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

Adding first results.

Browse Source
This commit is contained in:
Daniel
2024-12-02 13:46:17 +01:00
parent b44d4134d9
commit bf837fbca9
1 changed files with 150 additions and 150 deletions
Download Patch File Download Diff File Expand all files Collapse all files

300
media/RESULTS.md
View File

@ -6,9 +6,9 @@ Results of the model in various experiments on different datasets.
```json ```json
{ {
"avg_time_2d": 0.05260277602632167, "avg_time_2d": 0.027316828905525854,
"avg_time_3d": 0.0003263081534434173, "avg_time_3d": 0.0004260645074359441,
"avg_fps": 18.8932042845038 "avg_fps": 36.04526698476189
} }
{ {
"person_nums": { "person_nums": {
@ -27,117 +27,117 @@ Results of the model in various experiments on different datasets.
}, },
"mpjpe": { "mpjpe": {
"count": 600, "count": 600,
"mean": 0.067113, "mean": 0.067549,
"median": 0.059352, "median": 0.059367,
"std": 0.027739, "std": 0.027836,
"sem": 0.001133, "sem": 0.001137,
"min": 0.043176, "min": 0.044839,
"max": 0.190437, "max": 0.190705,
"recall-0.025": 0.0, "recall-0.025": 0.0,
"recall-0.05": 0.036667, "recall-0.05": 0.046667,
"recall-0.1": 0.935, "recall-0.1": 0.93,
"recall-0.15": 0.95, "recall-0.15": 0.95,
"recall-0.25": 1.0, "recall-0.25": 1.0,
"recall-0.5": 1.0, "recall-0.5": 1.0,
"num_labels": 600, "num_labels": 600,
"ap-0.025": 0.0, "ap-0.025": 0.0,
"ap-0.05": 0.002419, "ap-0.05": 0.004947,
"ap-0.1": 0.895969, "ap-0.1": 0.890901,
"ap-0.15": 0.916293, "ap-0.15": 0.915998,
"ap-0.25": 1.0, "ap-0.25": 1.0,
"ap-0.5": 1.0 "ap-0.5": 1.0
}, },
"nose": { "nose": {
"count": 600, "count": 600,
"mean": 0.117755, "mean": 0.116488,
"median": 0.101583, "median": 0.100674,
"std": 0.04303, "std": 0.042049,
"sem": 0.001758, "sem": 0.001718,
"min": 0.045229, "min": 0.037604,
"max": 0.270864, "max": 0.277341,
"recall-0.025": 0.0, "recall-0.025": 0.0,
"recall-0.05": 0.006667, "recall-0.05": 0.008333,
"recall-0.1": 0.485, "recall-0.1": 0.493333,
"recall-0.15": 0.803333, "recall-0.15": 0.82,
"recall-0.25": 0.995, "recall-0.25": 0.991667,
"recall-0.5": 1.0, "recall-0.5": 1.0,
"num_labels": 600 "num_labels": 600
}, },
"shoulder_left": { "shoulder_left": {
"count": 600, "count": 600,
"mean": 0.033354, "mean": 0.03369,
"median": 0.025457, "median": 0.025989,
"std": 0.032091, "std": 0.031823,
"sem": 0.001311, "sem": 0.0013,
"min": 0.003327, "min": 0.001966,
"max": 0.181867, "max": 0.182109,
"recall-0.025": 0.486667, "recall-0.025": 0.476667,
"recall-0.05": 0.871667, "recall-0.05": 0.866667,
"recall-0.1": 0.948333, "recall-0.1": 0.948333,
"recall-0.15": 0.965, "recall-0.15": 0.966667,
"recall-0.25": 1.0, "recall-0.25": 1.0,
"recall-0.5": 1.0, "recall-0.5": 1.0,
"num_labels": 600 "num_labels": 600
}, },
"shoulder_right": { "shoulder_right": {
"count": 600, "count": 600,
"mean": 0.048518, "mean": 0.048891,
"median": 0.033796, "median": 0.034053,
"std": 0.042293, "std": 0.042652,
"sem": 0.001728, "sem": 0.001743,
"min": 0.004099, "min": 0.004714,
"max": 0.247429, "max": 0.251305,
"recall-0.025": 0.23, "recall-0.025": 0.238333,
"recall-0.05": 0.751667, "recall-0.05": 0.756667,
"recall-0.1": 0.9, "recall-0.1": 0.901667,
"recall-0.15": 0.943333, "recall-0.15": 0.943333,
"recall-0.25": 1.0, "recall-0.25": 0.998333,
"recall-0.5": 1.0, "recall-0.5": 1.0,
"num_labels": 600 "num_labels": 600
}, },
"elbow_left": { "elbow_left": {
"count": 600, "count": 600,
"mean": 0.042901, "mean": 0.043307,
"median": 0.035019, "median": 0.034999,
"std": 0.034783, "std": 0.034727,
"sem": 0.001421, "sem": 0.001419,
"min": 0.002822, "min": 0.001548,
"max": 0.195221, "max": 0.196855,
"recall-0.025": 0.271667, "recall-0.025": 0.253333,
"recall-0.05": 0.811667, "recall-0.05": 0.808333,
"recall-0.1": 0.943333, "recall-0.1": 0.945,
"recall-0.15": 0.955, "recall-0.15": 0.953333,
"recall-0.25": 1.0, "recall-0.25": 1.0,
"recall-0.5": 1.0, "recall-0.5": 1.0,
"num_labels": 600 "num_labels": 600
}, },
"elbow_right": { "elbow_right": {
"count": 600, "count": 600,
"mean": 0.043838, "mean": 0.043417,
"median": 0.032965, "median": 0.032847,
"std": 0.035921, "std": 0.03524,
"sem": 0.001468, "sem": 0.00144,
"min": 0.006648, "min": 0.006341,
"max": 0.282707, "max": 0.220952,
"recall-0.025": 0.243333, "recall-0.025": 0.246667,
"recall-0.05": 0.803333, "recall-0.05": 0.813333,
"recall-0.1": 0.93, "recall-0.1": 0.93,
"recall-0.15": 0.945, "recall-0.15": 0.941667,
"recall-0.25": 0.998333, "recall-0.25": 1.0,
"recall-0.5": 1.0, "recall-0.5": 1.0,
"num_labels": 600 "num_labels": 600
}, },
"wrist_left": { "wrist_left": {
"count": 600, "count": 600,
"mean": 0.040735, "mean": 0.042168,
"median": 0.024289, "median": 0.026768,
"std": 0.042165, "std": 0.042016,
"sem": 0.001723, "sem": 0.001717,
"min": 0.001529, "min": 0.002021,
"max": 0.186262, "max": 0.200389,
"recall-0.025": 0.515, "recall-0.025": 0.473333,
"recall-0.05": 0.745, "recall-0.05": 0.733333,
"recall-0.1": 0.911667, "recall-0.1": 0.915,
"recall-0.15": 0.945, "recall-0.15": 0.945,
"recall-0.25": 1.0, "recall-0.25": 1.0,
"recall-0.5": 1.0, "recall-0.5": 1.0,
@ -145,130 +145,130 @@ Results of the model in various experiments on different datasets.
}, },
"wrist_right": { "wrist_right": {
"count": 600, "count": 600,
"mean": 0.043487, "mean": 0.044909,
"median": 0.025787, "median": 0.026831,
"std": 0.048637, "std": 0.055206,
"sem": 0.001987, "sem": 0.002256,
"min": 0.002077, "min": 0.003601,
"max": 0.425327, "max": 0.476436,
"recall-0.025": 0.476667, "recall-0.025": 0.453333,
"recall-0.05": 0.768333, "recall-0.05": 0.783333,
"recall-0.1": 0.89, "recall-0.1": 0.896667,
"recall-0.15": 0.915, "recall-0.15": 0.913333,
"recall-0.25": 0.998333, "recall-0.25": 0.993333,
"recall-0.5": 1.0, "recall-0.5": 1.0,
"num_labels": 600 "num_labels": 600
}, },
"hip_left": { "hip_left": {
"count": 600, "count": 600,
"mean": 0.089948, "mean": 0.090573,
"median": 0.087326, "median": 0.087143,
"std": 0.032876, "std": 0.032802,
"sem": 0.001343, "sem": 0.00134,
"min": 0.013928, "min": 0.019451,
"max": 0.236753, "max": 0.236078,
"recall-0.025": 0.005, "recall-0.025": 0.001667,
"recall-0.05": 0.04, "recall-0.05": 0.033333,
"recall-0.1": 0.823333, "recall-0.1": 0.798333,
"recall-0.15": 0.95, "recall-0.15": 0.946667,
"recall-0.25": 1.0, "recall-0.25": 1.0,
"recall-0.5": 1.0, "recall-0.5": 1.0,
"num_labels": 600 "num_labels": 600
}, },
"hip_right": { "hip_right": {
"count": 600, "count": 600,
"mean": 0.114678, "mean": 0.114861,
"median": 0.11506, "median": 0.115523,
"std": 0.026245, "std": 0.02614,
"sem": 0.001072, "sem": 0.001068,
"min": 0.046225, "min": 0.044367,
"max": 0.234061, "max": 0.234619,
"recall-0.025": 0.0, "recall-0.025": 0.0,
"recall-0.05": 0.001667, "recall-0.05": 0.003333,
"recall-0.1": 0.25, "recall-0.1": 0.228333,
"recall-0.15": 0.948333, "recall-0.15": 0.946667,
"recall-0.25": 1.0, "recall-0.25": 1.0,
"recall-0.5": 1.0, "recall-0.5": 1.0,
"num_labels": 600 "num_labels": 600
}, },
"knee_left": { "knee_left": {
"count": 600, "count": 600,
"mean": 0.06065, "mean": 0.061349,
"median": 0.045019, "median": 0.044913,
"std": 0.060798, "std": 0.061365,
"sem": 0.002484, "sem": 0.002507,
"min": 0.019487, "min": 0.019282,
"max": 0.420267, "max": 0.432248,
"recall-0.025": 0.046667, "recall-0.025": 0.046667,
"recall-0.05": 0.601667, "recall-0.05": 0.598333,
"recall-0.1": 0.918333, "recall-0.1": 0.913333,
"recall-0.15": 0.923333, "recall-0.15": 0.923333,
"recall-0.25": 0.98, "recall-0.25": 0.978333,
"recall-0.5": 1.0, "recall-0.5": 1.0,
"num_labels": 600 "num_labels": 600
}, },
"knee_right": { "knee_right": {
"count": 600, "count": 600,
"mean": 0.051123, "mean": 0.051142,
"median": 0.043066, "median": 0.042244,
"std": 0.035171, "std": 0.036288,
"sem": 0.001437, "sem": 0.001483,
"min": 0.017039, "min": 0.01554,
"max": 0.258443, "max": 0.258279,
"recall-0.025": 0.036667, "recall-0.025": 0.04,
"recall-0.05": 0.731667, "recall-0.05": 0.748333,
"recall-0.1": 0.943333, "recall-0.1": 0.941667,
"recall-0.15": 0.945, "recall-0.15": 0.945,
"recall-0.25": 0.998333, "recall-0.25": 0.996667,
"recall-0.5": 1.0, "recall-0.5": 1.0,
"num_labels": 600 "num_labels": 600
}, },
"ankle_left": { "ankle_left": {
"count": 598, "count": 599,
"mean": 0.098132, "mean": 0.098762,
"median": 0.086223, "median": 0.086486,
"std": 0.049848, "std": 0.050411,
"sem": 0.00204, "sem": 0.002061,
"min": 0.039526, "min": 0.036478,
"max": 0.495917, "max": 0.490644,
"recall-0.025": 0.0, "recall-0.025": 0.0,
"recall-0.05": 0.001667, "recall-0.05": 0.001667,
"recall-0.1": 0.841667, "recall-0.1": 0.831667,
"recall-0.15": 0.938333, "recall-0.15": 0.938333,
"recall-0.25": 0.98, "recall-0.25": 0.98,
"recall-0.5": 0.996667, "recall-0.5": 0.998333,
"num_labels": 600 "num_labels": 600
}, },
"ankle_right": { "ankle_right": {
"count": 600, "count": 598,
"mean": 0.08584, "mean": 0.085796,
"median": 0.068684, "median": 0.069833,
"std": 0.059413, "std": 0.056865,
"sem": 0.002428, "sem": 0.002327,
"min": 0.033422, "min": 0.02542,
"max": 0.462949, "max": 0.440686,
"recall-0.025": 0.0, "recall-0.025": 0.0,
"recall-0.05": 0.016667, "recall-0.05": 0.018333,
"recall-0.1": 0.883333, "recall-0.1": 0.878333,
"recall-0.15": 0.905, "recall-0.15": 0.906667,
"recall-0.25": 0.978333, "recall-0.25": 0.973333,
"recall-0.5": 1.0, "recall-0.5": 0.996667,
"num_labels": 600 "num_labels": 600
}, },
"joint_recalls": { "joint_recalls": {
"num_labels": 7800, "num_labels": 7800,
"recall-0.025": 0.17769, "recall-0.025": 0.17103,
"recall-0.05": 0.47295, "recall-0.05": 0.47359,
"recall-0.1": 0.81987, "recall-0.1": 0.81628,
"recall-0.15": 0.92872, "recall-0.15": 0.92923,
"recall-0.25": 0.99397, "recall-0.25": 0.99269,
"recall-0.5": 0.99974 "recall-0.5": 0.99949
} }
} }
{ {
"total_parts": 8400, "total_parts": 8400,
"correct_parts": 8084, "correct_parts": 8092,
"pcp": 0.962381 "pcp": 0.963333
} }
``` ```