Moved image cropping out of the graph again.
This commit is contained in:
324
media/RESULTS.md
324
media/RESULTS.md
@ -6,269 +6,269 @@ Results of the model in various experiments on different datasets.
|
||||
|
||||
```json
|
||||
{
|
||||
"avg_time_2d": 0.01303539154893261,
|
||||
"avg_time_3d": 0.00036579309883764233,
|
||||
"avg_fps": 74.62026875112002
|
||||
"avg_time_2d": 0.01109659348504018,
|
||||
"avg_time_3d": 0.00034234281313621394,
|
||||
"avg_fps": 87.4207158719313
|
||||
}
|
||||
{
|
||||
"person_nums": {
|
||||
"total_frames": 600,
|
||||
"total_labels": 600,
|
||||
"total_preds": 600,
|
||||
"total_preds": 601,
|
||||
"considered_empty": 0,
|
||||
"valid_preds": 600,
|
||||
"invalid_preds": 0,
|
||||
"invalid_preds": 1,
|
||||
"missing": 0,
|
||||
"invalid_fraction": 0.0,
|
||||
"precision": 1.0,
|
||||
"invalid_fraction": 0.00166,
|
||||
"precision": 0.99834,
|
||||
"recall": 1.0,
|
||||
"f1": 1.0,
|
||||
"non_empty": 600
|
||||
"f1": 0.99917,
|
||||
"non_empty": 601
|
||||
},
|
||||
"mpjpe": {
|
||||
"count": 600,
|
||||
"mean": 0.06664,
|
||||
"median": 0.05883,
|
||||
"std": 0.027642,
|
||||
"sem": 0.001129,
|
||||
"min": 0.037832,
|
||||
"max": 0.189745,
|
||||
"mean": 0.06621,
|
||||
"median": 0.058297,
|
||||
"std": 0.027913,
|
||||
"sem": 0.00114,
|
||||
"min": 0.04047,
|
||||
"max": 0.189061,
|
||||
"recall-0.025": 0.0,
|
||||
"recall-0.05": 0.1,
|
||||
"recall-0.05": 0.098333,
|
||||
"recall-0.1": 0.941667,
|
||||
"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": 0.018725,
|
||||
"ap-0.1": 0.902023,
|
||||
"ap-0.15": 0.914628,
|
||||
"ap-0.05": 0.018429,
|
||||
"ap-0.1": 0.901756,
|
||||
"ap-0.15": 0.913878,
|
||||
"ap-0.25": 1.0,
|
||||
"ap-0.5": 1.0
|
||||
},
|
||||
"nose": {
|
||||
"count": 600,
|
||||
"mean": 0.114935,
|
||||
"median": 0.099561,
|
||||
"std": 0.042845,
|
||||
"sem": 0.001751,
|
||||
"min": 0.029831,
|
||||
"max": 0.268342,
|
||||
"mean": 0.113174,
|
||||
"median": 0.098547,
|
||||
"std": 0.041425,
|
||||
"sem": 0.001693,
|
||||
"min": 0.029421,
|
||||
"max": 0.27266,
|
||||
"recall-0.025": 0.0,
|
||||
"recall-0.05": 0.015,
|
||||
"recall-0.1": 0.506667,
|
||||
"recall-0.15": 0.803333,
|
||||
"recall-0.25": 0.995,
|
||||
"recall-0.05": 0.01,
|
||||
"recall-0.1": 0.515,
|
||||
"recall-0.15": 0.81,
|
||||
"recall-0.25": 0.991667,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"shoulder_left": {
|
||||
"count": 600,
|
||||
"mean": 0.036888,
|
||||
"median": 0.028719,
|
||||
"std": 0.031747,
|
||||
"sem": 0.001297,
|
||||
"min": 0.004721,
|
||||
"max": 0.182985,
|
||||
"recall-0.025": 0.401667,
|
||||
"recall-0.05": 0.833333,
|
||||
"recall-0.1": 0.948333,
|
||||
"recall-0.15": 0.963333,
|
||||
"mean": 0.034727,
|
||||
"median": 0.026049,
|
||||
"std": 0.031822,
|
||||
"sem": 0.0013,
|
||||
"min": 0.002176,
|
||||
"max": 0.183422,
|
||||
"recall-0.025": 0.471667,
|
||||
"recall-0.05": 0.855,
|
||||
"recall-0.1": 0.95,
|
||||
"recall-0.15": 0.965,
|
||||
"recall-0.25": 1.0,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"shoulder_right": {
|
||||
"count": 600,
|
||||
"mean": 0.050032,
|
||||
"median": 0.036552,
|
||||
"std": 0.040712,
|
||||
"sem": 0.001663,
|
||||
"min": 0.006749,
|
||||
"max": 0.239156,
|
||||
"recall-0.025": 0.201667,
|
||||
"recall-0.05": 0.708333,
|
||||
"recall-0.1": 0.915,
|
||||
"recall-0.15": 0.945,
|
||||
"mean": 0.04794,
|
||||
"median": 0.034508,
|
||||
"std": 0.039316,
|
||||
"sem": 0.001606,
|
||||
"min": 0.004604,
|
||||
"max": 0.218143,
|
||||
"recall-0.025": 0.211667,
|
||||
"recall-0.05": 0.76,
|
||||
"recall-0.1": 0.918333,
|
||||
"recall-0.15": 0.946667,
|
||||
"recall-0.25": 1.0,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"elbow_left": {
|
||||
"count": 600,
|
||||
"mean": 0.045586,
|
||||
"median": 0.037313,
|
||||
"std": 0.034633,
|
||||
"sem": 0.001415,
|
||||
"min": 0.003768,
|
||||
"max": 0.200457,
|
||||
"recall-0.025": 0.216667,
|
||||
"recall-0.05": 0.746667,
|
||||
"recall-0.1": 0.946667,
|
||||
"recall-0.15": 0.955,
|
||||
"mean": 0.044638,
|
||||
"median": 0.036326,
|
||||
"std": 0.034761,
|
||||
"sem": 0.00142,
|
||||
"min": 0.003696,
|
||||
"max": 0.196813,
|
||||
"recall-0.025": 0.226667,
|
||||
"recall-0.05": 0.778333,
|
||||
"recall-0.1": 0.941667,
|
||||
"recall-0.15": 0.953333,
|
||||
"recall-0.25": 1.0,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"elbow_right": {
|
||||
"count": 600,
|
||||
"mean": 0.04539,
|
||||
"median": 0.035591,
|
||||
"std": 0.036356,
|
||||
"sem": 0.001485,
|
||||
"min": 0.007803,
|
||||
"max": 0.281955,
|
||||
"recall-0.025": 0.245,
|
||||
"recall-0.05": 0.773333,
|
||||
"recall-0.1": 0.923333,
|
||||
"recall-0.15": 0.941667,
|
||||
"mean": 0.044037,
|
||||
"median": 0.033739,
|
||||
"std": 0.036263,
|
||||
"sem": 0.001482,
|
||||
"min": 0.007995,
|
||||
"max": 0.351118,
|
||||
"recall-0.025": 0.251667,
|
||||
"recall-0.05": 0.788333,
|
||||
"recall-0.1": 0.931667,
|
||||
"recall-0.15": 0.945,
|
||||
"recall-0.25": 0.998333,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"wrist_left": {
|
||||
"count": 600,
|
||||
"mean": 0.046389,
|
||||
"median": 0.029742,
|
||||
"std": 0.04752,
|
||||
"sem": 0.001942,
|
||||
"min": 0.00236,
|
||||
"max": 0.287479,
|
||||
"recall-0.025": 0.426667,
|
||||
"recall-0.05": 0.728333,
|
||||
"recall-0.1": 0.888333,
|
||||
"recall-0.15": 0.91,
|
||||
"recall-0.25": 0.996667,
|
||||
"mean": 0.043333,
|
||||
"median": 0.027284,
|
||||
"std": 0.044655,
|
||||
"sem": 0.001825,
|
||||
"min": 0.002741,
|
||||
"max": 0.185438,
|
||||
"recall-0.025": 0.458333,
|
||||
"recall-0.05": 0.745,
|
||||
"recall-0.1": 0.891667,
|
||||
"recall-0.15": 0.923333,
|
||||
"recall-0.25": 1.0,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"wrist_right": {
|
||||
"count": 600,
|
||||
"mean": 0.046403,
|
||||
"median": 0.028916,
|
||||
"std": 0.046566,
|
||||
"sem": 0.001903,
|
||||
"min": 0.002735,
|
||||
"max": 0.236808,
|
||||
"recall-0.025": 0.428333,
|
||||
"recall-0.05": 0.731667,
|
||||
"recall-0.1": 0.87,
|
||||
"recall-0.15": 0.926667,
|
||||
"recall-0.25": 1.0,
|
||||
"mean": 0.047488,
|
||||
"median": 0.027367,
|
||||
"std": 0.053442,
|
||||
"sem": 0.002184,
|
||||
"min": 0.001357,
|
||||
"max": 0.465438,
|
||||
"recall-0.025": 0.446667,
|
||||
"recall-0.05": 0.738333,
|
||||
"recall-0.1": 0.868333,
|
||||
"recall-0.15": 0.898333,
|
||||
"recall-0.25": 0.998333,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"hip_left": {
|
||||
"count": 600,
|
||||
"mean": 0.079732,
|
||||
"median": 0.072175,
|
||||
"std": 0.034532,
|
||||
"sem": 0.001411,
|
||||
"min": 0.013963,
|
||||
"max": 0.24229,
|
||||
"recall-0.025": 0.013333,
|
||||
"recall-0.05": 0.081667,
|
||||
"recall-0.1": 0.875,
|
||||
"recall-0.15": 0.945,
|
||||
"mean": 0.084262,
|
||||
"median": 0.078071,
|
||||
"std": 0.032944,
|
||||
"sem": 0.001346,
|
||||
"min": 0.022541,
|
||||
"max": 0.239428,
|
||||
"recall-0.025": 0.003333,
|
||||
"recall-0.05": 0.055,
|
||||
"recall-0.1": 0.851667,
|
||||
"recall-0.15": 0.951667,
|
||||
"recall-0.25": 1.0,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"hip_right": {
|
||||
"count": 600,
|
||||
"mean": 0.101424,
|
||||
"median": 0.099206,
|
||||
"std": 0.02636,
|
||||
"sem": 0.001077,
|
||||
"min": 0.032964,
|
||||
"max": 0.226018,
|
||||
"mean": 0.106676,
|
||||
"median": 0.103778,
|
||||
"std": 0.025796,
|
||||
"sem": 0.001054,
|
||||
"min": 0.042573,
|
||||
"max": 0.242475,
|
||||
"recall-0.025": 0.0,
|
||||
"recall-0.05": 0.008333,
|
||||
"recall-0.1": 0.52,
|
||||
"recall-0.15": 0.946667,
|
||||
"recall-0.05": 0.003333,
|
||||
"recall-0.1": 0.421667,
|
||||
"recall-0.15": 0.948333,
|
||||
"recall-0.25": 1.0,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"knee_left": {
|
||||
"count": 600,
|
||||
"mean": 0.06299,
|
||||
"median": 0.047078,
|
||||
"std": 0.055676,
|
||||
"sem": 0.002275,
|
||||
"min": 0.013748,
|
||||
"max": 0.412425,
|
||||
"recall-0.025": 0.03,
|
||||
"recall-0.05": 0.548333,
|
||||
"recall-0.1": 0.89,
|
||||
"recall-0.15": 0.926667,
|
||||
"recall-0.25": 0.983333,
|
||||
"recall-0.5": 1.0,
|
||||
"count": 598,
|
||||
"mean": 0.062386,
|
||||
"median": 0.046647,
|
||||
"std": 0.055624,
|
||||
"sem": 0.002277,
|
||||
"min": 0.012414,
|
||||
"max": 0.399633,
|
||||
"recall-0.025": 0.045,
|
||||
"recall-0.05": 0.555,
|
||||
"recall-0.1": 0.885,
|
||||
"recall-0.15": 0.925,
|
||||
"recall-0.25": 0.978333,
|
||||
"recall-0.5": 0.996667,
|
||||
"num_labels": 600
|
||||
},
|
||||
"knee_right": {
|
||||
"count": 600,
|
||||
"mean": 0.053303,
|
||||
"median": 0.039785,
|
||||
"std": 0.048089,
|
||||
"sem": 0.001965,
|
||||
"min": 0.009094,
|
||||
"max": 0.470447,
|
||||
"recall-0.025": 0.06,
|
||||
"recall-0.05": 0.736667,
|
||||
"recall-0.1": 0.923333,
|
||||
"recall-0.15": 0.926667,
|
||||
"recall-0.25": 0.988333,
|
||||
"mean": 0.050939,
|
||||
"median": 0.041387,
|
||||
"std": 0.037661,
|
||||
"sem": 0.001539,
|
||||
"min": 0.006788,
|
||||
"max": 0.268559,
|
||||
"recall-0.025": 0.045,
|
||||
"recall-0.05": 0.73,
|
||||
"recall-0.1": 0.941667,
|
||||
"recall-0.15": 0.943333,
|
||||
"recall-0.25": 0.996667,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"ankle_left": {
|
||||
"count": 600,
|
||||
"mean": 0.097848,
|
||||
"median": 0.087393,
|
||||
"std": 0.039465,
|
||||
"sem": 0.001613,
|
||||
"min": 0.049149,
|
||||
"max": 0.49791,
|
||||
"mean": 0.096519,
|
||||
"median": 0.085325,
|
||||
"std": 0.043518,
|
||||
"sem": 0.001778,
|
||||
"min": 0.049769,
|
||||
"max": 0.494823,
|
||||
"recall-0.025": 0.0,
|
||||
"recall-0.05": 0.005,
|
||||
"recall-0.1": 0.805,
|
||||
"recall-0.15": 0.923333,
|
||||
"recall-0.25": 0.99,
|
||||
"recall-0.05": 0.001667,
|
||||
"recall-0.1": 0.828333,
|
||||
"recall-0.15": 0.935,
|
||||
"recall-0.25": 0.988333,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"ankle_right": {
|
||||
"count": 600,
|
||||
"mean": 0.085394,
|
||||
"median": 0.070638,
|
||||
"std": 0.050932,
|
||||
"sem": 0.002081,
|
||||
"min": 0.027674,
|
||||
"max": 0.441898,
|
||||
"mean": 0.082453,
|
||||
"median": 0.068627,
|
||||
"std": 0.050525,
|
||||
"sem": 0.002064,
|
||||
"min": 0.026098,
|
||||
"max": 0.482397,
|
||||
"recall-0.025": 0.0,
|
||||
"recall-0.05": 0.023333,
|
||||
"recall-0.1": 0.876667,
|
||||
"recall-0.15": 0.9,
|
||||
"recall-0.25": 0.983333,
|
||||
"recall-0.05": 0.035,
|
||||
"recall-0.1": 0.896667,
|
||||
"recall-0.15": 0.915,
|
||||
"recall-0.25": 0.981667,
|
||||
"recall-0.5": 1.0,
|
||||
"num_labels": 600
|
||||
},
|
||||
"joint_recalls": {
|
||||
"num_labels": 7800,
|
||||
"recall-0.025": 0.15538,
|
||||
"recall-0.05": 0.45603,
|
||||
"recall-0.1": 0.83705,
|
||||
"recall-0.15": 0.92372,
|
||||
"recall-0.25": 0.99449,
|
||||
"recall-0.5": 1.0
|
||||
"recall-0.025": 0.1659,
|
||||
"recall-0.05": 0.46526,
|
||||
"recall-0.1": 0.83359,
|
||||
"recall-0.15": 0.92705,
|
||||
"recall-0.25": 0.99436,
|
||||
"recall-0.5": 0.99974
|
||||
}
|
||||
}
|
||||
{
|
||||
"total_parts": 8400,
|
||||
"correct_parts": 8090,
|
||||
"pcp": 0.963095
|
||||
"correct_parts": 8113,
|
||||
"pcp": 0.965833
|
||||
}
|
||||
```
|
||||
|
||||
|
||||
Reference in New Issue
Block a user