Merge branch 'master' into tracking

This commit is contained in:
Daniel
2025-04-23 10:44:13 +02:00

View File

@ -2267,261 +2267,261 @@ Results of the model in various experiments on different datasets. \
"person_nums": {
"total_frames": 479,
"total_labels": 479,
"total_preds": 584,
"total_preds": 610,
"considered_empty": 0,
"valid_preds": 443,
"invalid_preds": 141,
"missing": 36,
"invalid_fraction": 0.24144,
"precision": 0.75856,
"recall": 0.92484,
"f1": 0.83349,
"non_empty": 584
"valid_preds": 451,
"invalid_preds": 159,
"missing": 28,
"invalid_fraction": 0.26066,
"precision": 0.73934,
"recall": 0.94154,
"f1": 0.82828,
"non_empty": 610
},
"mpjpe": {
"count": 443,
"mean": 0.073811,
"median": 0.059533,
"std": 0.044453,
"sem": 0.002114,
"count": 451,
"mean": 0.071763,
"median": 0.057793,
"std": 0.042205,
"sem": 0.00199,
"min": 0.018892,
"max": 0.357707,
"recall-0.025": 0.031315,
"recall-0.05": 0.365344,
"recall-0.1": 0.718163,
"recall-0.15": 0.870564,
"recall-0.25": 0.916493,
"recall-0.5": 0.924843,
"recall-0.05": 0.377871,
"recall-0.1": 0.741127,
"recall-0.15": 0.901879,
"recall-0.25": 0.933194,
"recall-0.5": 0.941545,
"num_labels": 479,
"ap-0.025": 0.000833,
"ap-0.05": 0.143335,
"ap-0.1": 0.501718,
"ap-0.15": 0.706833,
"ap-0.25": 0.786245,
"ap-0.5": 0.803641
"ap-0.025": 0.000798,
"ap-0.05": 0.158624,
"ap-0.1": 0.531418,
"ap-0.15": 0.749852,
"ap-0.25": 0.797502,
"ap-0.5": 0.814873
},
"head": {
"count": 421,
"mean": 0.03689,
"median": 0.033322,
"std": 0.018862,
"sem": 0.00092,
"count": 428,
"mean": 0.036993,
"median": 0.033166,
"std": 0.023638,
"sem": 0.001144,
"min": 0.001558,
"max": 0.145839,
"recall-0.025": 0.29646,
"recall-0.05": 0.730088,
"recall-0.1": 0.926991,
"recall-0.15": 0.931416,
"recall-0.25": 0.931416,
"recall-0.5": 0.931416,
"max": 0.344993,
"recall-0.025": 0.30531,
"recall-0.05": 0.75,
"recall-0.1": 0.940265,
"recall-0.15": 0.94469,
"recall-0.25": 0.94469,
"recall-0.5": 0.946903,
"num_labels": 452
},
"shoulder_left": {
"count": 420,
"mean": 0.041867,
"median": 0.036198,
"std": 0.01936,
"sem": 0.000946,
"count": 428,
"mean": 0.041477,
"median": 0.036292,
"std": 0.018873,
"sem": 0.000913,
"min": 0.009033,
"max": 0.148262,
"recall-0.025": 0.105727,
"recall-0.05": 0.713656,
"recall-0.1": 0.905286,
"recall-0.15": 0.92511,
"recall-0.25": 0.92511,
"recall-0.5": 0.92511,
"recall-0.025": 0.112335,
"recall-0.05": 0.73348,
"recall-0.1": 0.927313,
"recall-0.15": 0.942731,
"recall-0.25": 0.942731,
"recall-0.5": 0.942731,
"num_labels": 454
},
"shoulder_right": {
"count": 433,
"mean": 0.029518,
"median": 0.028202,
"std": 0.009841,
"sem": 0.000473,
"count": 441,
"mean": 0.028622,
"median": 0.027759,
"std": 0.008742,
"sem": 0.000417,
"min": 0.006306,
"max": 0.082541,
"recall-0.025": 0.32334,
"recall-0.05": 0.895075,
"recall-0.1": 0.927195,
"recall-0.15": 0.927195,
"recall-0.25": 0.927195,
"recall-0.5": 0.927195,
"max": 0.071767,
"recall-0.025": 0.351178,
"recall-0.05": 0.922912,
"recall-0.1": 0.944325,
"recall-0.15": 0.944325,
"recall-0.25": 0.944325,
"recall-0.5": 0.944325,
"num_labels": 467
},
"elbow_left": {
"count": 408,
"mean": 0.031037,
"median": 0.023888,
"std": 0.023902,
"sem": 0.001185,
"count": 416,
"mean": 0.030559,
"median": 0.023979,
"std": 0.022998,
"sem": 0.001129,
"min": 0.002712,
"max": 0.194997,
"recall-0.025": 0.491991,
"recall-0.05": 0.796339,
"recall-0.1": 0.915332,
"recall-0.15": 0.929062,
"recall-0.25": 0.933638,
"recall-0.5": 0.933638,
"recall-0.025": 0.501144,
"recall-0.05": 0.819222,
"recall-0.1": 0.935927,
"recall-0.15": 0.949657,
"recall-0.25": 0.951945,
"recall-0.5": 0.951945,
"num_labels": 437
},
"elbow_right": {
"count": 413,
"mean": 0.026787,
"median": 0.024368,
"std": 0.016907,
"sem": 0.000833,
"count": 420,
"mean": 0.025723,
"median": 0.023839,
"std": 0.01602,
"sem": 0.000783,
"min": 0.001053,
"max": 0.195409,
"recall-0.025": 0.496599,
"recall-0.05": 0.868481,
"recall-0.1": 0.931973,
"recall-0.15": 0.93424,
"recall-0.25": 0.936508,
"recall-0.5": 0.936508,
"recall-0.025": 0.530612,
"recall-0.05": 0.900227,
"recall-0.1": 0.947846,
"recall-0.15": 0.950113,
"recall-0.25": 0.952381,
"recall-0.5": 0.952381,
"num_labels": 441
},
"wrist_left": {
"count": 407,
"mean": 0.032816,
"median": 0.026127,
"std": 0.030979,
"sem": 0.001537,
"count": 414,
"mean": 0.032693,
"median": 0.026452,
"std": 0.030617,
"sem": 0.001507,
"min": 0.000365,
"max": 0.336293,
"recall-0.025": 0.442661,
"recall-0.05": 0.81422,
"recall-0.1": 0.91055,
"recall-0.15": 0.919725,
"recall-0.25": 0.928899,
"recall-0.5": 0.933486,
"recall-0.025": 0.440367,
"recall-0.05": 0.830275,
"recall-0.1": 0.928899,
"recall-0.15": 0.93578,
"recall-0.25": 0.944954,
"recall-0.5": 0.949541,
"num_labels": 436
},
"wrist_right": {
"count": 416,
"mean": 0.027295,
"median": 0.023784,
"std": 0.022632,
"sem": 0.001111,
"count": 424,
"mean": 0.02675,
"median": 0.023085,
"std": 0.022681,
"sem": 0.001103,
"min": 0.002123,
"max": 0.230751,
"recall-0.025": 0.495516,
"recall-0.05": 0.88565,
"recall-0.1": 0.91704,
"recall-0.15": 0.926009,
"recall-0.25": 0.932735,
"recall-0.5": 0.932735,
"recall-0.025": 0.520179,
"recall-0.05": 0.903587,
"recall-0.1": 0.934978,
"recall-0.15": 0.943946,
"recall-0.25": 0.950673,
"recall-0.5": 0.950673,
"num_labels": 446
},
"hip_left": {
"count": 297,
"mean": 0.100986,
"median": 0.094681,
"std": 0.03307,
"sem": 0.001922,
"count": 302,
"mean": 0.099765,
"median": 0.09348,
"std": 0.031158,
"sem": 0.001796,
"min": 0.041723,
"max": 0.291977,
"recall-0.025": 0.0,
"recall-0.05": 0.019108,
"recall-0.1": 0.55414,
"recall-0.15": 0.875796,
"recall-0.25": 0.93949,
"recall-0.5": 0.94586,
"recall-0.1": 0.570064,
"recall-0.15": 0.904459,
"recall-0.25": 0.955414,
"recall-0.5": 0.961783,
"num_labels": 314
},
"hip_right": {
"count": 243,
"mean": 0.089626,
"median": 0.086351,
"std": 0.032581,
"sem": 0.002094,
"count": 248,
"mean": 0.08675,
"median": 0.083729,
"std": 0.029095,
"sem": 0.001851,
"min": 0.021341,
"max": 0.277167,
"recall-0.025": 0.003846,
"recall-0.05": 0.057692,
"recall-0.1": 0.680769,
"recall-0.15": 0.892308,
"recall-0.25": 0.926923,
"recall-0.5": 0.934615,
"recall-0.1": 0.742308,
"recall-0.15": 0.919231,
"recall-0.25": 0.946154,
"recall-0.5": 0.953846,
"num_labels": 260
},
"knee_left": {
"count": 250,
"mean": 0.135721,
"median": 0.100319,
"std": 0.099758,
"sem": 0.006322,
"count": 256,
"mean": 0.124811,
"median": 0.096721,
"std": 0.085821,
"sem": 0.005374,
"min": 0.012383,
"max": 0.49552,
"max": 0.457614,
"recall-0.025": 0.018116,
"recall-0.05": 0.09058,
"recall-0.1": 0.452899,
"recall-0.15": 0.634058,
"recall-0.25": 0.789855,
"recall-0.5": 0.905797,
"recall-0.05": 0.097826,
"recall-0.1": 0.485507,
"recall-0.15": 0.673913,
"recall-0.25": 0.847826,
"recall-0.5": 0.927536,
"num_labels": 276
},
"knee_right": {
"count": 193,
"mean": 0.108496,
"median": 0.062057,
"std": 0.108505,
"sem": 0.007831,
"min": 0.014451,
"count": 201,
"mean": 0.100419,
"median": 0.060165,
"std": 0.099181,
"sem": 0.007013,
"min": 0.009796,
"max": 0.494486,
"recall-0.025": 0.04186,
"recall-0.05": 0.306977,
"recall-0.1": 0.651163,
"recall-0.15": 0.706977,
"recall-0.25": 0.795349,
"recall-0.5": 0.897674,
"recall-0.025": 0.051163,
"recall-0.05": 0.334884,
"recall-0.1": 0.706977,
"recall-0.15": 0.75814,
"recall-0.25": 0.837209,
"recall-0.5": 0.934884,
"num_labels": 215
},
"ankle_left": {
"count": 72,
"mean": 0.310746,
"count": 78,
"mean": 0.309423,
"median": 0.324206,
"std": 0.116753,
"sem": 0.013856,
"std": 0.125856,
"sem": 0.014343,
"min": 0.02336,
"max": 0.493405,
"recall-0.025": 0.007576,
"recall-0.05": 0.015152,
"recall-0.1": 0.022727,
"recall-0.15": 0.075758,
"recall-0.25": 0.136364,
"recall-0.5": 0.545455,
"recall-0.05": 0.030303,
"recall-0.1": 0.045455,
"recall-0.15": 0.090909,
"recall-0.25": 0.151515,
"recall-0.5": 0.590909,
"num_labels": 132
},
"ankle_right": {
"count": 69,
"mean": 0.342505,
"median": 0.396395,
"std": 0.142725,
"sem": 0.017308,
"count": 72,
"mean": 0.34717,
"median": 0.397782,
"std": 0.142652,
"sem": 0.01693,
"min": 0.02477,
"max": 0.496782,
"recall-0.025": 0.007874,
"recall-0.05": 0.023622,
"recall-0.1": 0.070866,
"recall-0.15": 0.110236,
"recall-0.05": 0.031496,
"recall-0.1": 0.07874,
"recall-0.15": 0.102362,
"recall-0.25": 0.11811,
"recall-0.5": 0.543307,
"recall-0.5": 0.566929,
"num_labels": 127
},
"joint_recalls": {
"num_labels": 4457,
"recall-0.025": 0.26767,
"recall-0.05": 0.59749,
"recall-0.1": 0.78528,
"recall-0.15": 0.84362,
"recall-0.25": 0.8674,
"recall-0.5": 0.90509
"recall-0.025": 0.27911,
"recall-0.05": 0.61521,
"recall-0.1": 0.80884,
"recall-0.15": 0.86336,
"recall-0.25": 0.88692,
"recall-0.5": 0.92416
}
}
{
"total_parts": 4313,
"correct_parts": 3794,
"pcp": 0.879666
"correct_parts": 3878,
"pcp": 0.899142
}
```
@ -2567,10 +2567,10 @@ Results of the model in various experiments on different datasets. \
},
"mpjpe": {
"count": 777,
"mean": 0.059795,
"median": 0.057644,
"std": 0.01158,
"sem": 0.000416,
"mean": 0.059744,
"median": 0.057631,
"std": 0.011562,
"sem": 0.000415,
"min": 0.043081,
"max": 0.161047,
"recall-0.025": 0.0,
@ -2581,22 +2581,22 @@ Results of the model in various experiments on different datasets. \
"recall-0.5": 0.996154,
"num_labels": 780,
"ap-0.025": 0.0,
"ap-0.05": 0.005031,
"ap-0.1": 0.987003,
"ap-0.15": 0.992186,
"ap-0.05": 0.004993,
"ap-0.1": 0.98701,
"ap-0.15": 0.992189,
"ap-0.25": 0.996154,
"ap-0.5": 0.996154
},
"head": {
"count": 777,
"mean": 0.032849,
"median": 0.02889,
"std": 0.018081,
"sem": 0.000649,
"mean": 0.032816,
"median": 0.028888,
"std": 0.01806,
"sem": 0.000648,
"min": 0.003336,
"max": 0.236729,
"recall-0.025": 0.370513,
"recall-0.05": 0.835897,
"recall-0.025": 0.369231,
"recall-0.05": 0.837179,
"recall-0.1": 0.991026,
"recall-0.15": 0.994872,
"recall-0.25": 0.996154,
@ -2605,15 +2605,15 @@ Results of the model in various experiments on different datasets. \
},
"shoulder_left": {
"count": 777,
"mean": 0.063725,
"mean": 0.063666,
"median": 0.061636,
"std": 0.02279,
"sem": 0.000818,
"std": 0.022645,
"sem": 0.000813,
"min": 0.003706,
"max": 0.192847,
"recall-0.025": 0.010256,
"recall-0.05": 0.311538,
"recall-0.1": 0.960256,
"recall-0.1": 0.961538,
"recall-0.15": 0.992308,
"recall-0.25": 0.996154,
"recall-0.5": 0.996154,
@ -2621,10 +2621,10 @@ Results of the model in various experiments on different datasets. \
},
"shoulder_right": {
"count": 777,
"mean": 0.064311,
"median": 0.062367,
"std": 0.017627,
"sem": 0.000633,
"mean": 0.064254,
"median": 0.062251,
"std": 0.017614,
"sem": 0.000632,
"min": 0.00645,
"max": 0.133633,
"recall-0.025": 0.014103,
@ -2637,9 +2637,9 @@ Results of the model in various experiments on different datasets. \
},
"elbow_left": {
"count": 776,
"mean": 0.055696,
"mean": 0.055671,
"median": 0.048231,
"std": 0.027198,
"std": 0.027199,
"sem": 0.000977,
"min": 0.015892,
"max": 0.295215,
@ -2653,14 +2653,14 @@ Results of the model in various experiments on different datasets. \
},
"elbow_right": {
"count": 777,
"mean": 0.064114,
"mean": 0.064088,
"median": 0.061539,
"std": 0.024768,
"std": 0.024766,
"sem": 0.000889,
"min": 0.015015,
"max": 0.216922,
"recall-0.025": 0.001282,
"recall-0.05": 0.280769,
"recall-0.05": 0.282051,
"recall-0.1": 0.941026,
"recall-0.15": 0.970513,
"recall-0.25": 0.996154,
@ -2669,14 +2669,14 @@ Results of the model in various experiments on different datasets. \
},
"wrist_left": {
"count": 774,
"mean": 0.048139,
"median": 0.043293,
"std": 0.034121,
"mean": 0.048115,
"median": 0.043254,
"std": 0.034125,
"sem": 0.001227,
"min": 0.006671,
"max": 0.430452,
"recall-0.025": 0.133333,
"recall-0.05": 0.674359,
"recall-0.05": 0.675641,
"recall-0.1": 0.947436,
"recall-0.15": 0.978205,
"recall-0.25": 0.987179,
@ -2685,15 +2685,15 @@ Results of the model in various experiments on different datasets. \
},
"wrist_right": {
"count": 771,
"mean": 0.065615,
"mean": 0.065426,
"median": 0.06446,
"std": 0.034619,
"sem": 0.001248,
"std": 0.034459,
"sem": 0.001242,
"min": 0.013844,
"max": 0.282031,
"recall-0.025": 0.016667,
"recall-0.05": 0.338462,
"recall-0.1": 0.919231,
"recall-0.05": 0.339744,
"recall-0.1": 0.923077,
"recall-0.15": 0.960256,
"recall-0.25": 0.985897,
"recall-0.5": 0.988462,
@ -2701,9 +2701,9 @@ Results of the model in various experiments on different datasets. \
},
"hip_left": {
"count": 777,
"mean": 0.083448,
"mean": 0.083453,
"median": 0.084348,
"std": 0.02046,
"std": 0.020442,
"sem": 0.000734,
"min": 0.027865,
"max": 0.144259,
@ -2717,15 +2717,15 @@ Results of the model in various experiments on different datasets. \
},
"hip_right": {
"count": 777,
"mean": 0.10584,
"median": 0.104554,
"std": 0.018135,
"sem": 0.000651,
"mean": 0.105753,
"median": 0.104468,
"std": 0.018092,
"sem": 0.000649,
"min": 0.05627,
"max": 0.17111,
"recall-0.025": 0.0,
"recall-0.05": 0.0,
"recall-0.1": 0.388462,
"recall-0.1": 0.389744,
"recall-0.15": 0.978205,
"recall-0.25": 0.996154,
"recall-0.5": 0.996154,
@ -2733,14 +2733,14 @@ Results of the model in various experiments on different datasets. \
},
"knee_left": {
"count": 777,
"mean": 0.048307,
"mean": 0.048251,
"median": 0.046812,
"std": 0.019978,
"sem": 0.000717,
"std": 0.019946,
"sem": 0.000716,
"min": 0.012707,
"max": 0.202218,
"recall-0.025": 0.057692,
"recall-0.05": 0.612821,
"recall-0.05": 0.614103,
"recall-0.1": 0.953846,
"recall-0.15": 0.991026,
"recall-0.25": 0.996154,
@ -2749,14 +2749,14 @@ Results of the model in various experiments on different datasets. \
},
"knee_right": {
"count": 777,
"mean": 0.05249,
"median": 0.050503,
"std": 0.018171,
"sem": 0.000652,
"mean": 0.052396,
"median": 0.05017,
"std": 0.018125,
"sem": 0.000651,
"min": 0.01206,
"max": 0.132138,
"recall-0.025": 0.021795,
"recall-0.05": 0.487179,
"recall-0.05": 0.489744,
"recall-0.1": 0.982051,
"recall-0.15": 0.996154,
"recall-0.25": 0.996154,
@ -2765,14 +2765,14 @@ Results of the model in various experiments on different datasets. \
},
"ankle_left": {
"count": 777,
"mean": 0.049663,
"mean": 0.049658,
"median": 0.046727,
"std": 0.014928,
"std": 0.014921,
"sem": 0.000536,
"min": 0.014128,
"max": 0.175912,
"recall-0.025": 0.008974,
"recall-0.05": 0.638462,
"recall-0.05": 0.639744,
"recall-0.1": 0.980769,
"recall-0.15": 0.99359,
"recall-0.25": 0.996154,
@ -2781,9 +2781,9 @@ Results of the model in various experiments on different datasets. \
},
"ankle_right": {
"count": 777,
"mean": 0.034199,
"median": 0.030212,
"std": 0.015583,
"mean": 0.034177,
"median": 0.030198,
"std": 0.015575,
"sem": 0.000559,
"min": 0.007645,
"max": 0.160324,
@ -2797,9 +2797,9 @@ Results of the model in various experiments on different datasets. \
},
"joint_recalls": {
"num_labels": 10140,
"recall-0.025": 0.07219,
"recall-0.05": 0.44734,
"recall-0.1": 0.90207,
"recall-0.025": 0.07209,
"recall-0.05": 0.44813,
"recall-0.1": 0.90256,
"recall-0.15": 0.9859,
"recall-0.25": 0.99418,
"recall-0.5": 0.99517