crosstyan/RapidPoseTriangulation
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Small filter improvements for mvor dataset.

Browse Source
This commit is contained in:
Daniel
2024-07-03 14:00:09 +02:00
parent 55f7069372
commit 7330b010b5
2 changed files with 110 additions and 110 deletions
Download Patch File Download Diff File Expand all files Collapse all files

218
media/RESULTS.md
View File

@ -820,181 +820,181 @@ Results of the model in various experiments on different datasets.
(duration 00:02:31)
```json
{
"avg_time_2d": 0.05586366622628996,
"avg_time_3d": 0.0030540410844497805,
"avg_fps": 16.972826093280727
"avg_time_2d": 0.05581602218270494,
"avg_time_3d": 0.003066245881729249,
"avg_fps": 16.983041463445524
}
{
"person_nums": {
"total_frames": 629,
"total_labels": 1061,
"total_preds": 1107,
"considered_empty": 106,
"valid_preds": 754,
"considered_empty": 105,
"valid_preds": 755,
"invalid_preds": 247,
"missing": 307,
"invalid_fraction": 0.24675,
"precision": 0.75325,
"recall": 0.71065,
"f1": 0.73133,
"non_empty": 1001
"missing": 306,
"invalid_fraction": 0.24651,
"precision": 0.75349,
"recall": 0.71159,
"f1": 0.73194,
"non_empty": 1002
},
"mpjpe": {
"count": 754,
"mean": 0.112533,
"median": 0.093582,
"std": 0.064237,
"sem": 0.002341,
"count": 755,
"mean": 0.112545,
"median": 0.093641,
"std": 0.064196,
"sem": 0.002338,
"min": 0.040489,
"max": 0.497874,
"recall-0.025": 0.0,
"recall-0.05": 0.004713,
"recall-0.1": 0.39868,
"recall-0.15": 0.602262,
"recall-0.25": 0.687088,
"recall-0.5": 0.71065,
"recall-0.15": 0.603205,
"recall-0.25": 0.68803,
"recall-0.5": 0.711593,
"num_labels": 1061,
"ap-0.025": 0.0,
"ap-0.05": 9.5e-05,
"ap-0.1": 0.257803,
"ap-0.15": 0.500043,
"ap-0.25": 0.610092,
"ap-0.5": 0.638299
"ap-0.1": 0.257626,
"ap-0.15": 0.500936,
"ap-0.25": 0.611019,
"ap-0.5": 0.639232
},
"head": {
"count": 753,
"mean": 0.061147,
"median": 0.048418,
"std": 0.051506,
"sem": 0.001878,
"count": 754,
"mean": 0.061083,
"median": 0.048251,
"std": 0.051502,
"sem": 0.001877,
"min": 0.006565,
"max": 0.436815,
"recall-0.025": 0.091423,
"recall-0.05": 0.36852,
"recall-0.1": 0.63525,
"recall-0.15": 0.675778,
"recall-0.25": 0.69557,
"recall-0.5": 0.709708,
"recall-0.025": 0.092366,
"recall-0.05": 0.369463,
"recall-0.1": 0.636192,
"recall-0.15": 0.67672,
"recall-0.25": 0.696513,
"recall-0.5": 0.71065,
"num_labels": 1061
},
"shoulder_left": {
"count": 752,
"mean": 0.059702,
"median": 0.042396,
"std": 0.060756,
"sem": 0.002217,
"count": 753,
"mean": 0.059656,
"median": 0.04234,
"std": 0.060728,
"sem": 0.002215,
"min": 0.002877,
"max": 0.48718,
"recall-0.025": 0.161169,
"recall-0.05": 0.424128,
"recall-0.1": 0.618285,
"recall-0.15": 0.670123,
"recall-0.25": 0.689915,
"recall-0.5": 0.708765,
"recall-0.025": 0.162111,
"recall-0.05": 0.425071,
"recall-0.1": 0.619227,
"recall-0.15": 0.671065,
"recall-0.25": 0.690858,
"recall-0.5": 0.709708,
"num_labels": 1061
},
"shoulder_right": {
"count": 752,
"mean": 0.058725,
"median": 0.038927,
"std": 0.064616,
"sem": 0.002358,
"count": 753,
"mean": 0.058717,
"median": 0.039015,
"std": 0.064574,
"sem": 0.002355,
"min": 0.001883,
"max": 0.470146,
"recall-0.025": 0.154571,
"recall-0.05": 0.454288,
"recall-0.1": 0.621112,
"recall-0.15": 0.668238,
"recall-0.25": 0.685203,
"recall-0.5": 0.708765,
"recall-0.1": 0.622055,
"recall-0.15": 0.66918,
"recall-0.25": 0.686145,
"recall-0.5": 0.709708,
"num_labels": 1061
},
"elbow_left": {
"count": 740,
"mean": 0.100132,
"median": 0.07137,
"std": 0.082644,
"sem": 0.00304,
"count": 741,
"mean": 0.100156,
"median": 0.071628,
"std": 0.08259,
"sem": 0.003036,
"min": 0.005709,
"max": 0.481769,
"recall-0.025": 0.071631,
"recall-0.05": 0.234684,
"recall-0.1": 0.428841,
"recall-0.15": 0.551367,
"recall-0.25": 0.655042,
"recall-0.5": 0.697455,
"recall-0.15": 0.552309,
"recall-0.25": 0.655985,
"recall-0.5": 0.698398,
"num_labels": 1061
},
"elbow_right": {
"count": 744,
"mean": 0.081124,
"median": 0.056996,
"std": 0.075451,
"sem": 0.002768,
"count": 745,
"mean": 0.08108,
"median": 0.056961,
"std": 0.07541,
"sem": 0.002765,
"min": 0.003759,
"max": 0.498068,
"recall-0.025": 0.093308,
"recall-0.05": 0.310085,
"recall-0.1": 0.525919,
"recall-0.15": 0.617342,
"recall-0.25": 0.672008,
"recall-0.5": 0.701225,
"recall-0.05": 0.311027,
"recall-0.1": 0.526861,
"recall-0.15": 0.618285,
"recall-0.25": 0.67295,
"recall-0.5": 0.702168,
"num_labels": 1061
},
"wrist_left": {
"count": 746,
"mean": 0.124492,
"median": 0.087532,
"std": 0.102378,
"sem": 0.003751,
"count": 747,
"mean": 0.124449,
"median": 0.087555,
"std": 0.102316,
"sem": 0.003746,
"min": 0.004181,
"max": 0.497384,
"recall-0.025": 0.070688,
"recall-0.05": 0.190386,
"recall-0.1": 0.37606,
"recall-0.15": 0.479736,
"recall-0.25": 0.609802,
"recall-0.5": 0.70311,
"recall-0.1": 0.377003,
"recall-0.15": 0.480679,
"recall-0.25": 0.610745,
"recall-0.5": 0.704053,
"num_labels": 1061
},
"wrist_right": {
"count": 739,
"mean": 0.110218,
"median": 0.076683,
"std": 0.097189,
"sem": 0.003578,
"count": 740,
"mean": 0.110344,
"median": 0.076747,
"std": 0.097184,
"sem": 0.003575,
"min": 0.006423,
"max": 0.485199,
"recall-0.025": 0.073516,
"recall-0.05": 0.235627,
"recall-0.1": 0.430726,
"recall-0.15": 0.518379,
"recall-0.25": 0.621112,
"recall-0.5": 0.696513,
"recall-0.25": 0.622055,
"recall-0.5": 0.697455,
"num_labels": 1061
},
"hip_left": {
"count": 739,
"mean": 0.186663,
"median": 0.16686,
"std": 0.08462,
"sem": 0.003115,
"count": 740,
"mean": 0.186623,
"median": 0.166804,
"std": 0.08457,
"sem": 0.003111,
"min": 0.021758,
"max": 0.499358,
"recall-0.025": 0.000943,
"recall-0.05": 0.004713,
"recall-0.1": 0.069746,
"recall-0.15": 0.263902,
"recall-0.25": 0.574929,
"recall-0.5": 0.696513,
"recall-0.25": 0.575872,
"recall-0.5": 0.697455,
"num_labels": 1061
},
"hip_right": {
"count": 742,
"mean": 0.180059,
"median": 0.164071,
"std": 0.079758,
"sem": 0.00293,
"count": 743,
"mean": 0.180336,
"median": 0.164173,
"std": 0.080059,
"sem": 0.002939,
"min": 0.024563,
"max": 0.492847,
"recall-0.025": 0.000943,
@ -1002,7 +1002,7 @@ Results of the model in various experiments on different datasets.
"recall-0.1": 0.074458,
"recall-0.15": 0.28558,
"recall-0.25": 0.590952,
"recall-0.5": 0.69934,
"recall-0.5": 0.700283,
"num_labels": 1061
},
"knee_left": {},
@ -1011,18 +1011,18 @@ Results of the model in various experiments on different datasets.
"ankle_right": {},
"joint_recalls": {
"num_labels": 9549,
"recall-0.025": 0.07938,
"recall-0.05": 0.24673,
"recall-0.1": 0.41973,
"recall-0.15": 0.5254,
"recall-0.25": 0.64321,
"recall-0.5": 0.70175
"recall-0.025": 0.07959,
"recall-0.05": 0.24715,
"recall-0.1": 0.42015,
"recall-0.15": 0.52581,
"recall-0.25": 0.64447,
"recall-0.5": 0.70301
}
}
{
"total_parts": 10610,
"correct_parts": 5861,
"pcp": 0.552403
"correct_parts": 5868,
"pcp": 0.553063
}
```