# 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": 0.0210844, "demosaicing": 0.000613385, "avg_time_2d": 0.00826702, "avg_time_3d": 3.67275e-05, "fps": 112.144 } { "triangulator_calls": 600, "init_time": 2.66098e-06, "undistort_time": 3.72397e-06, "project_time": 7.0124e-07, "match_time": 1.19658e-06, "pairs_time": 2.10813e-07, "pair_scoring_time": 5.9247e-06, "grouping_time": 1.35449e-06, "full_time": 7.78258e-06, "merge_time": 3.15914e-06, "post_time": 4.86037e-06, "convert_time": 5.47233e-08, "total_time": 3.18622e-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": 0.060496, "median": 0.053051, "std": 0.028242, "sem": 0.001154, "min": 0.036391, "max": 0.191685, "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": 0.189462, "ap-0.1": 0.906596, "ap-0.15": 0.914939, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 600, "mean": 0.106551, "median": 0.095236, "std": 0.039752, "sem": 0.001624, "min": 0.014823, "max": 0.277586, "recall-0.025": 0.003333, "recall-0.05": 0.021667, "recall-0.1": 0.585, "recall-0.15": 0.855, "recall-0.25": 0.988333, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_left": { "count": 600, "mean": 0.038602, "median": 0.027579, "std": 0.034741, "sem": 0.001419, "min": 0.001432, "max": 0.172853, "recall-0.025": 0.418333, "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": 0.045855, "median": 0.034435, "std": 0.039731, "sem": 0.001623, "min": 0.006883, "max": 0.240549, "recall-0.025": 0.298333, "recall-0.05": 0.775, "recall-0.1": 0.908333, "recall-0.15": 0.945, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_left": { "count": 600, "mean": 0.045211, "median": 0.033767, "std": 0.037653, "sem": 0.001538, "min": 0.004845, "max": 0.194312, "recall-0.025": 0.26, "recall-0.05": 0.781667, "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": 0.044041, "median": 0.032214, "std": 0.038365, "sem": 0.001568, "min": 0.004559, "max": 0.407069, "recall-0.025": 0.27, "recall-0.05": 0.795, "recall-0.1": 0.928333, "recall-0.15": 0.941667, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_left": { "count": 600, "mean": 0.03991, "median": 0.022309, "std": 0.04422, "sem": 0.001807, "min": 0.003241, "max": 0.252773, "recall-0.025": 0.548333, "recall-0.05": 0.761667, "recall-0.1": 0.91, "recall-0.15": 0.928333, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_right": { "count": 598, "mean": 0.04073, "median": 0.025187, "std": 0.044602, "sem": 0.001825, "min": 0.003514, "max": 0.308979, "recall-0.025": 0.491667, "recall-0.05": 0.791667, "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": 0.070231, "median": 0.058914, "std": 0.035311, "sem": 0.001443, "min": 0.02269, "max": 0.216665, "recall-0.025": 0.001667, "recall-0.05": 0.22, "recall-0.1": 0.875, "recall-0.15": 0.946667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "hip_right": { "count": 600, "mean": 0.086387, "median": 0.083718, "std": 0.02924, "sem": 0.001195, "min": 0.010679, "max": 0.219502, "recall-0.025": 0.011667, "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": 0.052822, "median": 0.04235, "std": 0.046029, "sem": 0.001884, "min": 0.01399, "max": 0.493631, "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": 0.045515, "median": 0.034198, "std": 0.037407, "sem": 0.001528, "min": 0.009795, "max": 0.29659, "recall-0.025": 0.095, "recall-0.05": 0.813333, "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": 0.088855, "median": 0.082483, "std": 0.030683, "sem": 0.001256, "min": 0.046704, "max": 0.353694, "recall-0.025": 0.0, "recall-0.05": 0.003333, "recall-0.1": 0.875, "recall-0.15": 0.943333, "recall-0.25": 0.993333, "recall-0.5": 0.996667, "num_labels": 600 }, "ankle_right": { "count": 600, "mean": 0.077006, "median": 0.066672, "std": 0.037945, "sem": 0.00155, "min": 0.035939, "max": 0.277096, "recall-0.025": 0.0, "recall-0.05": 0.031667, "recall-0.1": 0.908333, "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": 0.50474, "recall-0.1": 0.88218, "recall-0.15": 0.93577, "recall-0.25": 0.99564, "recall-0.5": 0.99923 } } { "total_parts": 8400, "correct_parts": 8133, "pcp": 0.968214 } ``` ### Shelf ```json { "img_loading": 0.0415539, "demosaicing": 0.000729576, "avg_time_2d": 0.0147618, "avg_time_3d": 0.000120587, "fps": 64.0536 } { "triangulator_calls": 301, "init_time": 2.88489e-06, "undistort_time": 1.4084e-05, "project_time": 2.09862e-06, "match_time": 8.48508e-06, "pairs_time": 3.70267e-06, "pair_scoring_time": 2.68451e-05, "grouping_time": 6.3545e-06, "full_time": 2.70454e-05, "merge_time": 1.16283e-05, "post_time": 7.58572e-06, "convert_time": 1.18993e-07, "total_time": 0.000111068 } { "person_nums": { "total_frames": 301, "total_labels": 477, "total_preds": 824, "considered_empty": 0, "valid_preds": 477, "invalid_preds": 347, "missing": 0, "invalid_fraction": 0.42112, "precision": 0.57888, "recall": 1.0, "f1": 0.73328, "non_empty": 824 }, "mpjpe": { "count": 477, "mean": 0.047573, "median": 0.042506, "std": 0.014988, "sem": 0.000687, "min": 0.028778, "max": 0.118939, "recall-0.025": 0.0, "recall-0.05": 0.72327, "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": 0.45546, "ap-0.1": 0.752725, "ap-0.15": 0.761685, "ap-0.25": 0.761685, "ap-0.5": 0.761685 }, "head": { "count": 477, "mean": 0.052991, "median": 0.048986, "std": 0.025142, "sem": 0.001152, "min": 0.006559, "max": 0.183673, "recall-0.025": 0.106918, "recall-0.05": 0.522013, "recall-0.1": 0.937107, "recall-0.15": 0.993711, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_left": { "count": 477, "mean": 0.041955, "median": 0.037041, "std": 0.020741, "sem": 0.000951, "min": 0.004368, "max": 0.132918, "recall-0.025": 0.174004, "recall-0.05": 0.754717, "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": 0.049593, "median": 0.046469, "std": 0.022897, "sem": 0.001049, "min": 0.005334, "max": 0.148157, "recall-0.025": 0.100629, "recall-0.05": 0.561845, "recall-0.1": 0.955975, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_left": { "count": 477, "mean": 0.04052, "median": 0.03197, "std": 0.028831, "sem": 0.001321, "min": 0.003618, "max": 0.309844, "recall-0.025": 0.312369, "recall-0.05": 0.756813, "recall-0.1": 0.953878, "recall-0.15": 0.997904, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_right": { "count": 477, "mean": 0.053225, "median": 0.043315, "std": 0.040534, "sem": 0.001858, "min": 0.003567, "max": 0.242994, "recall-0.025": 0.27044, "recall-0.05": 0.561845, "recall-0.1": 0.897275, "recall-0.15": 0.962264, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_left": { "count": 477, "mean": 0.059302, "median": 0.054034, "std": 0.038636, "sem": 0.001771, "min": 0.00164, "max": 0.32449, "recall-0.025": 0.146751, "recall-0.05": 0.412998, "recall-0.1": 0.909853, "recall-0.15": 0.964361, "recall-0.25": 0.991614, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_right": { "count": 477, "mean": 0.05829, "median": 0.053472, "std": 0.034177, "sem": 0.001566, "min": 0.008622, "max": 0.382984, "recall-0.025": 0.113208, "recall-0.05": 0.440252, "recall-0.1": 0.90566, "recall-0.15": 0.981132, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "hip_left": { "count": 477, "mean": 0.047691, "median": 0.042435, "std": 0.025943, "sem": 0.001189, "min": 0.008125, "max": 0.145941, "recall-0.025": 0.186583, "recall-0.05": 0.628931, "recall-0.1": 0.958071, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_right": { "count": 477, "mean": 0.057591, "median": 0.058504, "std": 0.023873, "sem": 0.001094, "min": 0.006301, "max": 0.132422, "recall-0.025": 0.102725, "recall-0.05": 0.354298, "recall-0.1": 0.943396, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_left": { "count": 477, "mean": 0.040294, "median": 0.037394, "std": 0.024582, "sem": 0.001127, "min": 0.00468, "max": 0.190112, "recall-0.025": 0.264151, "recall-0.05": 0.752621, "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": 0.039683, "median": 0.035562, "std": 0.023058, "sem": 0.001057, "min": 0.005833, "max": 0.184978, "recall-0.025": 0.318658, "recall-0.05": 0.735849, "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": 0.036416, "median": 0.027617, "std": 0.030557, "sem": 0.001401, "min": 0.004893, "max": 0.223793, "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": 0.040896, "median": 0.030845, "std": 0.037576, "sem": 0.001722, "min": 0.003445, "max": 0.28852, "recall-0.025": 0.301887, "recall-0.05": 0.807128, "recall-0.1": 0.930818, "recall-0.15": 0.968553, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "joint_recalls": { "num_labels": 6201, "recall-0.025": 0.21609, "recall-0.05": 0.62329, "recall-0.1": 0.94291, "recall-0.15": 0.9871, "recall-0.25": 0.99871, "recall-0.5": 1.0 } } { "total_parts": 6678, "correct_parts": 6623, "pcp": 0.991764 } ``` ### Campus ```json { "img_loading": 0.00473995, "demosaicing": 0.000176621, "avg_time_2d": 0.0069666, "avg_time_3d": 3.95759e-05, "fps": 139.222 } { "triangulator_calls": 222, "init_time": 2.30386e-06, "undistort_time": 5.79863e-06, "project_time": 1.05762e-06, "match_time": 2.8811e-06, "pairs_time": 4.73671e-07, "pair_scoring_time": 5.02461e-06, "grouping_time": 1.36539e-06, "full_time": 6.40501e-06, "merge_time": 3.01859e-06, "post_time": 6.25936e-06, "convert_time": 1.01095e-07, "total_time": 3.49216e-05 } { "person_nums": { "total_frames": 222, "total_labels": 376, "total_preds": 442, "considered_empty": 0, "valid_preds": 376, "invalid_preds": 66, "missing": 0, "invalid_fraction": 0.14932, "precision": 0.85068, "recall": 1.0, "f1": 0.91932, "non_empty": 442 }, "mpjpe": { "count": 376, "mean": 0.075547, "median": 0.072512, "std": 0.016669, "sem": 0.000861, "min": 0.039602, "max": 0.239068, "recall-0.025": 0.0, "recall-0.05": 0.00266, "recall-0.1": 0.930851, "recall-0.15": 0.99734, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376, "ap-0.025": 0.0, "ap-0.05": 4e-05, "ap-0.1": 0.851885, "ap-0.15": 0.965231, "ap-0.25": 0.967694, "ap-0.5": 0.967694 }, "head": { "count": 376, "mean": 0.062777, "median": 0.061742, "std": 0.025212, "sem": 0.001302, "min": 0.009563, "max": 0.198442, "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": 0.067112, "median": 0.064801, "std": 0.030176, "sem": 0.001558, "min": 0.013559, "max": 0.205286, "recall-0.025": 0.045213, "recall-0.05": 0.321809, "recall-0.1": 0.882979, "recall-0.15": 0.981383, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "shoulder_right": { "count": 376, "mean": 0.070564, "median": 0.06227, "std": 0.038676, "sem": 0.001997, "min": 0.017146, "max": 0.497202, "recall-0.025": 0.018617, "recall-0.05": 0.31117, "recall-0.1": 0.840426, "recall-0.15": 0.968085, "recall-0.25": 0.99734, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_left": { "count": 376, "mean": 0.090691, "median": 0.073021, "std": 0.054828, "sem": 0.002831, "min": 0.013567, "max": 0.347903, "recall-0.025": 0.026596, "recall-0.05": 0.236702, "recall-0.1": 0.646277, "recall-0.15": 0.864362, "recall-0.25": 0.986702, "recall-0.5": 1.0, "num_labels": 376 }, "elbow_right": { "count": 375, "mean": 0.077657, "median": 0.070602, "std": 0.037828, "sem": 0.001956, "min": 0.001558, "max": 0.184804, "recall-0.025": 0.037234, "recall-0.05": 0.276596, "recall-0.1": 0.723404, "recall-0.15": 0.93883, "recall-0.25": 0.99734, "recall-0.5": 0.99734, "num_labels": 376 }, "wrist_left": { "count": 376, "mean": 0.130122, "median": 0.115218, "std": 0.069844, "sem": 0.003607, "min": 0.017061, "max": 0.459038, "recall-0.025": 0.013298, "recall-0.05": 0.077128, "recall-0.1": 0.398936, "recall-0.15": 0.675532, "recall-0.25": 0.920213, "recall-0.5": 1.0, "num_labels": 376 }, "wrist_right": { "count": 376, "mean": 0.103967, "median": 0.097173, "std": 0.050063, "sem": 0.002585, "min": 0.00426, "max": 0.461637, "recall-0.025": 0.005319, "recall-0.05": 0.101064, "recall-0.1": 0.515957, "recall-0.15": 0.851064, "recall-0.25": 0.986702, "recall-0.5": 1.0, "num_labels": 376 }, "hip_left": { "count": 376, "mean": 0.067438, "median": 0.064184, "std": 0.024754, "sem": 0.001278, "min": 0.014493, "max": 0.166706, "recall-0.025": 0.018617, "recall-0.05": 0.239362, "recall-0.1": 0.893617, "recall-0.15": 0.994681, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "hip_right": { "count": 376, "mean": 0.063234, "median": 0.061541, "std": 0.027789, "sem": 0.001435, "min": 0.011516, "max": 0.197949, "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": 0.057101, "median": 0.055438, "std": 0.023745, "sem": 0.001226, "min": 0.006714, "max": 0.175629, "recall-0.025": 0.071809, "recall-0.05": 0.390957, "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": 0.054065, "median": 0.049743, "std": 0.027363, "sem": 0.001413, "min": 0.011142, "max": 0.228754, "recall-0.025": 0.077128, "recall-0.05": 0.505319, "recall-0.1": 0.952128, "recall-0.15": 0.989362, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 376 }, "ankle_left": { "count": 376, "mean": 0.070912, "median": 0.064896, "std": 0.044349, "sem": 0.00229, "min": 0.010298, "max": 0.401341, "recall-0.025": 0.045213, "recall-0.05": 0.329787, "recall-0.1": 0.875, "recall-0.15": 0.968085, "recall-0.25": 0.986702, "recall-0.5": 1.0, "num_labels": 376 }, "ankle_right": { "count": 376, "mean": 0.065105, "median": 0.052692, "std": 0.049817, "sem": 0.002573, "min": 0.0034, "max": 0.378972, "recall-0.025": 0.066489, "recall-0.05": 0.43617, "recall-0.1": 0.880319, "recall-0.15": 0.957447, "recall-0.25": 0.984043, "recall-0.5": 1.0, "num_labels": 376 }, "joint_recalls": { "num_labels": 4888, "recall-0.025": 0.03908, "recall-0.05": 0.29828, "recall-0.1": 0.79971, "recall-0.15": 0.93515, "recall-0.25": 0.98813, "recall-0.5": 0.99959 } } { "total_parts": 5264, "correct_parts": 5005, "pcp": 0.950798 } ``` ### MVOR ```json { "img_loading": 0.0112842, "demosaicing": 0.0002937, "avg_time_2d": 0.00802104, "avg_time_3d": 4.47021e-05, "fps": 119.625 } { "triangulator_calls": 629, "init_time": 2.94223e-06, "undistort_time": 6.10058e-06, "project_time": 9.93347e-07, "match_time": 2.58504e-06, "pairs_time": 6.79809e-07, "pair_scoring_time": 1.11914e-05, "grouping_time": 1.97036e-06, "full_time": 4.47083e-06, "merge_time": 2.49551e-06, "post_time": 6.14432e-06, "convert_time": 9.18299e-08, "total_time": 3.99006e-05 } { "person_nums": { "total_frames": 629, "total_labels": 1061, "total_preds": 1050, "considered_empty": 0, "valid_preds": 825, "invalid_preds": 225, "missing": 236, "invalid_fraction": 0.21429, "precision": 0.78571, "recall": 0.77757, "f1": 0.78162, "non_empty": 1050 }, "mpjpe": { "count": 825, "mean": 0.119337, "median": 0.098377, "std": 0.070877, "sem": 0.002469, "min": 0.04872, "max": 0.491718, "recall-0.025": 0.0, "recall-0.05": 0.00377, "recall-0.1": 0.401508, "recall-0.15": 0.63902, "recall-0.25": 0.738926, "recall-0.5": 0.777568, "num_labels": 1061, "ap-0.025": 0.0, "ap-0.05": 9e-05, "ap-0.1": 0.271938, "ap-0.15": 0.542185, "ap-0.25": 0.676521, "ap-0.5": 0.718642 }, "head": { "count": 819, "mean": 0.068329, "median": 0.052317, "std": 0.067437, "sem": 0.002358, "min": 0.002475, "max": 0.480278, "recall-0.025": 0.099906, "recall-0.05": 0.363808, "recall-0.1": 0.667295, "recall-0.15": 0.721018, "recall-0.25": 0.745523, "recall-0.5": 0.771913, "num_labels": 1061 }, "shoulder_left": { "count": 819, "mean": 0.06186, "median": 0.043083, "std": 0.063876, "sem": 0.002233, "min": 0.003718, "max": 0.488998, "recall-0.025": 0.179076, "recall-0.05": 0.453346, "recall-0.1": 0.664467, "recall-0.15": 0.719133, "recall-0.25": 0.744581, "recall-0.5": 0.771913, "num_labels": 1061 }, "shoulder_right": { "count": 820, "mean": 0.061407, "median": 0.040702, "std": 0.066413, "sem": 0.002321, "min": 0.004707, "max": 0.455456, "recall-0.025": 0.148916, "recall-0.05": 0.477851, "recall-0.1": 0.666352, "recall-0.15": 0.727615, "recall-0.25": 0.747408, "recall-0.5": 0.772856, "num_labels": 1061 }, "elbow_left": { "count": 809, "mean": 0.107177, "median": 0.076085, "std": 0.090417, "sem": 0.003181, "min": 0.004829, "max": 0.486117, "recall-0.025": 0.063148, "recall-0.05": 0.250707, "recall-0.1": 0.470311, "recall-0.15": 0.572102, "recall-0.25": 0.69934, "recall-0.5": 0.762488, "num_labels": 1061 }, "elbow_right": { "count": 814, "mean": 0.089325, "median": 0.061903, "std": 0.084838, "sem": 0.002975, "min": 0.004284, "max": 0.489631, "recall-0.025": 0.099906, "recall-0.05": 0.307257, "recall-0.1": 0.553252, "recall-0.15": 0.65033, "recall-0.25": 0.719133, "recall-0.5": 0.767201, "num_labels": 1061 }, "wrist_left": { "count": 806, "mean": 0.128427, "median": 0.094458, "std": 0.106105, "sem": 0.00374, "min": 0.006274, "max": 0.494712, "recall-0.025": 0.070688, "recall-0.05": 0.224317, "recall-0.1": 0.395853, "recall-0.15": 0.507069, "recall-0.25": 0.656927, "recall-0.5": 0.759661, "num_labels": 1061 }, "wrist_right": { "count": 805, "mean": 0.110827, "median": 0.074243, "std": 0.099388, "sem": 0.003505, "min": 0.003687, "max": 0.464818, "recall-0.025": 0.094251, "recall-0.05": 0.268615, "recall-0.1": 0.476909, "recall-0.15": 0.558907, "recall-0.25": 0.667295, "recall-0.5": 0.758718, "num_labels": 1061 }, "hip_left": { "count": 813, "mean": 0.193263, "median": 0.174425, "std": 0.084701, "sem": 0.002972, "min": 0.042393, "max": 0.494933, "recall-0.025": 0.0, "recall-0.05": 0.004713, "recall-0.1": 0.059378, "recall-0.15": 0.27427, "recall-0.25": 0.61263, "recall-0.5": 0.766258, "num_labels": 1061 }, "hip_right": { "count": 807, "mean": 0.187515, "median": 0.172762, "std": 0.07808, "sem": 0.00275, "min": 0.033064, "max": 0.487878, "recall-0.025": 0.0, "recall-0.05": 0.002828, "recall-0.1": 0.069746, "recall-0.15": 0.27427, "recall-0.25": 0.626767, "recall-0.5": 0.760603, "num_labels": 1061 }, "joint_recalls": { "num_labels": 9549, "recall-0.025": 0.08367, "recall-0.05": 0.26128, "recall-0.1": 0.44664, "recall-0.15": 0.55597, "recall-0.25": 0.69044, "recall-0.5": 0.76511 } } { "total_parts": 10610, "correct_parts": 6255, "pcp": 0.589538 } ``` ### Panoptic ```json { "img_loading": 0.0472362, "demosaicing": 0.00104078, "avg_time_2d": 0.016779, "avg_time_3d": 0.000147258, "fps": 55.6575 } { "triangulator_calls": 420, "init_time": 2.83825e-06, "undistort_time": 1.62245e-05, "project_time": 2.73635e-06, "match_time": 1.22068e-05, "pairs_time": 7.67092e-06, "pair_scoring_time": 3.49176e-05, "grouping_time": 7.59939e-06, "full_time": 2.92463e-05, "merge_time": 1.35496e-05, "post_time": 8.52639e-06, "convert_time": 1.49119e-07, "total_time": 0.000135899 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1488, "considered_empty": 0, "valid_preds": 1462, "invalid_preds": 26, "missing": 4, "invalid_fraction": 0.01747, "precision": 0.98253, "recall": 0.99727, "f1": 0.98984, "non_empty": 1488 }, "mpjpe": { "count": 1462, "mean": 0.030476, "median": 0.028098, "std": 0.012636, "sem": 0.000331, "min": 0.01063, "max": 0.124385, "recall-0.025": 0.372442, "recall-0.05": 0.931105, "recall-0.1": 0.993179, "recall-0.15": 0.997271, "recall-0.25": 0.997271, "recall-0.5": 0.997271, "num_labels": 1466, "ap-0.025": 0.245129, "ap-0.05": 0.91649, "ap-0.1": 0.98951, "ap-0.15": 0.99524, "ap-0.25": 0.99524, "ap-0.5": 0.99524 }, "nose": { "count": 1461, "mean": 0.015022, "median": 0.011489, "std": 0.017364, "sem": 0.000454, "min": 0.00149, "max": 0.276078, "recall-0.025": 0.91866, "recall-0.05": 0.968558, "recall-0.1": 0.993848, "recall-0.15": 0.995899, "recall-0.25": 0.996582, "recall-0.5": 0.998633, "num_labels": 1463 }, "shoulder_left": { "count": 1462, "mean": 0.016638, "median": 0.014664, "std": 0.01071, "sem": 0.00028, "min": 0.000564, "max": 0.104098, "recall-0.025": 0.844475, "recall-0.05": 0.982265, "recall-0.1": 0.996589, "recall-0.15": 0.997271, "recall-0.25": 0.997271, "recall-0.5": 0.997271, "num_labels": 1466 }, "shoulder_right": { "count": 1461, "mean": 0.016577, "median": 0.014272, "std": 0.01107, "sem": 0.00029, "min": 0.001248, "max": 0.147753, "recall-0.025": 0.833447, "recall-0.05": 0.986348, "recall-0.1": 0.996587, "recall-0.15": 0.99727, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "elbow_left": { "count": 1461, "mean": 0.021948, "median": 0.015896, "std": 0.020832, "sem": 0.000545, "min": 0.00084, "max": 0.281775, "recall-0.025": 0.752901, "recall-0.05": 0.916041, "recall-0.1": 0.990444, "recall-0.15": 0.994539, "recall-0.25": 0.995904, "recall-0.5": 0.99727, "num_labels": 1465 }, "elbow_right": { "count": 1461, "mean": 0.020304, "median": 0.015715, "std": 0.015619, "sem": 0.000409, "min": 0.001752, "max": 0.161231, "recall-0.025": 0.801777, "recall-0.05": 0.945318, "recall-0.1": 0.996582, "recall-0.15": 0.997949, "recall-0.25": 0.998633, "recall-0.5": 0.998633, "num_labels": 1463 }, "wrist_left": { "count": 1431, "mean": 0.03238, "median": 0.015898, "std": 0.048121, "sem": 0.001273, "min": 0.00015, "max": 0.400667, "recall-0.025": 0.698047, "recall-0.05": 0.856346, "recall-0.1": 0.926778, "recall-0.15": 0.961646, "recall-0.25": 0.981869, "recall-0.5": 0.997908, "num_labels": 1434 }, "wrist_right": { "count": 1455, "mean": 0.025471, "median": 0.016112, "std": 0.031698, "sem": 0.000831, "min": 0.001381, "max": 0.279434, "recall-0.025": 0.703297, "recall-0.05": 0.904533, "recall-0.1": 0.971154, "recall-0.15": 0.984203, "recall-0.25": 0.99794, "recall-0.5": 0.999313, "num_labels": 1456 }, "hip_left": { "count": 1461, "mean": 0.035183, "median": 0.030449, "std": 0.023031, "sem": 0.000603, "min": 0.002484, "max": 0.231182, "recall-0.025": 0.346075, "recall-0.05": 0.842321, "recall-0.1": 0.980887, "recall-0.15": 0.991809, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "hip_right": { "count": 1462, "mean": 0.036793, "median": 0.032149, "std": 0.024013, "sem": 0.000628, "min": 0.003239, "max": 0.27157, "recall-0.025": 0.33015, "recall-0.05": 0.804911, "recall-0.1": 0.97749, "recall-0.15": 0.993861, "recall-0.25": 0.996589, "recall-0.5": 0.997271, "num_labels": 1466 }, "knee_left": { "count": 1461, "mean": 0.037426, "median": 0.032762, "std": 0.029219, "sem": 0.000765, "min": 0.00406, "max": 0.464241, "recall-0.025": 0.296928, "recall-0.05": 0.812969, "recall-0.1": 0.979522, "recall-0.15": 0.989078, "recall-0.25": 0.993174, "recall-0.5": 0.99727, "num_labels": 1465 }, "knee_right": { "count": 1455, "mean": 0.03731, "median": 0.031019, "std": 0.025418, "sem": 0.000667, "min": 0.004194, "max": 0.363111, "recall-0.025": 0.371487, "recall-0.05": 0.76902, "recall-0.1": 0.969842, "recall-0.15": 0.994517, "recall-0.25": 0.996573, "recall-0.5": 0.997258, "num_labels": 1459 }, "ankle_left": { "count": 1459, "mean": 0.050406, "median": 0.031859, "std": 0.054672, "sem": 0.001432, "min": 0.003265, "max": 0.439571, "recall-0.025": 0.370472, "recall-0.05": 0.700615, "recall-0.1": 0.882433, "recall-0.15": 0.944634, "recall-0.25": 0.980861, "recall-0.5": 0.997266, "num_labels": 1463 }, "ankle_right": { "count": 1452, "mean": 0.048536, "median": 0.031361, "std": 0.058339, "sem": 0.001532, "min": 0.002507, "max": 0.485436, "recall-0.025": 0.367808, "recall-0.05": 0.757534, "recall-0.1": 0.895205, "recall-0.15": 0.926712, "recall-0.25": 0.974658, "recall-0.5": 0.994521, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.58668, "recall-0.05": 0.86493, "recall-0.1": 0.96551, "recall-0.15": 0.98194, "recall-0.25": 0.99236, "recall-0.5": 0.99726 } } { "total_parts": 20444, "correct_parts": 20243, "pcp": 0.990168 } ``` ##### 3 cameras ```json { "img_loading": 0.0292945, "demosaicing": 0.000700228, "avg_time_2d": 0.0100312, "avg_time_3d": 6.66628e-05, "fps": 92.6094 } { "triangulator_calls": 420, "init_time": 2.95553e-06, "undistort_time": 9.92935e-06, "project_time": 1.49162e-06, "match_time": 7.1829e-06, "pairs_time": 2.24381e-06, "pair_scoring_time": 1.12116e-05, "grouping_time": 2.81234e-06, "full_time": 1.00224e-05, "merge_time": 5.28941e-06, "post_time": 7.89963e-06, "convert_time": 1.68905e-07, "total_time": 6.14426e-05 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1379, "considered_empty": 0, "valid_preds": 1366, "invalid_preds": 13, "missing": 100, "invalid_fraction": 0.00943, "precision": 0.99057, "recall": 0.93179, "f1": 0.96028, "non_empty": 1379 }, "mpjpe": { "count": 1366, "mean": 0.056595, "median": 0.045554, "std": 0.03804, "sem": 0.00103, "min": 0.018518, "max": 0.348157, "recall-0.025": 0.018417, "recall-0.05": 0.547067, "recall-0.1": 0.84925, "recall-0.15": 0.902456, "recall-0.25": 0.925648, "recall-0.5": 0.931787, "num_labels": 1466, "ap-0.025": 0.004947, "ap-0.05": 0.4475, "ap-0.1": 0.826634, "ap-0.15": 0.892219, "ap-0.25": 0.917603, "ap-0.5": 0.924455 }, "nose": { "count": 1365, "mean": 0.023824, "median": 0.018351, "std": 0.017653, "sem": 0.000478, "min": 0.00138, "max": 0.130817, "recall-0.025": 0.611073, "recall-0.05": 0.848257, "recall-0.1": 0.926863, "recall-0.15": 0.933014, "recall-0.25": 0.933014, "recall-0.5": 0.933014, "num_labels": 1463 }, "shoulder_left": { "count": 1366, "mean": 0.020138, "median": 0.016525, "std": 0.014325, "sem": 0.000388, "min": 0.000838, "max": 0.118475, "recall-0.025": 0.701228, "recall-0.05": 0.901774, "recall-0.1": 0.927694, "recall-0.15": 0.931787, "recall-0.25": 0.931787, "recall-0.5": 0.931787, "num_labels": 1466 }, "shoulder_right": { "count": 1365, "mean": 0.022731, "median": 0.017688, "std": 0.018447, "sem": 0.000499, "min": 0.002084, "max": 0.215048, "recall-0.025": 0.653242, "recall-0.05": 0.87372, "recall-0.1": 0.926962, "recall-0.15": 0.928328, "recall-0.25": 0.931741, "recall-0.5": 0.931741, "num_labels": 1465 }, "elbow_left": { "count": 1365, "mean": 0.032839, "median": 0.021354, "std": 0.031501, "sem": 0.000853, "min": 0.00105, "max": 0.2673, "recall-0.025": 0.546758, "recall-0.05": 0.757679, "recall-0.1": 0.877133, "recall-0.15": 0.926962, "recall-0.25": 0.929693, "recall-0.5": 0.931741, "num_labels": 1465 }, "elbow_right": { "count": 1365, "mean": 0.031128, "median": 0.021108, "std": 0.031112, "sem": 0.000842, "min": 0.002016, "max": 0.325627, "recall-0.025": 0.57553, "recall-0.05": 0.788107, "recall-0.1": 0.901572, "recall-0.15": 0.924129, "recall-0.25": 0.930964, "recall-0.5": 0.933014, "num_labels": 1463 }, "wrist_left": { "count": 1336, "mean": 0.052095, "median": 0.02347, "std": 0.063364, "sem": 0.001734, "min": 0.001228, "max": 0.492913, "recall-0.025": 0.486053, "recall-0.05": 0.651325, "recall-0.1": 0.778243, "recall-0.15": 0.837517, "recall-0.25": 0.91841, "recall-0.5": 0.93166, "num_labels": 1434 }, "wrist_right": { "count": 1359, "mean": 0.047294, "median": 0.024005, "std": 0.059423, "sem": 0.001613, "min": 0.001712, "max": 0.353775, "recall-0.025": 0.486951, "recall-0.05": 0.679945, "recall-0.1": 0.820742, "recall-0.15": 0.873626, "recall-0.25": 0.907967, "recall-0.5": 0.933379, "num_labels": 1456 }, "hip_left": { "count": 1365, "mean": 0.042968, "median": 0.037811, "std": 0.026631, "sem": 0.000721, "min": 0.001201, "max": 0.370723, "recall-0.025": 0.201365, "recall-0.05": 0.666894, "recall-0.1": 0.908532, "recall-0.15": 0.927645, "recall-0.25": 0.930375, "recall-0.5": 0.931741, "num_labels": 1465 }, "hip_right": { "count": 1366, "mean": 0.05136, "median": 0.043963, "std": 0.032543, "sem": 0.000881, "min": 0.004905, "max": 0.27157, "recall-0.025": 0.154161, "recall-0.05": 0.542974, "recall-0.1": 0.873806, "recall-0.15": 0.918145, "recall-0.25": 0.929741, "recall-0.5": 0.931787, "num_labels": 1466 }, "knee_left": { "count": 1353, "mean": 0.057829, "median": 0.04077, "std": 0.064952, "sem": 0.001766, "min": 0.003716, "max": 0.396038, "recall-0.025": 0.217065, "recall-0.05": 0.590444, "recall-0.1": 0.837543, "recall-0.15": 0.868259, "recall-0.25": 0.895563, "recall-0.5": 0.923549, "num_labels": 1465 }, "knee_right": { "count": 1350, "mean": 0.063263, "median": 0.045916, "std": 0.063862, "sem": 0.001739, "min": 0.006358, "max": 0.413608, "recall-0.025": 0.141193, "recall-0.05": 0.514736, "recall-0.1": 0.833448, "recall-0.15": 0.860178, "recall-0.25": 0.893763, "recall-0.5": 0.925291, "num_labels": 1459 }, "ankle_left": { "count": 1298, "mean": 0.108053, "median": 0.070214, "std": 0.110487, "sem": 0.003068, "min": 0.002475, "max": 0.497978, "recall-0.025": 0.168148, "recall-0.05": 0.367738, "recall-0.1": 0.576213, "recall-0.15": 0.682843, "recall-0.25": 0.768968, "recall-0.5": 0.887218, "num_labels": 1463 }, "ankle_right": { "count": 1283, "mean": 0.108268, "median": 0.051324, "std": 0.117911, "sem": 0.003293, "min": 0.002089, "max": 0.499606, "recall-0.025": 0.173288, "recall-0.05": 0.426027, "recall-0.1": 0.585616, "recall-0.15": 0.641781, "recall-0.25": 0.743151, "recall-0.5": 0.878767, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.39331, "recall-0.05": 0.66198, "recall-0.1": 0.82854, "recall-0.15": 0.86535, "recall-0.25": 0.89547, "recall-0.5": 0.92296 } } { "total_parts": 20444, "correct_parts": 18282, "pcp": 0.894248 } ``` ##### 7 cameras ```json { "img_loading": 0.0691732, "demosaicing": 0.00157471, "avg_time_2d": 0.0235997, "avg_time_3d": 0.000278223, "fps": 39.2887 } { "triangulator_calls": 420, "init_time": 4.45287e-06, "undistort_time": 2.29917e-05, "project_time": 4.28683e-06, "match_time": 1.83516e-05, "pairs_time": 1.81177e-05, "pair_scoring_time": 7.50915e-05, "grouping_time": 1.66607e-05, "full_time": 6.10801e-05, "merge_time": 2.87935e-05, "post_time": 9.30181e-06, "convert_time": 1.58762e-07, "total_time": 0.000259525 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1516, "considered_empty": 0, "valid_preds": 1463, "invalid_preds": 53, "missing": 3, "invalid_fraction": 0.03496, "precision": 0.96504, "recall": 0.99795, "f1": 0.98122, "non_empty": 1516 }, "mpjpe": { "count": 1463, "mean": 0.02777, "median": 0.024836, "std": 0.010928, "sem": 0.000286, "min": 0.010042, "max": 0.100122, "recall-0.025": 0.508186, "recall-0.05": 0.952933, "recall-0.1": 0.997271, "recall-0.15": 0.997954, "recall-0.25": 0.997954, "recall-0.5": 0.997954, "num_labels": 1466, "ap-0.025": 0.363178, "ap-0.05": 0.931973, "ap-0.1": 0.988724, "ap-0.15": 0.990273, "ap-0.25": 0.990273, "ap-0.5": 0.990273 }, "nose": { "count": 1460, "mean": 0.013217, "median": 0.010495, "std": 0.014266, "sem": 0.000373, "min": 0.002442, "max": 0.276078, "recall-0.025": 0.931647, "recall-0.05": 0.984279, "recall-0.1": 0.995899, "recall-0.15": 0.995899, "recall-0.25": 0.995899, "recall-0.5": 0.997949, "num_labels": 1463 }, "shoulder_left": { "count": 1463, "mean": 0.014306, "median": 0.01258, "std": 0.008789, "sem": 0.00023, "min": 0.000678, "max": 0.066125, "recall-0.025": 0.889495, "recall-0.05": 0.991132, "recall-0.1": 0.997954, "recall-0.15": 0.997954, "recall-0.25": 0.997954, "recall-0.5": 0.997954, "num_labels": 1466 }, "shoulder_right": { "count": 1462, "mean": 0.015837, "median": 0.013118, "std": 0.010557, "sem": 0.000276, "min": 0.000866, "max": 0.108435, "recall-0.025": 0.845734, "recall-0.05": 0.983618, "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": 0.018735, "median": 0.015662, "std": 0.013059, "sem": 0.000342, "min": 0.000432, "max": 0.142625, "recall-0.025": 0.799317, "recall-0.05": 0.96587, "recall-0.1": 0.996587, "recall-0.15": 0.997952, "recall-0.25": 0.997952, "recall-0.5": 0.997952, "num_labels": 1465 }, "elbow_right": { "count": 1460, "mean": 0.018781, "median": 0.015557, "std": 0.013965, "sem": 0.000366, "min": 0.001389, "max": 0.15785, "recall-0.025": 0.840055, "recall-0.05": 0.958305, "recall-0.1": 0.993848, "recall-0.15": 0.997266, "recall-0.25": 0.997949, "recall-0.5": 0.997949, "num_labels": 1463 }, "wrist_left": { "count": 1431, "mean": 0.023223, "median": 0.01503, "std": 0.026136, "sem": 0.000691, "min": 0.000898, "max": 0.222116, "recall-0.025": 0.737099, "recall-0.05": 0.911437, "recall-0.1": 0.967922, "recall-0.15": 0.987448, "recall-0.25": 0.997908, "recall-0.5": 0.997908, "num_labels": 1434 }, "wrist_right": { "count": 1455, "mean": 0.022685, "median": 0.01411, "std": 0.029711, "sem": 0.000779, "min": 0.001174, "max": 0.311362, "recall-0.025": 0.76511, "recall-0.05": 0.923764, "recall-0.1": 0.973901, "recall-0.15": 0.98489, "recall-0.25": 0.996566, "recall-0.5": 0.999313, "num_labels": 1456 }, "hip_left": { "count": 1462, "mean": 0.029493, "median": 0.027594, "std": 0.015436, "sem": 0.000404, "min": 0.001996, "max": 0.12705, "recall-0.025": 0.436177, "recall-0.05": 0.897611, "recall-0.1": 0.995904, "recall-0.15": 0.997952, "recall-0.25": 0.997952, "recall-0.5": 0.997952, "num_labels": 1465 }, "hip_right": { "count": 1463, "mean": 0.032338, "median": 0.028867, "std": 0.01861, "sem": 0.000487, "min": 0.001585, "max": 0.196952, "recall-0.025": 0.389495, "recall-0.05": 0.866985, "recall-0.1": 0.991814, "recall-0.15": 0.994543, "recall-0.25": 0.997954, "recall-0.5": 0.997954, "num_labels": 1466 }, "knee_left": { "count": 1462, "mean": 0.031934, "median": 0.028307, "std": 0.018752, "sem": 0.000491, "min": 0.002743, "max": 0.153637, "recall-0.025": 0.416382, "recall-0.05": 0.864846, "recall-0.1": 0.989078, "recall-0.15": 0.996587, "recall-0.25": 0.997952, "recall-0.5": 0.997952, "num_labels": 1465 }, "knee_right": { "count": 1457, "mean": 0.034476, "median": 0.03083, "std": 0.019836, "sem": 0.00052, "min": 0.002456, "max": 0.205948, "recall-0.025": 0.374914, "recall-0.05": 0.818369, "recall-0.1": 0.986292, "recall-0.15": 0.997944, "recall-0.25": 0.998629, "recall-0.5": 0.998629, "num_labels": 1459 }, "ankle_left": { "count": 1459, "mean": 0.054458, "median": 0.033123, "std": 0.059469, "sem": 0.001557, "min": 0.002262, "max": 0.458662, "recall-0.025": 0.367054, "recall-0.05": 0.663021, "recall-0.1": 0.856459, "recall-0.15": 0.920711, "recall-0.25": 0.978127, "recall-0.5": 0.997266, "num_labels": 1463 }, "ankle_right": { "count": 1455, "mean": 0.049672, "median": 0.029994, "std": 0.06081, "sem": 0.001595, "min": 0.001983, "max": 0.48623, "recall-0.025": 0.381507, "recall-0.05": 0.75274, "recall-0.1": 0.887671, "recall-0.15": 0.933562, "recall-0.25": 0.971918, "recall-0.5": 0.996575, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.62823, "recall-0.05": 0.89073, "recall-0.1": 0.9712, "recall-0.15": 0.98441, "recall-0.25": 0.99384, "recall-0.5": 0.99747 } } { "total_parts": 20444, "correct_parts": 20328, "pcp": 0.994326 } ``` ##### 10 cameras ```json { "img_loading": 0.0918391, "demosaicing": 0.00234244, "avg_time_2d": 0.032068, "avg_time_3d": 0.000509022, "fps": 28.6373 } { "triangulator_calls": 420, "init_time": 5.07809e-06, "undistort_time": 3.17605e-05, "project_time": 6.21849e-06, "match_time": 2.64733e-05, "pairs_time": 4.0161e-05, "pair_scoring_time": 0.000154257, "grouping_time": 3.21627e-05, "full_time": 0.000113045, "merge_time": 5.76427e-05, "post_time": 9.86215e-06, "convert_time": 1.75738e-07, "total_time": 0.000477074 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1507, "considered_empty": 0, "valid_preds": 1465, "invalid_preds": 42, "missing": 1, "invalid_fraction": 0.02787, "precision": 0.97213, "recall": 0.99932, "f1": 0.98554, "non_empty": 1507 }, "mpjpe": { "count": 1465, "mean": 0.023772, "median": 0.021615, "std": 0.008777, "sem": 0.000229, "min": 0.009663, "max": 0.096886, "recall-0.025": 0.683492, "recall-0.05": 0.982947, "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": 0.586004, "ap-0.05": 0.975414, "ap-0.1": 0.996807, "ap-0.15": 0.996807, "ap-0.25": 0.996807, "ap-0.5": 0.996807 }, "nose": { "count": 1462, "mean": 0.010782, "median": 0.009544, "std": 0.007008, "sem": 0.000183, "min": 0.001122, "max": 0.086262, "recall-0.025": 0.976077, "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": 0.012724, "median": 0.010939, "std": 0.008208, "sem": 0.000215, "min": 0.000842, "max": 0.087706, "recall-0.025": 0.927694, "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": 0.013941, "median": 0.012155, "std": 0.008239, "sem": 0.000215, "min": 0.001171, "max": 0.080622, "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": 0.016635, "median": 0.014151, "std": 0.010417, "sem": 0.000272, "min": 0.001207, "max": 0.104334, "recall-0.025": 0.847782, "recall-0.05": 0.98157, "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": 0.015649, "median": 0.013987, "std": 0.011082, "sem": 0.00029, "min": 0.001251, "max": 0.166764, "recall-0.025": 0.917293, "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": 0.011812, "std": 0.018503, "sem": 0.000489, "min": 0.000716, "max": 0.179281, "recall-0.025": 0.875174, "recall-0.05": 0.964435, "recall-0.1": 0.984658, "recall-0.15": 0.994421, "recall-0.25": 0.999303, "recall-0.5": 0.999303, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.016116, "median": 0.012142, "std": 0.016424, "sem": 0.000431, "min": 0.000362, "max": 0.236957, "recall-0.025": 0.864011, "recall-0.05": 0.969093, "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": 0.027235, "median": 0.0248, "std": 0.014897, "sem": 0.000389, "min": 0.002087, "max": 0.11068, "recall-0.025": 0.50785, "recall-0.05": 0.930375, "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": 0.027224, "median": 0.025357, "std": 0.01308, "sem": 0.000342, "min": 0.001421, "max": 0.161695, "recall-0.025": 0.49045, "recall-0.05": 0.954297, "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": 0.02793, "median": 0.025703, "std": 0.014731, "sem": 0.000385, "min": 0.001888, "max": 0.107717, "recall-0.025": 0.478498, "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": 0.031086, "median": 0.027085, "std": 0.018138, "sem": 0.000475, "min": 0.001948, "max": 0.159891, "recall-0.025": 0.43523, "recall-0.05": 0.881426, "recall-0.1": 0.988348, "recall-0.15": 0.998629, "recall-0.25": 0.999315, "recall-0.5": 0.999315, "num_labels": 1459 }, "ankle_left": { "count": 1461, "mean": 0.046212, "median": 0.029973, "std": 0.04745, "sem": 0.001242, "min": 0.002652, "max": 0.385631, "recall-0.025": 0.41285, "recall-0.05": 0.711552, "recall-0.1": 0.900889, "recall-0.15": 0.947368, "recall-0.25": 0.991114, "recall-0.5": 0.998633, "num_labels": 1463 }, "ankle_right": { "count": 1458, "mean": 0.045464, "median": 0.027247, "std": 0.054105, "sem": 0.001417, "min": 0.002526, "max": 0.431889, "recall-0.025": 0.44863, "recall-0.05": 0.776027, "recall-0.1": 0.9, "recall-0.15": 0.941781, "recall-0.25": 0.981507, "recall-0.5": 0.99863, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.69831, "recall-0.05": 0.92765, "recall-0.1": 0.98067, "recall-0.15": 0.98973, "recall-0.25": 0.997, "recall-0.5": 0.99889 } } { "total_parts": 20444, "correct_parts": 20388, "pcp": 0.997261 } ``` ##### 31 cameras ```json { "img_loading": 0.319281, "demosaicing": 0.0108859, "avg_time_2d": 0.097923, "avg_time_3d": 0.00507466, "fps": 8.7809 } { "triangulator_calls": 420, "init_time": 1.43217e-05, "undistort_time": 9.91696e-05, "project_time": 1.87331e-05, "match_time": 8.19258e-05, "pairs_time": 0.000455438, "pair_scoring_time": 0.0021466, "grouping_time": 0.000299827, "full_time": 0.00104798, "merge_time": 0.00067489, "post_time": 1.1215e-05, "convert_time": 1.93167e-07, "total_time": 0.00485053 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1507, "considered_empty": 0, "valid_preds": 1465, "invalid_preds": 42, "missing": 1, "invalid_fraction": 0.02787, "precision": 0.97213, "recall": 0.99932, "f1": 0.98554, "non_empty": 1507 }, "mpjpe": { "count": 1465, "mean": 0.019183, "median": 0.017921, "std": 0.006796, "sem": 0.000178, "min": 0.008759, "max": 0.110571, "recall-0.025": 0.845839, "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": 0.790961, "ap-0.05": 0.988824, "ap-0.1": 0.991856, "ap-0.15": 0.993465, "ap-0.25": 0.993465, "ap-0.5": 0.993465 }, "nose": { "count": 1462, "mean": 0.009202, "median": 0.008072, "std": 0.006421, "sem": 0.000168, "min": 0.000316, "max": 0.078737, "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": 0.010479, "median": 0.009473, "std": 0.006154, "sem": 0.000161, "min": 0.000509, "max": 0.055245, "recall-0.025": 0.965894, "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": 0.012072, "median": 0.010542, "std": 0.00732, "sem": 0.000191, "min": 0.001145, "max": 0.131999, "recall-0.025": 0.958362, "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": 0.01323, "median": 0.01193, "std": 0.007403, "sem": 0.000194, "min": 0.001236, "max": 0.064667, "recall-0.025": 0.939932, "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": 0.013621, "median": 0.012222, "std": 0.008791, "sem": 0.00023, "min": 0.000584, "max": 0.179166, "recall-0.025": 0.93985, "recall-0.05": 0.990431, "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": 0.014097, "median": 0.010201, "std": 0.016478, "sem": 0.000435, "min": 0.000725, "max": 0.147509, "recall-0.025": 0.900279, "recall-0.05": 0.970711, "recall-0.1": 0.990237, "recall-0.15": 0.999303, "recall-0.25": 0.999303, "recall-0.5": 0.999303, "num_labels": 1434 }, "wrist_right": { "count": 1456, "mean": 0.014067, "median": 0.010358, "std": 0.013166, "sem": 0.000345, "min": 0.000904, "max": 0.104131, "recall-0.025": 0.89011, "recall-0.05": 0.975275, "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": 0.021179, "median": 0.018677, "std": 0.011676, "sem": 0.000305, "min": 0.001625, "max": 0.087413, "recall-0.025": 0.743345, "recall-0.05": 0.96587, "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": 0.022227, "median": 0.021685, "std": 0.011141, "sem": 0.000291, "min": 0.001131, "max": 0.241688, "recall-0.025": 0.626876, "recall-0.05": 0.991132, "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": 0.022631, "median": 0.021197, "std": 0.011455, "sem": 0.000299, "min": 0.001447, "max": 0.11389, "recall-0.025": 0.645051, "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": 0.025106, "median": 0.023777, "std": 0.015218, "sem": 0.000399, "min": 0.001766, "max": 0.177469, "recall-0.025": 0.543523, "recall-0.05": 0.967101, "recall-0.1": 0.989719, "recall-0.15": 0.997944, "recall-0.25": 0.999315, "recall-0.5": 0.999315, "num_labels": 1459 }, "ankle_left": { "count": 1462, "mean": 0.034903, "median": 0.023878, "std": 0.031775, "sem": 0.000831, "min": 0.001969, "max": 0.245439, "recall-0.025": 0.527683, "recall-0.05": 0.805878, "recall-0.1": 0.93985, "recall-0.15": 0.993165, "recall-0.25": 0.999316, "recall-0.5": 0.999316, "num_labels": 1463 }, "ankle_right": { "count": 1458, "mean": 0.035343, "median": 0.024611, "std": 0.032968, "sem": 0.000864, "min": 0.001251, "max": 0.285853, "recall-0.025": 0.508904, "recall-0.05": 0.787671, "recall-0.1": 0.94589, "recall-0.15": 0.981507, "recall-0.25": 0.99726, "recall-0.5": 0.99863, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.78231, "recall-0.05": 0.95492, "recall-0.1": 0.98836, "recall-0.15": 0.99705, "recall-0.25": 0.99879, "recall-0.5": 0.99889 } } { "total_parts": 20444, "correct_parts": 20407, "pcp": 0.99819 } ``` ### IkeaAsm ```json { "img_loading": 0.0333032, "demosaicing": 0.000678538, "avg_time_2d": 0.00855362, "avg_time_3d": 3.34318e-05, "fps": 107.926 } { "triangulator_calls": 479, "init_time": 2.85557e-06, "undistort_time": 5.00831e-06, "project_time": 1.57223e-08, "match_time": 1.63528e-08, "pairs_time": 2.45347e-07, "pair_scoring_time": 8.26703e-06, "grouping_time": 1.86644e-06, "full_time": 3.91752e-06, "merge_time": 1.97073e-06, "post_time": 5.02243e-06, "convert_time": 6.73194e-08, "total_time": 2.94875e-05 } { "person_nums": { "total_frames": 479, "total_labels": 479, "total_preds": 536, "considered_empty": 0, "valid_preds": 450, "invalid_preds": 86, "missing": 29, "invalid_fraction": 0.16045, "precision": 0.83955, "recall": 0.93946, "f1": 0.8867, "non_empty": 536 }, "mpjpe": { "count": 450, "mean": 0.069548, "median": 0.053796, "std": 0.046737, "sem": 0.002206, "min": 0.018892, "max": 0.466521, "recall-0.025": 0.029228, "recall-0.05": 0.411273, "recall-0.1": 0.772443, "recall-0.15": 0.895616, "recall-0.25": 0.931106, "recall-0.5": 0.939457, "num_labels": 479, "ap-0.025": 0.000907, "ap-0.05": 0.188984, "ap-0.1": 0.601213, "ap-0.15": 0.797465, "ap-0.25": 0.858608, "ap-0.5": 0.869387 }, "head": { "count": 427, "mean": 0.038565, "median": 0.033179, "std": 0.030443, "sem": 0.001475, "min": 0.001558, "max": 0.409887, "recall-0.025": 0.30531, "recall-0.05": 0.730088, "recall-0.1": 0.933628, "recall-0.15": 0.938053, "recall-0.25": 0.940265, "recall-0.5": 0.94469, "num_labels": 452 }, "shoulder_left": { "count": 428, "mean": 0.042418, "median": 0.03683, "std": 0.020828, "sem": 0.001008, "min": 0.009033, "max": 0.211904, "recall-0.025": 0.11674, "recall-0.05": 0.718062, "recall-0.1": 0.92511, "recall-0.15": 0.940529, "recall-0.25": 0.942731, "recall-0.5": 0.942731, "num_labels": 454 }, "shoulder_right": { "count": 439, "mean": 0.028957, "median": 0.027681, "std": 0.009688, "sem": 0.000463, "min": 0.003649, "max": 0.072742, "recall-0.025": 0.357602, "recall-0.05": 0.907923, "recall-0.1": 0.940043, "recall-0.15": 0.940043, "recall-0.25": 0.940043, "recall-0.5": 0.940043, "num_labels": 467 }, "elbow_left": { "count": 416, "mean": 0.032055, "median": 0.024549, "std": 0.024764, "sem": 0.001216, "min": 0.002712, "max": 0.194997, "recall-0.025": 0.491991, "recall-0.05": 0.810069, "recall-0.1": 0.924485, "recall-0.15": 0.949657, "recall-0.25": 0.951945, "recall-0.5": 0.951945, "num_labels": 437 }, "elbow_right": { "count": 418, "mean": 0.026785, "median": 0.024022, "std": 0.018091, "sem": 0.000886, "min": 0.001053, "max": 0.195409, "recall-0.025": 0.514739, "recall-0.05": 0.879819, "recall-0.1": 0.943311, "recall-0.15": 0.943311, "recall-0.25": 0.947846, "recall-0.5": 0.947846, "num_labels": 441 }, "wrist_left": { "count": 410, "mean": 0.032896, "median": 0.026993, "std": 0.025916, "sem": 0.001281, "min": 0.002241, "max": 0.233265, "recall-0.025": 0.412844, "recall-0.05": 0.816514, "recall-0.1": 0.919725, "recall-0.15": 0.926606, "recall-0.25": 0.940367, "recall-0.5": 0.940367, "num_labels": 436 }, "wrist_right": { "count": 420, "mean": 0.028259, "median": 0.023784, "std": 0.029343, "sem": 0.001433, "min": 0.002123, "max": 0.396389, "recall-0.025": 0.502242, "recall-0.05": 0.890135, "recall-0.1": 0.923767, "recall-0.15": 0.930493, "recall-0.25": 0.939462, "recall-0.5": 0.941704, "num_labels": 446 }, "hip_left": { "count": 300, "mean": 0.101259, "median": 0.09611, "std": 0.035117, "sem": 0.002031, "min": 0.023338, "max": 0.342152, "recall-0.025": 0.003185, "recall-0.05": 0.025478, "recall-0.1": 0.55414, "recall-0.15": 0.89172, "recall-0.25": 0.942675, "recall-0.5": 0.955414, "num_labels": 314 }, "hip_right": { "count": 247, "mean": 0.082515, "median": 0.080743, "std": 0.03141, "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": 251, "mean": 0.1059, "median": 0.089904, "std": 0.071384, "sem": 0.004515, "min": 0.012383, "max": 0.481831, "recall-0.025": 0.01087, "recall-0.05": 0.105072, "recall-0.1": 0.532609, "recall-0.15": 0.768116, "recall-0.25": 0.884058, "recall-0.5": 0.90942, "num_labels": 276 }, "knee_right": { "count": 198, "mean": 0.077039, "median": 0.054873, "std": 0.077159, "sem": 0.005497, "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": 86, "mean": 0.240931, "median": 0.234565, "std": 0.122027, "sem": 0.013236, "min": 0.02336, "max": 0.478584, "recall-0.025": 0.007576, "recall-0.05": 0.037879, "recall-0.1": 0.090909, "recall-0.15": 0.159091, "recall-0.25": 0.363636, "recall-0.5": 0.651515, "num_labels": 132 }, "ankle_right": { "count": 71, "mean": 0.226365, "median": 0.210912, "std": 0.129179, "sem": 0.01544, "min": 0.02477, "max": 0.489598, "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": 0.27305, "recall-0.05": 0.6105, "recall-0.1": 0.81467, "recall-0.15": 0.87413, "recall-0.25": 0.90038, "recall-0.5": 0.92035 } } { "total_parts": 4313, "correct_parts": 3919, "pcp": 0.908648 } ``` ### CHI3D ```json { "img_loading": 0.0171398, "demosaicing": 0.000533731, "avg_time_2d": 0.0099556, "avg_time_3d": 6.45742e-05, "fps": 94.7516 } { "triangulator_calls": 390, "init_time": 3.53722e-06, "undistort_time": 7.38996e-06, "project_time": 1.39629e-06, "match_time": 3.33981e-06, "pairs_time": 6.35672e-07, "pair_scoring_time": 1.2211e-05, "grouping_time": 2.98935e-06, "full_time": 1.48329e-05, "merge_time": 5.91435e-06, "post_time": 6.31177e-06, "convert_time": 9.48846e-08, "total_time": 5.88911e-05 } { "person_nums": { "total_frames": 390, "total_labels": 780, "total_preds": 777, "considered_empty": 0, "valid_preds": 777, "invalid_preds": 0, "missing": 3, "invalid_fraction": 0.0, "precision": 1.0, "recall": 0.99615, "f1": 0.99807, "non_empty": 777 }, "mpjpe": { "count": 777, "mean": 0.059751, "median": 0.057631, "std": 0.011573, "sem": 0.000415, "min": 0.043081, "max": 0.161047, "recall-0.025": 0.0, "recall-0.05": 0.058974, "recall-0.1": 0.987179, "recall-0.15": 0.992308, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780, "ap-0.025": 0.0, "ap-0.05": 0.004978, "ap-0.1": 0.987017, "ap-0.15": 0.992192, "ap-0.25": 0.996154, "ap-0.5": 0.996154 }, "head": { "count": 777, "mean": 0.032729, "median": 0.028888, "std": 0.017724, "sem": 0.000636, "min": 0.003336, "max": 0.236729, "recall-0.025": 0.369231, "recall-0.05": 0.838462, "recall-0.1": 0.992308, "recall-0.15": 0.994872, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "shoulder_left": { "count": 777, "mean": 0.063705, "median": 0.061636, "std": 0.022704, "sem": 0.000815, "min": 0.003706, "max": 0.192847, "recall-0.025": 0.010256, "recall-0.05": 0.310256, "recall-0.1": 0.961538, "recall-0.15": 0.992308, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "shoulder_right": { "count": 777, "mean": 0.064214, "median": 0.062251, "std": 0.017583, "sem": 0.000631, "min": 0.00645, "max": 0.133633, "recall-0.025": 0.014103, "recall-0.05": 0.174359, "recall-0.1": 0.961538, "recall-0.15": 0.996154, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "elbow_left": { "count": 776, "mean": 0.055889, "median": 0.048272, "std": 0.027449, "sem": 0.000986, "min": 0.015892, "max": 0.295215, "recall-0.025": 0.017949, "recall-0.05": 0.535897, "recall-0.1": 0.932051, "recall-0.15": 0.979487, "recall-0.25": 0.992308, "recall-0.5": 0.994872, "num_labels": 780 }, "elbow_right": { "count": 777, "mean": 0.064095, "median": 0.061518, "std": 0.02484, "sem": 0.000892, "min": 0.015015, "max": 0.216922, "recall-0.025": 0.001282, "recall-0.05": 0.280769, "recall-0.1": 0.941026, "recall-0.15": 0.969231, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "wrist_left": { "count": 774, "mean": 0.048141, "median": 0.043293, "std": 0.034124, "sem": 0.001227, "min": 0.006671, "max": 0.430452, "recall-0.025": 0.133333, "recall-0.05": 0.674359, "recall-0.1": 0.947436, "recall-0.15": 0.978205, "recall-0.25": 0.987179, "recall-0.5": 0.992308, "num_labels": 780 }, "wrist_right": { "count": 771, "mean": 0.065368, "median": 0.064564, "std": 0.03443, "sem": 0.001241, "min": 0.013844, "max": 0.282031, "recall-0.025": 0.016667, "recall-0.05": 0.342308, "recall-0.1": 0.923077, "recall-0.15": 0.960256, "recall-0.25": 0.985897, "recall-0.5": 0.988462, "num_labels": 780 }, "hip_left": { "count": 777, "mean": 0.083444, "median": 0.084359, "std": 0.020428, "sem": 0.000733, "min": 0.027865, "max": 0.144259, "recall-0.025": 0.0, "recall-0.05": 0.061538, "recall-0.1": 0.783333, "recall-0.15": 0.996154, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "hip_right": { "count": 777, "mean": 0.105743, "median": 0.104462, "std": 0.018111, "sem": 0.00065, "min": 0.05627, "max": 0.17111, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.389744, "recall-0.15": 0.978205, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "knee_left": { "count": 777, "mean": 0.048228, "median": 0.046753, "std": 0.019927, "sem": 0.000715, "min": 0.012707, "max": 0.202218, "recall-0.025": 0.057692, "recall-0.05": 0.616667, "recall-0.1": 0.953846, "recall-0.15": 0.991026, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "knee_right": { "count": 777, "mean": 0.052412, "median": 0.05017, "std": 0.018144, "sem": 0.000651, "min": 0.01206, "max": 0.132138, "recall-0.025": 0.021795, "recall-0.05": 0.489744, "recall-0.1": 0.982051, "recall-0.15": 0.996154, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "ankle_left": { "count": 777, "mean": 0.049664, "median": 0.046727, "std": 0.01492, "sem": 0.000536, "min": 0.014128, "max": 0.175912, "recall-0.025": 0.008974, "recall-0.05": 0.638462, "recall-0.1": 0.980769, "recall-0.15": 0.99359, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "ankle_right": { "count": 777, "mean": 0.034181, "median": 0.030198, "std": 0.015575, "sem": 0.000559, "min": 0.007645, "max": 0.160324, "recall-0.025": 0.292308, "recall-0.05": 0.870513, "recall-0.1": 0.99359, "recall-0.15": 0.994872, "recall-0.25": 0.996154, "recall-0.5": 0.996154, "num_labels": 780 }, "joint_recalls": { "num_labels": 10140, "recall-0.025": 0.07209, "recall-0.05": 0.44832, "recall-0.1": 0.90256, "recall-0.15": 0.9858, "recall-0.25": 0.99418, "recall-0.5": 0.99517 } } { "total_parts": 10920, "correct_parts": 10776, "pcp": 0.986813 } ``` ### Tsinghua ```json { "img_loading": 0.107621, "demosaicing": 0.00276719, "avg_time_2d": 0.0182223, "avg_time_3d": 0.000181552, "fps": 47.2343 } { "triangulator_calls": 210, "init_time": 3.61917e-06, "undistort_time": 1.62847e-05, "project_time": 2.65801e-06, "match_time": 1.00396e-05, "pairs_time": 5.07824e-06, "pair_scoring_time": 4.18499e-05, "grouping_time": 1.24074e-05, "full_time": 4.94618e-05, "merge_time": 2.10141e-05, "post_time": 7.96508e-06, "convert_time": 1.33171e-07, "total_time": 0.000170749 } { "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": 0.052822, "median": 0.048901, "std": 0.017798, "sem": 0.00071, "min": 0.030026, "max": 0.140544, "recall-0.025": 0.0, "recall-0.05": 0.549206, "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": 0.363228, "ap-0.1": 0.948697, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 598, "mean": 0.039499, "median": 0.037655, "std": 0.012398, "sem": 0.000507, "min": 0.015282, "max": 0.093636, "recall-0.025": 0.102007, "recall-0.05": 0.804348, "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": 0.058967, "median": 0.056501, "std": 0.018046, "sem": 0.00072, "min": 0.021049, "max": 0.13335, "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": 0.06143, "median": 0.061029, "std": 0.019247, "sem": 0.000767, "min": 0.015158, "max": 0.129927, "recall-0.025": 0.004762, "recall-0.05": 0.334921, "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": 0.049694, "median": 0.04674, "std": 0.019761, "sem": 0.000788, "min": 0.004776, "max": 0.150097, "recall-0.025": 0.063492, "recall-0.05": 0.580952, "recall-0.1": 0.979365, "recall-0.15": 0.998413, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "elbow_right": { "count": 629, "mean": 0.049361, "median": 0.046448, "std": 0.024362, "sem": 0.000972, "min": 0.00534, "max": 0.167672, "recall-0.025": 0.128776, "recall-0.05": 0.588235, "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": 0.046061, "median": 0.040686, "std": 0.024542, "sem": 0.000979, "min": 0.004704, "max": 0.17701, "recall-0.025": 0.157143, "recall-0.05": 0.660317, "recall-0.1": 0.960317, "recall-0.15": 0.995238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 630 }, "wrist_right": { "count": 625, "mean": 0.050742, "median": 0.046406, "std": 0.023755, "sem": 0.000951, "min": 0.007026, "max": 0.225441, "recall-0.025": 0.0896, "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": 0.052194, "median": 0.048885, "std": 0.02136, "sem": 0.000852, "min": 0.004154, "max": 0.146755, "recall-0.025": 0.05873, "recall-0.05": 0.526984, "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": 0.053081, "median": 0.049733, "std": 0.02405, "sem": 0.00096, "min": 0.00992, "max": 0.129218, "recall-0.025": 0.114467, "recall-0.05": 0.502385, "recall-0.1": 0.955485, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 629 }, "knee_left": { "count": 628, "mean": 0.047936, "median": 0.036391, "std": 0.046826, "sem": 0.00187, "min": 0.007665, "max": 0.367525, "recall-0.025": 0.232484, "recall-0.05": 0.719745, "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": 0.055006, "median": 0.037933, "std": 0.071761, "sem": 0.002864, "min": 0.004541, "max": 0.495748, "recall-0.025": 0.216216, "recall-0.05": 0.715421, "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": 0.057236, "median": 0.043058, "std": 0.069902, "sem": 0.002812, "min": 0.010858, "max": 0.487315, "recall-0.025": 0.092084, "recall-0.05": 0.678514, "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": 0.047205, "median": 0.041586, "std": 0.044335, "sem": 0.001808, "min": 0.004139, "max": 0.447056, "recall-0.025": 0.172026, "recall-0.05": 0.694534, "recall-0.1": 0.940514, "recall-0.15": 0.951768, "recall-0.25": 0.954984, "recall-0.5": 0.967846, "num_labels": 622 }, "joint_recalls": { "num_labels": 8129, "recall-0.025": 0.1101, "recall-0.05": 0.59195, "recall-0.1": 0.96014, "recall-0.15": 0.98487, "recall-0.25": 0.98917, "recall-0.5": 0.99754 } } { "total_parts": 8725, "correct_parts": 8613, "pcp": 0.987163 } ``` ### H3WB ##### default joints ```json { "img_loading": 0.0235913, "demosaicing": 0.000629685, "avg_time_2d": 0.00831252, "avg_time_3d": 3.5924e-05, "fps": 111.382 } { "triangulator_calls": 200, "init_time": 2.50549e-06, "undistort_time": 3.82929e-06, "project_time": 1.548e-08, "match_time": 1.6865e-08, "pairs_time": 1.9984e-07, "pair_scoring_time": 6.28122e-06, "grouping_time": 1.34159e-06, "full_time": 7.70199e-06, "merge_time": 3.25516e-06, "post_time": 4.86803e-06, "convert_time": 5.664e-08, "total_time": 3.03064e-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": 0.023651, "median": 0.022282, "std": 0.008704, "sem": 0.000617, "min": 0.010617, "max": 0.07701, "recall-0.025": 0.67, "recall-0.05": 0.985, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200, "ap-0.025": 0.587964, "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": 0.037471, "median": 0.025849, "std": 0.033736, "sem": 0.002391, "min": 0.003578, "max": 0.182061, "recall-0.025": 0.48, "recall-0.05": 0.77, "recall-0.1": 0.92, "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": 0.016913, "std": 0.011441, "sem": 0.000811, "min": 0.003239, "max": 0.068476, "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": 0.024473, "median": 0.022001, "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": 0.016917, "median": 0.014005, "std": 0.012098, "sem": 0.000858, "min": 0.002057, "max": 0.083023, "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": 0.021862, "median": 0.016362, "std": 0.01859, "sem": 0.001318, "min": 0.001919, "max": 0.113716, "recall-0.025": 0.68, "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": 0.024778, "median": 0.017865, "std": 0.032387, "sem": 0.002296, "min": 0.000992, "max": 0.31434, "recall-0.025": 0.675, "recall-0.05": 0.935, "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": 0.027136, "median": 0.020619, "std": 0.023658, "sem": 0.001677, "min": 0.001005, "max": 0.184163, "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": 0.033183, "median": 0.029266, "std": 0.018397, "sem": 0.001304, "min": 0.007033, "max": 0.150463, "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": 0.030501, "median": 0.029556, "std": 0.01442, "sem": 0.001022, "min": 0.002675, "max": 0.075937, "recall-0.025": 0.37, "recall-0.05": 0.9, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_left": { "count": 200, "mean": 0.021163, "median": 0.014626, "std": 0.028913, "sem": 0.00205, "min": 0.002767, "max": 0.277156, "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": 0.017396, "median": 0.013855, "std": 0.01809, "sem": 0.001282, "min": 0.001389, "max": 0.180907, "recall-0.025": 0.83, "recall-0.05": 0.985, "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": 0.015375, "median": 0.011036, "std": 0.023223, "sem": 0.001646, "min": 0.001616, "max": 0.260494, "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": 0.017668, "median": 0.010219, "std": 0.031758, "sem": 0.002251, "min": 0.00132, "max": 0.333612, "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": 0.67577, "recall-0.05": 0.92346, "recall-0.1": 0.98462, "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": 0.0234196, "demosaicing": 0.000593971, "avg_time_2d": 0.0114823, "avg_time_3d": 0.000122483, "fps": 81.9754 } { "triangulator_calls": 200, "init_time": 2.87368e-06, "undistort_time": 2.52289e-05, "project_time": 1.6155e-08, "match_time": 1.621e-08, "pairs_time": 1.89415e-07, "pair_scoring_time": 5.94676e-06, "grouping_time": 1.37823e-06, "full_time": 4.40063e-05, "merge_time": 1.42778e-05, "post_time": 2.30319e-05, "convert_time": 3.4937e-07, "total_time": 0.000117547 } { "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": 0.04567, "median": 0.042488, "std": 0.01579, "sem": 0.001119, "min": 0.02021, "max": 0.097066, "recall-0.025": 0.025, "recall-0.05": 0.715, "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": 0.01062, "ap-0.05": 0.62701, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.047652, "median": 0.031058, "std": 0.040438, "sem": 0.002867, 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"max": 0.053146, "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": 0.032468, "median": 0.029463, "std": 0.018886, "sem": 0.001339, "min": 0.001835, "max": 0.129751, "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": 0.029205, "median": 0.022467, "std": 0.025707, "sem": 0.001822, "min": 0.002735, "max": 0.193735, "num_labels": 5200 }, "face": { "count": 13596, "mean": 0.05414, "median": 0.038586, "std": 0.044177, "sem": 0.003132, "min": 0.004212, "max": 0.266198, "num_labels": 13600 }, "hand": { "count": 8400, "mean": 0.041889, "median": 0.025037, "std": 0.049287, "sem": 0.003494, "min": 0.002704, "max": 0.346637, "num_labels": 8400 } }, "joint_recalls": { "num_labels": 27200, "recall-0.025": 0.45827, "recall-0.05": 0.70857, "recall-0.1": 0.88331, "recall-0.15": 0.95658, "recall-0.25": 0.9936, "recall-0.5": 0.99985 } } { "total_parts": 2800, "correct_parts": 2791, "pcp": 0.996786 } ``` ### EgoHumans ##### tagging ```json { "img_loading": 0.293049, "demosaicing": 0.0109994, "avg_time_2d": 0.0272442, "avg_time_3d": 0.000297134, "fps": 25.9465 } { "triangulator_calls": 100, "init_time": 4.32242e-06, "undistort_time": 2.36708e-05, "project_time": 5.92112e-06, "match_time": 1.92183e-05, "pairs_time": 1.83692e-05, "pair_scoring_time": 7.12365e-05, "grouping_time": 2.763e-05, "full_time": 6.86531e-05, "merge_time": 3.18226e-05, "post_time": 1.03394e-05, "convert_time": 1.8829e-07, "total_time": 0.000281607 } { "person_nums": { "total_frames": 100, "total_labels": 400, "total_preds": 415, "considered_empty": 0, "valid_preds": 399, "invalid_preds": 16, "missing": 1, "invalid_fraction": 0.03855, "precision": 0.96145, "recall": 0.9975, "f1": 0.97914, "non_empty": 415 }, "mpjpe": { "count": 399, "mean": 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"median": 0.031493, "std": 0.03247, "sem": 0.001628, "min": 0.002905, "max": 0.276902, "recall-0.025": 0.3225, "recall-0.05": 0.815, "recall-0.1": 0.9575, "recall-0.15": 0.98, "recall-0.25": 0.9925, "recall-0.5": 0.9975, "num_labels": 400 }, "elbow_left": { "count": 399, "mean": 0.029102, "median": 0.024391, "std": 0.029221, "sem": 0.001465, "min": 0.003375, "max": 0.38953, "recall-0.025": 0.52, "recall-0.05": 0.93, "recall-0.1": 0.975, "recall-0.15": 0.9875, "recall-0.25": 0.9925, "recall-0.5": 0.9975, "num_labels": 400 }, "elbow_right": { "count": 399, "mean": 0.036403, "median": 0.028878, "std": 0.032176, "sem": 0.001613, "min": 0.00479, "max": 0.324817, "recall-0.025": 0.4075, "recall-0.05": 0.83, "recall-0.1": 0.965, "recall-0.15": 0.985, "recall-0.25": 0.99, "recall-0.5": 0.9975, "num_labels": 400 }, "wrist_left": { "count": 399, "mean": 0.035863, "median": 0.027169, "std": 0.031843, "sem": 0.001596, "min": 0.002868, "max": 0.283793, "recall-0.025": 0.45, "recall-0.05": 0.835, "recall-0.1": 0.9525, "recall-0.15": 0.9825, "recall-0.25": 0.9925, "recall-0.5": 0.9975, "num_labels": 400 }, "wrist_right": { "count": 398, "mean": 0.04469, "median": 0.02742, "std": 0.051664, "sem": 0.002593, "min": 0.002935, "max": 0.45148, "recall-0.025": 0.435, "recall-0.05": 0.7575, "recall-0.1": 0.9025, "recall-0.15": 0.945, "recall-0.25": 0.985, "recall-0.5": 0.995, "num_labels": 400 }, "hip_left": { "count": 399, "mean": 0.045965, "median": 0.038335, "std": 0.028662, "sem": 0.001437, "min": 0.006071, "max": 0.165726, "recall-0.025": 0.2475, "recall-0.05": 0.675, "recall-0.1": 0.9475, "recall-0.15": 0.995, "recall-0.25": 0.9975, "recall-0.5": 0.9975, "num_labels": 400 }, "hip_right": { "count": 399, "mean": 0.051312, "median": 0.037656, "std": 0.042706, "sem": 0.002141, "min": 0.002339, "max": 0.26692, "recall-0.025": 0.2575, "recall-0.05": 0.6675, "recall-0.1": 0.8725, "recall-0.15": 0.945, "recall-0.25": 0.995, "recall-0.5": 0.9975, "num_labels": 400 }, "knee_left": { "count": 399, "mean": 0.041604, "median": 0.026238, "std": 0.054874, "sem": 0.002751, "min": 0.002518, "max": 0.460411, "recall-0.025": 0.4725, "recall-0.05": 0.83, "recall-0.1": 0.935, "recall-0.15": 0.955, "recall-0.25": 0.9875, "recall-0.5": 0.9975, "num_labels": 400 }, "knee_right": { "count": 393, "mean": 0.050549, "median": 0.02574, "std": 0.086051, "sem": 0.004346, "min": 0.001908, "max": 0.491857, "recall-0.025": 0.4775, "recall-0.05": 0.7925, "recall-0.1": 0.905, "recall-0.15": 0.9175, "recall-0.25": 0.9275, "recall-0.5": 0.9825, "num_labels": 400 }, "ankle_left": { "count": 393, "mean": 0.045179, "median": 0.025352, "std": 0.06552, "sem": 0.003309, "min": 0.001894, "max": 0.472042, "recall-0.025": 0.4825, "recall-0.05": 0.7725, "recall-0.1": 0.9025, "recall-0.15": 0.9375, "recall-0.25": 0.9525, "recall-0.5": 0.9825, "num_labels": 400 }, "ankle_right": { "count": 379, "mean": 0.071374, "median": 0.030655, "std": 0.10233, "sem": 0.005263, "min": 0.003144, "max": 0.481312, "recall-0.025": 0.39, "recall-0.05": 0.65, "recall-0.1": 0.78, "recall-0.15": 0.8075, "recall-0.25": 0.8775, "recall-0.5": 0.9475, "num_labels": 400 }, "joint_recalls": { "num_labels": 5200, "recall-0.025": 0.38654, "recall-0.05": 0.77692, "recall-0.1": 0.92654, "recall-0.15": 0.95481, "recall-0.25": 0.975, "recall-0.5": 0.99115 } } { "total_parts": 5600, "correct_parts": 5443, "pcp": 0.971964 } ``` ##### legoassemble ```json { "img_loading": 0.27129, "demosaicing": 0.011134, "avg_time_2d": 0.0239827, "avg_time_3d": 0.000251315, "fps": 28.2742 } { "triangulator_calls": 121, "init_time": 4.36192e-06, "undistort_time": 1.91289e-05, "project_time": 4.35951e-06, "match_time": 1.33109e-05, "pairs_time": 1.08011e-05, "pair_scoring_time": 6.10657e-05, "grouping_time": 1.82683e-05, "full_time": 6.92329e-05, "merge_time": 3.33679e-05, "post_time": 8.43239e-06, "convert_time": 1.34463e-07, "total_time": 0.0002427 } { "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": 0.025306, "median": 0.024368, "std": 0.007121, "sem": 0.000374, "min": 0.011428, "max": 0.052149, "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": 0.318177, "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": 0.0272, "median": 0.023301, "std": 0.016715, "sem": 0.000878, "min": 0.000467, "max": 0.087506, "recall-0.025": 0.570248, "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": 0.026817, "median": 0.020888, "std": 0.020968, "sem": 0.001102, "min": 0.002809, "max": 0.15058, "recall-0.025": 0.608815, "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": 0.023022, "median": 0.020098, "std": 0.012945, "sem": 0.00068, "min": 0.002877, "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": 0.021877, "median": 0.018783, "std": 0.015417, "sem": 0.00081, "min": 0.001506, "max": 0.207187, "recall-0.025": 0.707989, "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": 0.018189, "median": 0.016652, "std": 0.009525, "sem": 0.000501, "min": 0.00268, "max": 0.067884, "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": 0.022654, "median": 0.018212, "std": 0.01792, "sem": 0.000942, "min": 0.002167, "max": 0.203248, "recall-0.025": 0.702479, "recall-0.05": 0.944904, "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": 0.019365, "median": 0.017935, "std": 0.010844, "sem": 0.00057, "min": 0.002229, "max": 0.077607, "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": 0.030694, "median": 0.026317, "std": 0.016822, "sem": 0.000884, "min": 0.005167, "max": 0.101401, "recall-0.025": 0.4573, "recall-0.05": 0.856749, "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": 0.031374, "median": 0.028633, "std": 0.017032, "sem": 0.000895, "min": 0.001927, "max": 0.130368, "recall-0.025": 0.38292, "recall-0.05": 0.889807, "recall-0.1": 0.991736, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_left": { "count": 363, "mean": 0.028633, "median": 0.020813, "std": 0.023924, "sem": 0.001257, "min": 0.001678, "max": 0.128791, "recall-0.025": 0.61708, "recall-0.05": 0.85124, "recall-0.1": 0.966942, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "knee_right": { "count": 363, "mean": 0.023425, "median": 0.02029, "std": 0.013376, "sem": 0.000703, "min": 0.001885, "max": 0.067752, "recall-0.025": 0.619835, "recall-0.05": 0.944904, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 363 }, "ankle_left": { "count": 363, "mean": 0.027936, "median": 0.021889, "std": 0.022417, "sem": 0.001178, "min": 0.001821, "max": 0.198192, "recall-0.025": 0.597796, "recall-0.05": 0.895317, "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": 0.027787, "median": 0.021428, "std": 0.022318, "sem": 0.001173, "min": 0.00376, "max": 0.175015, "recall-0.025": 0.578512, "recall-0.05": 0.884298, "recall-0.1": 0.977961, "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": 0.6192, "recall-0.05": 0.91926, "recall-0.1": 0.9894, "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": 0.289362, "demosaicing": 0.0124074, "avg_time_2d": 0.0289188, "avg_time_3d": 0.000433233, "fps": 23.9467 } { "triangulator_calls": 166, "init_time": 4.16021e-06, "undistort_time": 2.56551e-05, "project_time": 5.68555e-06, "match_time": 2.32618e-05, "pairs_time": 2.42754e-05, "pair_scoring_time": 0.000107763, "grouping_time": 3.59843e-05, "full_time": 0.000123872, "merge_time": 5.7993e-05, "post_time": 9.86665e-06, "convert_time": 1.82283e-07, "total_time": 0.000418932 } { "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": 0.023954, "median": 0.020536, "std": 0.00854, "sem": 0.000469, "min": 0.011694, "max": 0.053819, "recall-0.025": 0.662651, "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": 0.342732, "ap-0.05": 0.694248, "ap-0.1": 0.72186, "ap-0.15": 0.72186, "ap-0.25": 0.72186, "ap-0.5": 0.72186 }, "head": { "count": 332, "mean": 0.039815, "median": 0.03972, "std": 0.020291, "sem": 0.001115, "min": 0.003048, "max": 0.102672, "recall-0.025": 0.286145, "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": 0.023126, "median": 0.020606, "std": 0.012196, "sem": 0.00067, "min": 0.001007, "max": 0.083282, "recall-0.025": 0.704819, "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": 0.028154, "median": 0.020496, "std": 0.02177, "sem": 0.001197, "min": 0.002427, "max": 0.145471, "recall-0.025": 0.626506, "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": 0.018821, "median": 0.015945, "std": 0.010415, "sem": 0.000572, "min": 0.002444, "max": 0.072498, "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": 0.023408, "median": 0.019392, "std": 0.01566, "sem": 0.000861, "min": 0.001531, "max": 0.115047, "recall-0.025": 0.710843, "recall-0.05": 0.924699, "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": 0.018863, "median": 0.012662, "std": 0.017386, "sem": 0.000956, "min": 0.000702, "max": 0.105623, "recall-0.025": 0.762048, "recall-0.05": 0.930723, "recall-0.1": 0.990964, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 332 }, "wrist_right": { "count": 332, "mean": 0.024466, "median": 0.018932, "std": 0.018738, "sem": 0.00103, "min": 0.003551, "max": 0.177674, "recall-0.025": 0.668675, "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": 0.029139, "median": 0.025055, "std": 0.016957, "sem": 0.000932, "min": 0.005687, "max": 0.10606, "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": 0.02948, "median": 0.025936, "std": 0.015799, "sem": 0.000868, "min": 0.001515, "max": 0.106962, "recall-0.025": 0.48494, "recall-0.05": 0.921687, "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": 0.020692, "median": 0.015036, "std": 0.015626, "sem": 0.000859, "min": 0.001242, "max": 0.099969, "recall-0.025": 0.753012, "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": 0.019317, "median": 0.014134, "std": 0.015964, "sem": 0.000877, "min": 0.001764, "max": 0.103151, "recall-0.025": 0.743976, "recall-0.05": 0.942771, "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": 0.013369, "median": 0.010171, "std": 0.009537, "sem": 0.000524, "min": 0.001511, "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": 0.022756, "median": 0.0207, "std": 0.013506, "sem": 0.000742, "min": 0.002687, "max": 0.107519, "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": 0.66474, "recall-0.05": 0.91543, "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": 0.289758, "demosaicing": 0.0111053, "avg_time_2d": 0.0281809, "avg_time_3d": 0.000408797, "fps": 25.1921 } { "triangulator_calls": 110, "init_time": 3.86123e-06, "undistort_time": 2.4674e-05, "project_time": 5.17193e-06, "match_time": 2.30387e-05, "pairs_time": 2.23814e-05, "pair_scoring_time": 0.000108471, "grouping_time": 5.07816e-05, "full_time": 0.000101998, "merge_time": 4.58232e-05, "post_time": 9.98878e-06, "convert_time": 1.80464e-07, "total_time": 0.000396605 } { "person_nums": { "total_frames": 110, "total_labels": 330, "total_preds": 438, "considered_empty": 0, "valid_preds": 330, "invalid_preds": 108, "missing": 0, "invalid_fraction": 0.24658, "precision": 0.75342, "recall": 1.0, "f1": 0.85938, "non_empty": 438 }, "mpjpe": { "count": 330, "mean": 0.040713, "median": 0.036776, "std": 0.015671, "sem": 0.000864, "min": 0.018223, "max": 0.119589, "recall-0.025": 0.1, "recall-0.05": 0.775758, "recall-0.1": 0.993939, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330, "ap-0.025": 0.01168, "ap-0.05": 0.514216, "ap-0.1": 0.756307, "ap-0.15": 0.765149, "ap-0.25": 0.765149, "ap-0.5": 0.765149 }, "head": { "count": 330, "mean": 0.048317, "median": 0.04226, "std": 0.026463, "sem": 0.001459, "min": 0.00847, "max": 0.15047, "recall-0.025": 0.151515, "recall-0.05": 0.636364, "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": 0.046453, "median": 0.042708, "std": 0.024694, "sem": 0.001361, "min": 0.004988, "max": 0.149762, "recall-0.025": 0.175758, "recall-0.05": 0.645455, "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": 0.041233, "median": 0.036644, "std": 0.023003, "sem": 0.001268, "min": 0.004716, "max": 0.124034, "recall-0.025": 0.233333, "recall-0.05": 0.769697, "recall-0.1": 0.960606, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "elbow_left": { "count": 330, "mean": 0.044261, "median": 0.037232, "std": 0.027836, "sem": 0.001535, "min": 0.002527, "max": 0.211827, "recall-0.025": 0.248485, "recall-0.05": 0.672727, "recall-0.1": 0.951515, "recall-0.15": 0.993939, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "elbow_right": { "count": 330, "mean": 0.042961, "median": 0.036377, "std": 0.027577, "sem": 0.00152, "min": 0.00202, "max": 0.173688, "recall-0.025": 0.260606, "recall-0.05": 0.681818, "recall-0.1": 0.960606, "recall-0.15": 0.987879, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "wrist_left": { "count": 329, "mean": 0.046373, "median": 0.039868, "std": 0.031237, "sem": 0.001725, "min": 0.00411, "max": 0.2482, "recall-0.025": 0.248485, "recall-0.05": 0.624242, "recall-0.1": 0.939394, "recall-0.15": 0.984848, "recall-0.25": 0.99697, "recall-0.5": 0.99697, "num_labels": 330 }, "wrist_right": { "count": 330, "mean": 0.049282, "median": 0.042666, "std": 0.032155, "sem": 0.001773, "min": 0.005118, "max": 0.315294, "recall-0.025": 0.181818, "recall-0.05": 0.624242, "recall-0.1": 0.939394, "recall-0.15": 0.987879, "recall-0.25": 0.99697, "recall-0.5": 1.0, "num_labels": 330 }, "hip_left": { "count": 330, "mean": 0.041509, "median": 0.038164, "std": 0.022188, "sem": 0.001223, "min": 0.004392, "max": 0.142299, "recall-0.025": 0.251515, "recall-0.05": 0.706061, "recall-0.1": 0.984848, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "hip_right": { "count": 330, "mean": 0.039698, "median": 0.035193, "std": 0.021989, "sem": 0.001212, "min": 0.003065, "max": 0.131235, "recall-0.025": 0.278788, "recall-0.05": 0.687879, "recall-0.1": 0.987879, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "knee_left": { "count": 330, "mean": 0.033101, "median": 0.029765, "std": 0.020248, "sem": 0.001116, "min": 0.002812, "max": 0.118325, "recall-0.025": 0.421212, "recall-0.05": 0.812121, "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": 0.03412, "median": 0.028226, "std": 0.02117, "sem": 0.001167, "min": 0.003054, "max": 0.125959, "recall-0.025": 0.421212, "recall-0.05": 0.784848, "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": 0.030999, "median": 0.025737, "std": 0.022585, "sem": 0.001245, "min": 0.002088, "max": 0.150282, "recall-0.025": 0.481818, "recall-0.05": 0.845455, "recall-0.1": 0.978788, "recall-0.15": 0.99697, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "ankle_right": { "count": 330, "mean": 0.029339, "median": 0.024413, "std": 0.020731, "sem": 0.001143, "min": 0.000855, "max": 0.144116, "recall-0.025": 0.509091, "recall-0.05": 0.881818, "recall-0.1": 0.984848, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 330 }, "joint_recalls": { "num_labels": 4290, "recall-0.025": 0.29534, "recall-0.05": 0.71935, "recall-0.1": 0.96667, "recall-0.15": 0.99557, "recall-0.25": 0.99953, "recall-0.5": 0.99977 } } { "total_parts": 4620, "correct_parts": 4603, "pcp": 0.99632 } ``` ##### volleyball ```json { "img_loading": 0.421536, "demosaicing": 0.0177444, "avg_time_2d": 0.0511469, "avg_time_3d": 0.000936227, "fps": 14.321 } { "triangulator_calls": 121, "init_time": 6.53029e-06, "undistort_time": 5.17806e-05, "project_time": 9.25822e-06, "match_time": 3.9928e-05, "pairs_time": 7.50967e-05, "pair_scoring_time": 0.000313612, "grouping_time": 0.000149834, "full_time": 0.000180932, "merge_time": 7.94846e-05, "post_time": 1.11279e-05, "convert_time": 2.07289e-07, "total_time": 0.000918031 } { "person_nums": { "total_frames": 121, "total_labels": 484, "total_preds": 498, "considered_empty": 0, "valid_preds": 481, "invalid_preds": 17, "missing": 3, "invalid_fraction": 0.03414, "precision": 0.96586, "recall": 0.9938, "f1": 0.97963, "non_empty": 498 }, "mpjpe": { "count": 481, "mean": 0.028894, "median": 0.026726, "std": 0.010134, "sem": 0.000463, "min": 0.013032, "max": 0.091125, "recall-0.025": 0.419421, "recall-0.05": 0.952479, "recall-0.1": 0.993802, "recall-0.15": 0.993802, "recall-0.25": 0.993802, "recall-0.5": 0.993802, "num_labels": 484, "ap-0.025": 0.185801, "ap-0.05": 0.891151, "ap-0.1": 0.970027, "ap-0.15": 0.970027, "ap-0.25": 0.970027, "ap-0.5": 0.970027 }, "head": { "count": 481, "mean": 0.029533, "median": 0.024426, "std": 0.017999, "sem": 0.000822, "min": 0.002947, "max": 0.102943, "recall-0.025": 0.510331, "recall-0.05": 0.855372, "recall-0.1": 0.991736, "recall-0.15": 0.993802, "recall-0.25": 0.993802, "recall-0.5": 0.993802, "num_labels": 484 }, "shoulder_left": { "count": 481, "mean": 0.029629, "median": 0.026044, "std": 0.017006, "sem": 0.000776, "min": 0.004801, "max": 0.106701, "recall-0.025": 0.477273, "recall-0.05": 0.873967, "recall-0.1": 0.991736, "recall-0.15": 0.993802, "recall-0.25": 0.993802, "recall-0.5": 0.993802, "num_labels": 484 }, "shoulder_right": { "count": 481, "mean": 0.029188, "median": 0.025237, "std": 0.017862, "sem": 0.000815, "min": 0.001207, "max": 0.120782, "recall-0.025": 0.495868, "recall-0.05": 0.873967, "recall-0.1": 0.987603, "recall-0.15": 0.993802, "recall-0.25": 0.993802, "recall-0.5": 0.993802, "num_labels": 484 }, "elbow_left": { "count": 481, "mean": 0.029569, "median": 0.026922, "std": 0.01566, "sem": 0.000715, "min": 0.002764, "max": 0.107294, "recall-0.025": 0.454545, "recall-0.05": 0.882231, "recall-0.1": 0.991736, "recall-0.15": 0.993802, "recall-0.25": 0.993802, "recall-0.5": 0.993802, "num_labels": 484 }, "elbow_right": { "count": 481, "mean": 0.030148, "median": 0.025142, "std": 0.019918, "sem": 0.000909, "min": 0.001453, "max": 0.135761, "recall-0.025": 0.495868, "recall-0.05": 0.869835, "recall-0.1": 0.977273, "recall-0.15": 0.993802, "recall-0.25": 0.993802, "recall-0.5": 0.993802, "num_labels": 484 }, "wrist_left": { "count": 481, "mean": 0.033997, "median": 0.028323, "std": 0.022891, "sem": 0.001045, "min": 0.002816, "max": 0.208094, "recall-0.025": 0.404959, "recall-0.05": 0.822314, "recall-0.1": 0.971074, "recall-0.15": 0.991736, "recall-0.25": 0.993802, "recall-0.5": 0.993802, "num_labels": 484 }, "wrist_right": { "count": 481, "mean": 0.033888, "median": 0.028374, "std": 0.026695, "sem": 0.001218, "min": 0.00351, "max": 0.284667, "recall-0.025": 0.390496, "recall-0.05": 0.849174, "recall-0.1": 0.97314, "recall-0.15": 0.989669, "recall-0.25": 0.989669, "recall-0.5": 0.993802, "num_labels": 484 }, "hip_left": { "count": 481, "mean": 0.034059, "median": 0.030974, "std": 0.016804, "sem": 0.000767, "min": 0.002885, "max": 0.112591, "recall-0.025": 0.305785, "recall-0.05": 0.842975, "recall-0.1": 0.989669, "recall-0.15": 0.993802, "recall-0.25": 0.993802, "recall-0.5": 0.993802, "num_labels": 484 }, "hip_right": { "count": 481, "mean": 0.037366, "median": 0.032222, "std": 0.023149, "sem": 0.001057, "min": 0.003771, "max": 0.144196, "recall-0.025": 0.31405, "recall-0.05": 0.799587, "recall-0.1": 0.966942, "recall-0.15": 0.993802, "recall-0.25": 0.993802, "recall-0.5": 0.993802, "num_labels": 484 }, "knee_left": { "count": 481, "mean": 0.021056, "median": 0.016878, "std": 0.015358, "sem": 0.000701, "min": 0.002951, "max": 0.18051, "recall-0.025": 0.721074, "recall-0.05": 0.950413, "recall-0.1": 0.991736, "recall-0.15": 0.991736, "recall-0.25": 0.993802, "recall-0.5": 0.993802, "num_labels": 484 }, "knee_right": { "count": 481, "mean": 0.023866, "median": 0.019475, "std": 0.01567, "sem": 0.000715, "min": 0.001804, "max": 0.101887, "recall-0.025": 0.654959, "recall-0.05": 0.923554, "recall-0.1": 0.991736, "recall-0.15": 0.993802, "recall-0.25": 0.993802, "recall-0.5": 0.993802, "num_labels": 484 }, "ankle_left": { "count": 481, "mean": 0.021426, "median": 0.017845, "std": 0.015273, "sem": 0.000697, "min": 0.001647, "max": 0.158699, "recall-0.025": 0.714876, "recall-0.05": 0.954545, "recall-0.1": 0.987603, "recall-0.15": 0.991736, "recall-0.25": 0.993802, "recall-0.5": 0.993802, "num_labels": 484 }, "ankle_right": { "count": 481, "mean": 0.021895, "median": 0.018026, "std": 0.013532, "sem": 0.000618, "min": 0.001986, "max": 0.090749, "recall-0.025": 0.708678, "recall-0.05": 0.93595, "recall-0.1": 0.993802, "recall-0.15": 0.993802, "recall-0.25": 0.993802, "recall-0.5": 0.993802, "num_labels": 484 }, "joint_recalls": { "num_labels": 6292, "recall-0.025": 0.51081, "recall-0.05": 0.87858, "recall-0.1": 0.98411, "recall-0.15": 0.99285, "recall-0.25": 0.99332, "recall-0.5": 0.9938 } } { "total_parts": 6776, "correct_parts": 6730, "pcp": 0.993211 } ``` ##### badminton ```json { "img_loading": 0.413332, "demosaicing": 0.0175982, "avg_time_2d": 0.0438098, "avg_time_3d": 0.000727766, "fps": 16.0938 } { "triangulator_calls": 183, "init_time": 5.79021e-06, "undistort_time": 4.21408e-05, "project_time": 8.16923e-06, "match_time": 3.26939e-05, "pairs_time": 5.31224e-05, "pair_scoring_time": 0.000196534, "grouping_time": 7.74538e-05, "full_time": 0.000190952, "merge_time": 9.15214e-05, "post_time": 1.07165e-05, "convert_time": 2.0876e-07, "total_time": 0.000709537 } { "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": 0.02444, "median": 0.02352, "std": 0.006809, "sem": 0.000252, "min": 0.010015, "max": 0.063899, "recall-0.025": 0.617486, "recall-0.05": 0.991803, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732, "ap-0.025": 0.428342, "ap-0.05": 0.989988, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 732, "mean": 0.027557, "median": 0.022607, "std": 0.020686, "sem": 0.000765, "min": 0.004084, "max": 0.227598, "recall-0.025": 0.580601, "recall-0.05": 0.922131, "recall-0.1": 0.987705, "recall-0.15": 0.994536, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_left": { "count": 732, "mean": 0.033128, "median": 0.029039, "std": 0.019667, "sem": 0.000727, "min": 0.00155, "max": 0.12577, "recall-0.025": 0.400273, "recall-0.05": 0.84153, "recall-0.1": 0.983607, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "shoulder_right": { "count": 732, "mean": 0.025325, "median": 0.02198, "std": 0.014763, "sem": 0.000546, "min": 0.002244, "max": 0.150595, "recall-0.025": 0.605191, "recall-0.05": 0.941257, "recall-0.1": 0.997268, "recall-0.15": 0.998634, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "elbow_left": { "count": 732, "mean": 0.024453, "median": 0.020663, "std": 0.015437, "sem": 0.000571, "min": 0.000931, "max": 0.122853, "recall-0.025": 0.625683, "recall-0.05": 0.942623, "recall-0.1": 0.995902, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "elbow_right": { "count": 732, "mean": 0.022714, "median": 0.019297, "std": 0.014225, "sem": 0.000526, "min": 0.002065, "max": 0.105973, "recall-0.025": 0.696721, "recall-0.05": 0.943989, "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": 0.027374, "median": 0.022969, "std": 0.01932, "sem": 0.000715, "min": 0.002433, "max": 0.172682, "recall-0.025": 0.539617, "recall-0.05": 0.912568, "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": 0.026587, "median": 0.023302, "std": 0.01783, "sem": 0.000659, "min": 0.003233, "max": 0.204389, "recall-0.025": 0.575137, "recall-0.05": 0.93306, "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": 0.027874, "median": 0.025673, "std": 0.013834, "sem": 0.000512, "min": 0.002422, "max": 0.107033, "recall-0.025": 0.472678, "recall-0.05": 0.931694, "recall-0.1": 0.998634, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "hip_right": { "count": 732, "mean": 0.025184, "median": 0.022938, "std": 0.012601, "sem": 0.000466, "min": 0.001912, "max": 0.095083, "recall-0.025": 0.56694, "recall-0.05": 0.961749, "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": 0.016842, "std": 0.008607, "sem": 0.000318, "min": 0.001159, "max": 0.073919, "recall-0.025": 0.842896, "recall-0.05": 0.995902, "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": 0.019971, "median": 0.018458, "std": 0.009434, "sem": 0.000349, "min": 0.001846, "max": 0.068584, "recall-0.025": 0.744536, "recall-0.05": 0.991803, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 732 }, "ankle_left": { "count": 732, "mean": 0.019442, "median": 0.017789, "std": 0.009829, "sem": 0.000364, "min": 0.001973, "max": 0.072651, "recall-0.025": 0.759563, "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": 0.020381, "median": 0.018679, "std": 0.010097, "sem": 0.000373, "min": 0.00217, "max": 0.082945, "recall-0.025": 0.743169, "recall-0.05": 0.984973, "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": 0.62631, "recall-0.05": 0.94483, "recall-0.1": 0.99548, "recall-0.15": 0.99916, "recall-0.25": 1.0, "recall-0.5": 1.0 } } { "total_parts": 10248, "correct_parts": 10243, "pcp": 0.999512 } ``` ##### tennis ```json { "img_loading": 0.626226, "demosaicing": 0.0268474, "avg_time_2d": 0.0513508, "avg_time_3d": 0.000611629, "fps": 12.6888 } { "triangulator_calls": 181, "init_time": 7.41259e-06, "undistort_time": 3.17885e-05, "project_time": 7.35977e-06, "match_time": 1.57646e-05, "pairs_time": 2.24304e-05, "pair_scoring_time": 0.000162925, "grouping_time": 5.9874e-05, "full_time": 0.000175241, "merge_time": 8.98064e-05, "post_time": 7.85762e-06, "convert_time": 1.16287e-07, "total_time": 0.000580813 } { "person_nums": { "total_frames": 181, "total_labels": 362, "total_preds": 362, "considered_empty": 0, "valid_preds": 362, "invalid_preds": 0, "missing": 0, "invalid_fraction": 0.0, "precision": 1.0, "recall": 1.0, "f1": 1.0, "non_empty": 362 }, "mpjpe": { "count": 362, "mean": 0.02289, "median": 0.02147, "std": 0.009779, "sem": 0.000515, "min": 0.012149, "max": 0.128278, "recall-0.025": 0.759669, "recall-0.05": 0.986188, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362, "ap-0.025": 0.717714, "ap-0.05": 0.986096, "ap-0.1": 0.997222, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "head": { "count": 362, "mean": 0.036184, "median": 0.035912, "std": 0.015982, "sem": 0.000841, "min": 0.003827, "max": 0.150241, "recall-0.025": 0.232044, "recall-0.05": 0.861878, "recall-0.1": 0.997238, "recall-0.15": 0.997238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_left": { "count": 362, "mean": 0.023589, "median": 0.019625, "std": 0.014433, "sem": 0.00076, "min": 0.001982, "max": 0.108995, "recall-0.025": 0.635359, "recall-0.05": 0.953039, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "shoulder_right": { "count": 362, "mean": 0.026703, "median": 0.02407, "std": 0.015007, "sem": 0.00079, "min": 0.002556, "max": 0.121236, "recall-0.025": 0.530387, "recall-0.05": 0.944751, "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": 0.020506, "median": 0.016728, "std": 0.015134, "sem": 0.000797, "min": 0.001058, "max": 0.195213, "recall-0.025": 0.745856, "recall-0.05": 0.964088, "recall-0.1": 0.997238, "recall-0.15": 0.997238, "recall-0.25": 1.0, "recall-0.5": 1.0, 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"min": 0.002714, "max": 0.145386, "recall-0.025": 0.588398, "recall-0.05": 0.955801, "recall-0.1": 0.997238, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "hip_right": { "count": 362, "mean": 0.024749, "median": 0.022448, "std": 0.016652, "sem": 0.000876, "min": 0.001503, "max": 0.191085, "recall-0.025": 0.585635, "recall-0.05": 0.950276, "recall-0.1": 0.994475, "recall-0.15": 0.997238, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "knee_left": { "count": 362, "mean": 0.015519, "median": 0.01413, "std": 0.007869, "sem": 0.000414, "min": 0.002169, "max": 0.050269, "recall-0.025": 0.88674, "recall-0.05": 0.997238, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 362 }, "knee_right": { "count": 362, "mean": 0.016723, "median": 0.014137, "std": 0.016136, "sem": 0.000849, "min": 0.00233, "max": 0.257078, "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": 0.017559, "median": 0.015472, "std": 0.010532, "sem": 0.000554, "min": 0.001514, "max": 0.088499, "recall-0.025": 0.834254, "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": 0.018412, "median": 0.014098, "std": 0.028345, "sem": 0.001492, "min": 0.001421, "max": 0.496813, "recall-0.025": 0.842541, "recall-0.05": 0.972376, "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": 0.66681, "recall-0.05": 0.95304, "recall-0.1": 0.9949, "recall-0.15": 0.9983, "recall-0.25": 0.99894, "recall-0.5": 1.0 } } { "total_parts": 5068, "correct_parts": 5061, "pcp": 0.998619 } ```