151 KiB
151 KiB
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
{
"img_loading": 0.02141373965699794,
"avg_time_2d": 0.009271658073037358,
"avg_time_3d": 0.00028209807509082857,
"avg_fps": 104.67087337119489
}
{
"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": 0.061683,
"median": 0.053445,
"std": 0.028882,
"sem": 0.00118,
"min": 0.036411,
"max": 0.187982,
"recall-0.025": 0.0,
"recall-0.05": 0.34,
"recall-0.1": 0.938333,
"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": 0.189939,
"ap-0.1": 0.891718,
"ap-0.15": 0.909546,
"ap-0.25": 1.0,
"ap-0.5": 1.0
},
"nose": {
"count": 600,
"mean": 0.106141,
"median": 0.094448,
"std": 0.038366,
"sem": 0.001568,
"min": 0.024893,
"max": 0.246762,
"recall-0.025": 0.001667,
"recall-0.05": 0.041667,
"recall-0.1": 0.563333,
"recall-0.15": 0.87,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 600
},
"shoulder_left": {
"count": 600,
"mean": 0.035447,
"median": 0.026255,
"std": 0.033951,
"sem": 0.001387,
"min": 0.002737,
"max": 0.175181,
"recall-0.025": 0.471667,
"recall-0.05": 0.818333,
"recall-0.1": 0.94,
"recall-0.15": 0.961667,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 600
},
"shoulder_right": {
"count": 600,
"mean": 0.044417,
"median": 0.032206,
"std": 0.03933,
"sem": 0.001607,
"min": 0.004924,
"max": 0.213952,
"recall-0.025": 0.32,
"recall-0.05": 0.775,
"recall-0.1": 0.921667,
"recall-0.15": 0.948333,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 600
},
"elbow_left": {
"count": 600,
"mean": 0.044487,
"median": 0.035673,
"std": 0.036114,
"sem": 0.001476,
"min": 0.000729,
"max": 0.198786,
"recall-0.025": 0.25,
"recall-0.05": 0.786667,
"recall-0.1": 0.933333,
"recall-0.15": 0.953333,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 600
},
"elbow_right": {
"count": 600,
"mean": 0.043388,
"median": 0.03166,
"std": 0.037156,
"sem": 0.001518,
"min": 0.003144,
"max": 0.305319,
"recall-0.025": 0.268333,
"recall-0.05": 0.818333,
"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": 0.042448,
"median": 0.024983,
"std": 0.046527,
"sem": 0.001901,
"min": 0.002855,
"max": 0.346367,
"recall-0.025": 0.5,
"recall-0.05": 0.75,
"recall-0.1": 0.891667,
"recall-0.15": 0.94,
"recall-0.25": 0.996667,
"recall-0.5": 1.0,
"num_labels": 600
},
"wrist_right": {
"count": 600,
"mean": 0.048379,
"median": 0.027646,
"std": 0.058274,
"sem": 0.002381,
"min": 0.002667,
"max": 0.456727,
"recall-0.025": 0.433333,
"recall-0.05": 0.765,
"recall-0.1": 0.888333,
"recall-0.15": 0.903333,
"recall-0.25": 0.983333,
"recall-0.5": 1.0,
"num_labels": 600
},
"hip_left": {
"count": 600,
"mean": 0.069635,
"median": 0.058569,
"std": 0.03605,
"sem": 0.001473,
"min": 0.025326,
"max": 0.216965,
"recall-0.025": 0.0,
"recall-0.05": 0.246667,
"recall-0.1": 0.881667,
"recall-0.15": 0.945,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 600
},
"hip_right": {
"count": 600,
"mean": 0.086503,
"median": 0.083243,
"std": 0.029123,
"sem": 0.00119,
"min": 0.01068,
"max": 0.216597,
"recall-0.025": 0.016667,
"recall-0.05": 0.058333,
"recall-0.1": 0.861667,
"recall-0.15": 0.95,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 600
},
"knee_left": {
"count": 600,
"mean": 0.058563,
"median": 0.041457,
"std": 0.062525,
"sem": 0.002555,
"min": 0.017158,
"max": 0.477274,
"recall-0.025": 0.086667,
"recall-0.05": 0.675,
"recall-0.1": 0.908333,
"recall-0.15": 0.925,
"recall-0.25": 0.98,
"recall-0.5": 1.0,
"num_labels": 600
},
"knee_right": {
"count": 600,
"mean": 0.047268,
"median": 0.035689,
"std": 0.039527,
"sem": 0.001615,
"min": 0.00887,
"max": 0.305548,
"recall-0.025": 0.101667,
"recall-0.05": 0.815,
"recall-0.1": 0.92,
"recall-0.15": 0.941667,
"recall-0.25": 0.998333,
"recall-0.5": 1.0,
"num_labels": 600
},
"ankle_left": {
"count": 595,
"mean": 0.08962,
"median": 0.082327,
"std": 0.035253,
"sem": 0.001446,
"min": 0.042995,
"max": 0.38092,
"recall-0.025": 0.0,
"recall-0.05": 0.003333,
"recall-0.1": 0.875,
"recall-0.15": 0.936667,
"recall-0.25": 0.983333,
"recall-0.5": 0.991667,
"num_labels": 600
},
"ankle_right": {
"count": 600,
"mean": 0.081832,
"median": 0.067407,
"std": 0.051265,
"sem": 0.002095,
"min": 0.03106,
"max": 0.412967,
"recall-0.025": 0.0,
"recall-0.05": 0.043333,
"recall-0.1": 0.891667,
"recall-0.15": 0.915,
"recall-0.25": 0.973333,
"recall-0.5": 1.0,
"num_labels": 600
},
"joint_recalls": {
"num_labels": 7800,
"recall-0.025": 0.18821,
"recall-0.05": 0.50667,
"recall-0.1": 0.87667,
"recall-0.15": 0.93282,
"recall-0.25": 0.99269,
"recall-0.5": 0.99936
}
}
{
"total_parts": 8400,
"correct_parts": 8118,
"pcp": 0.966429
}
Shelf
{
"img_loading": 0.044489096120460744,
"avg_time_2d": 0.018255191979949008,
"avg_time_3d": 0.0006648879690268605,
"avg_fps": 52.85389928038487
}
{
"person_nums": {
"total_frames": 301,
"total_labels": 477,
"total_preds": 833,
"considered_empty": 0,
"valid_preds": 477,
"invalid_preds": 356,
"missing": 0,
"invalid_fraction": 0.42737,
"precision": 0.57263,
"recall": 1.0,
"f1": 0.72824,
"non_empty": 833
},
"mpjpe": {
"count": 477,
"mean": 0.048052,
"median": 0.042852,
"std": 0.015195,
"sem": 0.000696,
"min": 0.028815,
"max": 0.136671,
"recall-0.025": 0.0,
"recall-0.05": 0.696017,
"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": 0.379242,
"ap-0.1": 0.724402,
"ap-0.15": 0.737861,
"ap-0.25": 0.737861,
"ap-0.5": 0.737861
},
"head": {
"count": 477,
"mean": 0.053874,
"median": 0.049955,
"std": 0.025137,
"sem": 0.001152,
"min": 0.006113,
"max": 0.186109,
"recall-0.025": 0.081761,
"recall-0.05": 0.501048,
"recall-0.1": 0.9413,
"recall-0.15": 0.993711,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 477
},
"shoulder_left": {
"count": 477,
"mean": 0.042499,
"median": 0.037555,
"std": 0.020829,
"sem": 0.000955,
"min": 0.001617,
"max": 0.150185,
"recall-0.025": 0.165618,
"recall-0.05": 0.727463,
"recall-0.1": 0.989518,
"recall-0.15": 0.997904,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 477
},
"shoulder_right": {
"count": 477,
"mean": 0.050613,
"median": 0.045164,
"std": 0.024733,
"sem": 0.001134,
"min": 0.005348,
"max": 0.150646,
"recall-0.025": 0.121593,
"recall-0.05": 0.555556,
"recall-0.1": 0.955975,
"recall-0.15": 0.997904,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 477
},
"elbow_left": {
"count": 477,
"mean": 0.04095,
"median": 0.033218,
"std": 0.028738,
"sem": 0.001317,
"min": 0.003819,
"max": 0.325076,
"recall-0.025": 0.29979,
"recall-0.05": 0.752621,
"recall-0.1": 0.951782,
"recall-0.15": 0.997904,
"recall-0.25": 0.997904,
"recall-0.5": 1.0,
"num_labels": 477
},
"elbow_right": {
"count": 477,
"mean": 0.053209,
"median": 0.043869,
"std": 0.040698,
"sem": 0.001865,
"min": 0.002722,
"max": 0.236358,
"recall-0.025": 0.262055,
"recall-0.05": 0.561845,
"recall-0.1": 0.895178,
"recall-0.15": 0.958071,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 477
},
"wrist_left": {
"count": 477,
"mean": 0.060157,
"median": 0.053926,
"std": 0.038715,
"sem": 0.001775,
"min": 0.003566,
"max": 0.32995,
"recall-0.025": 0.138365,
"recall-0.05": 0.419287,
"recall-0.1": 0.901468,
"recall-0.15": 0.962264,
"recall-0.25": 0.991614,
"recall-0.5": 1.0,
"num_labels": 477
},
"wrist_right": {
"count": 477,
"mean": 0.059301,
"median": 0.054945,
"std": 0.033581,
"sem": 0.001539,
"min": 0.007479,
"max": 0.373087,
"recall-0.025": 0.102725,
"recall-0.05": 0.404612,
"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": 0.047596,
"median": 0.042178,
"std": 0.026624,
"sem": 0.00122,
"min": 0.006884,
"max": 0.187638,
"recall-0.025": 0.201258,
"recall-0.05": 0.616352,
"recall-0.1": 0.958071,
"recall-0.15": 0.995807,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 477
},
"hip_right": {
"count": 477,
"mean": 0.058267,
"median": 0.057363,
"std": 0.023758,
"sem": 0.001089,
"min": 0.004326,
"max": 0.131714,
"recall-0.025": 0.085954,
"recall-0.05": 0.398323,
"recall-0.1": 0.947589,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 477
},
"knee_left": {
"count": 477,
"mean": 0.040442,
"median": 0.038393,
"std": 0.024521,
"sem": 0.001124,
"min": 0.004989,
"max": 0.188675,
"recall-0.025": 0.268344,
"recall-0.05": 0.750524,
"recall-0.1": 0.976939,
"recall-0.15": 0.989518,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 477
},
"knee_right": {
"count": 477,
"mean": 0.040187,
"median": 0.037048,
"std": 0.023416,
"sem": 0.001073,
"min": 0.007444,
"max": 0.18724,
"recall-0.025": 0.320755,
"recall-0.05": 0.706499,
"recall-0.1": 0.976939,
"recall-0.15": 0.997904,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 477
},
"ankle_left": {
"count": 477,
"mean": 0.036481,
"median": 0.028608,
"std": 0.030745,
"sem": 0.001409,
"min": 0.005139,
"max": 0.223634,
"recall-0.025": 0.425577,
"recall-0.05": 0.819706,
"recall-0.1": 0.9413,
"recall-0.15": 0.983229,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 477
},
"ankle_right": {
"count": 477,
"mean": 0.041095,
"median": 0.030562,
"std": 0.038332,
"sem": 0.001757,
"min": 0.002637,
"max": 0.270657,
"recall-0.025": 0.312369,
"recall-0.05": 0.807128,
"recall-0.1": 0.928721,
"recall-0.15": 0.966457,
"recall-0.25": 0.995807,
"recall-0.5": 1.0,
"num_labels": 477
},
"joint_recalls": {
"num_labels": 6201,
"recall-0.025": 0.21351,
"recall-0.05": 0.61587,
"recall-0.1": 0.94275,
"recall-0.15": 0.98549,
"recall-0.25": 0.99839,
"recall-0.5": 1.0
}
}
{
"total_parts": 6678,
"correct_parts": 6619,
"pcp": 0.991165
}
Campus
{
"img_loading": 0.005073833015729797,
"avg_time_2d": 0.008780407455732237,
"avg_time_3d": 0.0003352693791659373,
"avg_fps": 109.70112456944842
}
{
"person_nums": {
"total_frames": 222,
"total_labels": 376,
"total_preds": 453,
"considered_empty": 0,
"valid_preds": 376,
"invalid_preds": 77,
"missing": 0,
"invalid_fraction": 0.16998,
"precision": 0.83002,
"recall": 1.0,
"f1": 0.90712,
"non_empty": 453
},
"mpjpe": {
"count": 376,
"mean": 0.079394,
"median": 0.075674,
"std": 0.019424,
"sem": 0.001003,
"min": 0.040193,
"max": 0.254009,
"recall-0.025": 0.0,
"recall-0.05": 0.005319,
"recall-0.1": 0.864362,
"recall-0.15": 0.994681,
"recall-0.25": 0.99734,
"recall-0.5": 1.0,
"num_labels": 376,
"ap-0.025": 0.0,
"ap-0.05": 7.4e-05,
"ap-0.1": 0.739086,
"ap-0.15": 0.940128,
"ap-0.25": 0.942697,
"ap-0.5": 0.945474
},
"head": {
"count": 376,
"mean": 0.072768,
"median": 0.068735,
"std": 0.037079,
"sem": 0.001915,
"min": 0.010955,
"max": 0.398709,
"recall-0.025": 0.053191,
"recall-0.05": 0.263298,
"recall-0.1": 0.840426,
"recall-0.15": 0.970745,
"recall-0.25": 0.99734,
"recall-0.5": 1.0,
"num_labels": 376
},
"shoulder_left": {
"count": 376,
"mean": 0.072258,
"median": 0.064827,
"std": 0.034798,
"sem": 0.001797,
"min": 0.011871,
"max": 0.234099,
"recall-0.025": 0.026596,
"recall-0.05": 0.255319,
"recall-0.1": 0.840426,
"recall-0.15": 0.965426,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 376
},
"shoulder_right": {
"count": 376,
"mean": 0.080766,
"median": 0.07291,
"std": 0.042949,
"sem": 0.002218,
"min": 0.012177,
"max": 0.491583,
"recall-0.025": 0.018617,
"recall-0.05": 0.220745,
"recall-0.1": 0.763298,
"recall-0.15": 0.944149,
"recall-0.25": 0.99734,
"recall-0.5": 1.0,
"num_labels": 376
},
"elbow_left": {
"count": 376,
"mean": 0.089063,
"median": 0.075083,
"std": 0.052857,
"sem": 0.00273,
"min": 0.007318,
"max": 0.352924,
"recall-0.025": 0.029255,
"recall-0.05": 0.24734,
"recall-0.1": 0.656915,
"recall-0.15": 0.856383,
"recall-0.25": 0.989362,
"recall-0.5": 1.0,
"num_labels": 376
},
"elbow_right": {
"count": 375,
"mean": 0.08396,
"median": 0.073184,
"std": 0.045008,
"sem": 0.002327,
"min": 0.005862,
"max": 0.218543,
"recall-0.025": 0.047872,
"recall-0.05": 0.25,
"recall-0.1": 0.664894,
"recall-0.15": 0.901596,
"recall-0.25": 0.99734,
"recall-0.5": 0.99734,
"num_labels": 376
},
"wrist_left": {
"count": 376,
"mean": 0.127485,
"median": 0.111794,
"std": 0.071229,
"sem": 0.003678,
"min": 0.0099,
"max": 0.453164,
"recall-0.025": 0.013298,
"recall-0.05": 0.101064,
"recall-0.1": 0.401596,
"recall-0.15": 0.699468,
"recall-0.25": 0.922872,
"recall-0.5": 1.0,
"num_labels": 376
},
"wrist_right": {
"count": 375,
"mean": 0.11421,
"median": 0.107244,
"std": 0.050117,
"sem": 0.002591,
"min": 0.02044,
"max": 0.465366,
"recall-0.025": 0.00266,
"recall-0.05": 0.050532,
"recall-0.1": 0.43883,
"recall-0.15": 0.803191,
"recall-0.25": 0.989362,
"recall-0.5": 0.99734,
"num_labels": 376
},
"hip_left": {
"count": 376,
"mean": 0.072676,
"median": 0.071036,
"std": 0.030176,
"sem": 0.001558,
"min": 0.010522,
"max": 0.160822,
"recall-0.025": 0.055851,
"recall-0.05": 0.244681,
"recall-0.1": 0.795213,
"recall-0.15": 0.992021,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 376
},
"hip_right": {
"count": 376,
"mean": 0.078253,
"median": 0.073309,
"std": 0.035105,
"sem": 0.001813,
"min": 0.014126,
"max": 0.26013,
"recall-0.025": 0.023936,
"recall-0.05": 0.196809,
"recall-0.1": 0.808511,
"recall-0.15": 0.952128,
"recall-0.25": 0.99734,
"recall-0.5": 1.0,
"num_labels": 376
},
"knee_left": {
"count": 376,
"mean": 0.054201,
"median": 0.049227,
"std": 0.025504,
"sem": 0.001317,
"min": 0.004009,
"max": 0.148583,
"recall-0.025": 0.106383,
"recall-0.05": 0.518617,
"recall-0.1": 0.941489,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 376
},
"knee_right": {
"count": 376,
"mean": 0.054822,
"median": 0.049053,
"std": 0.031296,
"sem": 0.001616,
"min": 0.003248,
"max": 0.237713,
"recall-0.025": 0.114362,
"recall-0.05": 0.515957,
"recall-0.1": 0.930851,
"recall-0.15": 0.976064,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 376
},
"ankle_left": {
"count": 376,
"mean": 0.066112,
"median": 0.053329,
"std": 0.05061,
"sem": 0.002613,
"min": 0.005836,
"max": 0.393318,
"recall-0.025": 0.103723,
"recall-0.05": 0.446809,
"recall-0.1": 0.861702,
"recall-0.15": 0.960106,
"recall-0.25": 0.978723,
"recall-0.5": 1.0,
"num_labels": 376
},
"ankle_right": {
"count": 375,
"mean": 0.06191,
"median": 0.050364,
"std": 0.046209,
"sem": 0.002389,
"min": 0.008334,
"max": 0.378969,
"recall-0.025": 0.066489,
"recall-0.05": 0.49734,
"recall-0.1": 0.906915,
"recall-0.15": 0.962766,
"recall-0.25": 0.981383,
"recall-0.5": 0.99734,
"num_labels": 376
},
"joint_recalls": {
"num_labels": 4888,
"recall-0.025": 0.0493,
"recall-0.05": 0.29194,
"recall-0.1": 0.75716,
"recall-0.15": 0.92103,
"recall-0.25": 0.98732,
"recall-0.5": 0.99877
}
}
{
"total_parts": 5264,
"correct_parts": 4931,
"pcp": 0.93674
}
MVOR
{
"img_loading": 0.011780858232439623,
"avg_time_2d": 0.010135567823789039,
"avg_time_3d": 0.0004209093207881601,
"avg_fps": 94.72857150206536
}
{
"person_nums": {
"total_frames": 629,
"total_labels": 1061,
"total_preds": 1154,
"considered_empty": 0,
"valid_preds": 824,
"invalid_preds": 330,
"missing": 237,
"invalid_fraction": 0.28596,
"precision": 0.71404,
"recall": 0.77663,
"f1": 0.74402,
"non_empty": 1154
},
"mpjpe": {
"count": 824,
"mean": 0.116945,
"median": 0.098916,
"std": 0.063493,
"sem": 0.002213,
"min": 0.045377,
"max": 0.476467,
"recall-0.025": 0.0,
"recall-0.05": 0.001885,
"recall-0.1": 0.396795,
"recall-0.15": 0.644675,
"recall-0.25": 0.740811,
"recall-0.5": 0.776626,
"num_labels": 1061,
"ap-0.025": 0.0,
"ap-0.05": 2.4e-05,
"ap-0.1": 0.237052,
"ap-0.15": 0.527948,
"ap-0.25": 0.659535,
"ap-0.5": 0.701101
},
"head": {
"count": 822,
"mean": 0.066104,
"median": 0.051446,
"std": 0.058145,
"sem": 0.002029,
"min": 0.004358,
"max": 0.462004,
"recall-0.025": 0.103676,
"recall-0.05": 0.37606,
"recall-0.1": 0.66541,
"recall-0.15": 0.721018,
"recall-0.25": 0.758718,
"recall-0.5": 0.774741,
"num_labels": 1061
},
"shoulder_left": {
"count": 821,
"mean": 0.064231,
"median": 0.045581,
"std": 0.063925,
"sem": 0.002232,
"min": 0.002958,
"max": 0.484606,
"recall-0.025": 0.164939,
"recall-0.05": 0.422243,
"recall-0.1": 0.648445,
"recall-0.15": 0.723845,
"recall-0.25": 0.748351,
"recall-0.5": 0.773798,
"num_labels": 1061
},
"shoulder_right": {
"count": 822,
"mean": 0.061466,
"median": 0.041774,
"std": 0.064171,
"sem": 0.00224,
"min": 0.003109,
"max": 0.480916,
"recall-0.025": 0.147031,
"recall-0.05": 0.474081,
"recall-0.1": 0.667295,
"recall-0.15": 0.719133,
"recall-0.25": 0.752121,
"recall-0.5": 0.774741,
"num_labels": 1061
},
"elbow_left": {
"count": 813,
"mean": 0.108512,
"median": 0.07863,
"std": 0.092897,
"sem": 0.00326,
"min": 0.003798,
"max": 0.493591,
"recall-0.025": 0.067861,
"recall-0.05": 0.249764,
"recall-0.1": 0.467484,
"recall-0.15": 0.581527,
"recall-0.25": 0.69557,
"recall-0.5": 0.766258,
"num_labels": 1061
},
"elbow_right": {
"count": 814,
"mean": 0.085891,
"median": 0.060826,
"std": 0.077751,
"sem": 0.002727,
"min": 0.006041,
"max": 0.484571,
"recall-0.025": 0.095193,
"recall-0.05": 0.303487,
"recall-0.1": 0.572102,
"recall-0.15": 0.660697,
"recall-0.25": 0.724788,
"recall-0.5": 0.767201,
"num_labels": 1061
},
"wrist_left": {
"count": 813,
"mean": 0.124956,
"median": 0.092318,
"std": 0.103174,
"sem": 0.003621,
"min": 0.002426,
"max": 0.495895,
"recall-0.025": 0.075401,
"recall-0.05": 0.216777,
"recall-0.1": 0.412818,
"recall-0.15": 0.528746,
"recall-0.25": 0.660697,
"recall-0.5": 0.766258,
"num_labels": 1061
},
"wrist_right": {
"count": 810,
"mean": 0.106267,
"median": 0.068354,
"std": 0.098354,
"sem": 0.003458,
"min": 0.001874,
"max": 0.465738,
"recall-0.025": 0.103676,
"recall-0.05": 0.275212,
"recall-0.1": 0.492931,
"recall-0.15": 0.584354,
"recall-0.25": 0.674835,
"recall-0.5": 0.763431,
"num_labels": 1061
},
"hip_left": {
"count": 810,
"mean": 0.197711,
"median": 0.177076,
"std": 0.087703,
"sem": 0.003083,
"min": 0.016721,
"max": 0.494996,
"recall-0.025": 0.000943,
"recall-0.05": 0.001885,
"recall-0.1": 0.061263,
"recall-0.15": 0.257304,
"recall-0.25": 0.590952,
"recall-0.5": 0.763431,
"num_labels": 1061
},
"hip_right": {
"count": 809,
"mean": 0.191823,
"median": 0.176535,
"std": 0.078484,
"sem": 0.002761,
"min": 0.035254,
"max": 0.497932,
"recall-0.025": 0.0,
"recall-0.05": 0.001885,
"recall-0.1": 0.06409,
"recall-0.15": 0.251649,
"recall-0.25": 0.613572,
"recall-0.5": 0.762488,
"num_labels": 1061
},
"joint_recalls": {
"num_labels": 9549,
"recall-0.025": 0.08409,
"recall-0.05": 0.25709,
"recall-0.1": 0.44979,
"recall-0.15": 0.55807,
"recall-0.25": 0.69054,
"recall-0.5": 0.76762
}
}
{
"total_parts": 10610,
"correct_parts": 6280,
"pcp": 0.591894
}
Panoptic
{
"img_loading": 0.060430227256402735,
"avg_time_2d": 0.021042059689033322,
"avg_time_3d": 0.0008079400876673256,
"avg_fps": 45.76659085673456
}
{
"person_nums": {
"total_frames": 420,
"total_labels": 1466,
"total_preds": 1499,
"considered_empty": 0,
"valid_preds": 1462,
"invalid_preds": 37,
"missing": 4,
"invalid_fraction": 0.02468,
"precision": 0.97532,
"recall": 0.99727,
"f1": 0.98617,
"non_empty": 1499
},
"mpjpe": {
"count": 1462,
"mean": 0.035187,
"median": 0.031457,
"std": 0.01721,
"sem": 0.00045,
"min": 0.009781,
"max": 0.178708,
"recall-0.025": 0.306276,
"recall-0.05": 0.836971,
"recall-0.1": 0.991814,
"recall-0.15": 0.995907,
"recall-0.25": 0.997271,
"recall-0.5": 0.997271,
"num_labels": 1466,
"ap-0.025": 0.167143,
"ap-0.05": 0.767782,
"ap-0.1": 0.975641,
"ap-0.15": 0.983104,
"ap-0.25": 0.985026,
"ap-0.5": 0.985026
},
"nose": {
"count": 1461,
"mean": 0.015052,
"median": 0.01121,
"std": 0.017634,
"sem": 0.000462,
"min": 0.001066,
"max": 0.282308,
"recall-0.025": 0.911825,
"recall-0.05": 0.970608,
"recall-0.1": 0.991798,
"recall-0.15": 0.996582,
"recall-0.25": 0.996582,
"recall-0.5": 0.998633,
"num_labels": 1463
},
"shoulder_left": {
"count": 1462,
"mean": 0.016775,
"median": 0.014859,
"std": 0.010785,
"sem": 0.000282,
"min": 0.001411,
"max": 0.101796,
"recall-0.025": 0.8397,
"recall-0.05": 0.985675,
"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": 0.016991,
"median": 0.014819,
"std": 0.011517,
"sem": 0.000301,
"min": 0.000675,
"max": 0.14179,
"recall-0.025": 0.833447,
"recall-0.05": 0.9843,
"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": 0.023847,
"median": 0.016501,
"std": 0.026608,
"sem": 0.000696,
"min": 0.001481,
"max": 0.416112,
"recall-0.025": 0.719454,
"recall-0.05": 0.898976,
"recall-0.1": 0.979522,
"recall-0.15": 0.991809,
"recall-0.25": 0.995904,
"recall-0.5": 0.99727,
"num_labels": 1465
},
"elbow_right": {
"count": 1461,
"mean": 0.020787,
"median": 0.016175,
"std": 0.015723,
"sem": 0.000412,
"min": 0.001779,
"max": 0.172199,
"recall-0.025": 0.77512,
"recall-0.05": 0.93985,
"recall-0.1": 0.997266,
"recall-0.15": 0.997949,
"recall-0.25": 0.998633,
"recall-0.5": 0.998633,
"num_labels": 1463
},
"wrist_left": {
"count": 1431,
"mean": 0.035583,
"median": 0.016794,
"std": 0.05771,
"sem": 0.001526,
"min": 0.00087,
"max": 0.454136,
"recall-0.025": 0.687587,
"recall-0.05": 0.855649,
"recall-0.1": 0.910042,
"recall-0.15": 0.951883,
"recall-0.25": 0.974895,
"recall-0.5": 0.997908,
"num_labels": 1434
},
"wrist_right": {
"count": 1455,
"mean": 0.025777,
"median": 0.015841,
"std": 0.03213,
"sem": 0.000843,
"min": 0.000903,
"max": 0.299509,
"recall-0.025": 0.699176,
"recall-0.05": 0.896978,
"recall-0.1": 0.967033,
"recall-0.15": 0.98283,
"recall-0.25": 0.995879,
"recall-0.5": 0.999313,
"num_labels": 1456
},
"hip_left": {
"count": 1461,
"mean": 0.036013,
"median": 0.031756,
"std": 0.021526,
"sem": 0.000563,
"min": 0.003549,
"max": 0.221143,
"recall-0.025": 0.322867,
"recall-0.05": 0.821843,
"recall-0.1": 0.985666,
"recall-0.15": 0.993174,
"recall-0.25": 0.99727,
"recall-0.5": 0.99727,
"num_labels": 1465
},
"hip_right": {
"count": 1462,
"mean": 0.039536,
"median": 0.032499,
"std": 0.031236,
"sem": 0.000817,
"min": 0.002738,
"max": 0.473894,
"recall-0.025": 0.319236,
"recall-0.05": 0.789222,
"recall-0.1": 0.959072,
"recall-0.15": 0.991132,
"recall-0.25": 0.994543,
"recall-0.5": 0.997271,
"num_labels": 1466
},
"knee_left": {
"count": 1461,
"mean": 0.040935,
"median": 0.034895,
"std": 0.031356,
"sem": 0.000821,
"min": 0.002789,
"max": 0.369838,
"recall-0.025": 0.265529,
"recall-0.05": 0.769283,
"recall-0.1": 0.96314,
"recall-0.15": 0.983618,
"recall-0.25": 0.993174,
"recall-0.5": 0.99727,
"num_labels": 1465
},
"knee_right": {
"count": 1454,
"mean": 0.040669,
"median": 0.032287,
"std": 0.033872,
"sem": 0.000889,
"min": 0.003492,
"max": 0.492336,
"recall-0.025": 0.334476,
"recall-0.05": 0.726525,
"recall-0.1": 0.956134,
"recall-0.15": 0.984921,
"recall-0.25": 0.992461,
"recall-0.5": 0.996573,
"num_labels": 1459
},
"ankle_left": {
"count": 1455,
"mean": 0.070449,
"median": 0.036108,
"std": 0.08514,
"sem": 0.002233,
"min": 0.002984,
"max": 0.49481,
"recall-0.025": 0.330144,
"recall-0.05": 0.620643,
"recall-0.1": 0.792208,
"recall-0.15": 0.866029,
"recall-0.25": 0.944634,
"recall-0.5": 0.994532,
"num_labels": 1463
},
"ankle_right": {
"count": 1441,
"mean": 0.066117,
"median": 0.033187,
"std": 0.08635,
"sem": 0.002276,
"min": 0.00246,
"max": 0.482962,
"recall-0.025": 0.359589,
"recall-0.05": 0.678082,
"recall-0.1": 0.814384,
"recall-0.15": 0.864384,
"recall-0.25": 0.930137,
"recall-0.5": 0.986986,
"num_labels": 1460
},
"joint_recalls": {
"num_labels": 18990,
"recall-0.025": 0.56862,
"recall-0.05": 0.84086,
"recall-0.1": 0.94666,
"recall-0.15": 0.96888,
"recall-0.25": 0.98494,
"recall-0.5": 0.99642
}
}
{
"total_parts": 20444,
"correct_parts": 20124,
"pcp": 0.984347
}
3 cameras
{
"img_loading": 0.0340202709523643,
"avg_time_2d": 0.011720242732908668,
"avg_time_3d": 0.00044612768219738473,
"avg_fps": 82.1937821947601
}
{
"person_nums": {
"total_frames": 420,
"total_labels": 1466,
"total_preds": 1428,
"considered_empty": 0,
"valid_preds": 1416,
"invalid_preds": 12,
"missing": 50,
"invalid_fraction": 0.0084,
"precision": 0.9916,
"recall": 0.96589,
"f1": 0.97858,
"non_empty": 1428
},
"mpjpe": {
"count": 1416,
"mean": 0.072828,
"median": 0.062115,
"std": 0.039914,
"sem": 0.001061,
"min": 0.020067,
"max": 0.446859,
"recall-0.025": 0.006139,
"recall-0.05": 0.280355,
"recall-0.1": 0.821282,
"recall-0.15": 0.927694,
"recall-0.25": 0.957026,
"recall-0.5": 0.965894,
"num_labels": 1466,
"ap-0.025": 0.001371,
"ap-0.05": 0.168278,
"ap-0.1": 0.769056,
"ap-0.15": 0.914025,
"ap-0.25": 0.949644,
"ap-0.5": 0.958664
},
"nose": {
"count": 1415,
"mean": 0.023191,
"median": 0.018045,
"std": 0.01827,
"sem": 0.000486,
"min": 0.002427,
"max": 0.189961,
"recall-0.025": 0.656869,
"recall-0.05": 0.905673,
"recall-0.1": 0.958305,
"recall-0.15": 0.964457,
"recall-0.25": 0.967191,
"recall-0.5": 0.967191,
"num_labels": 1463
},
"shoulder_left": {
"count": 1416,
"mean": 0.024902,
"median": 0.021994,
"std": 0.015712,
"sem": 0.000418,
"min": 0.001107,
"max": 0.178628,
"recall-0.025": 0.578445,
"recall-0.05": 0.888131,
"recall-0.1": 0.961801,
"recall-0.15": 0.965211,
"recall-0.25": 0.965894,
"recall-0.5": 0.965894,
"num_labels": 1466
},
"shoulder_right": {
"count": 1415,
"mean": 0.030093,
"median": 0.024883,
"std": 0.020291,
"sem": 0.00054,
"min": 0.002304,
"max": 0.212319,
"recall-0.025": 0.486689,
"recall-0.05": 0.854608,
"recall-0.1": 0.950853,
"recall-0.15": 0.961775,
"recall-0.25": 0.96587,
"recall-0.5": 0.96587,
"num_labels": 1465
},
"elbow_left": {
"count": 1415,
"mean": 0.037575,
"median": 0.024553,
"std": 0.034064,
"sem": 0.000906,
"min": 0.002256,
"max": 0.291404,
"recall-0.025": 0.490102,
"recall-0.05": 0.745392,
"recall-0.1": 0.897611,
"recall-0.15": 0.956997,
"recall-0.25": 0.964505,
"recall-0.5": 0.96587,
"num_labels": 1465
},
"elbow_right": {
"count": 1415,
"mean": 0.03421,
"median": 0.022924,
"std": 0.03056,
"sem": 0.000813,
"min": 0.001651,
"max": 0.281316,
"recall-0.025": 0.525632,
"recall-0.05": 0.786056,
"recall-0.1": 0.922761,
"recall-0.15": 0.958305,
"recall-0.25": 0.966507,
"recall-0.5": 0.967191,
"num_labels": 1463
},
"wrist_left": {
"count": 1385,
"mean": 0.051421,
"median": 0.025658,
"std": 0.058278,
"sem": 0.001567,
"min": 0.00153,
"max": 0.419293,
"recall-0.025": 0.474198,
"recall-0.05": 0.656206,
"recall-0.1": 0.810321,
"recall-0.15": 0.891213,
"recall-0.25": 0.956764,
"recall-0.5": 0.96583,
"num_labels": 1434
},
"wrist_right": {
"count": 1408,
"mean": 0.046507,
"median": 0.028538,
"std": 0.048565,
"sem": 0.001295,
"min": 0.002941,
"max": 0.32793,
"recall-0.025": 0.4375,
"recall-0.05": 0.668956,
"recall-0.1": 0.85783,
"recall-0.15": 0.929945,
"recall-0.25": 0.953297,
"recall-0.5": 0.967033,
"num_labels": 1456
},
"hip_left": {
"count": 1414,
"mean": 0.071736,
"median": 0.066876,
"std": 0.034156,
"sem": 0.000909,
"min": 0.004775,
"max": 0.282288,
"recall-0.025": 0.032765,
"recall-0.05": 0.225939,
"recall-0.1": 0.843003,
"recall-0.15": 0.921502,
"recall-0.25": 0.964505,
"recall-0.5": 0.965188,
"num_labels": 1465
},
"hip_right": {
"count": 1415,
"mean": 0.079352,
"median": 0.07401,
"std": 0.034527,
"sem": 0.000918,
"min": 0.010612,
"max": 0.294422,
"recall-0.025": 0.012278,
"recall-0.05": 0.175307,
"recall-0.1": 0.768076,
"recall-0.15": 0.919509,
"recall-0.25": 0.964529,
"recall-0.5": 0.965211,
"num_labels": 1466
},
"knee_left": {
"count": 1409,
"mean": 0.085074,
"median": 0.057963,
"std": 0.076281,
"sem": 0.002033,
"min": 0.005737,
"max": 0.483162,
"recall-0.025": 0.085324,
"recall-0.05": 0.361092,
"recall-0.1": 0.733106,
"recall-0.15": 0.79727,
"recall-0.25": 0.924232,
"recall-0.5": 0.961775,
"num_labels": 1465
},
"knee_right": {
"count": 1402,
"mean": 0.08051,
"median": 0.057392,
"std": 0.073621,
"sem": 0.001967,
"min": 0.002627,
"max": 0.473451,
"recall-0.025": 0.095271,
"recall-0.05": 0.372173,
"recall-0.1": 0.764907,
"recall-0.15": 0.823852,
"recall-0.25": 0.919123,
"recall-0.5": 0.960932,
"num_labels": 1459
},
"ankle_left": {
"count": 1326,
"mean": 0.158597,
"median": 0.116498,
"std": 0.137401,
"sem": 0.003775,
"min": 0.002252,
"max": 0.5,
"recall-0.025": 0.187286,
"recall-0.05": 0.29255,
"recall-0.1": 0.390977,
"recall-0.15": 0.515379,
"recall-0.25": 0.671907,
"recall-0.5": 0.906357,
"num_labels": 1463
},
"ankle_right": {
"count": 1318,
"mean": 0.139753,
"median": 0.092292,
"std": 0.131594,
"sem": 0.003626,
"min": 0.000744,
"max": 0.498693,
"recall-0.025": 0.175342,
"recall-0.05": 0.336986,
"recall-0.1": 0.478767,
"recall-0.15": 0.577397,
"recall-0.25": 0.70137,
"recall-0.5": 0.90274,
"num_labels": 1460
},
"joint_recalls": {
"num_labels": 18990,
"recall-0.025": 0.32528,
"recall-0.05": 0.55866,
"recall-0.1": 0.79494,
"recall-0.15": 0.85998,
"recall-0.25": 0.91385,
"recall-0.5": 0.95571
}
}
{
"total_parts": 20444,
"correct_parts": 18543,
"pcp": 0.907014
}
10 cameras
{
"img_loading": 0.10676310062408448,
"avg_time_2d": 0.03742315594742938,
"avg_time_3d": 0.0021045940678294114,
"avg_fps": 25.29868256133913
}
{
"person_nums": {
"total_frames": 420,
"total_labels": 1466,
"total_preds": 1494,
"considered_empty": 0,
"valid_preds": 1465,
"invalid_preds": 29,
"missing": 1,
"invalid_fraction": 0.01941,
"precision": 0.98059,
"recall": 0.99932,
"f1": 0.98986,
"non_empty": 1494
},
"mpjpe": {
"count": 1465,
"mean": 0.036536,
"median": 0.032798,
"std": 0.014622,
"sem": 0.000382,
"min": 0.014202,
"max": 0.116981,
"recall-0.025": 0.19236,
"recall-0.05": 0.848568,
"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": 0.11129,
"ap-0.05": 0.819484,
"ap-0.1": 0.991584,
"ap-0.15": 0.992283,
"ap-0.25": 0.992283,
"ap-0.5": 0.992283
},
"nose": {
"count": 1462,
"mean": 0.011738,
"median": 0.010365,
"std": 0.007175,
"sem": 0.000188,
"min": 0.002603,
"max": 0.108779,
"recall-0.025": 0.972659,
"recall-0.05": 0.993165,
"recall-0.1": 0.998633,
"recall-0.15": 0.999316,
"recall-0.25": 0.999316,
"recall-0.5": 0.999316,
"num_labels": 1463
},
"shoulder_left": {
"count": 1465,
"mean": 0.01916,
"median": 0.017849,
"std": 0.008556,
"sem": 0.000224,
"min": 0.00198,
"max": 0.075576,
"recall-0.025": 0.808322,
"recall-0.05": 0.989768,
"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": 0.020557,
"median": 0.019504,
"std": 0.008175,
"sem": 0.000214,
"min": 0.001943,
"max": 0.077634,
"recall-0.025": 0.79727,
"recall-0.05": 0.990444,
"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": 0.021017,
"median": 0.018457,
"std": 0.011968,
"sem": 0.000313,
"min": 0.001075,
"max": 0.097311,
"recall-0.025": 0.746075,
"recall-0.05": 0.967918,
"recall-0.1": 0.999317,
"recall-0.15": 0.999317,
"recall-0.25": 0.999317,
"recall-0.5": 0.999317,
"num_labels": 1465
},
"elbow_right": {
"count": 1462,
"mean": 0.019285,
"median": 0.017344,
"std": 0.01176,
"sem": 0.000308,
"min": 0.000915,
"max": 0.155323,
"recall-0.025": 0.814764,
"recall-0.05": 0.973342,
"recall-0.1": 0.997266,
"recall-0.15": 0.998633,
"recall-0.25": 0.999316,
"recall-0.5": 0.999316,
"num_labels": 1463
},
"wrist_left": {
"count": 1433,
"mean": 0.018516,
"median": 0.013284,
"std": 0.019618,
"sem": 0.000518,
"min": 0.000709,
"max": 0.200562,
"recall-0.025": 0.820084,
"recall-0.05": 0.95537,
"recall-0.1": 0.983961,
"recall-0.15": 0.993724,
"recall-0.25": 0.999303,
"recall-0.5": 0.999303,
"num_labels": 1434
},
"wrist_right": {
"count": 1456,
"mean": 0.018352,
"median": 0.012489,
"std": 0.019929,
"sem": 0.000522,
"min": 0.001092,
"max": 0.222131,
"recall-0.025": 0.824176,
"recall-0.05": 0.945742,
"recall-0.1": 0.986264,
"recall-0.15": 0.996566,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 1456
},
"hip_left": {
"count": 1464,
"mean": 0.050556,
"median": 0.049193,
"std": 0.018793,
"sem": 0.000491,
"min": 0.006332,
"max": 0.157765,
"recall-0.025": 0.053925,
"recall-0.05": 0.526962,
"recall-0.1": 0.974061,
"recall-0.15": 0.998635,
"recall-0.25": 0.999317,
"recall-0.5": 0.999317,
"num_labels": 1465
},
"hip_right": {
"count": 1465,
"mean": 0.050758,
"median": 0.049368,
"std": 0.016346,
"sem": 0.000427,
"min": 0.007507,
"max": 0.182727,
"recall-0.025": 0.040928,
"recall-0.05": 0.515007,
"recall-0.1": 0.993179,
"recall-0.15": 0.998636,
"recall-0.25": 0.999318,
"recall-0.5": 0.999318,
"num_labels": 1466
},
"knee_left": {
"count": 1464,
"mean": 0.038772,
"median": 0.035361,
"std": 0.021339,
"sem": 0.000558,
"min": 0.003706,
"max": 0.156808,
"recall-0.025": 0.263481,
"recall-0.05": 0.766553,
"recall-0.1": 0.979522,
"recall-0.15": 0.996587,
"recall-0.25": 0.999317,
"recall-0.5": 0.999317,
"num_labels": 1465
},
"knee_right": {
"count": 1458,
"mean": 0.039165,
"median": 0.034402,
"std": 0.024,
"sem": 0.000629,
"min": 0.002439,
"max": 0.234808,
"recall-0.025": 0.270048,
"recall-0.05": 0.764907,
"recall-0.1": 0.972584,
"recall-0.15": 0.994517,
"recall-0.25": 0.999315,
"recall-0.5": 0.999315,
"num_labels": 1459
},
"ankle_left": {
"count": 1462,
"mean": 0.082983,
"median": 0.046868,
"std": 0.088842,
"sem": 0.002324,
"min": 0.002575,
"max": 0.476398,
"recall-0.025": 0.308954,
"recall-0.05": 0.520164,
"recall-0.1": 0.715653,
"recall-0.15": 0.833219,
"recall-0.25": 0.919344,
"recall-0.5": 0.999316,
"num_labels": 1463
},
"ankle_right": {
"count": 1457,
"mean": 0.082673,
"median": 0.044094,
"std": 0.092411,
"sem": 0.002422,
"min": 0.002215,
"max": 0.496552,
"recall-0.025": 0.293151,
"recall-0.05": 0.540411,
"recall-0.1": 0.745205,
"recall-0.15": 0.828082,
"recall-0.25": 0.912329,
"recall-0.5": 0.997945,
"num_labels": 1460
},
"joint_recalls": {
"num_labels": 18990,
"recall-0.025": 0.53881,
"recall-0.05": 0.80326,
"recall-0.1": 0.94929,
"recall-0.15": 0.97167,
"recall-0.25": 0.9862,
"recall-0.5": 0.99884
}
}
{
"total_parts": 20444,
"correct_parts": 20251,
"pcp": 0.99056
}
IkeaAsm
(duration 00:01:45)
{
"img_loading": 0.04002083135820401,
"avg_time_2d": 0.011175246635225535,
"avg_time_3d": 0.00039957632133955643,
"avg_fps": 86.39440998385317
}
{
"person_nums": {
"total_frames": 479,
"total_labels": 479,
"total_preds": 618,
"considered_empty": 0,
"valid_preds": 447,
"invalid_preds": 171,
"missing": 32,
"invalid_fraction": 0.2767,
"precision": 0.7233,
"recall": 0.93319,
"f1": 0.81495,
"non_empty": 618
},
"mpjpe": {
"count": 447,
"mean": 0.074456,
"median": 0.059695,
"std": 0.046301,
"sem": 0.002192,
"min": 0.018682,
"max": 0.355677,
"recall-0.025": 0.039666,
"recall-0.05": 0.379958,
"recall-0.1": 0.724426,
"recall-0.15": 0.866388,
"recall-0.25": 0.929019,
"recall-0.5": 0.933194,
"num_labels": 479,
"ap-0.025": 0.001756,
"ap-0.05": 0.142805,
"ap-0.1": 0.505589,
"ap-0.15": 0.714197,
"ap-0.25": 0.819921,
"ap-0.5": 0.827308
},
"head": {
"count": 425,
"mean": 0.033443,
"median": 0.030112,
"std": 0.017039,
"sem": 0.000827,
"min": 0.000129,
"max": 0.119482,
"recall-0.025": 0.327434,
"recall-0.05": 0.798673,
"recall-0.1": 0.938053,
"recall-0.15": 0.940265,
"recall-0.25": 0.940265,
"recall-0.5": 0.940265,
"num_labels": 452
},
"shoulder_left": {
"count": 424,
"mean": 0.040693,
"median": 0.035429,
"std": 0.018036,
"sem": 0.000877,
"min": 0.01015,
"max": 0.15422,
"recall-0.025": 0.10793,
"recall-0.05": 0.73348,
"recall-0.1": 0.920705,
"recall-0.15": 0.931718,
"recall-0.25": 0.933921,
"recall-0.5": 0.933921,
"num_labels": 454
},
"shoulder_right": {
"count": 437,
"mean": 0.029215,
"median": 0.027229,
"std": 0.010943,
"sem": 0.000524,
"min": 0.007749,
"max": 0.095911,
"recall-0.025": 0.342612,
"recall-0.05": 0.892934,
"recall-0.1": 0.93576,
"recall-0.15": 0.93576,
"recall-0.25": 0.93576,
"recall-0.5": 0.93576,
"num_labels": 467
},
"elbow_left": {
"count": 413,
"mean": 0.030607,
"median": 0.023176,
"std": 0.024438,
"sem": 0.001204,
"min": 0.00303,
"max": 0.190548,
"recall-0.025": 0.514874,
"recall-0.05": 0.819222,
"recall-0.1": 0.919908,
"recall-0.15": 0.940503,
"recall-0.25": 0.94508,
"recall-0.5": 0.94508,
"num_labels": 437
},
"elbow_right": {
"count": 416,
"mean": 0.025964,
"median": 0.023121,
"std": 0.017186,
"sem": 0.000844,
"min": 0.002542,
"max": 0.182529,
"recall-0.025": 0.53288,
"recall-0.05": 0.879819,
"recall-0.1": 0.938776,
"recall-0.15": 0.941043,
"recall-0.25": 0.943311,
"recall-0.5": 0.943311,
"num_labels": 441
},
"wrist_left": {
"count": 408,
"mean": 0.032042,
"median": 0.025353,
"std": 0.028416,
"sem": 0.001409,
"min": 0.003737,
"max": 0.296087,
"recall-0.025": 0.456422,
"recall-0.05": 0.811927,
"recall-0.1": 0.912844,
"recall-0.15": 0.924312,
"recall-0.25": 0.931193,
"recall-0.5": 0.93578,
"num_labels": 436
},
"wrist_right": {
"count": 417,
"mean": 0.028288,
"median": 0.022713,
"std": 0.031025,
"sem": 0.001521,
"min": 0.002872,
"max": 0.32973,
"recall-0.025": 0.513453,
"recall-0.05": 0.865471,
"recall-0.1": 0.910314,
"recall-0.15": 0.921525,
"recall-0.25": 0.930493,
"recall-0.5": 0.934978,
"num_labels": 446
},
"hip_left": {
"count": 298,
"mean": 0.09812,
"median": 0.09086,
"std": 0.032706,
"sem": 0.001898,
"min": 0.027606,
"max": 0.284104,
"recall-0.025": 0.0,
"recall-0.05": 0.012739,
"recall-0.1": 0.61465,
"recall-0.15": 0.89172,
"recall-0.25": 0.942675,
"recall-0.5": 0.949045,
"num_labels": 314
},
"hip_right": {
"count": 245,
"mean": 0.085356,
"median": 0.080679,
"std": 0.031076,
"sem": 0.001989,
"min": 0.019868,
"max": 0.323838,
"recall-0.025": 0.011538,
"recall-0.05": 0.073077,
"recall-0.1": 0.719231,
"recall-0.15": 0.919231,
"recall-0.25": 0.938462,
"recall-0.5": 0.942308,
"num_labels": 260
},
"knee_left": {
"count": 250,
"mean": 0.129331,
"median": 0.087049,
"std": 0.10624,
"sem": 0.006733,
"min": 0.017263,
"max": 0.498997,
"recall-0.025": 0.025362,
"recall-0.05": 0.163043,
"recall-0.1": 0.514493,
"recall-0.15": 0.652174,
"recall-0.25": 0.778986,
"recall-0.5": 0.905797,
"num_labels": 276
},
"knee_right": {
"count": 190,
"mean": 0.114057,
"median": 0.081005,
"std": 0.100495,
"sem": 0.00731,
"min": 0.00936,
"max": 0.49724,
"recall-0.025": 0.037209,
"recall-0.05": 0.218605,
"recall-0.1": 0.548837,
"recall-0.15": 0.725581,
"recall-0.25": 0.776744,
"recall-0.5": 0.883721,
"num_labels": 215
},
"ankle_left": {
"count": 71,
"mean": 0.357688,
"median": 0.396454,
"std": 0.113189,
"sem": 0.013529,
"min": 0.029788,
"max": 0.489443,
"recall-0.025": 0.0,
"recall-0.05": 0.015152,
"recall-0.1": 0.022727,
"recall-0.15": 0.030303,
"recall-0.25": 0.098485,
"recall-0.5": 0.537879,
"num_labels": 132
},
"ankle_right": {
"count": 60,
"mean": 0.357988,
"median": 0.401673,
"std": 0.113737,
"sem": 0.014807,
"min": 0.061398,
"max": 0.497032,
"recall-0.025": 0.0,
"recall-0.05": 0.0,
"recall-0.1": 0.015748,
"recall-0.15": 0.047244,
"recall-0.25": 0.070866,
"recall-0.5": 0.472441,
"num_labels": 127
},
"joint_recalls": {
"num_labels": 4457,
"recall-0.025": 0.28203,
"recall-0.05": 0.60848,
"recall-0.1": 0.79358,
"recall-0.15": 0.84855,
"recall-0.25": 0.86897,
"recall-0.5": 0.90868
}
}
{
"total_parts": 4313,
"correct_parts": 3837,
"pcp": 0.889636
}
CHI3D
{
"img_loading": 0.017476047340192293,
"avg_time_2d": 0.012747695571497866,
"avg_time_3d": 0.00040262749320582337,
"avg_fps": 76.04375915935208
}
{
"person_nums": {
"total_frames": 390,
"total_labels": 780,
"total_preds": 778,
"considered_empty": 0,
"valid_preds": 778,
"invalid_preds": 0,
"missing": 2,
"invalid_fraction": 0.0,
"precision": 1.0,
"recall": 0.99744,
"f1": 0.99872,
"non_empty": 778
},
"mpjpe": {
"count": 778,
"mean": 0.061256,
"median": 0.058094,
"std": 0.015804,
"sem": 0.000567,
"min": 0.043665,
"max": 0.234462,
"recall-0.025": 0.0,
"recall-0.05": 0.041026,
"recall-0.1": 0.983333,
"recall-0.15": 0.991026,
"recall-0.25": 0.997436,
"recall-0.5": 0.997436,
"num_labels": 780,
"ap-0.025": 0.0,
"ap-0.05": 0.002137,
"ap-0.1": 0.98266,
"ap-0.15": 0.990834,
"ap-0.25": 0.997436,
"ap-0.5": 0.997436
},
"head": {
"count": 778,
"mean": 0.039793,
"median": 0.029375,
"std": 0.046131,
"sem": 0.001655,
"min": 0.003523,
"max": 0.410789,
"recall-0.025": 0.415385,
"recall-0.05": 0.832051,
"recall-0.1": 0.955128,
"recall-0.15": 0.961538,
"recall-0.25": 0.978205,
"recall-0.5": 0.997436,
"num_labels": 780
},
"shoulder_left": {
"count": 778,
"mean": 0.062809,
"median": 0.064642,
"std": 0.021891,
"sem": 0.000785,
"min": 0.01029,
"max": 0.171518,
"recall-0.025": 0.019231,
"recall-0.05": 0.326923,
"recall-0.1": 0.957692,
"recall-0.15": 0.994872,
"recall-0.25": 0.997436,
"recall-0.5": 0.997436,
"num_labels": 780
},
"shoulder_right": {
"count": 776,
"mean": 0.06692,
"median": 0.066134,
"std": 0.019334,
"sem": 0.000694,
"min": 0.012362,
"max": 0.177966,
"recall-0.025": 0.014103,
"recall-0.05": 0.174359,
"recall-0.1": 0.951282,
"recall-0.15": 0.99359,
"recall-0.25": 0.994872,
"recall-0.5": 0.994872,
"num_labels": 780
},
"elbow_left": {
"count": 776,
"mean": 0.057432,
"median": 0.048159,
"std": 0.037166,
"sem": 0.001335,
"min": 0.014258,
"max": 0.471045,
"recall-0.025": 0.019231,
"recall-0.05": 0.533333,
"recall-0.1": 0.942308,
"recall-0.15": 0.969231,
"recall-0.25": 0.988462,
"recall-0.5": 0.994872,
"num_labels": 780
},
"elbow_right": {
"count": 778,
"mean": 0.064771,
"median": 0.062808,
"std": 0.023921,
"sem": 0.000858,
"min": 0.025508,
"max": 0.260927,
"recall-0.025": 0.0,
"recall-0.05": 0.262821,
"recall-0.1": 0.938462,
"recall-0.15": 0.982051,
"recall-0.25": 0.996154,
"recall-0.5": 0.997436,
"num_labels": 780
},
"wrist_left": {
"count": 772,
"mean": 0.049893,
"median": 0.043983,
"std": 0.036923,
"sem": 0.00133,
"min": 0.006115,
"max": 0.445596,
"recall-0.025": 0.125641,
"recall-0.05": 0.64359,
"recall-0.1": 0.947436,
"recall-0.15": 0.976923,
"recall-0.25": 0.983333,
"recall-0.5": 0.989744,
"num_labels": 780
},
"wrist_right": {
"count": 773,
"mean": 0.067023,
"median": 0.06487,
"std": 0.035726,
"sem": 0.001286,
"min": 0.015542,
"max": 0.341995,
"recall-0.025": 0.024359,
"recall-0.05": 0.328205,
"recall-0.1": 0.912821,
"recall-0.15": 0.957692,
"recall-0.25": 0.987179,
"recall-0.5": 0.991026,
"num_labels": 780
},
"hip_left": {
"count": 778,
"mean": 0.083135,
"median": 0.083035,
"std": 0.020092,
"sem": 0.000721,
"min": 0.036304,
"max": 0.142385,
"recall-0.025": 0.0,
"recall-0.05": 0.044872,
"recall-0.1": 0.807692,
"recall-0.15": 0.997436,
"recall-0.25": 0.997436,
"recall-0.5": 0.997436,
"num_labels": 780
},
"hip_right": {
"count": 778,
"mean": 0.106615,
"median": 0.105462,
"std": 0.018197,
"sem": 0.000653,
"min": 0.05252,
"max": 0.179121,
"recall-0.025": 0.0,
"recall-0.05": 0.0,
"recall-0.1": 0.379487,
"recall-0.15": 0.982051,
"recall-0.25": 0.997436,
"recall-0.5": 0.997436,
"num_labels": 780
},
"knee_left": {
"count": 778,
"mean": 0.047598,
"median": 0.045991,
"std": 0.019866,
"sem": 0.000713,
"min": 0.009332,
"max": 0.199038,
"recall-0.025": 0.061538,
"recall-0.05": 0.651282,
"recall-0.1": 0.958974,
"recall-0.15": 0.99359,
"recall-0.25": 0.997436,
"recall-0.5": 0.997436,
"num_labels": 780
},
"knee_right": {
"count": 778,
"mean": 0.052091,
"median": 0.049774,
"std": 0.018473,
"sem": 0.000663,
"min": 0.0111,
"max": 0.128542,
"recall-0.025": 0.038462,
"recall-0.05": 0.503846,
"recall-0.1": 0.983333,
"recall-0.15": 0.997436,
"recall-0.25": 0.997436,
"recall-0.5": 0.997436,
"num_labels": 780
},
"ankle_left": {
"count": 778,
"mean": 0.050638,
"median": 0.047403,
"std": 0.019466,
"sem": 0.000698,
"min": 0.012995,
"max": 0.360086,
"recall-0.025": 0.008974,
"recall-0.05": 0.616667,
"recall-0.1": 0.983333,
"recall-0.15": 0.99359,
"recall-0.25": 0.996154,
"recall-0.5": 0.997436,
"num_labels": 780
},
"ankle_right": {
"count": 778,
"mean": 0.034456,
"median": 0.029475,
"std": 0.016218,
"sem": 0.000582,
"min": 0.004853,
"max": 0.178816,
"recall-0.025": 0.298718,
"recall-0.05": 0.865385,
"recall-0.1": 0.994872,
"recall-0.15": 0.996154,
"recall-0.25": 0.997436,
"recall-0.5": 0.997436,
"num_labels": 780
},
"joint_recalls": {
"num_labels": 10140,
"recall-0.025": 0.0786,
"recall-0.05": 0.44428,
"recall-0.1": 0.9002,
"recall-0.15": 0.98383,
"recall-0.25": 0.9927,
"recall-0.5": 0.99596
}
}
{
"total_parts": 10920,
"correct_parts": 10721,
"pcp": 0.981777
}
Tsinghua
(duration 00:01:51)
{
"img_loading": 0.13135391235351562,
"avg_time_2d": 0.028430829048156737,
"avg_time_3d": 0.0008205056190490722,
"avg_fps": 34.18647427124472
}
{
"person_nums": {
"total_frames": 210,
"total_labels": 630,
"total_preds": 633,
"considered_empty": 0,
"valid_preds": 630,
"invalid_preds": 3,
"missing": 0,
"invalid_fraction": 0.00474,
"precision": 0.99526,
"recall": 1.0,
"f1": 0.99762,
"non_empty": 633
},
"mpjpe": {
"count": 630,
"mean": 0.053445,
"median": 0.048917,
"std": 0.017742,
"sem": 0.000707,
"min": 0.030125,
"max": 0.13987,
"recall-0.025": 0.0,
"recall-0.05": 0.544444,
"recall-0.1": 0.955556,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 630,
"ap-0.025": 0.0,
"ap-0.05": 0.330565,
"ap-0.1": 0.92959,
"ap-0.15": 1.0,
"ap-0.25": 1.0,
"ap-0.5": 1.0
},
"head": {
"count": 598,
"mean": 0.040107,
"median": 0.038453,
"std": 0.014264,
"sem": 0.000584,
"min": 0.012854,
"max": 0.181618,
"recall-0.025": 0.107023,
"recall-0.05": 0.804348,
"recall-0.1": 0.998328,
"recall-0.15": 0.998328,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 598
},
"shoulder_left": {
"count": 630,
"mean": 0.059771,
"median": 0.057014,
"std": 0.018422,
"sem": 0.000735,
"min": 0.01946,
"max": 0.152292,
"recall-0.025": 0.007937,
"recall-0.05": 0.333333,
"recall-0.1": 0.98254,
"recall-0.15": 0.998413,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 630
},
"shoulder_right": {
"count": 630,
"mean": 0.061136,
"median": 0.059692,
"std": 0.019932,
"sem": 0.000795,
"min": 0.013849,
"max": 0.127072,
"recall-0.025": 0.006349,
"recall-0.05": 0.338095,
"recall-0.1": 0.952381,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 630
},
"elbow_left": {
"count": 630,
"mean": 0.050566,
"median": 0.04785,
"std": 0.020729,
"sem": 0.000827,
"min": 0.006197,
"max": 0.158603,
"recall-0.025": 0.068254,
"recall-0.05": 0.555556,
"recall-0.1": 0.977778,
"recall-0.15": 0.996825,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 630
},
"elbow_right": {
"count": 629,
"mean": 0.052199,
"median": 0.047131,
"std": 0.027734,
"sem": 0.001107,
"min": 0.004759,
"max": 0.168326,
"recall-0.025": 0.112878,
"recall-0.05": 0.565978,
"recall-0.1": 0.930048,
"recall-0.15": 0.987281,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 629
},
"wrist_left": {
"count": 630,
"mean": 0.047349,
"median": 0.042366,
"std": 0.025887,
"sem": 0.001032,
"min": 0.003905,
"max": 0.262538,
"recall-0.025": 0.146032,
"recall-0.05": 0.661905,
"recall-0.1": 0.965079,
"recall-0.15": 0.995238,
"recall-0.25": 0.998413,
"recall-0.5": 1.0,
"num_labels": 630
},
"wrist_right": {
"count": 625,
"mean": 0.053221,
"median": 0.048646,
"std": 0.025546,
"sem": 0.001023,
"min": 0.006786,
"max": 0.224126,
"recall-0.025": 0.0784,
"recall-0.05": 0.5264,
"recall-0.1": 0.9504,
"recall-0.15": 0.9968,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 625
},
"hip_left": {
"count": 630,
"mean": 0.052761,
"median": 0.050105,
"std": 0.020705,
"sem": 0.000826,
"min": 0.006568,
"max": 0.153066,
"recall-0.025": 0.053968,
"recall-0.05": 0.495238,
"recall-0.1": 0.969841,
"recall-0.15": 0.998413,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 630
},
"hip_right": {
"count": 629,
"mean": 0.051659,
"median": 0.049745,
"std": 0.023579,
"sem": 0.000941,
"min": 0.002706,
"max": 0.129543,
"recall-0.025": 0.127186,
"recall-0.05": 0.502385,
"recall-0.1": 0.963434,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 629
},
"knee_left": {
"count": 628,
"mean": 0.048396,
"median": 0.036676,
"std": 0.046572,
"sem": 0.00186,
"min": 0.008278,
"max": 0.369992,
"recall-0.025": 0.213376,
"recall-0.05": 0.69586,
"recall-0.1": 0.944268,
"recall-0.15": 0.961783,
"recall-0.25": 0.984076,
"recall-0.5": 1.0,
"num_labels": 628
},
"knee_right": {
"count": 629,
"mean": 0.0546,
"median": 0.03749,
"std": 0.07228,
"sem": 0.002884,
"min": 0.004193,
"max": 0.495918,
"recall-0.025": 0.213037,
"recall-0.05": 0.72337,
"recall-0.1": 0.941176,
"recall-0.15": 0.952305,
"recall-0.25": 0.955485,
"recall-0.5": 1.0,
"num_labels": 629
},
"ankle_left": {
"count": 619,
"mean": 0.057531,
"median": 0.042722,
"std": 0.070232,
"sem": 0.002825,
"min": 0.007541,
"max": 0.499413,
"recall-0.025": 0.098546,
"recall-0.05": 0.662359,
"recall-0.1": 0.954766,
"recall-0.15": 0.959612,
"recall-0.25": 0.966074,
"recall-0.5": 1.0,
"num_labels": 619
},
"ankle_right": {
"count": 602,
"mean": 0.047433,
"median": 0.041615,
"std": 0.044675,
"sem": 0.001822,
"min": 0.007662,
"max": 0.450729,
"recall-0.025": 0.173633,
"recall-0.05": 0.662379,
"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": 0.10739,
"recall-0.05": 0.57732,
"recall-0.1": 0.95854,
"recall-0.15": 0.98352,
"recall-0.25": 0.98893,
"recall-0.5": 0.99754
}
}
{
"total_parts": 8725,
"correct_parts": 8606,
"pcp": 0.986361
}
H3WB
default joints
{
"img_loading": 0.024304584452980442,
"avg_time_2d": 0.009053483762239155,
"avg_time_3d": 0.0004062652587890625,
"avg_fps": 105.7110498150728
}
{
"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": 0.025924,
"median": 0.024225,
"std": 0.011134,
"sem": 0.000789,
"min": 0.011848,
"max": 0.122432,
"recall-0.025": 0.53,
"recall-0.05": 0.97,
"recall-0.1": 0.995,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200,
"ap-0.025": 0.435929,
"ap-0.05": 0.969256,
"ap-0.1": 0.995,
"ap-0.15": 1.0,
"ap-0.25": 1.0,
"ap-0.5": 1.0
},
"nose": {
"count": 200,
"mean": 0.038119,
"median": 0.030612,
"std": 0.029537,
"sem": 0.002094,
"min": 0.001677,
"max": 0.151805,
"recall-0.025": 0.44,
"recall-0.05": 0.745,
"recall-0.1": 0.945,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"shoulder_left": {
"count": 200,
"mean": 0.020113,
"median": 0.017378,
"std": 0.011886,
"sem": 0.000843,
"min": 0.002354,
"max": 0.087407,
"recall-0.025": 0.765,
"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": 0.026639,
"median": 0.022953,
"std": 0.012449,
"sem": 0.000882,
"min": 0.005686,
"max": 0.093229,
"recall-0.025": 0.55,
"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": 0.016838,
"median": 0.011963,
"std": 0.020233,
"sem": 0.001434,
"min": 0.001208,
"max": 0.220658,
"recall-0.025": 0.86,
"recall-0.05": 0.97,
"recall-0.1": 0.99,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"elbow_right": {
"count": 200,
"mean": 0.022104,
"median": 0.015243,
"std": 0.020615,
"sem": 0.001461,
"min": 0.002461,
"max": 0.133578,
"recall-0.025": 0.725,
"recall-0.05": 0.91,
"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": 0.025084,
"median": 0.018513,
"std": 0.025404,
"sem": 0.001801,
"min": 0.002309,
"max": 0.240599,
"recall-0.025": 0.655,
"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
},
"wrist_right": {
"count": 200,
"mean": 0.031179,
"median": 0.024449,
"std": 0.025291,
"sem": 0.001793,
"min": 0.001105,
"max": 0.155243,
"recall-0.025": 0.515,
"recall-0.05": 0.83,
"recall-0.1": 0.975,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"hip_left": {
"count": 200,
"mean": 0.038439,
"median": 0.03664,
"std": 0.014591,
"sem": 0.001034,
"min": 0.010861,
"max": 0.093983,
"recall-0.025": 0.185,
"recall-0.05": 0.8,
"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": 0.037329,
"median": 0.036221,
"std": 0.014534,
"sem": 0.00103,
"min": 0.00383,
"max": 0.079862,
"recall-0.025": 0.21,
"recall-0.05": 0.825,
"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": 0.022215,
"median": 0.015636,
"std": 0.028181,
"sem": 0.001998,
"min": 0.002272,
"max": 0.332342,
"recall-0.025": 0.76,
"recall-0.05": 0.945,
"recall-0.1": 0.985,
"recall-0.15": 0.995,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"knee_right": {
"count": 199,
"mean": 0.019993,
"median": 0.014739,
"std": 0.020278,
"sem": 0.001441,
"min": 0.000963,
"max": 0.150804,
"recall-0.025": 0.82,
"recall-0.05": 0.935,
"recall-0.1": 0.97,
"recall-0.15": 0.99,
"recall-0.25": 0.995,
"recall-0.5": 0.995,
"num_labels": 200
},
"ankle_left": {
"count": 200,
"mean": 0.017902,
"median": 0.013088,
"std": 0.027423,
"sem": 0.001944,
"min": 0.001876,
"max": 0.346319,
"recall-0.025": 0.87,
"recall-0.05": 0.955,
"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": 200,
"mean": 0.01829,
"median": 0.013378,
"std": 0.02709,
"sem": 0.00192,
"min": 0.001962,
"max": 0.340179,
"recall-0.025": 0.875,
"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
},
"joint_recalls": {
"num_labels": 2600,
"recall-0.025": 0.63308,
"recall-0.05": 0.89808,
"recall-0.1": 0.98615,
"recall-0.15": 0.99654,
"recall-0.25": 0.99846,
"recall-0.5": 0.99962
}
}
{
"total_parts": 2800,
"correct_parts": 2792,
"pcp": 0.997143
}
whole-body
{
"img_loading": 0.024176982829445286,
"avg_time_2d": 0.021198785932440508,
"avg_time_3d": 0.00160645560214394,
"avg_fps": 43.84956846361337
}
{
"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": 0.045997,
"median": 0.040532,
"std": 0.019239,
"sem": 0.001364,
"min": 0.020375,
"max": 0.157634,
"recall-0.025": 0.045,
"recall-0.05": 0.68,
"recall-0.1": 0.985,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200,
"ap-0.025": 0.019935,
"ap-0.05": 0.609342,
"ap-0.1": 0.983448,
"ap-0.15": 0.994825,
"ap-0.25": 1.0,
"ap-0.5": 1.0
},
"nose": {
"count": 200,
"mean": 0.051172,
"median": 0.041617,
"std": 0.041391,
"sem": 0.002934,
"min": 0.003328,
"max": 0.297026,
"recall-0.025": 0.3,
"recall-0.05": 0.585,
"recall-0.1": 0.885,
"recall-0.15": 0.98,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"eye_left": {
"count": 200,
"mean": 0.045067,
"median": 0.035043,
"std": 0.034497,
"sem": 0.002445,
"min": 0.004324,
"max": 0.176107,
"recall-0.025": 0.365,
"recall-0.05": 0.665,
"recall-0.1": 0.905,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"eye_right": {
"count": 200,
"mean": 0.052741,
"median": 0.042719,
"std": 0.038078,
"sem": 0.002699,
"min": 0.003116,
"max": 0.230969,
"recall-0.025": 0.25,
"recall-0.05": 0.58,
"recall-0.1": 0.88,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"ear_left": {
"count": 200,
"mean": 0.03234,
"median": 0.025413,
"std": 0.025278,
"sem": 0.001792,
"min": 0.003551,
"max": 0.159542,
"recall-0.025": 0.495,
"recall-0.05": 0.83,
"recall-0.1": 0.975,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"ear_right": {
"count": 200,
"mean": 0.043117,
"median": 0.036603,
"std": 0.030183,
"sem": 0.00214,
"min": 0.002951,
"max": 0.175395,
"recall-0.025": 0.325,
"recall-0.05": 0.665,
"recall-0.1": 0.945,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"shoulder_left": {
"count": 200,
"mean": 0.020544,
"median": 0.018935,
"std": 0.011887,
"sem": 0.000843,
"min": 0.00081,
"max": 0.097607,
"recall-0.025": 0.735,
"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
},
"shoulder_right": {
"count": 200,
"mean": 0.025972,
"median": 0.023122,
"std": 0.0145,
"sem": 0.001028,
"min": 0.004376,
"max": 0.077073,
"recall-0.025": 0.55,
"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": 0.019273,
"median": 0.015912,
"std": 0.014108,
"sem": 0.001,
"min": 0.002003,
"max": 0.122818,
"recall-0.025": 0.755,
"recall-0.05": 0.965,
"recall-0.1": 0.995,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"elbow_right": {
"count": 200,
"mean": 0.026548,
"median": 0.01773,
"std": 0.027828,
"sem": 0.001973,
"min": 0.001957,
"max": 0.220378,
"recall-0.025": 0.665,
"recall-0.05": 0.89,
"recall-0.1": 0.975,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"wrist_left": {
"count": 200,
"mean": 0.027645,
"median": 0.019436,
"std": 0.027559,
"sem": 0.001954,
"min": 0.003882,
"max": 0.277998,
"recall-0.025": 0.625,
"recall-0.05": 0.88,
"recall-0.1": 0.98,
"recall-0.15": 0.995,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"wrist_right": {
"count": 199,
"mean": 0.039051,
"median": 0.024328,
"std": 0.042452,
"sem": 0.003017,
"min": 0.004468,
"max": 0.261992,
"recall-0.025": 0.525,
"recall-0.05": 0.77,
"recall-0.1": 0.905,
"recall-0.15": 0.96,
"recall-0.25": 0.99,
"recall-0.5": 0.995,
"num_labels": 200
},
"hip_left": {
"count": 200,
"mean": 0.032109,
"median": 0.028548,
"std": 0.015893,
"sem": 0.001127,
"min": 0.004823,
"max": 0.091245,
"recall-0.025": 0.395,
"recall-0.05": 0.865,
"recall-0.1": 1.0,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"hip_right": {
"count": 200,
"mean": 0.031697,
"median": 0.028877,
"std": 0.016414,
"sem": 0.001164,
"min": 0.005514,
"max": 0.103376,
"recall-0.025": 0.415,
"recall-0.05": 0.86,
"recall-0.1": 0.995,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"knee_left": {
"count": 200,
"mean": 0.023133,
"median": 0.016675,
"std": 0.02991,
"sem": 0.00212,
"min": 0.001981,
"max": 0.229241,
"recall-0.025": 0.76,
"recall-0.05": 0.955,
"recall-0.1": 0.975,
"recall-0.15": 0.98,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"knee_right": {
"count": 200,
"mean": 0.023344,
"median": 0.014733,
"std": 0.029494,
"sem": 0.002091,
"min": 0.002163,
"max": 0.202651,
"recall-0.025": 0.75,
"recall-0.05": 0.92,
"recall-0.1": 0.965,
"recall-0.15": 0.98,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"ankle_left": {
"count": 200,
"mean": 0.016376,
"median": 0.012119,
"std": 0.018487,
"sem": 0.001311,
"min": 0.000944,
"max": 0.166644,
"recall-0.025": 0.87,
"recall-0.05": 0.96,
"recall-0.1": 0.985,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"ankle_right": {
"count": 200,
"mean": 0.018422,
"median": 0.013257,
"std": 0.020062,
"sem": 0.001422,
"min": 0.000957,
"max": 0.165995,
"recall-0.025": 0.84,
"recall-0.05": 0.96,
"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": 0.031344,
"median": 0.022776,
"std": 0.031863,
"sem": 0.002259,
"min": 0.000993,
"max": 0.226939,
"recall-0.025": 0.56,
"recall-0.05": 0.865,
"recall-0.1": 0.955,
"recall-0.15": 0.98,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"foot_toe_small_left": {
"count": 200,
"mean": 0.029106,
"median": 0.021464,
"std": 0.02933,
"sem": 0.002079,
"min": 0.002291,
"max": 0.204794,
"recall-0.025": 0.595,
"recall-0.05": 0.905,
"recall-0.1": 0.965,
"recall-0.15": 0.975,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"foot_heel_left": {
"count": 200,
"mean": 0.025692,
"median": 0.020099,
"std": 0.025407,
"sem": 0.001801,
"min": 0.002672,
"max": 0.212482,
"recall-0.025": 0.65,
"recall-0.05": 0.905,
"recall-0.1": 0.98,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"foot_toe_big_right": {
"count": 200,
"mean": 0.035661,
"median": 0.022381,
"std": 0.042684,
"sem": 0.003026,
"min": 0.002971,
"max": 0.316414,
"recall-0.025": 0.56,
"recall-0.05": 0.815,
"recall-0.1": 0.945,
"recall-0.15": 0.965,
"recall-0.25": 0.99,
"recall-0.5": 1.0,
"num_labels": 200
},
"foot_toe_small_right": {
"count": 200,
"mean": 0.03365,
"median": 0.025017,
"std": 0.033396,
"sem": 0.002367,
"min": 0.00289,
"max": 0.236448,
"recall-0.025": 0.5,
"recall-0.05": 0.83,
"recall-0.1": 0.965,
"recall-0.15": 0.97,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"foot_heel_right": {
"count": 200,
"mean": 0.023859,
"median": 0.016931,
"std": 0.025628,
"sem": 0.001817,
"min": 0.002575,
"max": 0.190759,
"recall-0.025": 0.715,
"recall-0.05": 0.92,
"recall-0.1": 0.97,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_right_1": {
"count": 200,
"mean": 0.090687,
"median": 0.080591,
"std": 0.040311,
"sem": 0.002858,
"min": 0.025033,
"max": 0.261922,
"recall-0.025": 0.0,
"recall-0.05": 0.115,
"recall-0.1": 0.67,
"recall-0.15": 0.92,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_right_2": {
"count": 200,
"mean": 0.090161,
"median": 0.083003,
"std": 0.042756,
"sem": 0.003031,
"min": 0.017114,
"max": 0.302807,
"recall-0.025": 0.01,
"recall-0.05": 0.135,
"recall-0.1": 0.685,
"recall-0.15": 0.905,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_right_3": {
"count": 200,
"mean": 0.091305,
"median": 0.08354,
"std": 0.045418,
"sem": 0.00322,
"min": 0.015679,
"max": 0.232156,
"recall-0.025": 0.03,
"recall-0.05": 0.16,
"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_4": {
"count": 200,
"mean": 0.093026,
"median": 0.084552,
"std": 0.048309,
"sem": 0.003425,
"min": 0.015293,
"max": 0.229741,
"recall-0.025": 0.025,
"recall-0.05": 0.205,
"recall-0.1": 0.615,
"recall-0.15": 0.87,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_right_5": {
"count": 200,
"mean": 0.08817,
"median": 0.077285,
"std": 0.046454,
"sem": 0.003293,
"min": 0.006192,
"max": 0.226614,
"recall-0.025": 0.035,
"recall-0.05": 0.235,
"recall-0.1": 0.645,
"recall-0.15": 0.865,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_right_6": {
"count": 200,
"mean": 0.081829,
"median": 0.071512,
"std": 0.045956,
"sem": 0.003258,
"min": 0.006834,
"max": 0.265789,
"recall-0.025": 0.06,
"recall-0.05": 0.29,
"recall-0.1": 0.685,
"recall-0.15": 0.905,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_right_7": {
"count": 200,
"mean": 0.069747,
"median": 0.060943,
"std": 0.04164,
"sem": 0.002952,
"min": 0.004372,
"max": 0.253015,
"recall-0.025": 0.08,
"recall-0.05": 0.385,
"recall-0.1": 0.82,
"recall-0.15": 0.955,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_right_8": {
"count": 200,
"mean": 0.059604,
"median": 0.048869,
"std": 0.048185,
"sem": 0.003416,
"min": 0.004694,
"max": 0.494873,
"recall-0.025": 0.185,
"recall-0.05": 0.525,
"recall-0.1": 0.88,
"recall-0.15": 0.975,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_middle": {
"count": 200,
"mean": 0.044176,
"median": 0.037319,
"std": 0.02905,
"sem": 0.002059,
"min": 0.00477,
"max": 0.159233,
"recall-0.025": 0.315,
"recall-0.05": 0.665,
"recall-0.1": 0.945,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_left_1": {
"count": 200,
"mean": 0.048643,
"median": 0.037302,
"std": 0.03587,
"sem": 0.002543,
"min": 0.004045,
"max": 0.271613,
"recall-0.025": 0.28,
"recall-0.05": 0.645,
"recall-0.1": 0.92,
"recall-0.15": 0.985,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_left_2": {
"count": 200,
"mean": 0.058541,
"median": 0.044936,
"std": 0.043415,
"sem": 0.003078,
"min": 0.006645,
"max": 0.298011,
"recall-0.025": 0.16,
"recall-0.05": 0.545,
"recall-0.1": 0.865,
"recall-0.15": 0.965,
"recall-0.25": 0.99,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_left_3": {
"count": 200,
"mean": 0.062556,
"median": 0.051866,
"std": 0.03592,
"sem": 0.002546,
"min": 0.009111,
"max": 0.227489,
"recall-0.025": 0.105,
"recall-0.05": 0.475,
"recall-0.1": 0.835,
"recall-0.15": 0.98,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_left_4": {
"count": 199,
"mean": 0.069234,
"median": 0.060659,
"std": 0.039769,
"sem": 0.002826,
"min": 0.010457,
"max": 0.228311,
"recall-0.025": 0.055,
"recall-0.05": 0.35,
"recall-0.1": 0.805,
"recall-0.15": 0.945,
"recall-0.25": 0.995,
"recall-0.5": 0.995,
"num_labels": 200
},
"face_jaw_left_5": {
"count": 199,
"mean": 0.072596,
"median": 0.064599,
"std": 0.041208,
"sem": 0.002929,
"min": 0.006405,
"max": 0.214087,
"recall-0.025": 0.025,
"recall-0.05": 0.355,
"recall-0.1": 0.795,
"recall-0.15": 0.92,
"recall-0.25": 0.995,
"recall-0.5": 0.995,
"num_labels": 200
},
"face_jaw_left_6": {
"count": 199,
"mean": 0.074848,
"median": 0.063019,
"std": 0.045267,
"sem": 0.003217,
"min": 0.004171,
"max": 0.267786,
"recall-0.025": 0.045,
"recall-0.05": 0.345,
"recall-0.1": 0.765,
"recall-0.15": 0.92,
"recall-0.25": 0.99,
"recall-0.5": 0.995,
"num_labels": 200
},
"face_jaw_left_7": {
"count": 200,
"mean": 0.074334,
"median": 0.06436,
"std": 0.040978,
"sem": 0.002905,
"min": 0.007532,
"max": 0.23451,
"recall-0.025": 0.055,
"recall-0.05": 0.345,
"recall-0.1": 0.755,
"recall-0.15": 0.94,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_jaw_left_8": {
"count": 200,
"mean": 0.071372,
"median": 0.061299,
"std": 0.03997,
"sem": 0.002833,
"min": 0.006092,
"max": 0.198906,
"recall-0.025": 0.05,
"recall-0.05": 0.345,
"recall-0.1": 0.785,
"recall-0.15": 0.93,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_right_1": {
"count": 200,
"mean": 0.062374,
"median": 0.054129,
"std": 0.038527,
"sem": 0.002731,
"min": 0.005033,
"max": 0.242793,
"recall-0.025": 0.13,
"recall-0.05": 0.46,
"recall-0.1": 0.835,
"recall-0.15": 0.975,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_right_2": {
"count": 200,
"mean": 0.0549,
"median": 0.044597,
"std": 0.039058,
"sem": 0.002769,
"min": 0.004274,
"max": 0.229584,
"recall-0.025": 0.215,
"recall-0.05": 0.58,
"recall-0.1": 0.885,
"recall-0.15": 0.975,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_right_3": {
"count": 200,
"mean": 0.048351,
"median": 0.036666,
"std": 0.035523,
"sem": 0.002518,
"min": 0.006313,
"max": 0.209826,
"recall-0.025": 0.275,
"recall-0.05": 0.655,
"recall-0.1": 0.91,
"recall-0.15": 0.975,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_right_4": {
"count": 200,
"mean": 0.042496,
"median": 0.031011,
"std": 0.03549,
"sem": 0.002516,
"min": 0.000254,
"max": 0.220105,
"recall-0.025": 0.34,
"recall-0.05": 0.74,
"recall-0.1": 0.945,
"recall-0.15": 0.975,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_right_5": {
"count": 200,
"mean": 0.037406,
"median": 0.026971,
"std": 0.0343,
"sem": 0.002431,
"min": 0.003729,
"max": 0.221809,
"recall-0.025": 0.45,
"recall-0.05": 0.755,
"recall-0.1": 0.95,
"recall-0.15": 0.975,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_left_1": {
"count": 200,
"mean": 0.034193,
"median": 0.023222,
"std": 0.032894,
"sem": 0.002332,
"min": 0.004751,
"max": 0.215145,
"recall-0.025": 0.545,
"recall-0.05": 0.81,
"recall-0.1": 0.96,
"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": 0.03394,
"median": 0.025145,
"std": 0.027286,
"sem": 0.001934,
"min": 0.002346,
"max": 0.156932,
"recall-0.025": 0.495,
"recall-0.05": 0.78,
"recall-0.1": 0.97,
"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": 0.03601,
"median": 0.025584,
"std": 0.03104,
"sem": 0.0022,
"min": 0.001909,
"max": 0.205016,
"recall-0.025": 0.49,
"recall-0.05": 0.77,
"recall-0.1": 0.955,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_left_4": {
"count": 200,
"mean": 0.039204,
"median": 0.026685,
"std": 0.038203,
"sem": 0.002708,
"min": 0.002528,
"max": 0.295628,
"recall-0.025": 0.46,
"recall-0.05": 0.765,
"recall-0.1": 0.93,
"recall-0.15": 0.985,
"recall-0.25": 0.99,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eyebrow_left_5": {
"count": 200,
"mean": 0.043533,
"median": 0.035562,
"std": 0.030644,
"sem": 0.002172,
"min": 0.004562,
"max": 0.158425,
"recall-0.025": 0.335,
"recall-0.05": 0.685,
"recall-0.1": 0.935,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_1": {
"count": 200,
"mean": 0.033159,
"median": 0.025158,
"std": 0.029634,
"sem": 0.002101,
"min": 0.002028,
"max": 0.212761,
"recall-0.025": 0.495,
"recall-0.05": 0.84,
"recall-0.1": 0.97,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_2": {
"count": 200,
"mean": 0.037808,
"median": 0.027924,
"std": 0.033901,
"sem": 0.002403,
"min": 0.002818,
"max": 0.213827,
"recall-0.025": 0.435,
"recall-0.05": 0.785,
"recall-0.1": 0.935,
"recall-0.15": 0.98,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_3": {
"count": 200,
"mean": 0.040684,
"median": 0.02885,
"std": 0.036594,
"sem": 0.002594,
"min": 0.003367,
"max": 0.229747,
"recall-0.025": 0.39,
"recall-0.05": 0.735,
"recall-0.1": 0.94,
"recall-0.15": 0.975,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_4": {
"count": 200,
"mean": 0.043068,
"median": 0.029534,
"std": 0.039527,
"sem": 0.002802,
"min": 0.007437,
"max": 0.266672,
"recall-0.025": 0.43,
"recall-0.05": 0.71,
"recall-0.1": 0.93,
"recall-0.15": 0.975,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_5": {
"count": 200,
"mean": 0.050604,
"median": 0.038369,
"std": 0.046806,
"sem": 0.003318,
"min": 0.003893,
"max": 0.495447,
"recall-0.025": 0.28,
"recall-0.05": 0.625,
"recall-0.1": 0.92,
"recall-0.15": 0.985,
"recall-0.25": 0.99,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_6": {
"count": 200,
"mean": 0.042506,
"median": 0.032726,
"std": 0.032739,
"sem": 0.002321,
"min": 0.002735,
"max": 0.246241,
"recall-0.025": 0.345,
"recall-0.05": 0.67,
"recall-0.1": 0.96,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_7": {
"count": 200,
"mean": 0.037219,
"median": 0.028829,
"std": 0.029844,
"sem": 0.002116,
"min": 0.005056,
"max": 0.232645,
"recall-0.025": 0.42,
"recall-0.05": 0.74,
"recall-0.1": 0.97,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_8": {
"count": 200,
"mean": 0.037841,
"median": 0.029049,
"std": 0.032022,
"sem": 0.00227,
"min": 0.002975,
"max": 0.218847,
"recall-0.025": 0.445,
"recall-0.05": 0.74,
"recall-0.1": 0.965,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_nose_9": {
"count": 200,
"mean": 0.040956,
"median": 0.030063,
"std": 0.035993,
"sem": 0.002551,
"min": 0.004877,
"max": 0.293955,
"recall-0.025": 0.38,
"recall-0.05": 0.745,
"recall-0.1": 0.93,
"recall-0.15": 0.99,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_right_1": {
"count": 200,
"mean": 0.056869,
"median": 0.046503,
"std": 0.039249,
"sem": 0.002782,
"min": 0.006554,
"max": 0.233716,
"recall-0.025": 0.21,
"recall-0.05": 0.54,
"recall-0.1": 0.86,
"recall-0.15": 0.975,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_right_2": {
"count": 200,
"mean": 0.049995,
"median": 0.040838,
"std": 0.034554,
"sem": 0.002449,
"min": 0.005274,
"max": 0.240884,
"recall-0.025": 0.215,
"recall-0.05": 0.625,
"recall-0.1": 0.915,
"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": 0.044869,
"median": 0.034266,
"std": 0.035937,
"sem": 0.002548,
"min": 0.004599,
"max": 0.248243,
"recall-0.025": 0.315,
"recall-0.05": 0.675,
"recall-0.1": 0.94,
"recall-0.15": 0.98,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_right_4": {
"count": 200,
"mean": 0.039925,
"median": 0.029772,
"std": 0.033423,
"sem": 0.002369,
"min": 0.002518,
"max": 0.233148,
"recall-0.025": 0.41,
"recall-0.05": 0.73,
"recall-0.1": 0.955,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_right_5": {
"count": 200,
"mean": 0.042813,
"median": 0.033918,
"std": 0.031165,
"sem": 0.002209,
"min": 0.004612,
"max": 0.234026,
"recall-0.025": 0.325,
"recall-0.05": 0.705,
"recall-0.1": 0.96,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_right_6": {
"count": 200,
"mean": 0.051869,
"median": 0.040294,
"std": 0.038351,
"sem": 0.002719,
"min": 0.005786,
"max": 0.234888,
"recall-0.025": 0.225,
"recall-0.05": 0.63,
"recall-0.1": 0.895,
"recall-0.15": 0.965,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_left_1": {
"count": 200,
"mean": 0.031596,
"median": 0.024022,
"std": 0.026413,
"sem": 0.001872,
"min": 0.003087,
"max": 0.182303,
"recall-0.025": 0.515,
"recall-0.05": 0.82,
"recall-0.1": 0.98,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_left_2": {
"count": 200,
"mean": 0.03346,
"median": 0.026404,
"std": 0.025438,
"sem": 0.001803,
"min": 0.004602,
"max": 0.13717,
"recall-0.025": 0.475,
"recall-0.05": 0.81,
"recall-0.1": 0.97,
"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": 0.034918,
"median": 0.026161,
"std": 0.027446,
"sem": 0.001946,
"min": 0.004009,
"max": 0.172443,
"recall-0.025": 0.48,
"recall-0.05": 0.785,
"recall-0.1": 0.98,
"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": 0.037483,
"median": 0.028162,
"std": 0.030114,
"sem": 0.002135,
"min": 0.001832,
"max": 0.181146,
"recall-0.025": 0.44,
"recall-0.05": 0.755,
"recall-0.1": 0.95,
"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": 0.03666,
"median": 0.026045,
"std": 0.031044,
"sem": 0.002201,
"min": 0.002467,
"max": 0.235378,
"recall-0.025": 0.49,
"recall-0.05": 0.755,
"recall-0.1": 0.965,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_eye_left_6": {
"count": 200,
"mean": 0.033234,
"median": 0.025435,
"std": 0.025729,
"sem": 0.001824,
"min": 0.002757,
"max": 0.15935,
"recall-0.025": 0.48,
"recall-0.05": 0.795,
"recall-0.1": 0.98,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_1": {
"count": 200,
"mean": 0.051735,
"median": 0.039899,
"std": 0.039298,
"sem": 0.002786,
"min": 0.005669,
"max": 0.290154,
"recall-0.025": 0.285,
"recall-0.05": 0.595,
"recall-0.1": 0.9,
"recall-0.15": 0.98,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_2": {
"count": 200,
"mean": 0.043506,
"median": 0.035751,
"std": 0.031903,
"sem": 0.002262,
"min": 0.004764,
"max": 0.236393,
"recall-0.025": 0.34,
"recall-0.05": 0.665,
"recall-0.1": 0.96,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_3": {
"count": 200,
"mean": 0.039831,
"median": 0.030892,
"std": 0.031561,
"sem": 0.002237,
"min": 0.004281,
"max": 0.236562,
"recall-0.025": 0.385,
"recall-0.05": 0.735,
"recall-0.1": 0.95,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_4": {
"count": 200,
"mean": 0.038613,
"median": 0.029996,
"std": 0.032049,
"sem": 0.002272,
"min": 0.001992,
"max": 0.230884,
"recall-0.025": 0.4,
"recall-0.05": 0.725,
"recall-0.1": 0.97,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_5": {
"count": 200,
"mean": 0.038166,
"median": 0.029592,
"std": 0.031494,
"sem": 0.002233,
"min": 0.004287,
"max": 0.227495,
"recall-0.025": 0.4,
"recall-0.05": 0.755,
"recall-0.1": 0.97,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_6": {
"count": 200,
"mean": 0.035487,
"median": 0.025956,
"std": 0.032023,
"sem": 0.00227,
"min": 0.002067,
"max": 0.269783,
"recall-0.025": 0.475,
"recall-0.05": 0.795,
"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_7": {
"count": 200,
"mean": 0.038348,
"median": 0.027332,
"std": 0.029441,
"sem": 0.002087,
"min": 0.002369,
"max": 0.157415,
"recall-0.025": 0.44,
"recall-0.05": 0.73,
"recall-0.1": 0.94,
"recall-0.15": 0.995,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_8": {
"count": 200,
"mean": 0.037678,
"median": 0.026762,
"std": 0.031335,
"sem": 0.002221,
"min": 0.001179,
"max": 0.258612,
"recall-0.025": 0.43,
"recall-0.05": 0.735,
"recall-0.1": 0.955,
"recall-0.15": 0.995,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_9": {
"count": 200,
"mean": 0.038313,
"median": 0.028166,
"std": 0.032001,
"sem": 0.002268,
"min": 0.001521,
"max": 0.202299,
"recall-0.025": 0.45,
"recall-0.05": 0.75,
"recall-0.1": 0.94,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_10": {
"count": 200,
"mean": 0.040148,
"median": 0.030339,
"std": 0.03251,
"sem": 0.002305,
"min": 0.006038,
"max": 0.221091,
"recall-0.025": 0.4,
"recall-0.05": 0.72,
"recall-0.1": 0.945,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_11": {
"count": 200,
"mean": 0.044475,
"median": 0.036832,
"std": 0.033414,
"sem": 0.002369,
"min": 0.004361,
"max": 0.233448,
"recall-0.025": 0.32,
"recall-0.05": 0.655,
"recall-0.1": 0.95,
"recall-0.15": 0.985,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_12": {
"count": 200,
"mean": 0.047135,
"median": 0.03825,
"std": 0.033896,
"sem": 0.002403,
"min": 0.005577,
"max": 0.232724,
"recall-0.025": 0.3,
"recall-0.05": 0.625,
"recall-0.1": 0.955,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_13": {
"count": 200,
"mean": 0.049548,
"median": 0.038374,
"std": 0.036389,
"sem": 0.00258,
"min": 0.005381,
"max": 0.256133,
"recall-0.025": 0.28,
"recall-0.05": 0.59,
"recall-0.1": 0.92,
"recall-0.15": 0.985,
"recall-0.25": 0.995,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_14": {
"count": 200,
"mean": 0.042462,
"median": 0.033265,
"std": 0.03064,
"sem": 0.002172,
"min": 0.004478,
"max": 0.22803,
"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_15": {
"count": 200,
"mean": 0.040281,
"median": 0.031673,
"std": 0.031942,
"sem": 0.002264,
"min": 0.001826,
"max": 0.225971,
"recall-0.025": 0.375,
"recall-0.05": 0.72,
"recall-0.1": 0.945,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_16": {
"count": 200,
"mean": 0.036562,
"median": 0.028461,
"std": 0.029933,
"sem": 0.002122,
"min": 0.001491,
"max": 0.202205,
"recall-0.025": 0.41,
"recall-0.05": 0.76,
"recall-0.1": 0.965,
"recall-0.15": 0.99,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_17": {
"count": 200,
"mean": 0.037839,
"median": 0.028055,
"std": 0.027902,
"sem": 0.001978,
"min": 0.002988,
"max": 0.12683,
"recall-0.025": 0.46,
"recall-0.05": 0.725,
"recall-0.1": 0.965,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 200
},
"face_mouth_18": {
"count": 200,
"mean": 0.034681,
"median": 0.025213,
"std": 0.031163,
"sem": 0.002209,
"min": 0.001557,
"max": 0.200834,
"recall-0.025": 0.485,
"recall-0.05": 0.785,
"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_19": {
"count": 200,
"mean": 0.036051,
"median": 0.025861,
"std": 0.031009,
"sem": 0.002198,
"min": 0.004114,
"max": 0.219966,
"recall-0.025": 0.475,
"recall-0.05": 0.75,
"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": 0.041932,
"median": 0.033339,
"std": 0.033568,
"sem": 0.00238,
"min": 0.004928,
"max": 0.226148,
"recall-0.025": 0.37,
"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
},
"hand_wrist_left": {
"count": 200,
"mean": 0.034787,
"median": 0.020523,
"std": 0.040773,
"sem": 0.00289,
"min": 0.002183,
"max": 0.284747,
"recall-0.025": 0.6,
"recall-0.05": 0.83,
"recall-0.1": 0.93,
"recall-0.15": 0.975,
"recall-0.25": 0.99,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_thumb_left_1": {
"count": 200,
"mean": 0.039069,
"median": 0.021439,
"std": 0.052576,
"sem": 0.003727,
"min": 0.001621,
"max": 0.423798,
"recall-0.025": 0.575,
"recall-0.05": 0.81,
"recall-0.1": 0.915,
"recall-0.15": 0.955,
"recall-0.25": 0.99,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_thumb_left_2": {
"count": 200,
"mean": 0.043185,
"median": 0.024942,
"std": 0.052401,
"sem": 0.003715,
"min": 0.003383,
"max": 0.383716,
"recall-0.025": 0.5,
"recall-0.05": 0.765,
"recall-0.1": 0.915,
"recall-0.15": 0.955,
"recall-0.25": 0.985,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_thumb_left_3": {
"count": 199,
"mean": 0.045719,
"median": 0.028427,
"std": 0.057543,
"sem": 0.004089,
"min": 0.003531,
"max": 0.360091,
"recall-0.025": 0.425,
"recall-0.05": 0.765,
"recall-0.1": 0.915,
"recall-0.15": 0.94,
"recall-0.25": 0.97,
"recall-0.5": 0.995,
"num_labels": 200
},
"hand_finger_thumb_left_4": {
"count": 199,
"mean": 0.050939,
"median": 0.030921,
"std": 0.061485,
"sem": 0.00437,
"min": 0.006196,
"max": 0.363479,
"recall-0.025": 0.4,
"recall-0.05": 0.68,
"recall-0.1": 0.875,
"recall-0.15": 0.935,
"recall-0.25": 0.965,
"recall-0.5": 0.995,
"num_labels": 200
},
"hand_finger_index_left_1": {
"count": 200,
"mean": 0.045544,
"median": 0.022235,
"std": 0.060877,
"sem": 0.004315,
"min": 0.001757,
"max": 0.370038,
"recall-0.025": 0.55,
"recall-0.05": 0.765,
"recall-0.1": 0.91,
"recall-0.15": 0.935,
"recall-0.25": 0.97,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_index_left_2": {
"count": 200,
"mean": 0.047076,
"median": 0.022899,
"std": 0.0666,
"sem": 0.004721,
"min": 0.002858,
"max": 0.402141,
"recall-0.025": 0.525,
"recall-0.05": 0.77,
"recall-0.1": 0.895,
"recall-0.15": 0.935,
"recall-0.25": 0.965,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_index_left_3": {
"count": 200,
"mean": 0.047521,
"median": 0.027844,
"std": 0.060916,
"sem": 0.004318,
"min": 0.001368,
"max": 0.343874,
"recall-0.025": 0.465,
"recall-0.05": 0.755,
"recall-0.1": 0.895,
"recall-0.15": 0.93,
"recall-0.25": 0.97,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_index_left_4": {
"count": 200,
"mean": 0.047865,
"median": 0.027929,
"std": 0.058671,
"sem": 0.004159,
"min": 0.001654,
"max": 0.354844,
"recall-0.025": 0.445,
"recall-0.05": 0.73,
"recall-0.1": 0.9,
"recall-0.15": 0.93,
"recall-0.25": 0.98,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_middle_left_1": {
"count": 200,
"mean": 0.044267,
"median": 0.020495,
"std": 0.065468,
"sem": 0.004641,
"min": 0.002442,
"max": 0.485995,
"recall-0.025": 0.58,
"recall-0.05": 0.78,
"recall-0.1": 0.905,
"recall-0.15": 0.94,
"recall-0.25": 0.975,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_middle_left_2": {
"count": 200,
"mean": 0.043736,
"median": 0.020647,
"std": 0.064577,
"sem": 0.004578,
"min": 0.002746,
"max": 0.363195,
"recall-0.025": 0.555,
"recall-0.05": 0.785,
"recall-0.1": 0.91,
"recall-0.15": 0.935,
"recall-0.25": 0.96,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_middle_left_3": {
"count": 200,
"mean": 0.043549,
"median": 0.022383,
"std": 0.056546,
"sem": 0.004008,
"min": 0.004705,
"max": 0.352464,
"recall-0.025": 0.54,
"recall-0.05": 0.785,
"recall-0.1": 0.905,
"recall-0.15": 0.935,
"recall-0.25": 0.985,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_middle_left_4": {
"count": 199,
"mean": 0.047835,
"median": 0.026377,
"std": 0.057893,
"sem": 0.004114,
"min": 0.002097,
"max": 0.378645,
"recall-0.025": 0.48,
"recall-0.05": 0.71,
"recall-0.1": 0.89,
"recall-0.15": 0.925,
"recall-0.25": 0.975,
"recall-0.5": 0.995,
"num_labels": 200
},
"hand_finger_ring_left_1": {
"count": 200,
"mean": 0.041905,
"median": 0.020252,
"std": 0.056736,
"sem": 0.004022,
"min": 0.002964,
"max": 0.334995,
"recall-0.025": 0.575,
"recall-0.05": 0.765,
"recall-0.1": 0.91,
"recall-0.15": 0.95,
"recall-0.25": 0.975,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_ring_left_2": {
"count": 200,
"mean": 0.042903,
"median": 0.020359,
"std": 0.061623,
"sem": 0.004368,
"min": 0.002669,
"max": 0.339056,
"recall-0.025": 0.555,
"recall-0.05": 0.79,
"recall-0.1": 0.905,
"recall-0.15": 0.935,
"recall-0.25": 0.97,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_ring_left_3": {
"count": 200,
"mean": 0.046928,
"median": 0.022992,
"std": 0.062077,
"sem": 0.0044,
"min": 0.001175,
"max": 0.346047,
"recall-0.025": 0.52,
"recall-0.05": 0.755,
"recall-0.1": 0.905,
"recall-0.15": 0.925,
"recall-0.25": 0.97,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_ring_left_4": {
"count": 199,
"mean": 0.048631,
"median": 0.026217,
"std": 0.058447,
"sem": 0.004154,
"min": 0.001947,
"max": 0.348813,
"recall-0.025": 0.46,
"recall-0.05": 0.725,
"recall-0.1": 0.885,
"recall-0.15": 0.92,
"recall-0.25": 0.975,
"recall-0.5": 0.995,
"num_labels": 200
},
"hand_finger_pinky_left_1": {
"count": 199,
"mean": 0.042057,
"median": 0.022503,
"std": 0.057059,
"sem": 0.004055,
"min": 0.00275,
"max": 0.484586,
"recall-0.025": 0.53,
"recall-0.05": 0.78,
"recall-0.1": 0.895,
"recall-0.15": 0.935,
"recall-0.25": 0.98,
"recall-0.5": 0.995,
"num_labels": 200
},
"hand_finger_pinky_left_2": {
"count": 200,
"mean": 0.047929,
"median": 0.027522,
"std": 0.068132,
"sem": 0.00483,
"min": 0.003919,
"max": 0.452841,
"recall-0.025": 0.455,
"recall-0.05": 0.77,
"recall-0.1": 0.9,
"recall-0.15": 0.94,
"recall-0.25": 0.96,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_pinky_left_3": {
"count": 200,
"mean": 0.048367,
"median": 0.027147,
"std": 0.064016,
"sem": 0.004538,
"min": 0.002176,
"max": 0.438132,
"recall-0.025": 0.46,
"recall-0.05": 0.745,
"recall-0.1": 0.905,
"recall-0.15": 0.925,
"recall-0.25": 0.965,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_pinky_left_4": {
"count": 200,
"mean": 0.051304,
"median": 0.028634,
"std": 0.065442,
"sem": 0.004639,
"min": 0.003723,
"max": 0.432846,
"recall-0.025": 0.425,
"recall-0.05": 0.735,
"recall-0.1": 0.89,
"recall-0.15": 0.93,
"recall-0.25": 0.965,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_wrist_right": {
"count": 200,
"mean": 0.04502,
"median": 0.025582,
"std": 0.055999,
"sem": 0.00397,
"min": 0.002455,
"max": 0.301056,
"recall-0.025": 0.49,
"recall-0.05": 0.755,
"recall-0.1": 0.905,
"recall-0.15": 0.945,
"recall-0.25": 0.975,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_thumb_right_1": {
"count": 200,
"mean": 0.045455,
"median": 0.023516,
"std": 0.061813,
"sem": 0.004382,
"min": 0.003371,
"max": 0.450011,
"recall-0.025": 0.535,
"recall-0.05": 0.765,
"recall-0.1": 0.885,
"recall-0.15": 0.945,
"recall-0.25": 0.975,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_thumb_right_2": {
"count": 200,
"mean": 0.051526,
"median": 0.027347,
"std": 0.069367,
"sem": 0.004917,
"min": 0.006174,
"max": 0.465444,
"recall-0.025": 0.42,
"recall-0.05": 0.72,
"recall-0.1": 0.885,
"recall-0.15": 0.94,
"recall-0.25": 0.965,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_thumb_right_3": {
"count": 200,
"mean": 0.054992,
"median": 0.03117,
"std": 0.075594,
"sem": 0.005359,
"min": 0.003995,
"max": 0.475418,
"recall-0.025": 0.39,
"recall-0.05": 0.72,
"recall-0.1": 0.895,
"recall-0.15": 0.92,
"recall-0.25": 0.96,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_thumb_right_4": {
"count": 198,
"mean": 0.054438,
"median": 0.034087,
"std": 0.069426,
"sem": 0.004946,
"min": 0.005446,
"max": 0.449498,
"recall-0.025": 0.385,
"recall-0.05": 0.71,
"recall-0.1": 0.875,
"recall-0.15": 0.92,
"recall-0.25": 0.955,
"recall-0.5": 0.99,
"num_labels": 200
},
"hand_finger_index_right_1": {
"count": 200,
"mean": 0.052242,
"median": 0.02916,
"std": 0.065693,
"sem": 0.004657,
"min": 0.002753,
"max": 0.388177,
"recall-0.025": 0.43,
"recall-0.05": 0.7,
"recall-0.1": 0.88,
"recall-0.15": 0.94,
"recall-0.25": 0.96,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_index_right_2": {
"count": 200,
"mean": 0.056464,
"median": 0.030516,
"std": 0.076977,
"sem": 0.005457,
"min": 0.002487,
"max": 0.46515,
"recall-0.025": 0.425,
"recall-0.05": 0.69,
"recall-0.1": 0.88,
"recall-0.15": 0.915,
"recall-0.25": 0.96,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_index_right_3": {
"count": 200,
"mean": 0.056105,
"median": 0.030536,
"std": 0.081101,
"sem": 0.005749,
"min": 0.002212,
"max": 0.479357,
"recall-0.025": 0.42,
"recall-0.05": 0.7,
"recall-0.1": 0.895,
"recall-0.15": 0.92,
"recall-0.25": 0.96,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_index_right_4": {
"count": 200,
"mean": 0.057645,
"median": 0.030808,
"std": 0.083198,
"sem": 0.005898,
"min": 0.002121,
"max": 0.491726,
"recall-0.025": 0.405,
"recall-0.05": 0.715,
"recall-0.1": 0.9,
"recall-0.15": 0.92,
"recall-0.25": 0.95,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_middle_right_1": {
"count": 199,
"mean": 0.052714,
"median": 0.026636,
"std": 0.072584,
"sem": 0.005158,
"min": 0.002072,
"max": 0.483808,
"recall-0.025": 0.47,
"recall-0.05": 0.735,
"recall-0.1": 0.875,
"recall-0.15": 0.925,
"recall-0.25": 0.955,
"recall-0.5": 0.995,
"num_labels": 200
},
"hand_finger_middle_right_2": {
"count": 199,
"mean": 0.054634,
"median": 0.026772,
"std": 0.078781,
"sem": 0.005599,
"min": 0.003118,
"max": 0.416389,
"recall-0.025": 0.465,
"recall-0.05": 0.72,
"recall-0.1": 0.875,
"recall-0.15": 0.9,
"recall-0.25": 0.95,
"recall-0.5": 0.995,
"num_labels": 200
},
"hand_finger_middle_right_3": {
"count": 199,
"mean": 0.051032,
"median": 0.029454,
"std": 0.068389,
"sem": 0.00486,
"min": 0.002132,
"max": 0.402418,
"recall-0.025": 0.43,
"recall-0.05": 0.74,
"recall-0.1": 0.895,
"recall-0.15": 0.92,
"recall-0.25": 0.95,
"recall-0.5": 0.995,
"num_labels": 200
},
"hand_finger_middle_right_4": {
"count": 199,
"mean": 0.053973,
"median": 0.032214,
"std": 0.066149,
"sem": 0.004701,
"min": 0.003156,
"max": 0.406675,
"recall-0.025": 0.4,
"recall-0.05": 0.69,
"recall-0.1": 0.865,
"recall-0.15": 0.915,
"recall-0.25": 0.96,
"recall-0.5": 0.995,
"num_labels": 200
},
"hand_finger_ring_right_1": {
"count": 200,
"mean": 0.051173,
"median": 0.027527,
"std": 0.06613,
"sem": 0.004688,
"min": 0.004328,
"max": 0.38663,
"recall-0.025": 0.45,
"recall-0.05": 0.745,
"recall-0.1": 0.88,
"recall-0.15": 0.925,
"recall-0.25": 0.965,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_ring_right_2": {
"count": 200,
"mean": 0.054338,
"median": 0.027862,
"std": 0.07641,
"sem": 0.005417,
"min": 0.003974,
"max": 0.439997,
"recall-0.025": 0.45,
"recall-0.05": 0.725,
"recall-0.1": 0.865,
"recall-0.15": 0.915,
"recall-0.25": 0.95,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_ring_right_3": {
"count": 199,
"mean": 0.05258,
"median": 0.027969,
"std": 0.071904,
"sem": 0.00511,
"min": 0.001667,
"max": 0.465876,
"recall-0.025": 0.41,
"recall-0.05": 0.72,
"recall-0.1": 0.88,
"recall-0.15": 0.91,
"recall-0.25": 0.95,
"recall-0.5": 0.995,
"num_labels": 200
},
"hand_finger_ring_right_4": {
"count": 199,
"mean": 0.05463,
"median": 0.031082,
"std": 0.065044,
"sem": 0.004623,
"min": 0.00343,
"max": 0.411593,
"recall-0.025": 0.37,
"recall-0.05": 0.685,
"recall-0.1": 0.845,
"recall-0.15": 0.91,
"recall-0.25": 0.965,
"recall-0.5": 0.995,
"num_labels": 200
},
"hand_finger_pinky_right_1": {
"count": 200,
"mean": 0.053115,
"median": 0.030002,
"std": 0.065799,
"sem": 0.004664,
"min": 0.003105,
"max": 0.394467,
"recall-0.025": 0.44,
"recall-0.05": 0.685,
"recall-0.1": 0.865,
"recall-0.15": 0.92,
"recall-0.25": 0.965,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_pinky_right_2": {
"count": 200,
"mean": 0.05558,
"median": 0.030008,
"std": 0.072014,
"sem": 0.005105,
"min": 0.003331,
"max": 0.444918,
"recall-0.025": 0.415,
"recall-0.05": 0.67,
"recall-0.1": 0.87,
"recall-0.15": 0.915,
"recall-0.25": 0.965,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_pinky_right_3": {
"count": 200,
"mean": 0.054841,
"median": 0.030706,
"std": 0.070395,
"sem": 0.00499,
"min": 0.003334,
"max": 0.477715,
"recall-0.025": 0.405,
"recall-0.05": 0.69,
"recall-0.1": 0.86,
"recall-0.15": 0.91,
"recall-0.25": 0.965,
"recall-0.5": 1.0,
"num_labels": 200
},
"hand_finger_pinky_right_4": {
"count": 200,
"mean": 0.056826,
"median": 0.033707,
"std": 0.073534,
"sem": 0.005213,
"min": 0.004289,
"max": 0.480549,
"recall-0.025": 0.355,
"recall-0.05": 0.69,
"recall-0.1": 0.855,
"recall-0.15": 0.915,
"recall-0.25": 0.965,
"recall-0.5": 1.0,
"num_labels": 200
},
"hip_middle": {
"count": 200,
"mean": 0.030479,
"median": 0.028245,
"std": 0.01456,
"sem": 0.001032,
"min": 0.002425,
"max": 0.08483,
"recall-0.025": 0.425,
"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
},
"shoulder_middle": {
"count": 200,
"mean": 0.019078,
"median": 0.0176,
"std": 0.010333,
"sem": 0.000732,
"min": 0.001397,
"max": 0.059409,
"recall-0.025": 0.775,
"recall-0.05": 0.99,
"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": 0.03347,
"median": 0.029643,
"std": 0.019637,
"sem": 0.001392,
"min": 0.003129,
"max": 0.116594,
"recall-0.025": 0.39,
"recall-0.05": 0.805,
"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": 5199,
"mean": 0.030417,
"median": 0.023816,
"std": 0.025799,
"sem": 0.001829,
"min": 0.002788,
"max": 0.180935,
"num_labels": 5200
},
"face": {
"count": 13597,
"mean": 0.049165,
"median": 0.03943,
"std": 0.035187,
"sem": 0.002495,
"min": 0.005063,
"max": 0.23394,
"num_labels": 13600
},
"hand": {
"count": 8387,
"mean": 0.049293,
"median": 0.026886,
"std": 0.065146,
"sem": 0.004622,
"min": 0.003019,
"max": 0.410018,
"num_labels": 8400
}
},
"joint_recalls": {
"num_labels": 27200,
"recall-0.025": 0.40893,
"recall-0.05": 0.70327,
"recall-0.1": 0.9104,
"recall-0.15": 0.96232,
"recall-0.25": 0.98871,
"recall-0.5": 0.99938
}
}
{
"total_parts": 2800,
"correct_parts": 2791,
"pcp": 0.996786
}
EgoHumans
tagging
{
"img_loading": 0.3528638998667399,
"avg_time_2d": 0.04470903873443603,
"avg_time_3d": 0.0011984851625230577,
"avg_fps": 21.7829217329284
}
{
"person_nums": {
"total_frames": 100,
"total_labels": 400,
"total_preds": 405,
"considered_empty": 0,
"valid_preds": 371,
"invalid_preds": 34,
"missing": 29,
"invalid_fraction": 0.08395,
"precision": 0.91605,
"recall": 0.9275,
"f1": 0.92174,
"non_empty": 405
},
"mpjpe": {
"count": 371,
"mean": 0.041029,
"median": 0.03212,
"std": 0.030237,
"sem": 0.001572,
"min": 0.014996,
"max": 0.294915,
"recall-0.025": 0.2075,
"recall-0.05": 0.7525,
"recall-0.1": 0.8875,
"recall-0.15": 0.91,
"recall-0.25": 0.9225,
"recall-0.5": 0.9275,
"num_labels": 400,
"ap-0.025": 0.052189,
"ap-0.05": 0.655733,
"ap-0.1": 0.859266,
"ap-0.15": 0.893474,
"ap-0.25": 0.906237,
"ap-0.5": 0.913812
},
"head": {
"count": 371,
"mean": 0.043419,
"median": 0.038314,
"std": 0.027822,
"sem": 0.001446,
"min": 0.002897,
"max": 0.28156,
"recall-0.025": 0.2125,
"recall-0.05": 0.6175,
"recall-0.1": 0.9025,
"recall-0.15": 0.9225,
"recall-0.25": 0.9225,
"recall-0.5": 0.9275,
"num_labels": 400
},
"shoulder_left": {
"count": 370,
"mean": 0.039127,
"median": 0.030649,
"std": 0.034677,
"sem": 0.001805,
"min": 0.002987,
"max": 0.43717,
"recall-0.025": 0.315,
"recall-0.05": 0.72,
"recall-0.1": 0.895,
"recall-0.15": 0.92,
"recall-0.25": 0.92,
"recall-0.5": 0.925,
"num_labels": 400
},
"shoulder_right": {
"count": 371,
"mean": 0.03898,
"median": 0.032612,
"std": 0.032755,
"sem": 0.001703,
"min": 0.005203,
"max": 0.320625,
"recall-0.025": 0.28,
"recall-0.05": 0.7525,
"recall-0.1": 0.9025,
"recall-0.15": 0.91,
"recall-0.25": 0.9225,
"recall-0.5": 0.9275,
"num_labels": 400
},
"elbow_left": {
"count": 371,
"mean": 0.031208,
"median": 0.025565,
"std": 0.031461,
"sem": 0.001636,
"min": 0.002624,
"max": 0.367832,
"recall-0.025": 0.4525,
"recall-0.05": 0.8475,
"recall-0.1": 0.905,
"recall-0.15": 0.915,
"recall-0.25": 0.92,
"recall-0.5": 0.9275,
"num_labels": 400
},
"elbow_right": {
"count": 370,
"mean": 0.037451,
"median": 0.030453,
"std": 0.030159,
"sem": 0.00157,
"min": 0.003176,
"max": 0.326081,
"recall-0.025": 0.325,
"recall-0.05": 0.76,
"recall-0.1": 0.89,
"recall-0.15": 0.9175,
"recall-0.25": 0.9225,
"recall-0.5": 0.925,
"num_labels": 400
},
"wrist_left": {
"count": 371,
"mean": 0.034956,
"median": 0.025268,
"std": 0.033028,
"sem": 0.001717,
"min": 0.003069,
"max": 0.30281,
"recall-0.025": 0.45,
"recall-0.05": 0.785,
"recall-0.1": 0.885,
"recall-0.15": 0.915,
"recall-0.25": 0.9225,
"recall-0.5": 0.9275,
"num_labels": 400
},
"wrist_right": {
"count": 370,
"mean": 0.036946,
"median": 0.02456,
"std": 0.046028,
"sem": 0.002396,
"min": 0.002426,
"max": 0.460223,
"recall-0.025": 0.4775,
"recall-0.05": 0.7575,
"recall-0.1": 0.8775,
"recall-0.15": 0.9025,
"recall-0.25": 0.9175,
"recall-0.5": 0.925,
"num_labels": 400
},
"hip_left": {
"count": 371,
"mean": 0.047198,
"median": 0.038562,
"std": 0.031126,
"sem": 0.001618,
"min": 0.003036,
"max": 0.158187,
"recall-0.025": 0.24,
"recall-0.05": 0.6325,
"recall-0.1": 0.8475,
"recall-0.15": 0.9225,
"recall-0.25": 0.9275,
"recall-0.5": 0.9275,
"num_labels": 400
},
"hip_right": {
"count": 371,
"mean": 0.046973,
"median": 0.036296,
"std": 0.036089,
"sem": 0.001876,
"min": 0.004871,
"max": 0.267409,
"recall-0.025": 0.235,
"recall-0.05": 0.6275,
"recall-0.1": 0.8525,
"recall-0.15": 0.9025,
"recall-0.25": 0.925,
"recall-0.5": 0.9275,
"num_labels": 400
},
"knee_left": {
"count": 371,
"mean": 0.029505,
"median": 0.02473,
"std": 0.021497,
"sem": 0.001118,
"min": 0.001892,
"max": 0.2081,
"recall-0.025": 0.4775,
"recall-0.05": 0.8325,
"recall-0.1": 0.9125,
"recall-0.15": 0.925,
"recall-0.25": 0.9275,
"recall-0.5": 0.9275,
"num_labels": 400
},
"knee_right": {
"count": 369,
"mean": 0.039471,
"median": 0.024696,
"std": 0.065749,
"sem": 0.003427,
"min": 0.002502,
"max": 0.485122,
"recall-0.025": 0.4725,
"recall-0.05": 0.81,
"recall-0.1": 0.885,
"recall-0.15": 0.89,
"recall-0.25": 0.8925,
"recall-0.5": 0.9225,
"num_labels": 400
},
"ankle_left": {
"count": 370,
"mean": 0.037307,
"median": 0.025284,
"std": 0.050685,
"sem": 0.002639,
"min": 0.002673,
"max": 0.476034,
"recall-0.025": 0.45,
"recall-0.05": 0.765,
"recall-0.1": 0.885,
"recall-0.15": 0.905,
"recall-0.25": 0.915,
"recall-0.5": 0.925,
"num_labels": 400
},
"ankle_right": {
"count": 362,
"mean": 0.046193,
"median": 0.030038,
"std": 0.050436,
"sem": 0.002655,
"min": 0.002157,
"max": 0.393281,
"recall-0.025": 0.3825,
"recall-0.05": 0.65,
"recall-0.1": 0.8175,
"recall-0.15": 0.865,
"recall-0.25": 0.8925,
"recall-0.5": 0.905,
"num_labels": 400
},
"joint_recalls": {
"num_labels": 5200,
"recall-0.025": 0.36692,
"recall-0.05": 0.73481,
"recall-0.1": 0.88135,
"recall-0.15": 0.90865,
"recall-0.25": 0.9175,
"recall-0.5": 0.92462
}
}
{
"total_parts": 5600,
"correct_parts": 5107,
"pcp": 0.911964
}
legoassemble
{
"img_loading": 0.2947925146635588,
"avg_time_2d": 0.0422386156546103,
"avg_time_3d": 0.0009064566981685055,
"avg_fps": 23.177617870783198
}
{
"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": 0.02595,
"median": 0.025003,
"std": 0.007261,
"sem": 0.000382,
"min": 0.012176,
"max": 0.052961,
"recall-0.025": 0.498623,
"recall-0.05": 0.99449,
"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": 0.281383,
"ap-0.05": 0.993396,
"ap-0.1": 1.0,
"ap-0.15": 1.0,
"ap-0.25": 1.0,
"ap-0.5": 1.0
},
"head": {
"count": 363,
"mean": 0.028099,
"median": 0.023086,
"std": 0.017182,
"sem": 0.000903,
"min": 0.002102,
"max": 0.098073,
"recall-0.025": 0.534435,
"recall-0.05": 0.884298,
"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": 0.027054,
"median": 0.021728,
"std": 0.020627,
"sem": 0.001084,
"min": 0.002837,
"max": 0.160499,
"recall-0.025": 0.586777,
"recall-0.05": 0.900826,
"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": 0.023748,
"median": 0.021035,
"std": 0.013446,
"sem": 0.000707,
"min": 0.003516,
"max": 0.101881,
"recall-0.025": 0.600551,
"recall-0.05": 0.958678,
"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": 0.022266,
"median": 0.019049,
"std": 0.014795,
"sem": 0.000778,
"min": 0.003514,
"max": 0.194458,
"recall-0.025": 0.702479,
"recall-0.05": 0.961433,
"recall-0.1": 0.997245,
"recall-0.15": 0.997245,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 363
},
"elbow_right": {
"count": 363,
"mean": 0.018467,
"median": 0.016303,
"std": 0.010228,
"sem": 0.000538,
"min": 0.001717,
"max": 0.084792,
"recall-0.025": 0.798898,
"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": 0.024304,
"median": 0.018879,
"std": 0.024223,
"sem": 0.001273,
"min": 0.001556,
"max": 0.240021,
"recall-0.025": 0.674931,
"recall-0.05": 0.942149,
"recall-0.1": 0.986226,
"recall-0.15": 0.991736,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 363
},
"wrist_right": {
"count": 363,
"mean": 0.019756,
"median": 0.017616,
"std": 0.011931,
"sem": 0.000627,
"min": 0.001127,
"max": 0.089718,
"recall-0.025": 0.77686,
"recall-0.05": 0.972452,
"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": 0.031364,
"median": 0.026845,
"std": 0.017668,
"sem": 0.000929,
"min": 0.004869,
"max": 0.123913,
"recall-0.025": 0.429752,
"recall-0.05": 0.848485,
"recall-0.1": 0.997245,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 363
},
"hip_right": {
"count": 363,
"mean": 0.031909,
"median": 0.029546,
"std": 0.017146,
"sem": 0.000901,
"min": 0.002958,
"max": 0.115878,
"recall-0.025": 0.371901,
"recall-0.05": 0.887052,
"recall-0.1": 0.988981,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 363
},
"knee_left": {
"count": 363,
"mean": 0.028369,
"median": 0.020181,
"std": 0.023944,
"sem": 0.001258,
"min": 0.001137,
"max": 0.126999,
"recall-0.025": 0.62259,
"recall-0.05": 0.865014,
"recall-0.1": 0.972452,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 363
},
"knee_right": {
"count": 363,
"mean": 0.023918,
"median": 0.020759,
"std": 0.013267,
"sem": 0.000697,
"min": 0.002183,
"max": 0.065309,
"recall-0.025": 0.595041,
"recall-0.05": 0.947658,
"recall-0.1": 1.0,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 363
},
"ankle_left": {
"count": 363,
"mean": 0.029342,
"median": 0.023488,
"std": 0.022035,
"sem": 0.001158,
"min": 0.001711,
"max": 0.174059,
"recall-0.025": 0.528926,
"recall-0.05": 0.881543,
"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": 0.02875,
"median": 0.021545,
"std": 0.024745,
"sem": 0.001301,
"min": 0.000888,
"max": 0.21264,
"recall-0.025": 0.581267,
"recall-0.05": 0.870523,
"recall-0.1": 0.969697,
"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": 0.59886,
"recall-0.05": 0.91524,
"recall-0.1": 0.98898,
"recall-0.15": 0.99767,
"recall-0.25": 1.0,
"recall-0.5": 1.0
}
}
{
"total_parts": 5082,
"correct_parts": 5081,
"pcp": 0.999803
}
fencing
{
"img_loading": 0.3155306088618743,
"avg_time_2d": 0.04939531515806149,
"avg_time_3d": 0.001269202965956468,
"avg_fps": 19.737679090368005
}
{
"person_nums": {
"total_frames": 166,
"total_labels": 332,
"total_preds": 663,
"considered_empty": 0,
"valid_preds": 332,
"invalid_preds": 331,
"missing": 0,
"invalid_fraction": 0.49925,
"precision": 0.50075,
"recall": 1.0,
"f1": 0.66734,
"non_empty": 663
},
"mpjpe": {
"count": 332,
"mean": 0.024288,
"median": 0.021073,
"std": 0.008508,
"sem": 0.000468,
"min": 0.011237,
"max": 0.054953,
"recall-0.025": 0.644578,
"recall-0.05": 0.98494,
"recall-0.1": 1.0,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 332,
"ap-0.025": 0.360242,
"ap-0.05": 0.643176,
"ap-0.1": 0.673112,
"ap-0.15": 0.673112,
"ap-0.25": 0.673112,
"ap-0.5": 0.673112
},
"head": {
"count": 332,
"mean": 0.040173,
"median": 0.040328,
"std": 0.019975,
"sem": 0.001098,
"min": 0.003561,
"max": 0.105944,
"recall-0.025": 0.277108,
"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": 0.02351,
"median": 0.020707,
"std": 0.013028,
"sem": 0.000716,
"min": 0.002917,
"max": 0.079813,
"recall-0.025": 0.692771,
"recall-0.05": 0.948795,
"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": 0.028153,
"median": 0.020467,
"std": 0.021551,
"sem": 0.001185,
"min": 0.003312,
"max": 0.136505,
"recall-0.025": 0.641566,
"recall-0.05": 0.864458,
"recall-0.1": 0.993976,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 332
},
"elbow_left": {
"count": 332,
"mean": 0.019389,
"median": 0.01612,
"std": 0.010839,
"sem": 0.000596,
"min": 0.002353,
"max": 0.071358,
"recall-0.025": 0.743976,
"recall-0.05": 0.981928,
"recall-0.1": 1.0,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 332
},
"elbow_right": {
"count": 332,
"mean": 0.023058,
"median": 0.018475,
"std": 0.016123,
"sem": 0.000886,
"min": 0.002197,
"max": 0.116703,
"recall-0.025": 0.707831,
"recall-0.05": 0.927711,
"recall-0.1": 0.996988,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 332
},
"wrist_left": {
"count": 332,
"mean": 0.019662,
"median": 0.013027,
"std": 0.018692,
"sem": 0.001027,
"min": 0.001182,
"max": 0.119575,
"recall-0.025": 0.771084,
"recall-0.05": 0.927711,
"recall-0.1": 0.987952,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 332
},
"wrist_right": {
"count": 332,
"mean": 0.026947,
"median": 0.020307,
"std": 0.02218,
"sem": 0.001219,
"min": 0.003224,
"max": 0.178388,
"recall-0.025": 0.641566,
"recall-0.05": 0.888554,
"recall-0.1": 0.981928,
"recall-0.15": 0.993976,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 332
},
"hip_left": {
"count": 332,
"mean": 0.028906,
"median": 0.024366,
"std": 0.016605,
"sem": 0.000913,
"min": 0.003937,
"max": 0.119293,
"recall-0.025": 0.527108,
"recall-0.05": 0.912651,
"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": 0.029657,
"median": 0.026777,
"std": 0.015822,
"sem": 0.00087,
"min": 0.001441,
"max": 0.105738,
"recall-0.025": 0.451807,
"recall-0.05": 0.915663,
"recall-0.1": 0.990964,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 332
},
"knee_left": {
"count": 332,
"mean": 0.020668,
"median": 0.015671,
"std": 0.015292,
"sem": 0.000841,
"min": 0.001365,
"max": 0.09652,
"recall-0.025": 0.771084,
"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": 0.019246,
"median": 0.013336,
"std": 0.015752,
"sem": 0.000866,
"min": 0.00138,
"max": 0.104555,
"recall-0.025": 0.740964,
"recall-0.05": 0.945783,
"recall-0.1": 0.993976,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 332
},
"ankle_left": {
"count": 332,
"mean": 0.013814,
"median": 0.011383,
"std": 0.00973,
"sem": 0.000535,
"min": 0.000844,
"max": 0.060583,
"recall-0.025": 0.891566,
"recall-0.05": 0.990964,
"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": 0.022564,
"median": 0.020028,
"std": 0.013416,
"sem": 0.000737,
"min": 0.003082,
"max": 0.105125,
"recall-0.025": 0.777108,
"recall-0.05": 0.954819,
"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": 0.66172,
"recall-0.05": 0.91219,
"recall-0.1": 0.9949,
"recall-0.15": 0.99954,
"recall-0.25": 1.0,
"recall-0.5": 1.0
}
}
{
"total_parts": 4648,
"correct_parts": 4648,
"pcp": 1.0
}
basketball
{
"img_loading": 0.32563793182373046,
"avg_time_2d": 0.04618632316589356,
"avg_time_3d": 0.001581103801727295,
"avg_fps": 20.934767968093613
}
{
"person_nums": {
"total_frames": 110,
"total_labels": 330,
"total_preds": 485,
"considered_empty": 0,
"valid_preds": 330,
"invalid_preds": 155,
"missing": 0,
"invalid_fraction": 0.31959,
"precision": 0.68041,
"recall": 1.0,
"f1": 0.80982,
"non_empty": 485
},
"mpjpe": {
"count": 330,
"mean": 0.042084,
"median": 0.038648,
"std": 0.015229,
"sem": 0.00084,
"min": 0.018403,
"max": 0.104468,
"recall-0.025": 0.072727,
"recall-0.05": 0.712121,
"recall-0.1": 0.99697,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 330,
"ap-0.025": 0.008937,
"ap-0.05": 0.431966,
"ap-0.1": 0.711422,
"ap-0.15": 0.71587,
"ap-0.25": 0.71587,
"ap-0.5": 0.71587
},
"head": {
"count": 330,
"mean": 0.048769,
"median": 0.042695,
"std": 0.027472,
"sem": 0.001515,
"min": 0.004423,
"max": 0.146109,
"recall-0.025": 0.2,
"recall-0.05": 0.6,
"recall-0.1": 0.939394,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 330
},
"shoulder_left": {
"count": 330,
"mean": 0.04732,
"median": 0.043445,
"std": 0.024772,
"sem": 0.001366,
"min": 0.006539,
"max": 0.151431,
"recall-0.025": 0.148485,
"recall-0.05": 0.627273,
"recall-0.1": 0.966667,
"recall-0.15": 0.99697,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 330
},
"shoulder_right": {
"count": 330,
"mean": 0.042601,
"median": 0.037662,
"std": 0.023642,
"sem": 0.001303,
"min": 0.004466,
"max": 0.130442,
"recall-0.025": 0.218182,
"recall-0.05": 0.742424,
"recall-0.1": 0.957576,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 330
},
"elbow_left": {
"count": 330,
"mean": 0.046934,
"median": 0.040257,
"std": 0.027814,
"sem": 0.001533,
"min": 0.004532,
"max": 0.173743,
"recall-0.025": 0.239394,
"recall-0.05": 0.630303,
"recall-0.1": 0.942424,
"recall-0.15": 0.993939,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 330
},
"elbow_right": {
"count": 330,
"mean": 0.04471,
"median": 0.037929,
"std": 0.027937,
"sem": 0.00154,
"min": 0.002027,
"max": 0.215256,
"recall-0.025": 0.251515,
"recall-0.05": 0.660606,
"recall-0.1": 0.951515,
"recall-0.15": 0.990909,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 330
},
"wrist_left": {
"count": 330,
"mean": 0.049567,
"median": 0.041124,
"std": 0.039975,
"sem": 0.002204,
"min": 0.001161,
"max": 0.432777,
"recall-0.025": 0.254545,
"recall-0.05": 0.606061,
"recall-0.1": 0.936364,
"recall-0.15": 0.984848,
"recall-0.25": 0.990909,
"recall-0.5": 1.0,
"num_labels": 330
},
"wrist_right": {
"count": 330,
"mean": 0.050431,
"median": 0.043957,
"std": 0.032647,
"sem": 0.0018,
"min": 0.005004,
"max": 0.255669,
"recall-0.025": 0.181818,
"recall-0.05": 0.59697,
"recall-0.1": 0.927273,
"recall-0.15": 0.984848,
"recall-0.25": 0.99697,
"recall-0.5": 1.0,
"num_labels": 330
},
"hip_left": {
"count": 330,
"mean": 0.043482,
"median": 0.039062,
"std": 0.023344,
"sem": 0.001287,
"min": 0.005276,
"max": 0.161056,
"recall-0.025": 0.2,
"recall-0.05": 0.687879,
"recall-0.1": 0.972727,
"recall-0.15": 0.99697,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 330
},
"hip_right": {
"count": 330,
"mean": 0.041775,
"median": 0.038303,
"std": 0.022906,
"sem": 0.001263,
"min": 0.003252,
"max": 0.138516,
"recall-0.025": 0.263636,
"recall-0.05": 0.657576,
"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": 0.034029,
"median": 0.030365,
"std": 0.01994,
"sem": 0.001099,
"min": 0.003464,
"max": 0.111822,
"recall-0.025": 0.4,
"recall-0.05": 0.8,
"recall-0.1": 0.990909,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 330
},
"knee_right": {
"count": 330,
"mean": 0.034106,
"median": 0.028375,
"std": 0.020734,
"sem": 0.001143,
"min": 0.0005,
"max": 0.114381,
"recall-0.025": 0.412121,
"recall-0.05": 0.815152,
"recall-0.1": 0.987879,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 330
},
"ankle_left": {
"count": 330,
"mean": 0.032258,
"median": 0.02488,
"std": 0.024517,
"sem": 0.001352,
"min": 0.004647,
"max": 0.177678,
"recall-0.025": 0.509091,
"recall-0.05": 0.833333,
"recall-0.1": 0.975758,
"recall-0.15": 0.990909,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 330
},
"ankle_right": {
"count": 330,
"mean": 0.031109,
"median": 0.026753,
"std": 0.01945,
"sem": 0.001072,
"min": 0.001937,
"max": 0.130621,
"recall-0.025": 0.454545,
"recall-0.05": 0.854545,
"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": 0.28578,
"recall-0.05": 0.69977,
"recall-0.1": 0.962,
"recall-0.15": 0.99417,
"recall-0.25": 0.99883,
"recall-0.5": 1.0
}
}
{
"total_parts": 4620,
"correct_parts": 4601,
"pcp": 0.995887
}
volleyball
{
"img_loading": 0.48654386589119025,
"avg_time_2d": 0.07935880325935982,
"avg_time_3d": 0.0037131373946731154,
"avg_fps": 12.037758984885981
}
{
"person_nums": {
"total_frames": 121,
"total_labels": 484,
"total_preds": 530,
"considered_empty": 0,
"valid_preds": 483,
"invalid_preds": 47,
"missing": 1,
"invalid_fraction": 0.08868,
"precision": 0.91132,
"recall": 0.99793,
"f1": 0.95266,
"non_empty": 530
},
"mpjpe": {
"count": 483,
"mean": 0.031818,
"median": 0.029447,
"std": 0.011896,
"sem": 0.000542,
"min": 0.013382,
"max": 0.119972,
"recall-0.025": 0.322314,
"recall-0.05": 0.919421,
"recall-0.1": 0.995868,
"recall-0.15": 0.997934,
"recall-0.25": 0.997934,
"recall-0.5": 0.997934,
"num_labels": 484,
"ap-0.025": 0.10999,
"ap-0.05": 0.837043,
"ap-0.1": 0.968553,
"ap-0.15": 0.972124,
"ap-0.25": 0.972124,
"ap-0.5": 0.972124
},
"head": {
"count": 483,
"mean": 0.03173,
"median": 0.027192,
"std": 0.020372,
"sem": 0.000928,
"min": 0.004537,
"max": 0.206998,
"recall-0.025": 0.448347,
"recall-0.05": 0.826446,
"recall-0.1": 0.995868,
"recall-0.15": 0.995868,
"recall-0.25": 0.997934,
"recall-0.5": 0.997934,
"num_labels": 484
},
"shoulder_left": {
"count": 483,
"mean": 0.031043,
"median": 0.02792,
"std": 0.017327,
"sem": 0.000789,
"min": 0.004698,
"max": 0.10187,
"recall-0.025": 0.43595,
"recall-0.05": 0.869835,
"recall-0.1": 0.995868,
"recall-0.15": 0.997934,
"recall-0.25": 0.997934,
"recall-0.5": 0.997934,
"num_labels": 484
},
"shoulder_right": {
"count": 483,
"mean": 0.031959,
"median": 0.026932,
"std": 0.021641,
"sem": 0.000986,
"min": 0.00173,
"max": 0.169613,
"recall-0.025": 0.466942,
"recall-0.05": 0.822314,
"recall-0.1": 0.989669,
"recall-0.15": 0.995868,
"recall-0.25": 0.997934,
"recall-0.5": 0.997934,
"num_labels": 484
},
"elbow_left": {
"count": 483,
"mean": 0.03352,
"median": 0.028175,
"std": 0.021696,
"sem": 0.000988,
"min": 0.00267,
"max": 0.237151,
"recall-0.025": 0.390496,
"recall-0.05": 0.838843,
"recall-0.1": 0.985537,
"recall-0.15": 0.993802,
"recall-0.25": 0.997934,
"recall-0.5": 0.997934,
"num_labels": 484
},
"elbow_right": {
"count": 483,
"mean": 0.035427,
"median": 0.028172,
"std": 0.028765,
"sem": 0.00131,
"min": 0.004364,
"max": 0.39176,
"recall-0.025": 0.419421,
"recall-0.05": 0.818182,
"recall-0.1": 0.964876,
"recall-0.15": 0.993802,
"recall-0.25": 0.995868,
"recall-0.5": 0.997934,
"num_labels": 484
},
"wrist_left": {
"count": 483,
"mean": 0.039931,
"median": 0.03297,
"std": 0.029386,
"sem": 0.001339,
"min": 0.004046,
"max": 0.24029,
"recall-0.025": 0.326446,
"recall-0.05": 0.758264,
"recall-0.1": 0.956612,
"recall-0.15": 0.983471,
"recall-0.25": 0.997934,
"recall-0.5": 0.997934,
"num_labels": 484
},
"wrist_right": {
"count": 482,
"mean": 0.039199,
"median": 0.030247,
"std": 0.030422,
"sem": 0.001387,
"min": 0.005115,
"max": 0.287231,
"recall-0.025": 0.355372,
"recall-0.05": 0.772727,
"recall-0.1": 0.956612,
"recall-0.15": 0.987603,
"recall-0.25": 0.993802,
"recall-0.5": 0.995868,
"num_labels": 484
},
"hip_left": {
"count": 483,
"mean": 0.03733,
"median": 0.033414,
"std": 0.019106,
"sem": 0.00087,
"min": 0.003062,
"max": 0.130989,
"recall-0.025": 0.278926,
"recall-0.05": 0.807851,
"recall-0.1": 0.983471,
"recall-0.15": 0.997934,
"recall-0.25": 0.997934,
"recall-0.5": 0.997934,
"num_labels": 484
},
"hip_right": {
"count": 483,
"mean": 0.038573,
"median": 0.032167,
"std": 0.024761,
"sem": 0.001128,
"min": 0.004596,
"max": 0.143812,
"recall-0.025": 0.328512,
"recall-0.05": 0.758264,
"recall-0.1": 0.958678,
"recall-0.15": 0.997934,
"recall-0.25": 0.997934,
"recall-0.5": 0.997934,
"num_labels": 484
},
"knee_left": {
"count": 483,
"mean": 0.022775,
"median": 0.018507,
"std": 0.016274,
"sem": 0.000741,
"min": 0.001114,
"max": 0.172537,
"recall-0.025": 0.679752,
"recall-0.05": 0.948347,
"recall-0.1": 0.993802,
"recall-0.15": 0.993802,
"recall-0.25": 0.997934,
"recall-0.5": 0.997934,
"num_labels": 484
},
"knee_right": {
"count": 483,
"mean": 0.025145,
"median": 0.021325,
"std": 0.017533,
"sem": 0.000799,
"min": 0.002353,
"max": 0.193683,
"recall-0.025": 0.617769,
"recall-0.05": 0.909091,
"recall-0.1": 0.995868,
"recall-0.15": 0.995868,
"recall-0.25": 0.997934,
"recall-0.5": 0.997934,
"num_labels": 484
},
"ankle_left": {
"count": 483,
"mean": 0.022818,
"median": 0.018501,
"std": 0.016028,
"sem": 0.00073,
"min": 0.001942,
"max": 0.181252,
"recall-0.025": 0.665289,
"recall-0.05": 0.942149,
"recall-0.1": 0.993802,
"recall-0.15": 0.995868,
"recall-0.25": 0.997934,
"recall-0.5": 0.997934,
"num_labels": 484
},
"ankle_right": {
"count": 483,
"mean": 0.023208,
"median": 0.019677,
"std": 0.014591,
"sem": 0.000665,
"min": 0.002229,
"max": 0.095445,
"recall-0.025": 0.669421,
"recall-0.05": 0.931818,
"recall-0.1": 0.997934,
"recall-0.15": 0.997934,
"recall-0.25": 0.997934,
"recall-0.5": 0.997934,
"num_labels": 484
},
"joint_recalls": {
"num_labels": 6292,
"recall-0.025": 0.46647,
"recall-0.05": 0.8452,
"recall-0.1": 0.98156,
"recall-0.15": 0.99412,
"recall-0.25": 0.99746,
"recall-0.5": 0.99777
}
}
{
"total_parts": 6776,
"correct_parts": 6751,
"pcp": 0.996311
}
badminton
{
"img_loading": 0.5080458442599787,
"avg_time_2d": 0.0721634302525162,
"avg_time_3d": 0.002479799910087806,
"avg_fps": 13.397062236207946
}
{
"person_nums": {
"total_frames": 183,
"total_labels": 732,
"total_preds": 790,
"considered_empty": 0,
"valid_preds": 732,
"invalid_preds": 58,
"missing": 0,
"invalid_fraction": 0.07342,
"precision": 0.92658,
"recall": 1.0,
"f1": 0.96189,
"non_empty": 790
},
"mpjpe": {
"count": 732,
"mean": 0.027482,
"median": 0.025794,
"std": 0.008978,
"sem": 0.000332,
"min": 0.009846,
"max": 0.093983,
"recall-0.025": 0.464481,
"recall-0.05": 0.972678,
"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": 0.239937,
"ap-0.05": 0.950439,
"ap-0.1": 0.999871,
"ap-0.15": 0.999871,
"ap-0.25": 0.999871,
"ap-0.5": 0.999871
},
"head": {
"count": 732,
"mean": 0.031151,
"median": 0.025369,
"std": 0.022388,
"sem": 0.000828,
"min": 0.00169,
"max": 0.243514,
"recall-0.025": 0.494536,
"recall-0.05": 0.856557,
"recall-0.1": 0.987705,
"recall-0.15": 0.995902,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 732
},
"shoulder_left": {
"count": 732,
"mean": 0.03507,
"median": 0.030037,
"std": 0.022946,
"sem": 0.000849,
"min": 0.003794,
"max": 0.179254,
"recall-0.025": 0.377049,
"recall-0.05": 0.831967,
"recall-0.1": 0.972678,
"recall-0.15": 0.997268,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 732
},
"shoulder_right": {
"count": 732,
"mean": 0.029908,
"median": 0.025489,
"std": 0.018222,
"sem": 0.000674,
"min": 0.002216,
"max": 0.134316,
"recall-0.025": 0.486339,
"recall-0.05": 0.879781,
"recall-0.1": 0.993169,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 732
},
"elbow_left": {
"count": 732,
"mean": 0.027185,
"median": 0.022875,
"std": 0.017851,
"sem": 0.00066,
"min": 0.002339,
"max": 0.15206,
"recall-0.025": 0.580601,
"recall-0.05": 0.903005,
"recall-0.1": 0.990437,
"recall-0.15": 0.998634,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 732
},
"elbow_right": {
"count": 732,
"mean": 0.027453,
"median": 0.022125,
"std": 0.01889,
"sem": 0.000699,
"min": 0.001685,
"max": 0.148754,
"recall-0.025": 0.576503,
"recall-0.05": 0.881148,
"recall-0.1": 0.994536,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 732
},
"wrist_left": {
"count": 732,
"mean": 0.030291,
"median": 0.02476,
"std": 0.023108,
"sem": 0.000855,
"min": 0.003002,
"max": 0.242479,
"recall-0.025": 0.508197,
"recall-0.05": 0.881148,
"recall-0.1": 0.980874,
"recall-0.15": 0.997268,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 732
},
"wrist_right": {
"count": 732,
"mean": 0.032177,
"median": 0.025579,
"std": 0.022784,
"sem": 0.000843,
"min": 0.003181,
"max": 0.201203,
"recall-0.025": 0.48224,
"recall-0.05": 0.848361,
"recall-0.1": 0.986339,
"recall-0.15": 0.995902,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 732
},
"hip_left": {
"count": 732,
"mean": 0.029042,
"median": 0.027561,
"std": 0.014743,
"sem": 0.000545,
"min": 0.002095,
"max": 0.142802,
"recall-0.025": 0.431694,
"recall-0.05": 0.916667,
"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": 0.02831,
"median": 0.026033,
"std": 0.013968,
"sem": 0.000517,
"min": 0.003467,
"max": 0.09437,
"recall-0.025": 0.464481,
"recall-0.05": 0.931694,
"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": 0.019585,
"median": 0.018314,
"std": 0.009514,
"sem": 0.000352,
"min": 0.002117,
"max": 0.07224,
"recall-0.025": 0.795082,
"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
},
"knee_right": {
"count": 732,
"mean": 0.022957,
"median": 0.020533,
"std": 0.012582,
"sem": 0.000465,
"min": 0.00129,
"max": 0.092388,
"recall-0.025": 0.65847,
"recall-0.05": 0.956284,
"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": 0.021423,
"median": 0.0198,
"std": 0.011635,
"sem": 0.00043,
"min": 0.000537,
"max": 0.091134,
"recall-0.025": 0.68306,
"recall-0.05": 0.976776,
"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": 0.022716,
"median": 0.020516,
"std": 0.011964,
"sem": 0.000442,
"min": 0.00268,
"max": 0.086346,
"recall-0.025": 0.644809,
"recall-0.05": 0.968579,
"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": 0.55212,
"recall-0.05": 0.90858,
"recall-0.1": 0.99233,
"recall-0.15": 0.99884,
"recall-0.25": 1.0,
"recall-0.5": 1.0
}
}
{
"total_parts": 10248,
"correct_parts": 10237,
"pcp": 0.998927
}
tennis
{
"img_loading": 0.7245951409925494,
"avg_time_2d": 0.09512041047302602,
"avg_time_3d": 0.002043061786227756,
"avg_fps": 10.2919335502109
}
{
"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": 0.023644,
"median": 0.022255,
"std": 0.009435,
"sem": 0.000497,
"min": 0.012188,
"max": 0.126226,
"recall-0.025": 0.690608,
"recall-0.05": 0.983425,
"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": 0.572774,
"ap-0.05": 0.983156,
"ap-0.1": 0.997169,
"ap-0.15": 1.0,
"ap-0.25": 1.0,
"ap-0.5": 1.0
},
"head": {
"count": 362,
"mean": 0.036626,
"median": 0.036248,
"std": 0.015805,
"sem": 0.000832,
"min": 0.002253,
"max": 0.120652,
"recall-0.025": 0.21547,
"recall-0.05": 0.856354,
"recall-0.1": 0.994475,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 362
},
"shoulder_left": {
"count": 362,
"mean": 0.023775,
"median": 0.020648,
"std": 0.01403,
"sem": 0.000738,
"min": 0.002847,
"max": 0.088362,
"recall-0.025": 0.627072,
"recall-0.05": 0.947514,
"recall-0.1": 1.0,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 362
},
"shoulder_right": {
"count": 362,
"mean": 0.02824,
"median": 0.02531,
"std": 0.015051,
"sem": 0.000792,
"min": 0.002271,
"max": 0.100955,
"recall-0.025": 0.486188,
"recall-0.05": 0.91989,
"recall-0.1": 0.997238,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 362
},
"elbow_left": {
"count": 362,
"mean": 0.020885,
"median": 0.016729,
"std": 0.013454,
"sem": 0.000708,
"min": 0.002948,
"max": 0.100452,
"recall-0.025": 0.729282,
"recall-0.05": 0.958564,
"recall-0.1": 0.997238,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 362
},
"elbow_right": {
"count": 362,
"mean": 0.024025,
"median": 0.021397,
"std": 0.01553,
"sem": 0.000817,
"min": 0.0009,
"max": 0.149873,
"recall-0.025": 0.610497,
"recall-0.05": 0.955801,
"recall-0.1": 0.994475,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 362
},
"wrist_left": {
"count": 362,
"mean": 0.02249,
"median": 0.018789,
"std": 0.014691,
"sem": 0.000773,
"min": 0.001059,
"max": 0.095284,
"recall-0.025": 0.665746,
"recall-0.05": 0.944751,
"recall-0.1": 1.0,
"recall-0.15": 1.0,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 362
},
"wrist_right": {
"count": 362,
"mean": 0.028614,
"median": 0.023014,
"std": 0.027617,
"sem": 0.001454,
"min": 0.000565,
"max": 0.309303,
"recall-0.025": 0.538674,
"recall-0.05": 0.89779,
"recall-0.1": 0.98895,
"recall-0.15": 0.994475,
"recall-0.25": 0.994475,
"recall-0.5": 1.0,
"num_labels": 362
},
"hip_left": {
"count": 362,
"mean": 0.0255,
"median": 0.022948,
"std": 0.014585,
"sem": 0.000768,
"min": 0.002524,
"max": 0.140758,
"recall-0.025": 0.552486,
"recall-0.05": 0.944751,
"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": 0.026037,
"median": 0.023594,
"std": 0.017228,
"sem": 0.000907,
"min": 0.001997,
"max": 0.188306,
"recall-0.025": 0.558011,
"recall-0.05": 0.936464,
"recall-0.1": 0.991713,
"recall-0.15": 0.997238,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 362
},
"knee_left": {
"count": 362,
"mean": 0.015771,
"median": 0.014171,
"std": 0.008043,
"sem": 0.000423,
"min": 0.002213,
"max": 0.04907,
"recall-0.025": 0.864641,
"recall-0.05": 1.0,
"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": 0.016923,
"median": 0.014611,
"std": 0.016323,
"sem": 0.000859,
"min": 0.001828,
"max": 0.259361,
"recall-0.025": 0.867403,
"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": 0.019707,
"median": 0.017121,
"std": 0.011593,
"sem": 0.00061,
"min": 0.001651,
"max": 0.078642,
"recall-0.025": 0.767956,
"recall-0.05": 0.966851,
"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": 0.018776,
"median": 0.014697,
"std": 0.025258,
"sem": 0.001329,
"min": 0.001777,
"max": 0.425641,
"recall-0.025": 0.850829,
"recall-0.05": 0.961326,
"recall-0.1": 0.994475,
"recall-0.15": 0.997238,
"recall-0.25": 0.997238,
"recall-0.5": 1.0,
"num_labels": 362
},
"joint_recalls": {
"num_labels": 4706,
"recall-0.025": 0.64003,
"recall-0.05": 0.94369,
"recall-0.1": 0.99511,
"recall-0.15": 0.99873,
"recall-0.25": 0.99894,
"recall-0.5": 1.0
}
}
{
"total_parts": 5068,
"correct_parts": 5064,
"pcp": 0.999211
}