# Evaluation Results Results of the model in various experiments on different datasets. \ (Note that batching poses did not work due to insufficient memory) ### Human36m ```json { "img_loading": 0.0302383, "demosaicing": 0.000569236, "avg_time_2d": 0.0182207, "avg_time_3d": 8.59194e-05, "fps": 52.9777 } { "triangulator_calls": 600, "init_time": 7.91138e-06, "undistort_time": 6.66517e-06, "project_time": 1.07465e-07, "match_time": 4.032e-08, "pairs_time": 5.46962e-07, "pair_scoring_time": 1.78561e-05, "grouping_time": 2.83546e-06, "full_time": 2.12859e-05, "merge_time": 7.70588e-06, "post_time": 1.15723e-05, "convert_time": 1.67303e-07, "total_time": 7.7241e-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": 0.061492, "median": 0.053155, "std": 0.028911, "sem": 0.001181, "min": 0.036169, "max": 0.188557, "recall-0.025": 0.0, "recall-0.05": 0.333333, "recall-0.1": 0.931667, "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": 0.191369, "ap-0.1": 0.883717, "ap-0.15": 0.912197, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 600, "mean": 0.107604, "median": 0.095831, "std": 0.037702, "sem": 0.00154, "min": 0.024352, "max": 0.258607, "recall-0.025": 0.003333, "recall-0.05": 0.023333, "recall-0.1": 0.556667, "recall-0.15": 0.865, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_left": { "count": 600, "mean": 0.035969, "median": 0.026188, "std": 0.033887, "sem": 0.001385, "min": 0.000962, "max": 0.170539, "recall-0.025": 0.461667, "recall-0.05": 0.82, "recall-0.1": 0.941667, "recall-0.15": 0.965, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_right": { "count": 600, "mean": 0.044382, "median": 0.032033, "std": 0.040034, "sem": 0.001636, "min": 0.003562, "max": 0.211991, "recall-0.025": 0.318333, "recall-0.05": 0.786667, "recall-0.1": 0.918333, "recall-0.15": 0.94, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_left": { "count": 600, "mean": 0.045168, "median": 0.03552, "std": 0.036168, "sem": 0.001478, "min": 0.002655, "max": 0.19497, "recall-0.025": 0.251667, "recall-0.05": 0.781667, "recall-0.1": 0.935, "recall-0.15": 0.953333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_right": { "count": 600, "mean": 0.04269, "median": 0.031891, "std": 0.035634, "sem": 0.001456, "min": 0.004397, "max": 0.30887, "recall-0.025": 0.258333, "recall-0.05": 0.818333, "recall-0.1": 0.931667, "recall-0.15": 0.946667, "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_left": { "count": 600, "mean": 0.04157, "median": 0.024197, "std": 0.045672, "sem": 0.001866, "min": 0.000785, "max": 0.307112, "recall-0.025": 0.508333, "recall-0.05": 0.75, "recall-0.1": 0.895, "recall-0.15": 0.941667, "recall-0.25": 0.996667, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_right": { "count": 599, "mean": 0.046022, "median": 0.027678, "std": 0.052245, "sem": 0.002136, "min": 0.002387, "max": 0.456498, "recall-0.025": 0.45, "recall-0.05": 0.766667, "recall-0.1": 0.891667, "recall-0.15": 0.905, "recall-0.25": 0.99, "recall-0.5": 0.998333, "num_labels": 600 }, "hip_left": { "count": 600, "mean": 0.068516, "median": 0.057202, "std": 0.035751, "sem": 0.001461, "min": 0.029037, "max": 0.217634, "recall-0.025": 0.0, "recall-0.05": 0.263333, "recall-0.1": 0.885, "recall-0.15": 0.946667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "hip_right": { "count": 600, "mean": 0.084867, "median": 0.081572, "std": 0.028768, "sem": 0.001175, "min": 0.016043, "max": 0.210257, "recall-0.025": 0.016667, "recall-0.05": 0.063333, "recall-0.1": 0.881667, "recall-0.15": 0.95, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "knee_left": { "count": 599, "mean": 0.057348, "median": 0.043401, "std": 0.057834, "sem": 0.002365, "min": 0.016103, "max": 0.488334, "recall-0.025": 0.081667, "recall-0.05": 0.691667, "recall-0.1": 0.913333, "recall-0.15": 0.921667, "recall-0.25": 0.981667, "recall-0.5": 0.998333, "num_labels": 600 }, "knee_right": { "count": 600, "mean": 0.04705, "median": 0.034704, "std": 0.041186, "sem": 0.001683, "min": 0.011544, "max": 0.301894, "recall-0.025": 0.113333, "recall-0.05": 0.82, "recall-0.1": 0.925, "recall-0.15": 0.94, "recall-0.25": 0.996667, "recall-0.5": 1.0, "num_labels": 600 }, "ankle_left": { "count": 597, "mean": 0.090924, "median": 0.08248, "std": 0.040973, "sem": 0.001678, "min": 0.05157, "max": 0.495193, "recall-0.025": 0.0, "recall-0.05": 0.0, "recall-0.1": 0.87, "recall-0.15": 0.936667, "recall-0.25": 0.986667, "recall-0.5": 0.995, "num_labels": 600 }, "ankle_right": { "count": 599, "mean": 0.081952, "median": 0.066793, "std": 0.053367, "sem": 0.002182, "min": 0.028777, "max": 0.394296, "recall-0.025": 0.0, "recall-0.05": 0.028333, "recall-0.1": 0.891667, "recall-0.15": 0.913333, "recall-0.25": 0.97, "recall-0.5": 0.998333, "num_labels": 600 }, "joint_recalls": { "num_labels": 7800, "recall-0.025": 0.18885, "recall-0.05": 0.50782, "recall-0.1": 0.87949, "recall-0.15": 0.93244, "recall-0.25": 0.99333, "recall-0.5": 0.99885 } } { "total_parts": 8400, "correct_parts": 8118, "pcp": 0.966429 } ``` ### Shelf ```json { "img_loading": 0.0613517, "demosaicing": 0.000514999, "avg_time_2d": 0.0385883, "avg_time_3d": 0.000296986, "fps": 25.3805 } { "triangulator_calls": 301, "init_time": 8.85134e-06, "undistort_time": 2.26089e-05, "project_time": 6.12477e-06, "match_time": 2.3381e-05, "pairs_time": 1.26549e-05, "pair_scoring_time": 7.41986e-05, "grouping_time": 1.17478e-05, "full_time": 7.31069e-05, "merge_time": 2.36468e-05, "post_time": 1.91408e-05, "convert_time": 3.9615e-07, "total_time": 0.000276402 } { "person_nums": { "total_frames": 301, "total_labels": 477, "total_preds": 828, "considered_empty": 0, "valid_preds": 477, "invalid_preds": 351, "missing": 0, "invalid_fraction": 0.42391, "precision": 0.57609, "recall": 1.0, "f1": 0.73103, "non_empty": 828 }, "mpjpe": { "count": 477, "mean": 0.047914, "median": 0.042836, "std": 0.014864, "sem": 0.000681, "min": 0.029889, "max": 0.117015, "recall-0.025": 0.0, "recall-0.05": 0.689727, "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": 0.376744, "ap-0.1": 0.724781, "ap-0.15": 0.737472, "ap-0.25": 0.737472, "ap-0.5": 0.737472 }, "head": { "count": 477, "mean": 0.05384, "median": 0.050167, "std": 0.024098, "sem": 0.001105, "min": 0.004172, "max": 0.170521, "recall-0.025": 0.085954, "recall-0.05": 0.494759, "recall-0.1": 0.937107, "recall-0.15": 0.997904, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_left": { "count": 477, "mean": 0.042385, "median": 0.037408, "std": 0.02045, "sem": 0.000937, "min": 0.004485, "max": 0.136944, "recall-0.025": 0.161426, "recall-0.05": 0.725367, "recall-0.1": 0.987421, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "shoulder_right": { "count": 477, "mean": 0.049633, "median": 0.04552, "std": 0.023226, "sem": 0.001065, "min": 0.005348, "max": 0.147448, "recall-0.025": 0.100629, "recall-0.05": 0.561845, "recall-0.1": 0.955975, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_left": { "count": 477, "mean": 0.040727, "median": 0.032035, "std": 0.029242, "sem": 0.00134, "min": 0.003942, "max": 0.326226, "recall-0.025": 0.318658, "recall-0.05": 0.748428, "recall-0.1": 0.949686, "recall-0.15": 0.997904, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "elbow_right": { "count": 477, "mean": 0.053395, "median": 0.044653, "std": 0.04129, "sem": 0.001893, "min": 0.002412, "max": 0.240443, "recall-0.025": 0.259958, "recall-0.05": 0.559748, "recall-0.1": 0.90566, "recall-0.15": 0.955975, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_left": { "count": 477, "mean": 0.060063, "median": 0.053941, "std": 0.039463, "sem": 0.001809, "min": 0.002965, "max": 0.314883, "recall-0.025": 0.138365, "recall-0.05": 0.404612, "recall-0.1": 0.907757, "recall-0.15": 0.962264, "recall-0.25": 0.989518, "recall-0.5": 1.0, "num_labels": 477 }, "wrist_right": { "count": 477, "mean": 0.059287, "median": 0.054279, "std": 0.033944, "sem": 0.001556, "min": 0.009487, "max": 0.370517, "recall-0.025": 0.1174, "recall-0.05": 0.417191, "recall-0.1": 0.893082, "recall-0.15": 0.976939, "recall-0.25": 0.997904, "recall-0.5": 1.0, "num_labels": 477 }, "hip_left": { "count": 477, "mean": 0.048015, "median": 0.042252, "std": 0.026197, "sem": 0.001201, "min": 0.008132, "max": 0.142831, "recall-0.025": 0.184486, "recall-0.05": 0.626834, "recall-0.1": 0.955975, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "hip_right": { "count": 477, "mean": 0.058081, "median": 0.056675, "std": 0.023893, "sem": 0.001095, "min": 0.005253, "max": 0.131652, "recall-0.025": 0.09434, "recall-0.05": 0.406709, "recall-0.1": 0.939203, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_left": { "count": 477, "mean": 0.040331, "median": 0.037937, "std": 0.024461, "sem": 0.001121, "min": 0.00621, "max": 0.196135, "recall-0.025": 0.249476, "recall-0.05": 0.744235, "recall-0.1": 0.974843, "recall-0.15": 0.989518, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "knee_right": { "count": 477, "mean": 0.040068, "median": 0.036102, "std": 0.023063, "sem": 0.001057, "min": 0.006699, "max": 0.184932, "recall-0.025": 0.30608, "recall-0.05": 0.710692, "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": 0.036404, "median": 0.027798, "std": 0.030604, "sem": 0.001403, "min": 0.004789, "max": 0.223748, "recall-0.025": 0.431866, "recall-0.05": 0.815514, "recall-0.1": 0.943396, "recall-0.15": 0.983229, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 477 }, "ankle_right": { "count": 477, "mean": 0.040652, "median": 0.030955, "std": 0.037264, "sem": 0.001708, "min": 0.002681, "max": 0.269572, "recall-0.025": 0.303983, "recall-0.05": 0.813417, "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": 0.21093, "recall-0.05": 0.617, "recall-0.1": 0.94211, "recall-0.15": 0.98645, "recall-0.25": 0.99871, "recall-0.5": 1.0 } } { "total_parts": 6678, "correct_parts": 6619, "pcp": 0.991165 } ``` ### Panoptic ```json { "img_loading": 0.0810738, "demosaicing": 0.00128778, "avg_time_2d": 0.0430177, "avg_time_3d": 0.00061816, "fps": 22.26 } { "triangulator_calls": 420, "init_time": 9.17263e-06, "undistort_time": 2.80859e-05, "project_time": 4.63262e-08, "match_time": 4.00762e-08, "pairs_time": 4.43976e-06, "pair_scoring_time": 0.000387332, "grouping_time": 2.51575e-05, "full_time": 8.44224e-05, "merge_time": 2.88022e-05, "post_time": 2.191e-05, "convert_time": 6.62648e-07, "total_time": 0.000590614 } { "person_nums": { "total_frames": 420, "total_labels": 1466, "total_preds": 1588, "considered_empty": 0, "valid_preds": 1462, "invalid_preds": 126, "missing": 4, "invalid_fraction": 0.07935, "precision": 0.92065, "recall": 0.99727, "f1": 0.95743, "non_empty": 1588 }, "mpjpe": { "count": 1462, "mean": 0.032647, "median": 0.029716, "std": 0.01527, "sem": 0.0004, "min": 0.010324, "max": 0.173435, "recall-0.025": 0.330832, "recall-0.05": 0.889495, "recall-0.1": 0.989768, "recall-0.15": 0.995907, "recall-0.25": 0.997271, "recall-0.5": 0.997271, "num_labels": 1466, "ap-0.025": 0.178394, "ap-0.05": 0.853362, "ap-0.1": 0.979514, "ap-0.15": 0.988084, "ap-0.25": 0.989861, "ap-0.5": 0.989861 }, "nose": { "count": 1461, "mean": 0.015625, "median": 0.011556, "std": 0.018701, "sem": 0.000489, "min": 0.001492, "max": 0.302115, "recall-0.025": 0.901572, "recall-0.05": 0.964457, "recall-0.1": 0.993848, "recall-0.15": 0.995899, "recall-0.25": 0.995899, "recall-0.5": 0.998633, "num_labels": 1463 }, "shoulder_left": { "count": 1462, "mean": 0.016743, "median": 0.014836, "std": 0.011022, "sem": 0.000288, "min": 0.001022, "max": 0.108094, "recall-0.025": 0.836971, "recall-0.05": 0.983629, "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": 0.016806, "median": 0.014481, "std": 0.011788, "sem": 0.000309, "min": 0.000571, "max": 0.147482, "recall-0.025": 0.838225, "recall-0.05": 0.980205, "recall-0.1": 0.995904, "recall-0.15": 0.99727, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "elbow_left": { "count": 1461, "mean": 0.022878, "median": 0.016645, "std": 0.021303, "sem": 0.000558, "min": 0.001625, "max": 0.210887, "recall-0.025": 0.735154, "recall-0.05": 0.913993, "recall-0.1": 0.988396, "recall-0.15": 0.994539, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "elbow_right": { "count": 1461, "mean": 0.021114, "median": 0.015923, "std": 0.016509, "sem": 0.000432, "min": 0.000646, "max": 0.165407, "recall-0.025": 0.77717, "recall-0.05": 0.925496, "recall-0.1": 0.997949, "recall-0.15": 0.997949, "recall-0.25": 0.998633, "recall-0.5": 0.998633, "num_labels": 1463 }, "wrist_left": { "count": 1432, "mean": 0.036125, "median": 0.016999, "std": 0.055321, "sem": 0.001462, "min": 0.001937, "max": 0.459424, "recall-0.025": 0.665272, "recall-0.05": 0.842399, "recall-0.1": 0.90516, "recall-0.15": 0.953975, "recall-0.25": 0.97629, "recall-0.5": 0.998605, "num_labels": 1434 }, "wrist_right": { "count": 1455, "mean": 0.026799, "median": 0.016736, "std": 0.033876, "sem": 0.000888, "min": 0.001247, "max": 0.278664, "recall-0.025": 0.692995, "recall-0.05": 0.885989, "recall-0.1": 0.964286, "recall-0.15": 0.98283, "recall-0.25": 0.995192, "recall-0.5": 0.999313, "num_labels": 1456 }, "hip_left": { "count": 1461, "mean": 0.035134, "median": 0.031398, "std": 0.019999, "sem": 0.000523, "min": 0.002515, "max": 0.177406, "recall-0.025": 0.339249, "recall-0.05": 0.837543, "recall-0.1": 0.986348, "recall-0.15": 0.995904, "recall-0.25": 0.99727, "recall-0.5": 0.99727, "num_labels": 1465 }, "hip_right": { "count": 1462, "mean": 0.038572, "median": 0.033352, "std": 0.028142, "sem": 0.000736, "min": 0.003214, "max": 0.460624, "recall-0.025": 0.3206, "recall-0.05": 0.790587, "recall-0.1": 0.96794, "recall-0.15": 0.992497, "recall-0.25": 0.995907, "recall-0.5": 0.997271, "num_labels": 1466 }, "knee_left": { "count": 1461, "mean": 0.039333, "median": 0.033045, "std": 0.035258, "sem": 0.000923, "min": 0.003964, "max": 0.476098, "recall-0.025": 0.286007, "recall-0.05": 0.799317, "recall-0.1": 0.974061, "recall-0.15": 0.984983, "recall-0.25": 0.989761, "recall-0.5": 0.99727, "num_labels": 1465 }, "knee_right": { "count": 1455, "mean": 0.038522, "median": 0.031532, "std": 0.027606, "sem": 0.000724, "min": 0.004249, "max": 0.291018, "recall-0.025": 0.348184, "recall-0.05": 0.751199, "recall-0.1": 0.966415, "recall-0.15": 0.990404, "recall-0.25": 0.995888, "recall-0.5": 0.997258, "num_labels": 1459 }, "ankle_left": { "count": 1458, "mean": 0.057085, "median": 0.033833, "std": 0.063616, "sem": 0.001667, "min": 0.002162, "max": 0.431506, "recall-0.025": 0.351333, "recall-0.05": 0.660287, "recall-0.1": 0.852358, "recall-0.15": 0.911825, "recall-0.25": 0.969925, "recall-0.5": 0.996582, "num_labels": 1463 }, "ankle_right": { "count": 1446, "mean": 0.054388, "median": 0.030749, "std": 0.070352, "sem": 0.001851, "min": 0.001113, "max": 0.497085, "recall-0.025": 0.384932, "recall-0.05": 0.739726, "recall-0.1": 0.858904, "recall-0.15": 0.903425, "recall-0.25": 0.956849, "recall-0.5": 0.990411, "num_labels": 1460 }, "joint_recalls": { "num_labels": 18990, "recall-0.025": 0.57478, "recall-0.05": 0.85166, "recall-0.1": 0.95714, "recall-0.15": 0.97657, "recall-0.25": 0.9892, "recall-0.5": 0.99684 } } { "total_parts": 20444, "correct_parts": 20194, "pcp": 0.987771 } ``` ### H3WB ##### default joints ```json { "img_loading": 0.038096, "demosaicing": 0.000570326, "avg_time_2d": 0.0184476, "avg_time_3d": 8.38664e-05, "fps": 52.3511 } { "triangulator_calls": 200, "init_time": 7.36142e-06, "undistort_time": 6.69951e-06, "project_time": 4.096e-08, "match_time": 4.032e-08, "pairs_time": 5.845e-07, "pair_scoring_time": 1.70049e-05, "grouping_time": 2.61303e-06, "full_time": 2.09906e-05, "merge_time": 7.44657e-06, "post_time": 1.17096e-05, "convert_time": 1.47525e-07, "total_time": 7.51791e-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": 0.023513, "median": 0.021453, "std": 0.010644, "sem": 0.000755, "min": 0.00968, "max": 0.093505, "recall-0.025": 0.665, "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, "ap-0.025": 0.598818, "ap-0.05": 0.974228, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.039868, "median": 0.03088, "std": 0.035438, "sem": 0.002512, "min": 0.003064, "max": 0.25664, "recall-0.025": 0.41, "recall-0.05": 0.77, "recall-0.1": 0.945, "recall-0.15": 0.985, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.018209, "median": 0.01532, "std": 0.011114, "sem": 0.000788, "min": 0.00307, "max": 0.08137, "recall-0.025": 0.805, "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 }, "shoulder_right": { "count": 200, "mean": 0.022296, "median": 0.019255, "std": 0.01239, "sem": 0.000878, "min": 0.004945, "max": 0.079958, "recall-0.025": 0.66, "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_left": { "count": 200, "mean": 0.015854, "median": 0.012731, "std": 0.012731, "sem": 0.000902, "min": 0.002373, "max": 0.09088, "recall-0.025": 0.845, "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": 0.021291, "median": 0.014584, "std": 0.01986, "sem": 0.001408, "min": 0.000743, "max": 0.112112, "recall-0.025": 0.715, "recall-0.05": 0.93, "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": 0.024887, "median": 0.017495, "std": 0.029797, "sem": 0.002112, "min": 0.00217, "max": 0.27968, "recall-0.025": 0.685, "recall-0.05": 0.915, "recall-0.1": 0.985, "recall-0.15": 0.99, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, "mean": 0.030128, "median": 0.022392, "std": 0.026076, "sem": 0.001848, "min": 0.001982, "max": 0.15564, "recall-0.025": 0.525, "recall-0.05": 0.855, "recall-0.1": 0.965, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.030835, "median": 0.028464, "std": 0.015695, "sem": 0.001113, "min": 0.003129, "max": 0.092047, "recall-0.025": 0.415, "recall-0.05": 0.885, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_right": { "count": 200, "mean": 0.029373, "median": 0.026892, "std": 0.013671, "sem": 0.000969, "min": 0.003684, "max": 0.062972, "recall-0.025": 0.435, "recall-0.05": 0.895, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_left": { "count": 200, "mean": 0.020261, "median": 0.013787, "std": 0.026966, "sem": 0.001912, "min": 0.002161, "max": 0.321862, "recall-0.025": 0.78, "recall-0.05": 0.96, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { "count": 200, "mean": 0.018755, "median": 0.013997, "std": 0.031466, "sem": 0.002231, "min": 0.001406, "max": 0.423445, "recall-0.025": 0.84, "recall-0.05": 0.955, "recall-0.1": 0.995, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, "mean": 0.015587, "median": 0.010735, "std": 0.026038, "sem": 0.001846, "min": 0.003313, "max": 0.329013, "recall-0.025": 0.9, "recall-0.05": 0.97, "recall-0.1": 0.99, "recall-0.15": 0.995, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { "count": 199, "mean": 0.015906, "median": 0.010047, "std": 0.027685, "sem": 0.001968, "min": 0.000852, "max": 0.34465, "recall-0.025": 0.89, "recall-0.05": 0.965, "recall-0.1": 0.985, "recall-0.15": 0.99, "recall-0.25": 0.99, "recall-0.5": 0.995, "num_labels": 200 }, "joint_recalls": { "num_labels": 2600, "recall-0.025": 0.685, "recall-0.05": 0.92577, "recall-0.1": 0.98808, "recall-0.15": 0.99538, "recall-0.25": 0.99731, "recall-0.5": 0.99962 } } { "total_parts": 2800, "correct_parts": 2794, "pcp": 0.997857 } ``` ##### whole-body ```json { "img_loading": 0.0380362, "demosaicing": 0.000576236, "avg_time_2d": 0.0356966, "avg_time_3d": 0.000274105, "fps": 27.3621 } { "triangulator_calls": 200, "init_time": 7.56849e-06, "undistort_time": 4.34473e-05, "project_time": 4.16e-08, "match_time": 4.0805e-08, "pairs_time": 6.84805e-07, "pair_scoring_time": 1.78283e-05, "grouping_time": 2.88577e-06, "full_time": 0.000115345, "merge_time": 2.88308e-05, "post_time": 4.59524e-05, "convert_time": 1.0688e-06, "total_time": 0.000264242 } { "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": 0.04303, "median": 0.039269, "std": 0.014132, "sem": 0.001002, "min": 0.021539, "max": 0.086984, "recall-0.025": 0.045, "recall-0.05": 0.745, "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": 0.003881, "ap-0.05": 0.662439, "ap-0.1": 1.0, "ap-0.15": 1.0, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 200, "mean": 0.05, "median": 0.041294, "std": 0.036001, "sem": 0.002552, "min": 0.005973, "max": 0.236403, "recall-0.025": 0.275, "recall-0.05": 0.62, "recall-0.1": 0.895, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "eye_left": { "count": 200, "mean": 0.044288, "median": 0.037923, "std": 0.028209, "sem": 0.002, "min": 0.00171, "max": 0.137155, "recall-0.025": 0.32, "recall-0.05": 0.635, "recall-0.1": 0.96, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "eye_right": { "count": 200, "mean": 0.056325, "median": 0.046619, "std": 0.038686, "sem": 0.002742, "min": 0.007166, "max": 0.226585, "recall-0.025": 0.21, "recall-0.05": 0.54, "recall-0.1": 0.88, "recall-0.15": 0.98, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_left": { "count": 200, "mean": 0.034649, "median": 0.028446, "std": 0.025909, "sem": 0.001837, "min": 0.003826, "max": 0.175177, "recall-0.025": 0.425, "recall-0.05": 0.815, "recall-0.1": 0.975, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ear_right": { "count": 200, "mean": 0.042026, "median": 0.037544, "std": 0.026198, "sem": 0.001857, "min": 0.003791, "max": 0.128287, "recall-0.025": 0.305, "recall-0.05": 0.65, "recall-0.1": 0.975, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "shoulder_left": { "count": 200, "mean": 0.019929, "median": 0.01693, "std": 0.011985, "sem": 0.00085, "min": 0.001094, "max": 0.095807, "recall-0.025": 0.75, "recall-0.05": 0.96, "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": 0.024932, "median": 0.022244, "std": 0.013747, "sem": 0.000975, "min": 0.00522, "max": 0.080711, "recall-0.025": 0.58, "recall-0.05": 0.935, "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": 0.020252, "median": 0.015771, "std": 0.01732, "sem": 0.001228, "min": 0.001505, "max": 0.105529, "recall-0.025": 0.775, "recall-0.05": 0.95, "recall-0.1": 0.985, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "elbow_right": { "count": 200, "mean": 0.025033, "median": 0.017226, "std": 0.025091, "sem": 0.001779, "min": 0.002717, "max": 0.200619, "recall-0.025": 0.68, "recall-0.05": 0.885, "recall-0.1": 0.975, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_left": { "count": 200, "mean": 0.027222, "median": 0.019391, "std": 0.025146, "sem": 0.001783, "min": 0.002502, "max": 0.164594, "recall-0.025": 0.64, "recall-0.05": 0.885, "recall-0.1": 0.975, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "wrist_right": { "count": 200, "mean": 0.041146, "median": 0.025616, "std": 0.048429, "sem": 0.003433, "min": 0.003859, "max": 0.404037, "recall-0.025": 0.485, "recall-0.05": 0.78, "recall-0.1": 0.925, "recall-0.15": 0.95, "recall-0.25": 0.99, "recall-0.5": 1.0, "num_labels": 200 }, "hip_left": { "count": 200, "mean": 0.030428, "median": 0.028178, "std": 0.014864, "sem": 0.001054, "min": 0.002594, "max": 0.072983, "recall-0.025": 0.4, "recall-0.05": 0.87, "recall-0.1": 1.0, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "hip_right": { "count": 200, "mean": 0.030707, "median": 0.026996, "std": 0.016509, "sem": 0.00117, "min": 0.004434, "max": 0.084628, "recall-0.025": 0.445, "recall-0.05": 0.85, "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": 0.020818, "median": 0.016714, "std": 0.019284, "sem": 0.001367, "min": 0.000745, "max": 0.165307, "recall-0.025": 0.75, "recall-0.05": 0.965, "recall-0.1": 0.99, "recall-0.15": 0.99, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "knee_right": { "count": 200, "mean": 0.02654, "median": 0.014401, "std": 0.047846, "sem": 0.003392, "min": 0.002234, "max": 0.348059, "recall-0.025": 0.775, "recall-0.05": 0.925, "recall-0.1": 0.955, "recall-0.15": 0.975, "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_left": { "count": 200, "mean": 0.016566, "median": 0.011593, "std": 0.019664, "sem": 0.001394, "min": 0.001291, "max": 0.139635, "recall-0.025": 0.845, "recall-0.05": 0.965, "recall-0.1": 0.98, "recall-0.15": 1.0, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "ankle_right": { "count": 200, "mean": 0.018111, "median": 0.013128, "std": 0.021771, "sem": 0.001543, "min": 0.001292, "max": 0.172154, "recall-0.025": 0.845, "recall-0.05": 0.965, "recall-0.1": 0.98, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_big_left": { "count": 200, "mean": 0.029063, "median": 0.021991, "std": 0.029218, "sem": 0.002071, "min": 0.00125, "max": 0.217976, "recall-0.025": 0.58, "recall-0.05": 0.905, "recall-0.1": 0.965, "recall-0.15": 0.985, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 200 }, "foot_toe_small_left": { "count": 200, "mean": 0.026559, "median": 0.019642, "std": 0.031111, "sem": 0.002205, "min": 0.003994, "max": 0.2917, "recall-0.025": 0.67, "recall-0.05": 0.935, "recall-0.1": 0.96, "recall-0.15": 0.98, "recall-0.25": 0.995, "recall-0.5": 1.0, "num_labels": 200 }, "foot_heel_left": { "count": 200, "mean": 0.02443, "median": 0.017401, "std": 0.02463, "sem": 0.001746, "min": 0.002178, "max": 0.21736, "recall-0.025": 0.68, "recall-0.05": 0.935, "recall-0.1": 0.98, "recall-0.15": 0.995, "recall-0.25": 1.0, "recall-0.5": 1.0, 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