0.952334, "ap-0.25": 0.952334, "ap-0.5": 0.952334 }, "head": { "count": 484, "mean": 0.029355, "median": 0.024646, "std": 0.017773, "sem": 0.000809, "min": 0.003887, "max": 0.095069, "recall-0.025": 0.506198, "recall-0.05": 0.865702, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "shoulder_left": { "count": 484, "mean": 0.029306, "median": 0.025259, "std": 0.017619, "sem": 0.000802, "min": 0.00469, "max": 0.123784, "recall-0.025": 0.493802, "recall-0.05": 0.882231, "recall-0.1": 0.995868, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "shoulder_right": { "count": 484, "mean": 0.028997, "median": 0.025291, "std": 0.017669, "sem": 0.000804, "min": 0.001208, "max": 0.122966, "recall-0.025": 0.495868, "recall-0.05": 0.876033, "recall-0.1": 0.995868, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "elbow_left": { "count": 484, "mean": 0.029342, "median": 0.026558, "std": 0.015647, "sem": 0.000712, "min": 0.001307, "max": 0.106462, "recall-0.025": 0.454545, "recall-0.05": 0.896694, "recall-0.1": 0.995868, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "elbow_right": { "count": 484, "mean": 0.030206, "median": 0.024912, "std": 0.02079, "sem": 0.000946, "min": 0.001455, "max": 0.162007, "recall-0.025": 0.502066, "recall-0.05": 0.869835, "recall-0.1": 0.987603, "recall-0.15": 0.997934, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "wrist_left": { "count": 484, "mean": 0.034144, "median": 0.027963, "std": 0.023923, "sem": 0.001089, "min": 0.002152, "max": 0.218549, "recall-0.025": 0.402893, "recall-0.05": 0.832645, "recall-0.1": 0.971074, "recall-0.15": 0.997934, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "wrist_right": { "count": 484, "mean": 0.033395, "median": 0.027456, "std": 0.026855, "sem": 0.001222, "min": 0.003164, "max": 0.3606, "recall-0.025": 0.438017, "recall-0.05": 0.847107, "recall-0.1": 0.977273, "recall-0.15": 0.995868, "recall-0.25": 0.997934, "recall-0.5": 1.0, "num_labels": 484 }, "hip_left": { "count": 484, "mean": 0.034657, "median": 0.03172, "std": 0.019459, "sem": 0.000885, "min": 0.003499, "max": 0.249387, "recall-0.025": 0.303719, "recall-0.05": 0.85124, "recall-0.1": 0.993802, "recall-0.15": 0.997934, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "hip_right": { "count": 484, "mean": 0.037657, "median": 0.031696, "std": 0.025906, "sem": 0.001179, "min": 0.003853, "max": 0.25837, "recall-0.025": 0.328512, "recall-0.05": 0.801653, "recall-0.1": 0.971074, "recall-0.15": 0.997934, "recall-0.25": 0.997934, "recall-0.5": 1.0, "num_labels": 484 }, "knee_left": { "count": 484, "mean": 0.0214, "median": 0.01691, "std": 0.017048, "sem": 0.000776, "min": 0.003128, "max": 0.185642, "recall-0.025": 0.719008, "recall-0.05": 0.960744, "recall-0.1": 0.995868, "recall-0.15": 0.995868, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "knee_right": { "count": 484, "mean": 0.023785, "median": 0.019485, "std": 0.016386, "sem": 0.000746, "min": 0.001754, "max": 0.154491, "recall-0.025": 0.663223, "recall-0.05": 0.940083, "recall-0.1": 0.995868, "recall-0.15": 0.997934, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "ankle_left": { "count": 484, "mean": 0.021668, "median": 0.017804, "std": 0.017118, "sem": 0.000779, "min": 0.002234, "max": 0.182951, "recall-0.025": 0.731405, "recall-0.05": 0.954545, "recall-0.1": 0.989669, "recall-0.15": 0.995868, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "ankle_right": { "count": 484, "mean": 0.021937, "median": 0.018464, "std": 0.013713, "sem": 0.000624, "min": 0.00199, "max": 0.122447, "recall-0.025": 0.710744, "recall-0.05": 0.948347, "recall-0.1": 0.997934, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 484 }, "joint_recalls": { "num_labels": 6292, "recall-0.025": 0.51812, "recall-0.05": 0.88557, "recall-0.1": 0.98919, "recall-0.15": 0.99825, "recall-0.25": 0.99968, "recall-0.5": 1.0 } } { "total_parts": 6776, "correct_parts": 6770, "pcp": 0.999115 } ``` ##### badminton ```json { "img_loading": 0.446107, "demosaicing": 0.017453, "avg_time_2d": 0.0420512, "avg_time_3d": 0.000746762, "time_tracks": 2.66809e-06, "fps": 16.5965 } { "triangulator_calls": 183, "init_time": 5.8832e-06, "undistort_time": 4.30531e-05, "project_time": 8.35799e-06, "match_time": 3.34487e-05, "pairs_time": 5.59507e-05, "pair_scoring_time": 0.000207656, "grouping_time": 6.98545e-05, "full_time": 0.000199134, "merge_time": 9.40775e-05, "post_time": 1.08129e-05, "convert_time": 2.20978e-07, "total_time": 0.000728692 } { "person_nums": { "total_frames": 183, "total_labels": 732, "total_preds": 732, "considered_empty": 0, "valid_preds": 732, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 732 }, "mpjpe": { "count": 732, "mean": 0.024346, "median": 0.023518, "std": 0.006655, "sem": 0.000246, "min": 0.010127, "max": 0.062161, "recall-0.025": 0.620219, "recall-0.05": 0.994536, "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": 0.436061, "ap-0.05": 0.993508, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 732, "mean": 0.027598, "median": 0.022572, "std": 0.020068, "sem": 0.000742, "min": 0.003162, "max": 0.177564, "recall-0.025": 0.577869, "recall-0.05": 0.920765, "recall-0.1": 0.984973, "recall-0.15": 0.995902, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_left": { "count": 732, "mean": 0.033024, "median": 0.02874, "std": 0.019683, "sem": 0.000728, "min": 0.001, "max": 0.122613, "recall-0.025": 0.396175, "recall-0.05": 0.848361, "recall-0.1": 0.98224, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_right": { "count": 732, "mean": 0.025178, "median": 0.02226, "std": 0.014436, "sem": 0.000534, "min": 0.001732, "max": 0.142962, "recall-0.025": 0.598361, "recall-0.05": 0.949454, "recall-0.1": 0.998634, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "elbow_left": { "count": 732, "mean": 0.024298, "median": 0.020857, "std": 0.015009, "sem": 0.000555, "min": 0.002449, "max": 0.11975, "recall-0.025": 0.632514, "recall-0.05": 0.948087, "recall-0.1": 0.997268, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "elbow_right": { "count": 732, "mean": 0.022548, "median": 0.019039, "std": 0.014365, "sem": 0.000531, "min": 0.002236, "max": 0.11631, "recall-0.025": 0.696721, "recall-0.05": 0.949454, "recall-0.1": 0.998634, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "wrist_left": { "count": 732, "mean": 0.027005, "median": 0.022869, "std": 0.018836, "sem": 0.000697, "min": 0.002449, "max": 0.167194, "recall-0.025": 0.543716, "recall-0.05": 0.919399, "recall-0.1": 0.989071, "recall-0.15": 0.998634, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "wrist_right": { "count": 732, "mean": 0.026409, "median": 0.023054, "std": 0.017127, "sem": 0.000633, "min": 0.003, "max": 0.17917, "recall-0.025": 0.579235, "recall-0.05": 0.934426, "recall-0.1": 0.993169, "recall-0.15": 0.997268, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "hip_left": { "count": 732, "mean": 0.027544, "median": 0.025475, "std": 0.013696, "sem": 0.000507, "min": 0.003, "max": 0.099222, "recall-0.025": 0.472678, "recall-0.05": 0.939891, "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": 0.025339, "median": 0.023206, "std": 0.012605, "sem": 0.000466, "min": 0.002236, "max": 0.095231, "recall-0.025": 0.558743, "recall-0.05": 0.960383, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "knee_left": { "count": 732, "mean": 0.017737, "median": 0.016763, "std": 0.008534, "sem": 0.000316, "min": 0.002236, "max": 0.0736, "recall-0.025": 0.84153, "recall-0.05": 0.993169, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "knee_right": { "count": 732, "mean": 0.019955, "median": 0.018655, "std": 0.009314, "sem": 0.000344, "min": 0.001414, "max": 0.068535, "recall-0.025": 0.747268, "recall-0.05": 0.993169, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "ankle_left": { "count": 732, "mean": 0.019438, "median": 0.018014, "std": 0.009897, "sem": 0.000366, "min": 0.001732, "max": 0.073137, "recall-0.025": 0.762295, "recall-0.05": 0.987705, "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": 0.020421, "median": 0.018493, "std": 0.010098, "sem": 0.000373, "min": 0.002, "max": 0.089811, "recall-0.025": 0.734973, "recall-0.05": 0.986339, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "joint_recalls": { "num_labels": 9516, "recall-0.025": 0.62589, "recall-0.05": 0.94798, "recall-0.1": 0.99538, "recall-0.15": 0.99937, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 10248, "correct_parts": 10242, "pcp": 0.999415 } ``` ##### tennis ```json { "img_loading": 0.672033, "demosaicing": 0.0268215, "avg_time_2d": 0.0500941, 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"ap-0.05": 0.986088, "ap-0.1": 0.997215, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 362, "mean": 0.036043, "median": 0.036062, "std": 0.01512, "sem": 0.000796, "min": 0.003823, "max": 0.104795, "recall-0.025": 0.232044, "recall-0.05": 0.864641, "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": 0.0235, "median": 0.019615, "std": 0.01434, "sem": 0.000755, "min": 0.001984, "max": 0.11251, "recall-0.025": 0.635359, "recall-0.05": 0.958564, "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": 0.026701, "median": 0.024037, "std": 0.015086, "sem": 0.000794, "min": 0.002991, "max": 0.123038, "recall-0.025": 0.533149, "recall-0.05": 0.941989, "recall-0.1": 0.994475, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "elbow_left": { "count": 362, "mean": 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"num_labels": 362 }, "knee_right": { "count": 362, "mean": 0.016763, "median": 0.014239, "std": 0.016429, "sem": 0.000865, "min": 0.002289, "max": 0.2645, "recall-0.025": 0.870166, "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": 0.016906, "median": 0.014864, "std": 0.010496, "sem": 0.000552, "min": 0.001498, "max": 0.088357, "recall-0.025": 0.839779, "recall-0.05": 0.977901, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "ankle_right": { "count": 362, "mean": 0.018014, "median": 0.013739, "std": 0.028325, "sem": 0.001491, "min": 0.001246, "max": 0.497012, "recall-0.025": 0.861878, "recall-0.05": 0.969613, "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": 0.67191, "recall-0.05": 0.95389, "recall-0.1": 0.9949, "recall-0.15": 0.99851, "recall-0.25": 0.99894, "recall-0.5": 1.0 } } { "total_parts": 5068, "correct_parts": 5063, "pcp": 0.999013 } ```