Moved pose pre/post-processing into onnx graph.
This commit is contained in:
Daniel
304
media/RESULTS.md
304
media/RESULTS.md
@ -6,9 +6,9 @@ Results of the model in various experiments on different datasets.
|
||||
|
||||
```json
|
||||
{
|
||||
"avg_time_2d": 0.01254632634631658,
|
||||
"avg_time_3d": 0.00036295955463991325,
|
||||
"avg_fps": 77.4636186441503
|
||||
"avg_time_2d": 0.02244777841083074,
|
||||
"avg_time_3d": 0.0003828315411583852,
|
||||
"avg_fps": 43.800844659994496
|
||||
}
|
||||
{
|
||||
"person_nums": {
|
||||
@ -27,101 +27,101 @@ Results of the model in various experiments on different datasets.
|
||||
},
|
||||
"mpjpe": {
|
||||
"count": 600,
|
||||
"mean": 0.066275,
|
||||
"median": 0.058426,
|
||||
"std": 0.02768,
|
||||
"sem": 0.001131,
|
||||
"min": 0.040807,
|
||||
"max": 0.188876,
|
||||
"mean": 0.067837,
|
||||
"median": 0.059973,
|
||||
"std": 0.027729,
|
||||
"sem": 0.001133,
|
||||
"min": 0.044125,
|
||||
"max": 0.191545,
|
||||
"recall-0.025": 0.0,
|
||||
"recall-0.05": 0.083333,
|
||||
"recall-0.1": 0.938333,
|
||||
"recall-0.05": 0.035,
|
||||
"recall-0.1": 0.931667,
|
||||
"recall-0.15": 0.95,
|
||||
"recall-0.25": 1.0,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600,
|
||||
"ap-0.025": 0.0,
|
||||
"ap-0.05": 0.011533,
|
||||
"ap-0.1": 0.899113,
|
||||
"ap-0.15": 0.915362,
|
||||
"ap-0.05": 0.003097,
|
||||
"ap-0.1": 0.889734,
|
||||
"ap-0.15": 0.915055,
|
||||
"ap-0.25": 1.0,
|
||||
"ap-0.5": 1.0
|
||||
},
|
||||
"nose": {
|
||||
"count": 600,
|
||||
"mean": 0.115024,
|
||||
"median": 0.099737,
|
||||
"std": 0.041,
|
||||
"sem": 0.001675,
|
||||
"min": 0.02644,
|
||||
"max": 0.261025,
|
||||
"mean": 0.116272,
|
||||
"median": 0.09953,
|
||||
"std": 0.042967,
|
||||
"sem": 0.001756,
|
||||
"min": 0.033845,
|
||||
"max": 0.263303,
|
||||
"recall-0.025": 0.0,
|
||||
"recall-0.05": 0.008333,
|
||||
"recall-0.1": 0.501667,
|
||||
"recall-0.15": 0.808333,
|
||||
"recall-0.25": 0.998333,
|
||||
"recall-0.1": 0.503333,
|
||||
"recall-0.15": 0.815,
|
||||
"recall-0.25": 0.993333,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"shoulder_left": {
|
||||
"count": 600,
|
||||
"mean": 0.034317,
|
||||
"median": 0.026768,
|
||||
"std": 0.031799,
|
||||
"sem": 0.001299,
|
||||
"min": 0.001234,
|
||||
"max": 0.178357,
|
||||
"recall-0.025": 0.456667,
|
||||
"mean": 0.034881,
|
||||
"median": 0.027327,
|
||||
"std": 0.031594,
|
||||
"sem": 0.001291,
|
||||
"min": 0.002162,
|
||||
"max": 0.178271,
|
||||
"recall-0.025": 0.438333,
|
||||
"recall-0.05": 0.863333,
|
||||
"recall-0.1": 0.946667,
|
||||
"recall-0.15": 0.966667,
|
||||
"recall-0.15": 0.963333,
|
||||
"recall-0.25": 1.0,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"shoulder_right": {
|
||||
"count": 600,
|
||||
"mean": 0.047981,
|
||||
"median": 0.034263,
|
||||
"std": 0.039767,
|
||||
"sem": 0.001625,
|
||||
"min": 0.005363,
|
||||
"max": 0.24597,
|
||||
"recall-0.025": 0.226667,
|
||||
"recall-0.05": 0.743333,
|
||||
"recall-0.1": 0.916667,
|
||||
"recall-0.15": 0.948333,
|
||||
"mean": 0.050288,
|
||||
"median": 0.03555,
|
||||
"std": 0.042274,
|
||||
"sem": 0.001727,
|
||||
"min": 0.003983,
|
||||
"max": 0.238328,
|
||||
"recall-0.025": 0.176667,
|
||||
"recall-0.05": 0.748333,
|
||||
"recall-0.1": 0.9,
|
||||
"recall-0.15": 0.94,
|
||||
"recall-0.25": 1.0,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"elbow_left": {
|
||||
"count": 600,
|
||||
"mean": 0.043526,
|
||||
"median": 0.034276,
|
||||
"std": 0.034786,
|
||||
"sem": 0.001421,
|
||||
"min": 0.003312,
|
||||
"max": 0.198715,
|
||||
"recall-0.025": 0.24,
|
||||
"recall-0.05": 0.781667,
|
||||
"recall-0.1": 0.943333,
|
||||
"recall-0.15": 0.958333,
|
||||
"mean": 0.044326,
|
||||
"median": 0.035816,
|
||||
"std": 0.034654,
|
||||
"sem": 0.001416,
|
||||
"min": 0.001741,
|
||||
"max": 0.198882,
|
||||
"recall-0.025": 0.226667,
|
||||
"recall-0.05": 0.776667,
|
||||
"recall-0.1": 0.946667,
|
||||
"recall-0.15": 0.955,
|
||||
"recall-0.25": 1.0,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"elbow_right": {
|
||||
"count": 600,
|
||||
"mean": 0.04376,
|
||||
"median": 0.033219,
|
||||
"std": 0.037126,
|
||||
"sem": 0.001517,
|
||||
"min": 0.006159,
|
||||
"max": 0.314756,
|
||||
"recall-0.025": 0.245,
|
||||
"recall-0.05": 0.803333,
|
||||
"recall-0.1": 0.933333,
|
||||
"mean": 0.044545,
|
||||
"median": 0.033152,
|
||||
"std": 0.037755,
|
||||
"sem": 0.001543,
|
||||
"min": 0.008169,
|
||||
"max": 0.338555,
|
||||
"recall-0.025": 0.218333,
|
||||
"recall-0.05": 0.798333,
|
||||
"recall-0.1": 0.928333,
|
||||
"recall-0.15": 0.943333,
|
||||
"recall-0.25": 0.996667,
|
||||
"recall-0.5": 1.0,
|
||||
@ -129,146 +129,146 @@ Results of the model in various experiments on different datasets.
|
||||
},
|
||||
"wrist_left": {
|
||||
"count": 600,
|
||||
"mean": 0.044151,
|
||||
"median": 0.026578,
|
||||
"std": 0.047109,
|
||||
"sem": 0.001925,
|
||||
"min": 0.002328,
|
||||
"max": 0.288425,
|
||||
"recall-0.025": 0.478333,
|
||||
"recall-0.05": 0.736667,
|
||||
"recall-0.1": 0.883333,
|
||||
"recall-0.15": 0.918333,
|
||||
"recall-0.25": 0.998333,
|
||||
"mean": 0.044896,
|
||||
"median": 0.025929,
|
||||
"std": 0.048601,
|
||||
"sem": 0.001986,
|
||||
"min": 0.002701,
|
||||
"max": 0.326901,
|
||||
"recall-0.025": 0.476667,
|
||||
"recall-0.05": 0.735,
|
||||
"recall-0.1": 0.885,
|
||||
"recall-0.15": 0.913333,
|
||||
"recall-0.25": 0.996667,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"wrist_right": {
|
||||
"count": 600,
|
||||
"mean": 0.045218,
|
||||
"median": 0.026994,
|
||||
"std": 0.050213,
|
||||
"sem": 0.002052,
|
||||
"min": 0.002207,
|
||||
"max": 0.291549,
|
||||
"recall-0.025": 0.471667,
|
||||
"recall-0.05": 0.766667,
|
||||
"recall-0.1": 0.876667,
|
||||
"recall-0.15": 0.908333,
|
||||
"recall-0.25": 0.998333,
|
||||
"mean": 0.045586,
|
||||
"median": 0.027856,
|
||||
"std": 0.048323,
|
||||
"sem": 0.001974,
|
||||
"min": 0.001841,
|
||||
"max": 0.229728,
|
||||
"recall-0.025": 0.436667,
|
||||
"recall-0.05": 0.751667,
|
||||
"recall-0.1": 0.881667,
|
||||
"recall-0.15": 0.916667,
|
||||
"recall-0.25": 1.0,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"hip_left": {
|
||||
"count": 600,
|
||||
"mean": 0.085085,
|
||||
"median": 0.079726,
|
||||
"std": 0.032918,
|
||||
"sem": 0.001345,
|
||||
"min": 0.020039,
|
||||
"max": 0.232252,
|
||||
"recall-0.025": 0.006667,
|
||||
"recall-0.05": 0.055,
|
||||
"recall-0.1": 0.853333,
|
||||
"recall-0.15": 0.95,
|
||||
"mean": 0.087757,
|
||||
"median": 0.083491,
|
||||
"std": 0.032627,
|
||||
"sem": 0.001333,
|
||||
"min": 0.004177,
|
||||
"max": 0.235198,
|
||||
"recall-0.025": 0.008333,
|
||||
"recall-0.05": 0.031667,
|
||||
"recall-0.1": 0.851667,
|
||||
"recall-0.15": 0.953333,
|
||||
"recall-0.25": 1.0,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"hip_right": {
|
||||
"count": 600,
|
||||
"mean": 0.108514,
|
||||
"median": 0.106487,
|
||||
"std": 0.025557,
|
||||
"sem": 0.001044,
|
||||
"min": 0.043182,
|
||||
"max": 0.228959,
|
||||
"mean": 0.112758,
|
||||
"median": 0.11174,
|
||||
"std": 0.025369,
|
||||
"sem": 0.001037,
|
||||
"min": 0.057593,
|
||||
"max": 0.231402,
|
||||
"recall-0.025": 0.0,
|
||||
"recall-0.05": 0.003333,
|
||||
"recall-0.1": 0.358333,
|
||||
"recall-0.15": 0.948333,
|
||||
"recall-0.05": 0.0,
|
||||
"recall-0.1": 0.251667,
|
||||
"recall-0.15": 0.945,
|
||||
"recall-0.25": 1.0,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"knee_left": {
|
||||
"count": 600,
|
||||
"mean": 0.063226,
|
||||
"median": 0.046357,
|
||||
"std": 0.059854,
|
||||
"sem": 0.002446,
|
||||
"min": 0.016702,
|
||||
"max": 0.474089,
|
||||
"recall-0.025": 0.035,
|
||||
"recall-0.05": 0.563333,
|
||||
"recall-0.1": 0.881667,
|
||||
"count": 599,
|
||||
"mean": 0.063316,
|
||||
"median": 0.047979,
|
||||
"std": 0.058253,
|
||||
"sem": 0.002382,
|
||||
"min": 0.019525,
|
||||
"max": 0.476803,
|
||||
"recall-0.025": 0.033333,
|
||||
"recall-0.05": 0.546667,
|
||||
"recall-0.1": 0.89,
|
||||
"recall-0.15": 0.925,
|
||||
"recall-0.25": 0.98,
|
||||
"recall-0.5": 1.0,
|
||||
"recall-0.25": 0.978333,
|
||||
"recall-0.5": 0.998333,
|
||||
"num_labels": 600
|
||||
},
|
||||
"knee_right": {
|
||||
"count": 600,
|
||||
"mean": 0.050723,
|
||||
"median": 0.041264,
|
||||
"std": 0.036826,
|
||||
"sem": 0.001505,
|
||||
"min": 0.013747,
|
||||
"max": 0.274,
|
||||
"recall-0.025": 0.043333,
|
||||
"recall-0.05": 0.745,
|
||||
"recall-0.1": 0.945,
|
||||
"mean": 0.050955,
|
||||
"median": 0.041526,
|
||||
"std": 0.037031,
|
||||
"sem": 0.001513,
|
||||
"min": 0.005291,
|
||||
"max": 0.27011,
|
||||
"recall-0.025": 0.035,
|
||||
"recall-0.05": 0.746667,
|
||||
"recall-0.1": 0.943333,
|
||||
"recall-0.15": 0.945,
|
||||
"recall-0.25": 0.996667,
|
||||
"recall-0.25": 0.998333,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"ankle_left": {
|
||||
"count": 600,
|
||||
"mean": 0.097084,
|
||||
"median": 0.085682,
|
||||
"std": 0.046353,
|
||||
"sem": 0.001894,
|
||||
"min": 0.045955,
|
||||
"max": 0.492226,
|
||||
"count": 598,
|
||||
"mean": 0.097897,
|
||||
"median": 0.086817,
|
||||
"std": 0.048343,
|
||||
"sem": 0.001979,
|
||||
"min": 0.048922,
|
||||
"max": 0.493127,
|
||||
"recall-0.025": 0.0,
|
||||
"recall-0.05": 0.001667,
|
||||
"recall-0.1": 0.833333,
|
||||
"recall-0.05": 0.003333,
|
||||
"recall-0.1": 0.83,
|
||||
"recall-0.15": 0.933333,
|
||||
"recall-0.25": 0.985,
|
||||
"recall-0.5": 1.0,
|
||||
"recall-0.25": 0.98,
|
||||
"recall-0.5": 0.996667,
|
||||
"num_labels": 600
|
||||
},
|
||||
"ankle_right": {
|
||||
"count": 599,
|
||||
"mean": 0.082224,
|
||||
"median": 0.068812,
|
||||
"std": 0.047465,
|
||||
"sem": 0.001941,
|
||||
"min": 0.029154,
|
||||
"max": 0.404964,
|
||||
"mean": 0.084814,
|
||||
"median": 0.07029,
|
||||
"std": 0.053839,
|
||||
"sem": 0.002202,
|
||||
"min": 0.025955,
|
||||
"max": 0.384465,
|
||||
"recall-0.025": 0.0,
|
||||
"recall-0.05": 0.026667,
|
||||
"recall-0.1": 0.888333,
|
||||
"recall-0.15": 0.91,
|
||||
"recall-0.25": 0.985,
|
||||
"recall-0.05": 0.02,
|
||||
"recall-0.1": 0.886667,
|
||||
"recall-0.15": 0.908333,
|
||||
"recall-0.25": 0.973333,
|
||||
"recall-0.5": 0.998333,
|
||||
"num_labels": 600
|
||||
},
|
||||
"joint_recalls": {
|
||||
"num_labels": 7800,
|
||||
"recall-0.025": 0.16923,
|
||||
"recall-0.05": 0.46833,
|
||||
"recall-0.1": 0.82692,
|
||||
"recall-0.15": 0.92692,
|
||||
"recall-0.25": 0.99487,
|
||||
"recall-0.5": 0.99974
|
||||
"recall-0.025": 0.15718,
|
||||
"recall-0.05": 0.46321,
|
||||
"recall-0.1": 0.81846,
|
||||
"recall-0.15": 0.92654,
|
||||
"recall-0.25": 0.99308,
|
||||
"recall-0.5": 0.99923
|
||||
}
|
||||
}
|
||||
{
|
||||
"total_parts": 8400,
|
||||
"correct_parts": 8097,
|
||||
"pcp": 0.963929
|
||||
"correct_parts": 8077,
|
||||
"pcp": 0.961548
|
||||
}
|
||||
```
|
||||
|
||||
|
||||
Reference in New Issue
Block a user