59 KiB
59 KiB
Evaluation Results
Results of the model in various experiments on different datasets.
(Note that batching poses did not work due to insufficient memory)
Human36m
{
"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
{
"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
{
"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
{
"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
{
"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,
"num_labels": 200
},
"foot_toe_big_right": {
"count": 200,
"mean": 0.031939,
"median": 0.024265,
"std": 0.031535,
"sem": 0.002235,
"min": 0.001342,
"max": 0.262809,
"recall-0.025": 0.52,
"recall-0.05": 0.87,
"recall-0.1": 0.96,
"recall-0.15": 0.99,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"foot_toe_small_right": {
"count": 200,
"mean": 0.032333,
"median": 0.024078,
"std": 0.032025,
"sem": 0.00227,
"min": 0.00475,
"max": 0.220805,
"recall-0.025": 0.53,
"recall-0.05": 0.87,
"recall-0.1": 0.965,
"recall-0.15": 0.98,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"foot_heel_right": {
"count": 200,
"mean": 0.023705,
"median": 0.017291,
"std": 0.020747,
"sem": 0.001471,
"min": 0.001192,
"max": 0.135471,
"recall-0.025": 0.685,
"recall-0.05": 0.915,
"recall-0.1": 0.98,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_right_1": {
"count": 199,
"mean": 0.090186,
"median": 0.081091,
"std": 0.042041,
"sem": 0.002988,
"min": 0.029641,
"max": 0.296506,
"recall-0.025": 0.0,
"recall-0.05": 0.095,
"recall-0.1": 0.71,
"recall-0.15": 0.91,
"recall-0.25": 0.98,
"recall-0.5": 0.995,
"num_labels": 200
},
"face_jaw_right_2": {
"count": 200,
"mean": 0.086496,
"median": 0.080626,
"std": 0.041034,
"sem": 0.002909,
"min": 0.022659,
"max": 0.291609,
"recall-0.025": 0.005,
"recall-0.05": 0.145,
"recall-0.1": 0.7,
"recall-0.15": 0.905,
"recall-0.25": 0.99,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_right_3": {
"count": 200,
"mean": 0.090164,
"median": 0.080694,
"std": 0.047646,
"sem": 0.003378,
"min": 0.014401,
"max": 0.240963,
"recall-0.025": 0.04,
"recall-0.05": 0.185,
"recall-0.1": 0.665,
"recall-0.15": 0.875,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_right_4": {
"count": 200,
"mean": 0.090295,
"median": 0.077929,
"std": 0.047947,
"sem": 0.003399,
"min": 0.006873,
"max": 0.243925,
"recall-0.025": 0.035,
"recall-0.05": 0.185,
"recall-0.1": 0.66,
"recall-0.15": 0.88,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_right_5": {
"count": 200,
"mean": 0.087022,
"median": 0.073364,
"std": 0.047157,
"sem": 0.003343,
"min": 0.004597,
"max": 0.244694,
"recall-0.025": 0.05,
"recall-0.05": 0.205,
"recall-0.1": 0.685,
"recall-0.15": 0.875,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_right_6": {
"count": 200,
"mean": 0.078144,
"median": 0.06802,
"std": 0.040178,
"sem": 0.002848,
"min": 0.008041,
"max": 0.219142,
"recall-0.025": 0.05,
"recall-0.05": 0.235,
"recall-0.1": 0.755,
"recall-0.15": 0.935,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_right_7": {
"count": 200,
"mean": 0.068325,
"median": 0.056898,
"std": 0.040372,
"sem": 0.002862,
"min": 0.008542,
"max": 0.226815,
"recall-0.025": 0.06,
"recall-0.05": 0.425,
"recall-0.1": 0.815,
"recall-0.15": 0.95,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_right_8": {
"count": 200,
"mean": 0.056317,
"median": 0.045115,
"std": 0.045669,
"sem": 0.003237,
"min": 0.008879,
"max": 0.483117,
"recall-0.025": 0.19,
"recall-0.05": 0.545,
"recall-0.1": 0.935,
"recall-0.15": 0.965,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_middle": {
"count": 200,
"mean": 0.04195,
"median": 0.03765,
"std": 0.025286,
"sem": 0.001793,
"min": 0.005106,
"max": 0.112937,
"recall-0.025": 0.33,
"recall-0.05": 0.655,
"recall-0.1": 0.96,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_left_1": {
"count": 200,
"mean": 0.049126,
"median": 0.038409,
"std": 0.031014,
"sem": 0.002198,
"min": 0.006884,
"max": 0.208441,
"recall-0.025": 0.225,
"recall-0.05": 0.61,
"recall-0.1": 0.935,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_left_2": {
"count": 200,
"mean": 0.055484,
"median": 0.045459,
"std": 0.034806,
"sem": 0.002467,
"min": 0.014189,
"max": 0.238655,
"recall-0.025": 0.13,
"recall-0.05": 0.575,
"recall-0.1": 0.89,
"recall-0.15": 0.975,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_left_3": {
"count": 200,
"mean": 0.064117,
"median": 0.052038,
"std": 0.039353,
"sem": 0.00279,
"min": 0.004509,
"max": 0.267647,
"recall-0.025": 0.055,
"recall-0.05": 0.465,
"recall-0.1": 0.87,
"recall-0.15": 0.955,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_left_4": {
"count": 200,
"mean": 0.070067,
"median": 0.060842,
"std": 0.046212,
"sem": 0.003276,
"min": 0.009068,
"max": 0.489191,
"recall-0.025": 0.035,
"recall-0.05": 0.355,
"recall-0.1": 0.845,
"recall-0.15": 0.955,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_left_5": {
"count": 199,
"mean": 0.071107,
"median": 0.060703,
"std": 0.038609,
"sem": 0.002744,
"min": 0.002978,
"max": 0.203766,
"recall-0.025": 0.03,
"recall-0.05": 0.33,
"recall-0.1": 0.805,
"recall-0.15": 0.935,
"recall-0.25": 0.995,
"recall-0.5": 0.995,
"num_labels": 200
},
"face_jaw_left_6": {
"count": 200,
"mean": 0.071863,
"median": 0.061698,
"std": 0.042063,
"sem": 0.002982,
"min": 0.00737,
"max": 0.248067,
"recall-0.025": 0.06,
"recall-0.05": 0.365,
"recall-0.1": 0.81,
"recall-0.15": 0.94,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_left_7": {
"count": 200,
"mean": 0.070767,
"median": 0.060658,
"std": 0.038384,
"sem": 0.002721,
"min": 0.007471,
"max": 0.193507,
"recall-0.025": 0.05,
"recall-0.05": 0.37,
"recall-0.1": 0.79,
"recall-0.15": 0.95,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_left_8": {
"count": 200,
"mean": 0.069908,
"median": 0.063692,
"std": 0.037747,
"sem": 0.002676,
"min": 0.004256,
"max": 0.205657,
"recall-0.025": 0.04,
"recall-0.05": 0.375,
"recall-0.1": 0.805,
"recall-0.15": 0.955,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_right_1": {
"count": 200,
"mean": 0.065137,
"median": 0.052178,
"std": 0.046069,
"sem": 0.003266,
"min": 0.00491,
"max": 0.304229,
"recall-0.025": 0.09,
"recall-0.05": 0.47,
"recall-0.1": 0.85,
"recall-0.15": 0.96,
"recall-0.25": 0.985,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_right_2": {
"count": 200,
"mean": 0.056394,
"median": 0.044664,
"std": 0.04334,
"sem": 0.003072,
"min": 0.00459,
"max": 0.344106,
"recall-0.025": 0.215,
"recall-0.05": 0.53,
"recall-0.1": 0.905,
"recall-0.15": 0.955,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_right_3": {
"count": 200,
"mean": 0.050022,
"median": 0.037612,
"std": 0.040997,
"sem": 0.002906,
"min": 0.003698,
"max": 0.326209,
"recall-0.025": 0.29,
"recall-0.05": 0.65,
"recall-0.1": 0.9,
"recall-0.15": 0.97,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_right_4": {
"count": 200,
"mean": 0.042468,
"median": 0.033034,
"std": 0.034806,
"sem": 0.002467,
"min": 0.002955,
"max": 0.275102,
"recall-0.025": 0.365,
"recall-0.05": 0.74,
"recall-0.1": 0.935,
"recall-0.15": 0.975,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_right_5": {
"count": 200,
"mean": 0.037063,
"median": 0.029386,
"std": 0.03015,
"sem": 0.002137,
"min": 0.004151,
"max": 0.267448,
"recall-0.025": 0.395,
"recall-0.05": 0.79,
"recall-0.1": 0.965,
"recall-0.15": 0.995,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_left_1": {
"count": 200,
"mean": 0.03367,
"median": 0.024625,
"std": 0.030311,
"sem": 0.002149,
"min": 0.00367,
"max": 0.212602,
"recall-0.025": 0.505,
"recall-0.05": 0.825,
"recall-0.1": 0.97,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_left_2": {
"count": 200,
"mean": 0.032057,
"median": 0.025607,
"std": 0.025639,
"sem": 0.001818,
"min": 0.003148,
"max": 0.179948,
"recall-0.025": 0.48,
"recall-0.05": 0.825,
"recall-0.1": 0.98,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_left_3": {
"count": 200,
"mean": 0.033774,
"median": 0.026215,
"std": 0.027979,
"sem": 0.001983,
"min": 0.002209,
"max": 0.173778,
"recall-0.025": 0.49,
"recall-0.05": 0.8,
"recall-0.1": 0.975,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_left_4": {
"count": 200,
"mean": 0.036848,
"median": 0.028273,
"std": 0.028712,
"sem": 0.002035,
"min": 0.00303,
"max": 0.230255,
"recall-0.025": 0.425,
"recall-0.05": 0.76,
"recall-0.1": 0.97,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_left_5": {
"count": 200,
"mean": 0.042395,
"median": 0.033633,
"std": 0.029695,
"sem": 0.002105,
"min": 0.00347,
"max": 0.193113,
"recall-0.025": 0.325,
"recall-0.05": 0.67,
"recall-0.1": 0.95,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_1": {
"count": 200,
"mean": 0.032583,
"median": 0.025128,
"std": 0.027478,
"sem": 0.001948,
"min": 0.004162,
"max": 0.243484,
"recall-0.025": 0.495,
"recall-0.05": 0.855,
"recall-0.1": 0.98,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_2": {
"count": 200,
"mean": 0.037432,
"median": 0.026723,
"std": 0.034646,
"sem": 0.002456,
"min": 0.003926,
"max": 0.21618,
"recall-0.025": 0.43,
"recall-0.05": 0.815,
"recall-0.1": 0.955,
"recall-0.15": 0.975,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_3": {
"count": 200,
"mean": 0.039218,
"median": 0.030531,
"std": 0.031833,
"sem": 0.002257,
"min": 0.004975,
"max": 0.206698,
"recall-0.025": 0.38,
"recall-0.05": 0.77,
"recall-0.1": 0.94,
"recall-0.15": 0.98,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_4": {
"count": 200,
"mean": 0.042108,
"median": 0.031621,
"std": 0.034613,
"sem": 0.002454,
"min": 0.004579,
"max": 0.224392,
"recall-0.025": 0.385,
"recall-0.05": 0.72,
"recall-0.1": 0.92,
"recall-0.15": 0.98,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_5": {
"count": 200,
"mean": 0.050299,
"median": 0.040057,
"std": 0.042128,
"sem": 0.002986,
"min": 0.005103,
"max": 0.397263,
"recall-0.025": 0.26,
"recall-0.05": 0.65,
"recall-0.1": 0.92,
"recall-0.15": 0.96,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_6": {
"count": 200,
"mean": 0.044236,
"median": 0.034263,
"std": 0.031104,
"sem": 0.002205,
"min": 0.006119,
"max": 0.187049,
"recall-0.025": 0.31,
"recall-0.05": 0.675,
"recall-0.1": 0.935,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_7": {
"count": 200,
"mean": 0.037019,
"median": 0.03075,
"std": 0.026101,
"sem": 0.00185,
"min": 0.006775,
"max": 0.153869,
"recall-0.025": 0.405,
"recall-0.05": 0.76,
"recall-0.1": 0.97,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_8": {
"count": 200,
"mean": 0.036512,
"median": 0.029187,
"std": 0.024736,
"sem": 0.001753,
"min": 0.005065,
"max": 0.145505,
"recall-0.025": 0.415,
"recall-0.05": 0.76,
"recall-0.1": 0.98,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_9": {
"count": 200,
"mean": 0.037414,
"median": 0.029256,
"std": 0.028403,
"sem": 0.002013,
"min": 0.00169,
"max": 0.15322,
"recall-0.025": 0.435,
"recall-0.05": 0.765,
"recall-0.1": 0.955,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_right_1": {
"count": 200,
"mean": 0.05918,
"median": 0.047236,
"std": 0.038971,
"sem": 0.002763,
"min": 0.007489,
"max": 0.235613,
"recall-0.025": 0.15,
"recall-0.05": 0.515,
"recall-0.1": 0.885,
"recall-0.15": 0.96,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_right_2": {
"count": 200,
"mean": 0.051284,
"median": 0.043347,
"std": 0.033688,
"sem": 0.002388,
"min": 0.003984,
"max": 0.210391,
"recall-0.025": 0.195,
"recall-0.05": 0.605,
"recall-0.1": 0.91,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_right_3": {
"count": 200,
"mean": 0.045563,
"median": 0.037221,
"std": 0.031299,
"sem": 0.002219,
"min": 0.004218,
"max": 0.186976,
"recall-0.025": 0.285,
"recall-0.05": 0.665,
"recall-0.1": 0.94,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_right_4": {
"count": 200,
"mean": 0.040261,
"median": 0.032768,
"std": 0.030755,
"sem": 0.00218,
"min": 0.003566,
"max": 0.276559,
"recall-0.025": 0.355,
"recall-0.05": 0.75,
"recall-0.1": 0.96,
"recall-0.15": 0.99,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_right_5": {
"count": 200,
"mean": 0.042503,
"median": 0.035272,
"std": 0.027721,
"sem": 0.001965,
"min": 0.002076,
"max": 0.177924,
"recall-0.025": 0.29,
"recall-0.05": 0.71,
"recall-0.1": 0.95,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_right_6": {
"count": 200,
"mean": 0.051571,
"median": 0.040153,
"std": 0.037041,
"sem": 0.002626,
"min": 0.006639,
"max": 0.213775,
"recall-0.025": 0.245,
"recall-0.05": 0.605,
"recall-0.1": 0.9,
"recall-0.15": 0.97,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_left_1": {
"count": 200,
"mean": 0.032026,
"median": 0.0253,
"std": 0.022861,
"sem": 0.001621,
"min": 0.005487,
"max": 0.151369,
"recall-0.025": 0.495,
"recall-0.05": 0.82,
"recall-0.1": 0.975,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_left_2": {
"count": 200,
"mean": 0.032216,
"median": 0.025704,
"std": 0.023708,
"sem": 0.001681,
"min": 0.003795,
"max": 0.122308,
"recall-0.025": 0.475,
"recall-0.05": 0.82,
"recall-0.1": 0.98,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_left_3": {
"count": 200,
"mean": 0.03404,
"median": 0.024649,
"std": 0.027985,
"sem": 0.001984,
"min": 0.001734,
"max": 0.165697,
"recall-0.025": 0.51,
"recall-0.05": 0.825,
"recall-0.1": 0.96,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_left_4": {
"count": 200,
"mean": 0.037922,
"median": 0.028656,
"std": 0.029045,
"sem": 0.002059,
"min": 0.00163,
"max": 0.169992,
"recall-0.025": 0.425,
"recall-0.05": 0.775,
"recall-0.1": 0.935,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_left_5": {
"count": 200,
"mean": 0.035021,
"median": 0.027634,
"std": 0.026689,
"sem": 0.001892,
"min": 0.00109,
"max": 0.147629,
"recall-0.025": 0.455,
"recall-0.05": 0.775,
"recall-0.1": 0.965,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_left_6": {
"count": 200,
"mean": 0.033258,
"median": 0.02609,
"std": 0.023644,
"sem": 0.001676,
"min": 0.003624,
"max": 0.125818,
"recall-0.025": 0.475,
"recall-0.05": 0.815,
"recall-0.1": 0.975,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_1": {
"count": 200,
"mean": 0.052417,
"median": 0.039059,
"std": 0.045006,
"sem": 0.00319,
"min": 0.00469,
"max": 0.413482,
"recall-0.025": 0.28,
"recall-0.05": 0.595,
"recall-0.1": 0.9,
"recall-0.15": 0.975,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_2": {
"count": 200,
"mean": 0.043331,
"median": 0.035459,
"std": 0.031829,
"sem": 0.002256,
"min": 0.004419,
"max": 0.219084,
"recall-0.025": 0.35,
"recall-0.05": 0.67,
"recall-0.1": 0.94,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_3": {
"count": 200,
"mean": 0.038693,
"median": 0.031125,
"std": 0.029204,
"sem": 0.00207,
"min": 0.004738,
"max": 0.194787,
"recall-0.025": 0.39,
"recall-0.05": 0.76,
"recall-0.1": 0.96,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_4": {
"count": 200,
"mean": 0.037193,
"median": 0.027998,
"std": 0.030438,
"sem": 0.002158,
"min": 0.003016,
"max": 0.216648,
"recall-0.025": 0.4,
"recall-0.05": 0.76,
"recall-0.1": 0.965,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_5": {
"count": 200,
"mean": 0.0362,
"median": 0.029058,
"std": 0.026208,
"sem": 0.001858,
"min": 0.006694,
"max": 0.153436,
"recall-0.025": 0.43,
"recall-0.05": 0.785,
"recall-0.1": 0.97,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_6": {
"count": 200,
"mean": 0.033512,
"median": 0.027338,
"std": 0.022872,
"sem": 0.001621,
"min": 0.003556,
"max": 0.125841,
"recall-0.025": 0.435,
"recall-0.05": 0.815,
"recall-0.1": 0.98,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_7": {
"count": 200,
"mean": 0.037067,
"median": 0.028309,
"std": 0.026543,
"sem": 0.001882,
"min": 0.002307,
"max": 0.164978,
"recall-0.025": 0.425,
"recall-0.05": 0.755,
"recall-0.1": 0.975,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_8": {
"count": 200,
"mean": 0.035943,
"median": 0.027546,
"std": 0.029331,
"sem": 0.002079,
"min": 0.004591,
"max": 0.25722,
"recall-0.025": 0.46,
"recall-0.05": 0.765,
"recall-0.1": 0.975,
"recall-0.15": 0.99,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_9": {
"count": 200,
"mean": 0.035293,
"median": 0.029039,
"std": 0.02704,
"sem": 0.001917,
"min": 0.00276,
"max": 0.190415,
"recall-0.025": 0.445,
"recall-0.05": 0.765,
"recall-0.1": 0.98,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_10": {
"count": 200,
"mean": 0.038797,
"median": 0.028855,
"std": 0.033653,
"sem": 0.002386,
"min": 0.005085,
"max": 0.294249,
"recall-0.025": 0.43,
"recall-0.05": 0.73,
"recall-0.1": 0.965,
"recall-0.15": 0.99,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_11": {
"count": 200,
"mean": 0.041176,
"median": 0.033584,
"std": 0.027888,
"sem": 0.001977,
"min": 0.006178,
"max": 0.224664,
"recall-0.025": 0.325,
"recall-0.05": 0.69,
"recall-0.1": 0.97,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_12": {
"count": 200,
"mean": 0.04335,
"median": 0.035058,
"std": 0.029542,
"sem": 0.002094,
"min": 0.004884,
"max": 0.221595,
"recall-0.025": 0.335,
"recall-0.05": 0.66,
"recall-0.1": 0.95,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_13": {
"count": 199,
"mean": 0.049791,
"median": 0.036583,
"std": 0.037244,
"sem": 0.002647,
"min": 0.001204,
"max": 0.201367,
"recall-0.025": 0.29,
"recall-0.05": 0.615,
"recall-0.1": 0.89,
"recall-0.15": 0.98,
"recall-0.25": 0.995,
"recall-0.5": 0.995,
"num_labels": 200
},
"face_mouth_14": {
"count": 200,
"mean": 0.042289,
"median": 0.034645,
"std": 0.03222,
"sem": 0.002284,
"min": 0.007891,
"max": 0.22009,
"recall-0.025": 0.325,
"recall-0.05": 0.705,
"recall-0.1": 0.955,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_15": {
"count": 200,
"mean": 0.037423,
"median": 0.032205,
"std": 0.026285,
"sem": 0.001863,
"min": 0.003932,
"max": 0.17102,
"recall-0.025": 0.4,
"recall-0.05": 0.74,
"recall-0.1": 0.975,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_16": {
"count": 200,
"mean": 0.033631,
"median": 0.028634,
"std": 0.021759,
"sem": 0.001542,
"min": 0.003328,
"max": 0.118601,
"recall-0.025": 0.42,
"recall-0.05": 0.8,
"recall-0.1": 0.995,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_17": {
"count": 200,
"mean": 0.037143,
"median": 0.027897,
"std": 0.026863,
"sem": 0.001904,
"min": 0.003264,
"max": 0.161595,
"recall-0.025": 0.42,
"recall-0.05": 0.76,
"recall-0.1": 0.97,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_18": {
"count": 200,
"mean": 0.032196,
"median": 0.025563,
"std": 0.024801,
"sem": 0.001758,
"min": 0.002826,
"max": 0.200336,
"recall-0.025": 0.48,
"recall-0.05": 0.835,
"recall-0.1": 0.985,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_19": {
"count": 200,
"mean": 0.033841,
"median": 0.02622,
"std": 0.02801,
"sem": 0.001986,
"min": 0.002484,
"max": 0.225828,
"recall-0.025": 0.475,
"recall-0.05": 0.785,
"recall-0.1": 0.97,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_20": {
"count": 200,
"mean": 0.03805,
"median": 0.029733,
"std": 0.028118,
"sem": 0.001993,
"min": 0.006261,
"max": 0.225434,
"recall-0.025": 0.43,
"recall-0.05": 0.72,
"recall-0.1": 0.965,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_wrist_left": {
"count": 200,
"mean": 0.034222,
"median": 0.021707,
"std": 0.037783,
"sem": 0.002678,
"min": 0.001226,
"max": 0.181711,
"recall-0.025": 0.575,
"recall-0.05": 0.83,
"recall-0.1": 0.915,
"recall-0.15": 0.965,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_wrist_right": {
"count": 200,
"mean": 0.042875,
"median": 0.023659,
"std": 0.056983,
"sem": 0.004039,
"min": 0.003907,
"max": 0.386514,
"recall-0.025": 0.53,
"recall-0.05": 0.785,
"recall-0.1": 0.905,
"recall-0.15": 0.95,
"recall-0.25": 0.975,
"recall-0.5": 1.0,
"num_labels": 200
},
"hip_middle": {
"count": 200,
"mean": 0.029232,
"median": 0.025708,
"std": 0.015173,
"sem": 0.001076,
"min": 0.002008,
"max": 0.099106,
"recall-0.025": 0.47,
"recall-0.05": 0.875,
"recall-0.1": 1.0,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"shoulder_middle": {
"count": 200,
"mean": 0.018579,
"median": 0.016433,
"std": 0.009356,
"sem": 0.000663,
"min": 0.002107,
"max": 0.054166,
"recall-0.025": 0.78,
"recall-0.05": 0.995,
"recall-0.1": 1.0,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"head": {
"count": 200,
"mean": 0.031422,
"median": 0.028525,
"std": 0.019139,
"sem": 0.001357,
"min": 0.003049,
"max": 0.112382,
"recall-0.025": 0.465,
"recall-0.05": 0.855,
"recall-0.1": 0.99,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"body_errors": {
"body": {
"count": 5200,
"mean": 0.029855,
"median": 0.023667,
"std": 0.024984,
"sem": 0.001771,
"min": 0.002839,
"max": 0.174979,
"num_labels": 5200
},
"face": {
"count": 13597,
"mean": 0.048086,
"median": 0.039195,
"std": 0.032977,
"sem": 0.002338,
"min": 0.005486,
"max": 0.224024,
"num_labels": 13600
},
"hand": {
"count": 400,
"mean": 0.038549,
"median": 0.022683,
"std": 0.047383,
"sem": 0.003358,
"min": 0.002566,
"max": 0.284113,
"num_labels": 400
}
},
"joint_recalls": {
"num_labels": 19200,
"recall-0.025": 0.38266,
"recall-0.05": 0.70099,
"recall-0.1": 0.92948,
"recall-0.15": 0.97917,
"recall-0.25": 0.99813,
"recall-0.5": 0.99984
}
}
{
"total_parts": 2800,
"correct_parts": 2791,
"pcp": 0.996786
}