8013 lines
171 KiB
Markdown
8013 lines
171 KiB
Markdown
# Evaluation Results
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Results of the model in various experiments on different datasets. \
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(Note that building the _trt-engines_ is not deterministic, which can lead to slightly varying results)
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### Human36m
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```json
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{
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"img_loading": 0.0209625,
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"demosaicing": 0.000622594,
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"avg_time_2d": 0.00825327,
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"avg_time_3d": 3.69146e-05,
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"time_tracks": 4.75515e-07,
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"fps": 112.192
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}
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{
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"triangulator_calls": 600,
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"init_time": 2.68551e-06,
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"undistort_time": 3.71778e-06,
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"project_time": 6.96477e-07,
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"match_time": 1.27031e-06,
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"pairs_time": 2.0875e-07,
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"pair_scoring_time": 6.06621e-06,
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"grouping_time": 1.3693e-06,
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"full_time": 7.96046e-06,
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"merge_time": 3.21646e-06,
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"post_time": 4.74177e-06,
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"convert_time": 6.763e-08,
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"total_time": 3.22448e-05
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}
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{
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"person_nums": {
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"total_frames": 600,
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"total_labels": 600,
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"total_preds": 600,
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"considered_empty": 0,
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"valid_preds": 600,
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"invalid_preds": 0,
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"missing": 0,
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"invalid_fraction": 0.0,
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"precision": 1.0,
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"recall": 1.0,
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"f1": 1.0,
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"non_empty": 600
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},
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"mpjpe": {
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"count": 600,
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"mean": 0.060535,
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"median": 0.053044,
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"std": 0.028266,
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"sem": 0.001155,
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"min": 0.036391,
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"max": 0.191685,
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"recall-0.025": 0.0,
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"recall-0.05": 0.335,
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"recall-0.1": 0.945,
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"recall-0.15": 0.95,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 600,
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"ap-0.025": 0.0,
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"ap-0.05": 0.189774,
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"ap-0.1": 0.906441,
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"ap-0.15": 0.914804,
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"ap-0.25": 1.0,
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"ap-0.5": 1.0
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},
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"nose": {
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"count": 600,
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"mean": 0.106551,
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"median": 0.095236,
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"std": 0.039752,
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"sem": 0.001624,
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"min": 0.014823,
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"max": 0.277586,
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"recall-0.025": 0.003333,
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"recall-0.05": 0.021667,
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"recall-0.1": 0.585,
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"recall-0.15": 0.855,
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"recall-0.25": 0.988333,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"shoulder_left": {
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"count": 600,
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"mean": 0.038602,
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"median": 0.027579,
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"std": 0.034741,
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"sem": 0.001419,
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"min": 0.001432,
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"max": 0.172853,
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"recall-0.025": 0.418333,
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"recall-0.05": 0.811667,
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"recall-0.1": 0.931667,
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"recall-0.15": 0.965,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"shoulder_right": {
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"count": 600,
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"mean": 0.045855,
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"median": 0.034435,
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"std": 0.039731,
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"sem": 0.001623,
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"min": 0.006883,
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"max": 0.240549,
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"recall-0.025": 0.298333,
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"recall-0.05": 0.775,
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"recall-0.1": 0.908333,
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"recall-0.15": 0.945,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"elbow_left": {
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"count": 600,
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"mean": 0.045211,
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"median": 0.033767,
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"std": 0.037653,
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"sem": 0.001538,
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"min": 0.004845,
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"max": 0.194312,
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"recall-0.025": 0.26,
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"recall-0.05": 0.781667,
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"recall-0.1": 0.923333,
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"recall-0.15": 0.951667,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"elbow_right": {
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"count": 600,
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"mean": 0.044041,
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"median": 0.032214,
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"std": 0.038365,
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"sem": 0.001568,
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"min": 0.004559,
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"max": 0.407069,
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"recall-0.025": 0.27,
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"recall-0.05": 0.795,
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"recall-0.1": 0.928333,
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"recall-0.15": 0.941667,
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"recall-0.25": 0.998333,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"wrist_left": {
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"count": 600,
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"mean": 0.03981,
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"median": 0.022309,
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"std": 0.044042,
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"sem": 0.0018,
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"min": 0.003241,
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"max": 0.252773,
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"recall-0.025": 0.548333,
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"recall-0.05": 0.761667,
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"recall-0.1": 0.911667,
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"recall-0.15": 0.928333,
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"recall-0.25": 0.998333,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"wrist_right": {
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"count": 598,
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"mean": 0.04073,
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"median": 0.025187,
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"std": 0.044602,
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"sem": 0.001825,
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"min": 0.003514,
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"max": 0.308979,
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"recall-0.025": 0.491667,
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"recall-0.05": 0.791667,
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"recall-0.1": 0.913333,
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"recall-0.15": 0.925,
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"recall-0.25": 0.993333,
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"recall-0.5": 0.996667,
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"num_labels": 600
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},
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"hip_left": {
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"count": 600,
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"mean": 0.070231,
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"median": 0.058914,
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"std": 0.035311,
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"sem": 0.001443,
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"min": 0.02269,
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"max": 0.216665,
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"recall-0.025": 0.001667,
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"recall-0.05": 0.22,
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"recall-0.1": 0.875,
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"recall-0.15": 0.946667,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"hip_right": {
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"count": 600,
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"mean": 0.086387,
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"median": 0.083718,
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"std": 0.02924,
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"sem": 0.001195,
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"min": 0.010679,
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"max": 0.219502,
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"recall-0.025": 0.011667,
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"recall-0.05": 0.058333,
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"recall-0.1": 0.865,
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"recall-0.15": 0.948333,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"knee_left": {
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"count": 598,
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"mean": 0.052822,
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"median": 0.04235,
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"std": 0.046029,
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"sem": 0.001884,
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"min": 0.01399,
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"max": 0.493631,
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"recall-0.025": 0.058333,
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"recall-0.05": 0.701667,
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"recall-0.1": 0.926667,
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"recall-0.15": 0.941667,
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"recall-0.25": 0.991667,
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"recall-0.5": 0.996667,
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"num_labels": 600
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},
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"knee_right": {
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"count": 600,
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"mean": 0.045515,
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"median": 0.034198,
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"std": 0.037407,
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"sem": 0.001528,
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"min": 0.009795,
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"max": 0.29659,
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"recall-0.025": 0.095,
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"recall-0.05": 0.813333,
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"recall-0.1": 0.928333,
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"recall-0.15": 0.948333,
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"recall-0.25": 0.998333,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"ankle_left": {
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"count": 598,
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"mean": 0.089465,
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"median": 0.08257,
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"std": 0.031872,
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"sem": 0.001304,
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"min": 0.049959,
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"max": 0.353694,
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"recall-0.025": 0.0,
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"recall-0.05": 0.001667,
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"recall-0.1": 0.871667,
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"recall-0.15": 0.94,
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"recall-0.25": 0.991667,
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"recall-0.5": 0.996667,
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"num_labels": 600
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},
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"ankle_right": {
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"count": 600,
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"mean": 0.077006,
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"median": 0.066672,
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"std": 0.037945,
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"sem": 0.00155,
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"min": 0.035939,
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"max": 0.277096,
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"recall-0.025": 0.0,
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"recall-0.05": 0.031667,
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"recall-0.1": 0.908333,
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"recall-0.15": 0.931667,
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"recall-0.25": 0.993333,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"joint_recalls": {
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"num_labels": 7800,
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"recall-0.025": 0.18833,
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"recall-0.05": 0.50474,
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"recall-0.1": 0.88205,
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"recall-0.15": 0.93564,
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"recall-0.25": 0.99564,
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"recall-0.5": 0.99923
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}
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}
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{
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"total_parts": 8400,
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"correct_parts": 8133,
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"pcp": 0.968214
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}
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```
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### Shelf
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```json
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{
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"img_loading": 0.0410789,
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"demosaicing": 0.000730512,
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"avg_time_2d": 0.0147695,
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"avg_time_3d": 0.000120724,
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"time_tracks": 9.84223e-07,
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"fps": 64.0135
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}
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{
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"triangulator_calls": 301,
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"init_time": 3.06285e-06,
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"undistort_time": 1.40894e-05,
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"project_time": 2.08899e-06,
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"match_time": 8.13459e-06,
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"pairs_time": 4.04345e-06,
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"pair_scoring_time": 2.6331e-05,
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"grouping_time": 6.48039e-06,
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"full_time": 2.68403e-05,
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"merge_time": 1.17703e-05,
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"post_time": 7.74161e-06,
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"convert_time": 1.379e-07,
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"total_time": 0.000110955
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}
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{
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"person_nums": {
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"total_frames": 301,
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"total_labels": 477,
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"total_preds": 839,
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"considered_empty": 0,
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"valid_preds": 477,
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"invalid_preds": 362,
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"missing": 0,
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"invalid_fraction": 0.43147,
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"precision": 0.56853,
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"recall": 1.0,
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"f1": 0.72492,
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"non_empty": 839
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},
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"mpjpe": {
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"count": 477,
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"mean": 0.047475,
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"median": 0.042505,
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"std": 0.01481,
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"sem": 0.000679,
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"min": 0.028778,
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"max": 0.107262,
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"recall-0.025": 0.0,
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"recall-0.05": 0.725367,
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"recall-0.1": 0.985325,
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"recall-0.15": 1.0,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477,
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"ap-0.025": 0.0,
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"ap-0.05": 0.459533,
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"ap-0.1": 0.75171,
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"ap-0.15": 0.762056,
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"ap-0.25": 0.762056,
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"ap-0.5": 0.762056
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},
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"head": {
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"count": 477,
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"mean": 0.052991,
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"median": 0.048986,
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"std": 0.025142,
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"sem": 0.001152,
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"min": 0.006559,
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"max": 0.183673,
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"recall-0.025": 0.106918,
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"recall-0.05": 0.522013,
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"recall-0.1": 0.937107,
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"recall-0.15": 0.993711,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
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"shoulder_left": {
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"count": 477,
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"mean": 0.041955,
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"median": 0.037041,
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"std": 0.020741,
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"sem": 0.000951,
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"min": 0.004368,
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"max": 0.132918,
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"recall-0.025": 0.174004,
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"recall-0.05": 0.754717,
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"recall-0.1": 0.985325,
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"recall-0.15": 1.0,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
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"shoulder_right": {
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"count": 477,
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"mean": 0.049593,
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"median": 0.046469,
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"std": 0.022897,
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"sem": 0.001049,
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"min": 0.005334,
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"max": 0.148157,
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"recall-0.025": 0.100629,
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"recall-0.05": 0.561845,
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"recall-0.1": 0.955975,
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"recall-0.15": 1.0,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
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"elbow_left": {
|
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"count": 477,
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"mean": 0.039987,
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"median": 0.03197,
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"std": 0.026065,
|
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"sem": 0.001195,
|
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"min": 0.003618,
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"max": 0.145663,
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"recall-0.025": 0.312369,
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|
"recall-0.05": 0.756813,
|
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"recall-0.1": 0.955975,
|
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"recall-0.15": 1.0,
|
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"recall-0.25": 1.0,
|
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"recall-0.5": 1.0,
|
|
"num_labels": 477
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},
|
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"elbow_right": {
|
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"count": 477,
|
|
"mean": 0.053225,
|
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"median": 0.043315,
|
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"std": 0.040534,
|
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"sem": 0.001858,
|
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"min": 0.003567,
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"max": 0.242994,
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"recall-0.025": 0.27044,
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"recall-0.05": 0.561845,
|
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"recall-0.1": 0.897275,
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|
"recall-0.15": 0.962264,
|
|
"recall-0.25": 1.0,
|
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"recall-0.5": 1.0,
|
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"num_labels": 477
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},
|
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"wrist_left": {
|
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"count": 477,
|
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"mean": 0.05886,
|
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"median": 0.053989,
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"std": 0.037537,
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"sem": 0.001721,
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"min": 0.00164,
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"max": 0.32449,
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"recall-0.025": 0.146751,
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"recall-0.05": 0.415094,
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"recall-0.1": 0.91195,
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"recall-0.15": 0.966457,
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"recall-0.25": 0.993711,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
|
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"wrist_right": {
|
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"count": 477,
|
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"mean": 0.057792,
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"median": 0.053472,
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"std": 0.031027,
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"sem": 0.001422,
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"min": 0.008622,
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"max": 0.208627,
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"recall-0.025": 0.113208,
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"recall-0.05": 0.440252,
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"recall-0.1": 0.90566,
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"recall-0.15": 0.983229,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
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"hip_left": {
|
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"count": 477,
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"mean": 0.047691,
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"median": 0.042435,
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"std": 0.025943,
|
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"sem": 0.001189,
|
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"min": 0.008125,
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"max": 0.145941,
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"recall-0.025": 0.186583,
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"recall-0.05": 0.628931,
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"recall-0.1": 0.958071,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"hip_right": {
|
|
"count": 477,
|
|
"mean": 0.057591,
|
|
"median": 0.058504,
|
|
"std": 0.023873,
|
|
"sem": 0.001094,
|
|
"min": 0.006301,
|
|
"max": 0.132422,
|
|
"recall-0.025": 0.102725,
|
|
"recall-0.05": 0.354298,
|
|
"recall-0.1": 0.943396,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"knee_left": {
|
|
"count": 477,
|
|
"mean": 0.040294,
|
|
"median": 0.037394,
|
|
"std": 0.024582,
|
|
"sem": 0.001127,
|
|
"min": 0.00468,
|
|
"max": 0.190112,
|
|
"recall-0.025": 0.264151,
|
|
"recall-0.05": 0.752621,
|
|
"recall-0.1": 0.972746,
|
|
"recall-0.15": 0.989518,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"knee_right": {
|
|
"count": 477,
|
|
"mean": 0.039683,
|
|
"median": 0.035562,
|
|
"std": 0.023058,
|
|
"sem": 0.001057,
|
|
"min": 0.005833,
|
|
"max": 0.184978,
|
|
"recall-0.025": 0.318658,
|
|
"recall-0.05": 0.735849,
|
|
"recall-0.1": 0.974843,
|
|
"recall-0.15": 0.997904,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"ankle_left": {
|
|
"count": 477,
|
|
"mean": 0.036416,
|
|
"median": 0.027617,
|
|
"std": 0.030557,
|
|
"sem": 0.001401,
|
|
"min": 0.004893,
|
|
"max": 0.223793,
|
|
"recall-0.025": 0.42348,
|
|
"recall-0.05": 0.819706,
|
|
"recall-0.1": 0.947589,
|
|
"recall-0.15": 0.983229,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"ankle_right": {
|
|
"count": 477,
|
|
"mean": 0.041098,
|
|
"median": 0.030845,
|
|
"std": 0.038414,
|
|
"sem": 0.001761,
|
|
"min": 0.003445,
|
|
"max": 0.28852,
|
|
"recall-0.025": 0.301887,
|
|
"recall-0.05": 0.807128,
|
|
"recall-0.1": 0.930818,
|
|
"recall-0.15": 0.966457,
|
|
"recall-0.25": 0.995807,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 6201,
|
|
"recall-0.025": 0.21609,
|
|
"recall-0.05": 0.62329,
|
|
"recall-0.1": 0.94356,
|
|
"recall-0.15": 0.98742,
|
|
"recall-0.25": 0.99903,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6678,
|
|
"correct_parts": 6625,
|
|
"pcp": 0.992063
|
|
}
|
|
{
|
|
"total_parts": {
|
|
"1": 2790,
|
|
"3": 1610,
|
|
"2": 370,
|
|
"sum": 4770
|
|
},
|
|
"correct_parts": {
|
|
"1": 2790,
|
|
"3": 1610,
|
|
"2": 370,
|
|
"sum": 4770
|
|
},
|
|
"pcp": {
|
|
"1": 1.0,
|
|
"3": 1.0,
|
|
"2": 1.0,
|
|
"avg": 1.0
|
|
}
|
|
}
|
|
```
|
|
|
|
### Campus
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.00474583,
|
|
"demosaicing": 0.000182246,
|
|
"avg_time_2d": 0.006994,
|
|
"avg_time_3d": 4.00988e-05,
|
|
"time_tracks": 7.41094e-07,
|
|
"fps": 138.56
|
|
}
|
|
{
|
|
"triangulator_calls": 222,
|
|
"init_time": 2.40937e-06,
|
|
"undistort_time": 5.79809e-06,
|
|
"project_time": 1.04741e-06,
|
|
"match_time": 2.8605e-06,
|
|
"pairs_time": 4.76198e-07,
|
|
"pair_scoring_time": 5.13216e-06,
|
|
"grouping_time": 1.41978e-06,
|
|
"full_time": 6.60292e-06,
|
|
"merge_time": 2.97085e-06,
|
|
"post_time": 6.31724e-06,
|
|
"convert_time": 1.13797e-07,
|
|
"total_time": 3.53814e-05
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 222,
|
|
"total_labels": 376,
|
|
"total_preds": 454,
|
|
"considered_empty": 0,
|
|
"valid_preds": 376,
|
|
"invalid_preds": 78,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.17181,
|
|
"precision": 0.82819,
|
|
"recall": 1.0,
|
|
"f1": 0.90602,
|
|
"non_empty": 454
|
|
},
|
|
"mpjpe": {
|
|
"count": 376,
|
|
"mean": 0.075162,
|
|
"median": 0.072556,
|
|
"std": 0.014034,
|
|
"sem": 0.000725,
|
|
"min": 0.039602,
|
|
"max": 0.1325,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.00266,
|
|
"recall-0.1": 0.93883,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 4e-05,
|
|
"ap-0.1": 0.858799,
|
|
"ap-0.15": 0.966406,
|
|
"ap-0.25": 0.966406,
|
|
"ap-0.5": 0.966406
|
|
},
|
|
"head": {
|
|
"count": 376,
|
|
"mean": 0.062777,
|
|
"median": 0.061742,
|
|
"std": 0.025212,
|
|
"sem": 0.001302,
|
|
"min": 0.009563,
|
|
"max": 0.198442,
|
|
"recall-0.025": 0.050532,
|
|
"recall-0.05": 0.305851,
|
|
"recall-0.1": 0.933511,
|
|
"recall-0.15": 0.994681,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"shoulder_left": {
|
|
"count": 376,
|
|
"mean": 0.066762,
|
|
"median": 0.064778,
|
|
"std": 0.029588,
|
|
"sem": 0.001528,
|
|
"min": 0.013559,
|
|
"max": 0.205286,
|
|
"recall-0.025": 0.045213,
|
|
"recall-0.05": 0.321809,
|
|
"recall-0.1": 0.885638,
|
|
"recall-0.15": 0.984043,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"shoulder_right": {
|
|
"count": 376,
|
|
"mean": 0.069569,
|
|
"median": 0.06227,
|
|
"std": 0.031907,
|
|
"sem": 0.001648,
|
|
"min": 0.017146,
|
|
"max": 0.198854,
|
|
"recall-0.025": 0.018617,
|
|
"recall-0.05": 0.31117,
|
|
"recall-0.1": 0.840426,
|
|
"recall-0.15": 0.970745,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"elbow_left": {
|
|
"count": 376,
|
|
"mean": 0.090032,
|
|
"median": 0.073021,
|
|
"std": 0.053197,
|
|
"sem": 0.002747,
|
|
"min": 0.013567,
|
|
"max": 0.283982,
|
|
"recall-0.025": 0.026596,
|
|
"recall-0.05": 0.236702,
|
|
"recall-0.1": 0.646277,
|
|
"recall-0.15": 0.867021,
|
|
"recall-0.25": 0.989362,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"elbow_right": {
|
|
"count": 376,
|
|
"mean": 0.077673,
|
|
"median": 0.070847,
|
|
"std": 0.037779,
|
|
"sem": 0.001951,
|
|
"min": 0.001558,
|
|
"max": 0.184804,
|
|
"recall-0.025": 0.037234,
|
|
"recall-0.05": 0.276596,
|
|
"recall-0.1": 0.726064,
|
|
"recall-0.15": 0.941489,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"wrist_left": {
|
|
"count": 376,
|
|
"mean": 0.13004,
|
|
"median": 0.115432,
|
|
"std": 0.068219,
|
|
"sem": 0.003523,
|
|
"min": 0.017061,
|
|
"max": 0.345868,
|
|
"recall-0.025": 0.013298,
|
|
"recall-0.05": 0.077128,
|
|
"recall-0.1": 0.396277,
|
|
"recall-0.15": 0.672872,
|
|
"recall-0.25": 0.922872,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"wrist_right": {
|
|
"count": 376,
|
|
"mean": 0.101756,
|
|
"median": 0.096874,
|
|
"std": 0.044372,
|
|
"sem": 0.002291,
|
|
"min": 0.00426,
|
|
"max": 0.279842,
|
|
"recall-0.025": 0.005319,
|
|
"recall-0.05": 0.101064,
|
|
"recall-0.1": 0.523936,
|
|
"recall-0.15": 0.861702,
|
|
"recall-0.25": 0.992021,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"hip_left": {
|
|
"count": 376,
|
|
"mean": 0.067438,
|
|
"median": 0.064184,
|
|
"std": 0.024754,
|
|
"sem": 0.001278,
|
|
"min": 0.014493,
|
|
"max": 0.166706,
|
|
"recall-0.025": 0.018617,
|
|
"recall-0.05": 0.239362,
|
|
"recall-0.1": 0.893617,
|
|
"recall-0.15": 0.994681,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"hip_right": {
|
|
"count": 376,
|
|
"mean": 0.063234,
|
|
"median": 0.061541,
|
|
"std": 0.027789,
|
|
"sem": 0.001435,
|
|
"min": 0.011516,
|
|
"max": 0.197949,
|
|
"recall-0.025": 0.045213,
|
|
"recall-0.05": 0.367021,
|
|
"recall-0.1": 0.917553,
|
|
"recall-0.15": 0.989362,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"knee_left": {
|
|
"count": 376,
|
|
"mean": 0.057101,
|
|
"median": 0.055438,
|
|
"std": 0.023745,
|
|
"sem": 0.001226,
|
|
"min": 0.006714,
|
|
"max": 0.175629,
|
|
"recall-0.025": 0.071809,
|
|
"recall-0.05": 0.390957,
|
|
"recall-0.1": 0.954787,
|
|
"recall-0.15": 0.992021,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"knee_right": {
|
|
"count": 376,
|
|
"mean": 0.054043,
|
|
"median": 0.049743,
|
|
"std": 0.027289,
|
|
"sem": 0.001409,
|
|
"min": 0.011142,
|
|
"max": 0.228754,
|
|
"recall-0.025": 0.077128,
|
|
"recall-0.05": 0.505319,
|
|
"recall-0.1": 0.952128,
|
|
"recall-0.15": 0.992021,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"ankle_left": {
|
|
"count": 376,
|
|
"mean": 0.071464,
|
|
"median": 0.065404,
|
|
"std": 0.04228,
|
|
"sem": 0.002183,
|
|
"min": 0.010298,
|
|
"max": 0.378232,
|
|
"recall-0.025": 0.045213,
|
|
"recall-0.05": 0.329787,
|
|
"recall-0.1": 0.861702,
|
|
"recall-0.15": 0.954787,
|
|
"recall-0.25": 0.992021,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"ankle_right": {
|
|
"count": 376,
|
|
"mean": 0.065216,
|
|
"median": 0.052692,
|
|
"std": 0.047867,
|
|
"sem": 0.002472,
|
|
"min": 0.0034,
|
|
"max": 0.378972,
|
|
"recall-0.025": 0.069149,
|
|
"recall-0.05": 0.43617,
|
|
"recall-0.1": 0.87234,
|
|
"recall-0.15": 0.952128,
|
|
"recall-0.25": 0.986702,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4888,
|
|
"recall-0.025": 0.03948,
|
|
"recall-0.05": 0.29828,
|
|
"recall-0.1": 0.7989,
|
|
"recall-0.15": 0.93453,
|
|
"recall-0.25": 0.99018,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5264,
|
|
"correct_parts": 5013,
|
|
"pcp": 0.952318
|
|
}
|
|
```
|
|
|
|
### MVOR
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0112842,
|
|
"demosaicing": 0.0002937,
|
|
"avg_time_2d": 0.00802104,
|
|
"avg_time_3d": 4.47021e-05,
|
|
"time_tracks": 0,
|
|
"fps": 119.625
|
|
}
|
|
{
|
|
"triangulator_calls": 629,
|
|
"init_time": 2.94223e-06,
|
|
"undistort_time": 6.10058e-06,
|
|
"project_time": 9.93347e-07,
|
|
"match_time": 2.58504e-06,
|
|
"pairs_time": 6.79809e-07,
|
|
"pair_scoring_time": 1.11914e-05,
|
|
"grouping_time": 1.97036e-06,
|
|
"full_time": 4.47083e-06,
|
|
"merge_time": 2.49551e-06,
|
|
"post_time": 6.14432e-06,
|
|
"convert_time": 9.18299e-08,
|
|
"total_time": 3.99006e-05
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 629,
|
|
"total_labels": 1061,
|
|
"total_preds": 1050,
|
|
"considered_empty": 0,
|
|
"valid_preds": 825,
|
|
"invalid_preds": 225,
|
|
"missing": 236,
|
|
"invalid_fraction": 0.21429,
|
|
"precision": 0.78571,
|
|
"recall": 0.77757,
|
|
"f1": 0.78162,
|
|
"non_empty": 1050
|
|
},
|
|
"mpjpe": {
|
|
"count": 825,
|
|
"mean": 0.119337,
|
|
"median": 0.098377,
|
|
"std": 0.070877,
|
|
"sem": 0.002469,
|
|
"min": 0.04872,
|
|
"max": 0.491718,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.00377,
|
|
"recall-0.1": 0.401508,
|
|
"recall-0.15": 0.63902,
|
|
"recall-0.25": 0.738926,
|
|
"recall-0.5": 0.777568,
|
|
"num_labels": 1061,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 9e-05,
|
|
"ap-0.1": 0.271938,
|
|
"ap-0.15": 0.542185,
|
|
"ap-0.25": 0.676521,
|
|
"ap-0.5": 0.718642
|
|
},
|
|
"head": {
|
|
"count": 819,
|
|
"mean": 0.068329,
|
|
"median": 0.052317,
|
|
"std": 0.067437,
|
|
"sem": 0.002358,
|
|
"min": 0.002475,
|
|
"max": 0.480278,
|
|
"recall-0.025": 0.099906,
|
|
"recall-0.05": 0.363808,
|
|
"recall-0.1": 0.667295,
|
|
"recall-0.15": 0.721018,
|
|
"recall-0.25": 0.745523,
|
|
"recall-0.5": 0.771913,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_left": {
|
|
"count": 819,
|
|
"mean": 0.06186,
|
|
"median": 0.043083,
|
|
"std": 0.063876,
|
|
"sem": 0.002233,
|
|
"min": 0.003718,
|
|
"max": 0.488998,
|
|
"recall-0.025": 0.179076,
|
|
"recall-0.05": 0.453346,
|
|
"recall-0.1": 0.664467,
|
|
"recall-0.15": 0.719133,
|
|
"recall-0.25": 0.744581,
|
|
"recall-0.5": 0.771913,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_right": {
|
|
"count": 820,
|
|
"mean": 0.061407,
|
|
"median": 0.040702,
|
|
"std": 0.066413,
|
|
"sem": 0.002321,
|
|
"min": 0.004707,
|
|
"max": 0.455456,
|
|
"recall-0.025": 0.148916,
|
|
"recall-0.05": 0.477851,
|
|
"recall-0.1": 0.666352,
|
|
"recall-0.15": 0.727615,
|
|
"recall-0.25": 0.747408,
|
|
"recall-0.5": 0.772856,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_left": {
|
|
"count": 809,
|
|
"mean": 0.107177,
|
|
"median": 0.076085,
|
|
"std": 0.090417,
|
|
"sem": 0.003181,
|
|
"min": 0.004829,
|
|
"max": 0.486117,
|
|
"recall-0.025": 0.063148,
|
|
"recall-0.05": 0.250707,
|
|
"recall-0.1": 0.470311,
|
|
"recall-0.15": 0.572102,
|
|
"recall-0.25": 0.69934,
|
|
"recall-0.5": 0.762488,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_right": {
|
|
"count": 814,
|
|
"mean": 0.089325,
|
|
"median": 0.061903,
|
|
"std": 0.084838,
|
|
"sem": 0.002975,
|
|
"min": 0.004284,
|
|
"max": 0.489631,
|
|
"recall-0.025": 0.099906,
|
|
"recall-0.05": 0.307257,
|
|
"recall-0.1": 0.553252,
|
|
"recall-0.15": 0.65033,
|
|
"recall-0.25": 0.719133,
|
|
"recall-0.5": 0.767201,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_left": {
|
|
"count": 806,
|
|
"mean": 0.128427,
|
|
"median": 0.094458,
|
|
"std": 0.106105,
|
|
"sem": 0.00374,
|
|
"min": 0.006274,
|
|
"max": 0.494712,
|
|
"recall-0.025": 0.070688,
|
|
"recall-0.05": 0.224317,
|
|
"recall-0.1": 0.395853,
|
|
"recall-0.15": 0.507069,
|
|
"recall-0.25": 0.656927,
|
|
"recall-0.5": 0.759661,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_right": {
|
|
"count": 805,
|
|
"mean": 0.110827,
|
|
"median": 0.074243,
|
|
"std": 0.099388,
|
|
"sem": 0.003505,
|
|
"min": 0.003687,
|
|
"max": 0.464818,
|
|
"recall-0.025": 0.094251,
|
|
"recall-0.05": 0.268615,
|
|
"recall-0.1": 0.476909,
|
|
"recall-0.15": 0.558907,
|
|
"recall-0.25": 0.667295,
|
|
"recall-0.5": 0.758718,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_left": {
|
|
"count": 813,
|
|
"mean": 0.193263,
|
|
"median": 0.174425,
|
|
"std": 0.084701,
|
|
"sem": 0.002972,
|
|
"min": 0.042393,
|
|
"max": 0.494933,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.004713,
|
|
"recall-0.1": 0.059378,
|
|
"recall-0.15": 0.27427,
|
|
"recall-0.25": 0.61263,
|
|
"recall-0.5": 0.766258,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_right": {
|
|
"count": 807,
|
|
"mean": 0.187515,
|
|
"median": 0.172762,
|
|
"std": 0.07808,
|
|
"sem": 0.00275,
|
|
"min": 0.033064,
|
|
"max": 0.487878,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.002828,
|
|
"recall-0.1": 0.069746,
|
|
"recall-0.15": 0.27427,
|
|
"recall-0.25": 0.626767,
|
|
"recall-0.5": 0.760603,
|
|
"num_labels": 1061
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 9549,
|
|
"recall-0.025": 0.08367,
|
|
"recall-0.05": 0.26128,
|
|
"recall-0.1": 0.44664,
|
|
"recall-0.15": 0.55597,
|
|
"recall-0.25": 0.69044,
|
|
"recall-0.5": 0.76511
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10610,
|
|
"correct_parts": 6255,
|
|
"pcp": 0.589538
|
|
}
|
|
```
|
|
|
|
### Panoptic
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0479199,
|
|
"demosaicing": 0.00102993,
|
|
"avg_time_2d": 0.0167737,
|
|
"avg_time_3d": 0.000150704,
|
|
"time_tracks": 1.38331e-06,
|
|
"fps": 55.6924
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 3.30566e-06,
|
|
"undistort_time": 1.61718e-05,
|
|
"project_time": 2.97576e-06,
|
|
"match_time": 1.2894e-05,
|
|
"pairs_time": 8.03232e-06,
|
|
"pair_scoring_time": 3.56451e-05,
|
|
"grouping_time": 7.91833e-06,
|
|
"full_time": 2.95268e-05,
|
|
"merge_time": 1.38784e-05,
|
|
"post_time": 8.84109e-06,
|
|
"convert_time": 1.9884e-07,
|
|
"total_time": 0.000139622
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1491,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1463,
|
|
"invalid_preds": 28,
|
|
"missing": 3,
|
|
"invalid_fraction": 0.01878,
|
|
"precision": 0.98122,
|
|
"recall": 0.99795,
|
|
"f1": 0.98952,
|
|
"non_empty": 1491
|
|
},
|
|
"mpjpe": {
|
|
"count": 1463,
|
|
"mean": 0.030572,
|
|
"median": 0.028132,
|
|
"std": 0.012776,
|
|
"sem": 0.000334,
|
|
"min": 0.01063,
|
|
"max": 0.124385,
|
|
"recall-0.025": 0.369031,
|
|
"recall-0.05": 0.931105,
|
|
"recall-0.1": 0.993179,
|
|
"recall-0.15": 0.997954,
|
|
"recall-0.25": 0.997954,
|
|
"recall-0.5": 0.997954,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.243066,
|
|
"ap-0.05": 0.9157,
|
|
"ap-0.1": 0.989328,
|
|
"ap-0.15": 0.995779,
|
|
"ap-0.25": 0.995779,
|
|
"ap-0.5": 0.995779
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.015217,
|
|
"median": 0.011493,
|
|
"std": 0.018892,
|
|
"sem": 0.000494,
|
|
"min": 0.00149,
|
|
"max": 0.300311,
|
|
"recall-0.025": 0.91866,
|
|
"recall-0.05": 0.968558,
|
|
"recall-0.1": 0.993848,
|
|
"recall-0.15": 0.995899,
|
|
"recall-0.25": 0.996582,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1463,
|
|
"mean": 0.016689,
|
|
"median": 0.014665,
|
|
"std": 0.010884,
|
|
"sem": 0.000285,
|
|
"min": 0.000564,
|
|
"max": 0.104098,
|
|
"recall-0.025": 0.844475,
|
|
"recall-0.05": 0.982265,
|
|
"recall-0.1": 0.997271,
|
|
"recall-0.15": 0.997954,
|
|
"recall-0.25": 0.997954,
|
|
"recall-0.5": 0.997954,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1462,
|
|
"mean": 0.016612,
|
|
"median": 0.014272,
|
|
"std": 0.011142,
|
|
"sem": 0.000292,
|
|
"min": 0.001248,
|
|
"max": 0.147753,
|
|
"recall-0.025": 0.833447,
|
|
"recall-0.05": 0.986348,
|
|
"recall-0.1": 0.99727,
|
|
"recall-0.15": 0.997952,
|
|
"recall-0.25": 0.997952,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1462,
|
|
"mean": 0.022011,
|
|
"median": 0.015913,
|
|
"std": 0.02096,
|
|
"sem": 0.000548,
|
|
"min": 0.00084,
|
|
"max": 0.281775,
|
|
"recall-0.025": 0.752901,
|
|
"recall-0.05": 0.916041,
|
|
"recall-0.1": 0.990444,
|
|
"recall-0.15": 0.995222,
|
|
"recall-0.25": 0.996587,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1462,
|
|
"mean": 0.020344,
|
|
"median": 0.015717,
|
|
"std": 0.015692,
|
|
"sem": 0.000411,
|
|
"min": 0.001752,
|
|
"max": 0.161231,
|
|
"recall-0.025": 0.801777,
|
|
"recall-0.05": 0.945318,
|
|
"recall-0.1": 0.997266,
|
|
"recall-0.15": 0.998633,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1432,
|
|
"mean": 0.03242,
|
|
"median": 0.015947,
|
|
"std": 0.048128,
|
|
"sem": 0.001272,
|
|
"min": 0.00015,
|
|
"max": 0.400667,
|
|
"recall-0.025": 0.698047,
|
|
"recall-0.05": 0.856346,
|
|
"recall-0.1": 0.927476,
|
|
"recall-0.15": 0.962343,
|
|
"recall-0.25": 0.982566,
|
|
"recall-0.5": 0.998605,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1456,
|
|
"mean": 0.025538,
|
|
"median": 0.016124,
|
|
"std": 0.031791,
|
|
"sem": 0.000833,
|
|
"min": 0.001381,
|
|
"max": 0.279434,
|
|
"recall-0.025": 0.703297,
|
|
"recall-0.05": 0.904533,
|
|
"recall-0.1": 0.971154,
|
|
"recall-0.15": 0.98489,
|
|
"recall-0.25": 0.998626,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1462,
|
|
"mean": 0.035237,
|
|
"median": 0.030458,
|
|
"std": 0.023117,
|
|
"sem": 0.000605,
|
|
"min": 0.002484,
|
|
"max": 0.231182,
|
|
"recall-0.025": 0.346075,
|
|
"recall-0.05": 0.842321,
|
|
"recall-0.1": 0.980887,
|
|
"recall-0.15": 0.992491,
|
|
"recall-0.25": 0.997952,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1463,
|
|
"mean": 0.036829,
|
|
"median": 0.032162,
|
|
"std": 0.024043,
|
|
"sem": 0.000629,
|
|
"min": 0.003239,
|
|
"max": 0.27157,
|
|
"recall-0.025": 0.33015,
|
|
"recall-0.05": 0.804911,
|
|
"recall-0.1": 0.978172,
|
|
"recall-0.15": 0.994543,
|
|
"recall-0.25": 0.997271,
|
|
"recall-0.5": 0.997954,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1462,
|
|
"mean": 0.037451,
|
|
"median": 0.032777,
|
|
"std": 0.029225,
|
|
"sem": 0.000765,
|
|
"min": 0.00406,
|
|
"max": 0.464241,
|
|
"recall-0.025": 0.296928,
|
|
"recall-0.05": 0.812969,
|
|
"recall-0.1": 0.980205,
|
|
"recall-0.15": 0.989761,
|
|
"recall-0.25": 0.993857,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1456,
|
|
"mean": 0.037347,
|
|
"median": 0.031036,
|
|
"std": 0.02543,
|
|
"sem": 0.000667,
|
|
"min": 0.004194,
|
|
"max": 0.363111,
|
|
"recall-0.025": 0.371487,
|
|
"recall-0.05": 0.768334,
|
|
"recall-0.1": 0.970528,
|
|
"recall-0.15": 0.995202,
|
|
"recall-0.25": 0.997258,
|
|
"recall-0.5": 0.997944,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1460,
|
|
"mean": 0.050611,
|
|
"median": 0.032049,
|
|
"std": 0.054472,
|
|
"sem": 0.001426,
|
|
"min": 0.003265,
|
|
"max": 0.439571,
|
|
"recall-0.025": 0.370472,
|
|
"recall-0.05": 0.697881,
|
|
"recall-0.1": 0.879699,
|
|
"recall-0.15": 0.945318,
|
|
"recall-0.25": 0.982228,
|
|
"recall-0.5": 0.997949,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1453,
|
|
"mean": 0.048936,
|
|
"median": 0.031418,
|
|
"std": 0.058915,
|
|
"sem": 0.001546,
|
|
"min": 0.002507,
|
|
"max": 0.485436,
|
|
"recall-0.025": 0.367123,
|
|
"recall-0.05": 0.755479,
|
|
"recall-0.1": 0.894521,
|
|
"recall-0.15": 0.926027,
|
|
"recall-0.25": 0.974658,
|
|
"recall-0.5": 0.995205,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.58662,
|
|
"recall-0.05": 0.86445,
|
|
"recall-0.1": 0.96593,
|
|
"recall-0.15": 0.98246,
|
|
"recall-0.25": 0.99279,
|
|
"recall-0.5": 0.99768
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20255,
|
|
"pcp": 0.990755
|
|
}
|
|
```
|
|
|
|
##### 3 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0297065,
|
|
"demosaicing": 0.000688111,
|
|
"avg_time_2d": 0.0099169,
|
|
"avg_time_3d": 6.60544e-05,
|
|
"time_tracks": 1.16308e-06,
|
|
"fps": 93.7012
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 2.94144e-06,
|
|
"undistort_time": 9.86922e-06,
|
|
"project_time": 1.48401e-06,
|
|
"match_time": 7.04053e-06,
|
|
"pairs_time": 2.2787e-06,
|
|
"pair_scoring_time": 1.10473e-05,
|
|
"grouping_time": 2.84531e-06,
|
|
"full_time": 9.9795e-06,
|
|
"merge_time": 5.23312e-06,
|
|
"post_time": 7.87855e-06,
|
|
"convert_time": 1.79293e-07,
|
|
"total_time": 6.10098e-05
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1405,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1387,
|
|
"invalid_preds": 18,
|
|
"missing": 79,
|
|
"invalid_fraction": 0.01281,
|
|
"precision": 0.98719,
|
|
"recall": 0.94611,
|
|
"f1": 0.96621,
|
|
"non_empty": 1405
|
|
},
|
|
"mpjpe": {
|
|
"count": 1387,
|
|
"mean": 0.057809,
|
|
"median": 0.045733,
|
|
"std": 0.039393,
|
|
"sem": 0.001058,
|
|
"min": 0.018518,
|
|
"max": 0.348157,
|
|
"recall-0.025": 0.017735,
|
|
"recall-0.05": 0.549795,
|
|
"recall-0.1": 0.851296,
|
|
"recall-0.15": 0.912005,
|
|
"recall-0.25": 0.939973,
|
|
"recall-0.5": 0.946112,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.004084,
|
|
"ap-0.05": 0.446064,
|
|
"ap-0.1": 0.826788,
|
|
"ap-0.15": 0.900299,
|
|
"ap-0.25": 0.930765,
|
|
"ap-0.5": 0.937125
|
|
},
|
|
"nose": {
|
|
"count": 1386,
|
|
"mean": 0.024278,
|
|
"median": 0.0185,
|
|
"std": 0.018718,
|
|
"sem": 0.000503,
|
|
"min": 0.00138,
|
|
"max": 0.185287,
|
|
"recall-0.025": 0.616541,
|
|
"recall-0.05": 0.857143,
|
|
"recall-0.1": 0.93985,
|
|
"recall-0.15": 0.946685,
|
|
"recall-0.25": 0.947368,
|
|
"recall-0.5": 0.947368,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1387,
|
|
"mean": 0.020631,
|
|
"median": 0.016653,
|
|
"std": 0.016094,
|
|
"sem": 0.000432,
|
|
"min": 0.000838,
|
|
"max": 0.233408,
|
|
"recall-0.025": 0.706003,
|
|
"recall-0.05": 0.911323,
|
|
"recall-0.1": 0.939973,
|
|
"recall-0.15": 0.944748,
|
|
"recall-0.25": 0.946112,
|
|
"recall-0.5": 0.946112,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1386,
|
|
"mean": 0.023485,
|
|
"median": 0.017809,
|
|
"std": 0.021117,
|
|
"sem": 0.000567,
|
|
"min": 0.002084,
|
|
"max": 0.215048,
|
|
"recall-0.025": 0.656655,
|
|
"recall-0.05": 0.883276,
|
|
"recall-0.1": 0.937201,
|
|
"recall-0.15": 0.939932,
|
|
"recall-0.25": 0.946075,
|
|
"recall-0.5": 0.946075,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1386,
|
|
"mean": 0.033508,
|
|
"median": 0.021443,
|
|
"std": 0.03405,
|
|
"sem": 0.000915,
|
|
"min": 0.00105,
|
|
"max": 0.406529,
|
|
"recall-0.025": 0.551536,
|
|
"recall-0.05": 0.765188,
|
|
"recall-0.1": 0.890102,
|
|
"recall-0.15": 0.939932,
|
|
"recall-0.25": 0.942662,
|
|
"recall-0.5": 0.946075,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1386,
|
|
"mean": 0.031599,
|
|
"median": 0.021155,
|
|
"std": 0.032062,
|
|
"sem": 0.000862,
|
|
"min": 0.002016,
|
|
"max": 0.325627,
|
|
"recall-0.025": 0.579631,
|
|
"recall-0.05": 0.797676,
|
|
"recall-0.1": 0.912509,
|
|
"recall-0.15": 0.936432,
|
|
"recall-0.25": 0.945318,
|
|
"recall-0.5": 0.947368,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1357,
|
|
"mean": 0.052803,
|
|
"median": 0.024023,
|
|
"std": 0.064029,
|
|
"sem": 0.001739,
|
|
"min": 0.001228,
|
|
"max": 0.492913,
|
|
"recall-0.025": 0.488145,
|
|
"recall-0.05": 0.656904,
|
|
"recall-0.1": 0.788006,
|
|
"recall-0.15": 0.848675,
|
|
"recall-0.25": 0.933054,
|
|
"recall-0.5": 0.946304,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1380,
|
|
"mean": 0.048042,
|
|
"median": 0.024233,
|
|
"std": 0.060625,
|
|
"sem": 0.001633,
|
|
"min": 0.001712,
|
|
"max": 0.405436,
|
|
"recall-0.025": 0.489698,
|
|
"recall-0.05": 0.686813,
|
|
"recall-0.1": 0.831044,
|
|
"recall-0.15": 0.885302,
|
|
"recall-0.25": 0.921016,
|
|
"recall-0.5": 0.947802,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1386,
|
|
"mean": 0.043694,
|
|
"median": 0.038134,
|
|
"std": 0.027801,
|
|
"sem": 0.000747,
|
|
"min": 0.001201,
|
|
"max": 0.370723,
|
|
"recall-0.025": 0.20273,
|
|
"recall-0.05": 0.67099,
|
|
"recall-0.1": 0.916724,
|
|
"recall-0.15": 0.940614,
|
|
"recall-0.25": 0.94471,
|
|
"recall-0.5": 0.946075,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1387,
|
|
"mean": 0.052384,
|
|
"median": 0.044002,
|
|
"std": 0.034873,
|
|
"sem": 0.000937,
|
|
"min": 0.004905,
|
|
"max": 0.27157,
|
|
"recall-0.025": 0.156889,
|
|
"recall-0.05": 0.547749,
|
|
"recall-0.1": 0.880628,
|
|
"recall-0.15": 0.92633,
|
|
"recall-0.25": 0.944065,
|
|
"recall-0.5": 0.946112,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1372,
|
|
"mean": 0.059338,
|
|
"median": 0.041103,
|
|
"std": 0.066615,
|
|
"sem": 0.001799,
|
|
"min": 0.003716,
|
|
"max": 0.396038,
|
|
"recall-0.025": 0.217065,
|
|
"recall-0.05": 0.592491,
|
|
"recall-0.1": 0.840273,
|
|
"recall-0.15": 0.873038,
|
|
"recall-0.25": 0.907167,
|
|
"recall-0.5": 0.936519,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1372,
|
|
"mean": 0.064953,
|
|
"median": 0.046186,
|
|
"std": 0.065917,
|
|
"sem": 0.00178,
|
|
"min": 0.006358,
|
|
"max": 0.413608,
|
|
"recall-0.025": 0.141193,
|
|
"recall-0.05": 0.517478,
|
|
"recall-0.1": 0.836875,
|
|
"recall-0.15": 0.866347,
|
|
"recall-0.25": 0.9061,
|
|
"recall-0.5": 0.94037,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1313,
|
|
"mean": 0.109506,
|
|
"median": 0.071209,
|
|
"std": 0.111954,
|
|
"sem": 0.003091,
|
|
"min": 0.002475,
|
|
"max": 0.497978,
|
|
"recall-0.025": 0.168831,
|
|
"recall-0.05": 0.368421,
|
|
"recall-0.1": 0.578947,
|
|
"recall-0.15": 0.686945,
|
|
"recall-0.25": 0.77512,
|
|
"recall-0.5": 0.897471,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1303,
|
|
"mean": 0.111553,
|
|
"median": 0.052471,
|
|
"std": 0.120445,
|
|
"sem": 0.003338,
|
|
"min": 0.002089,
|
|
"max": 0.499606,
|
|
"recall-0.025": 0.173288,
|
|
"recall-0.05": 0.425342,
|
|
"recall-0.1": 0.585616,
|
|
"recall-0.15": 0.642466,
|
|
"recall-0.25": 0.74589,
|
|
"recall-0.5": 0.892466,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.39563,
|
|
"recall-0.05": 0.66751,
|
|
"recall-0.1": 0.83665,
|
|
"recall-0.15": 0.87509,
|
|
"recall-0.25": 0.90758,
|
|
"recall-0.5": 0.93697
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 18490,
|
|
"pcp": 0.904422
|
|
}
|
|
```
|
|
|
|
##### 7 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0676695,
|
|
"demosaicing": 0.00167722,
|
|
"avg_time_2d": 0.0236274,
|
|
"avg_time_3d": 0.000277402,
|
|
"time_tracks": 1.6014e-06,
|
|
"fps": 39.0875
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 4.12762e-06,
|
|
"undistort_time": 2.27581e-05,
|
|
"project_time": 4.2093e-06,
|
|
"match_time": 1.80837e-05,
|
|
"pairs_time": 1.92128e-05,
|
|
"pair_scoring_time": 7.41403e-05,
|
|
"grouping_time": 1.65973e-05,
|
|
"full_time": 6.08105e-05,
|
|
"merge_time": 2.83742e-05,
|
|
"post_time": 9.35338e-06,
|
|
"convert_time": 1.858e-07,
|
|
"total_time": 0.000258086
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1525,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1465,
|
|
"invalid_preds": 60,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.03934,
|
|
"precision": 0.96066,
|
|
"recall": 0.99932,
|
|
"f1": 0.97961,
|
|
"non_empty": 1525
|
|
},
|
|
"mpjpe": {
|
|
"count": 1465,
|
|
"mean": 0.027872,
|
|
"median": 0.024928,
|
|
"std": 0.011052,
|
|
"sem": 0.000289,
|
|
"min": 0.010042,
|
|
"max": 0.11011,
|
|
"recall-0.025": 0.505457,
|
|
"recall-0.05": 0.952933,
|
|
"recall-0.1": 0.998636,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.360471,
|
|
"ap-0.05": 0.930742,
|
|
"ap-0.1": 0.989824,
|
|
"ap-0.15": 0.99048,
|
|
"ap-0.25": 0.99048,
|
|
"ap-0.5": 0.99048
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.013451,
|
|
"median": 0.010507,
|
|
"std": 0.016174,
|
|
"sem": 0.000423,
|
|
"min": 0.002442,
|
|
"max": 0.300311,
|
|
"recall-0.025": 0.931647,
|
|
"recall-0.05": 0.984279,
|
|
"recall-0.1": 0.996582,
|
|
"recall-0.15": 0.996582,
|
|
"recall-0.25": 0.996582,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1465,
|
|
"mean": 0.014367,
|
|
"median": 0.012587,
|
|
"std": 0.009017,
|
|
"sem": 0.000236,
|
|
"min": 0.000678,
|
|
"max": 0.091593,
|
|
"recall-0.025": 0.889495,
|
|
"recall-0.05": 0.991814,
|
|
"recall-0.1": 0.999318,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1464,
|
|
"mean": 0.015886,
|
|
"median": 0.013121,
|
|
"std": 0.010646,
|
|
"sem": 0.000278,
|
|
"min": 0.000866,
|
|
"max": 0.108435,
|
|
"recall-0.025": 0.845734,
|
|
"recall-0.05": 0.9843,
|
|
"recall-0.1": 0.998635,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1464,
|
|
"mean": 0.0188,
|
|
"median": 0.015688,
|
|
"std": 0.013281,
|
|
"sem": 0.000347,
|
|
"min": 0.000432,
|
|
"max": 0.142625,
|
|
"recall-0.025": 0.8,
|
|
"recall-0.05": 0.966553,
|
|
"recall-0.1": 0.99727,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1462,
|
|
"mean": 0.018846,
|
|
"median": 0.015574,
|
|
"std": 0.014075,
|
|
"sem": 0.000368,
|
|
"min": 0.001389,
|
|
"max": 0.15785,
|
|
"recall-0.025": 0.840055,
|
|
"recall-0.05": 0.958305,
|
|
"recall-0.1": 0.995215,
|
|
"recall-0.15": 0.998633,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1433,
|
|
"mean": 0.02331,
|
|
"median": 0.015059,
|
|
"std": 0.026221,
|
|
"sem": 0.000693,
|
|
"min": 0.000898,
|
|
"max": 0.222116,
|
|
"recall-0.025": 0.737099,
|
|
"recall-0.05": 0.911437,
|
|
"recall-0.1": 0.969317,
|
|
"recall-0.15": 0.988842,
|
|
"recall-0.25": 0.999303,
|
|
"recall-0.5": 0.999303,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1456,
|
|
"mean": 0.022755,
|
|
"median": 0.014112,
|
|
"std": 0.029818,
|
|
"sem": 0.000782,
|
|
"min": 0.001174,
|
|
"max": 0.311362,
|
|
"recall-0.025": 0.76511,
|
|
"recall-0.05": 0.923764,
|
|
"recall-0.1": 0.973901,
|
|
"recall-0.15": 0.985577,
|
|
"recall-0.25": 0.997253,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1464,
|
|
"mean": 0.029562,
|
|
"median": 0.027611,
|
|
"std": 0.01559,
|
|
"sem": 0.000408,
|
|
"min": 0.001996,
|
|
"max": 0.12705,
|
|
"recall-0.025": 0.436177,
|
|
"recall-0.05": 0.898294,
|
|
"recall-0.1": 0.996587,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1465,
|
|
"mean": 0.032376,
|
|
"median": 0.028909,
|
|
"std": 0.018656,
|
|
"sem": 0.000488,
|
|
"min": 0.001585,
|
|
"max": 0.196952,
|
|
"recall-0.025": 0.389495,
|
|
"recall-0.05": 0.867667,
|
|
"recall-0.1": 0.993179,
|
|
"recall-0.15": 0.995907,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1464,
|
|
"mean": 0.031951,
|
|
"median": 0.028307,
|
|
"std": 0.018777,
|
|
"sem": 0.000491,
|
|
"min": 0.002743,
|
|
"max": 0.153637,
|
|
"recall-0.025": 0.417065,
|
|
"recall-0.05": 0.865529,
|
|
"recall-0.1": 0.990444,
|
|
"recall-0.15": 0.997952,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1458,
|
|
"mean": 0.034502,
|
|
"median": 0.030849,
|
|
"std": 0.019855,
|
|
"sem": 0.00052,
|
|
"min": 0.002456,
|
|
"max": 0.205948,
|
|
"recall-0.025": 0.374914,
|
|
"recall-0.05": 0.818369,
|
|
"recall-0.1": 0.986977,
|
|
"recall-0.15": 0.998629,
|
|
"recall-0.25": 0.999315,
|
|
"recall-0.5": 0.999315,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1461,
|
|
"mean": 0.054406,
|
|
"median": 0.033161,
|
|
"std": 0.058541,
|
|
"sem": 0.001532,
|
|
"min": 0.002262,
|
|
"max": 0.458662,
|
|
"recall-0.025": 0.36637,
|
|
"recall-0.05": 0.660971,
|
|
"recall-0.1": 0.856459,
|
|
"recall-0.15": 0.922078,
|
|
"recall-0.25": 0.980861,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1457,
|
|
"mean": 0.050245,
|
|
"median": 0.030058,
|
|
"std": 0.06195,
|
|
"sem": 0.001624,
|
|
"min": 0.001983,
|
|
"max": 0.48623,
|
|
"recall-0.025": 0.380822,
|
|
"recall-0.05": 0.750685,
|
|
"recall-0.1": 0.886301,
|
|
"recall-0.15": 0.932877,
|
|
"recall-0.25": 0.971918,
|
|
"recall-0.5": 0.997945,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.62828,
|
|
"recall-0.05": 0.89073,
|
|
"recall-0.1": 0.97199,
|
|
"recall-0.15": 0.98531,
|
|
"recall-0.25": 0.99505,
|
|
"recall-0.5": 0.99884
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20350,
|
|
"pcp": 0.995402
|
|
}
|
|
```
|
|
|
|
##### 10 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0909658,
|
|
"demosaicing": 0.00242828,
|
|
"avg_time_2d": 0.0324017,
|
|
"avg_time_3d": 0.00050742,
|
|
"time_tracks": 2.20957e-06,
|
|
"fps": 28.2969
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 5.11671e-06,
|
|
"undistort_time": 3.19434e-05,
|
|
"project_time": 5.91598e-06,
|
|
"match_time": 2.61242e-05,
|
|
"pairs_time": 4.20959e-05,
|
|
"pair_scoring_time": 0.000152818,
|
|
"grouping_time": 3.22265e-05,
|
|
"full_time": 0.000112121,
|
|
"merge_time": 5.77592e-05,
|
|
"post_time": 9.8474e-06,
|
|
"convert_time": 2.03929e-07,
|
|
"total_time": 0.000476412
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1514,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1465,
|
|
"invalid_preds": 49,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.03236,
|
|
"precision": 0.96764,
|
|
"recall": 0.99932,
|
|
"f1": 0.98322,
|
|
"non_empty": 1514
|
|
},
|
|
"mpjpe": {
|
|
"count": 1465,
|
|
"mean": 0.023806,
|
|
"median": 0.021658,
|
|
"std": 0.00879,
|
|
"sem": 0.00023,
|
|
"min": 0.009663,
|
|
"max": 0.096886,
|
|
"recall-0.025": 0.682128,
|
|
"recall-0.05": 0.982947,
|
|
"recall-0.1": 0.999318,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.584467,
|
|
"ap-0.05": 0.9751,
|
|
"ap-0.1": 0.996648,
|
|
"ap-0.15": 0.996648,
|
|
"ap-0.25": 0.996648,
|
|
"ap-0.5": 0.996648
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.010782,
|
|
"median": 0.009544,
|
|
"std": 0.007008,
|
|
"sem": 0.000183,
|
|
"min": 0.001122,
|
|
"max": 0.086262,
|
|
"recall-0.025": 0.976077,
|
|
"recall-0.05": 0.991798,
|
|
"recall-0.1": 0.999316,
|
|
"recall-0.15": 0.999316,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1465,
|
|
"mean": 0.012724,
|
|
"median": 0.010939,
|
|
"std": 0.008208,
|
|
"sem": 0.000215,
|
|
"min": 0.000842,
|
|
"max": 0.087706,
|
|
"recall-0.025": 0.927694,
|
|
"recall-0.05": 0.994543,
|
|
"recall-0.1": 0.999318,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1464,
|
|
"mean": 0.013941,
|
|
"median": 0.012155,
|
|
"std": 0.008239,
|
|
"sem": 0.000215,
|
|
"min": 0.001171,
|
|
"max": 0.080622,
|
|
"recall-0.025": 0.905119,
|
|
"recall-0.05": 0.995222,
|
|
"recall-0.1": 0.999317,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1464,
|
|
"mean": 0.016635,
|
|
"median": 0.014151,
|
|
"std": 0.010417,
|
|
"sem": 0.000272,
|
|
"min": 0.001207,
|
|
"max": 0.104334,
|
|
"recall-0.025": 0.847782,
|
|
"recall-0.05": 0.98157,
|
|
"recall-0.1": 0.998635,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1462,
|
|
"mean": 0.015649,
|
|
"median": 0.013987,
|
|
"std": 0.011082,
|
|
"sem": 0.00029,
|
|
"min": 0.001251,
|
|
"max": 0.166764,
|
|
"recall-0.025": 0.917293,
|
|
"recall-0.05": 0.984279,
|
|
"recall-0.1": 0.995899,
|
|
"recall-0.15": 0.997949,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1433,
|
|
"mean": 0.0165,
|
|
"median": 0.011812,
|
|
"std": 0.018503,
|
|
"sem": 0.000489,
|
|
"min": 0.000716,
|
|
"max": 0.179281,
|
|
"recall-0.025": 0.875174,
|
|
"recall-0.05": 0.964435,
|
|
"recall-0.1": 0.984658,
|
|
"recall-0.15": 0.994421,
|
|
"recall-0.25": 0.999303,
|
|
"recall-0.5": 0.999303,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1456,
|
|
"mean": 0.016116,
|
|
"median": 0.012142,
|
|
"std": 0.016424,
|
|
"sem": 0.000431,
|
|
"min": 0.000362,
|
|
"max": 0.236957,
|
|
"recall-0.025": 0.864011,
|
|
"recall-0.05": 0.969093,
|
|
"recall-0.1": 0.992445,
|
|
"recall-0.15": 0.99794,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1464,
|
|
"mean": 0.027235,
|
|
"median": 0.0248,
|
|
"std": 0.014897,
|
|
"sem": 0.000389,
|
|
"min": 0.002087,
|
|
"max": 0.11068,
|
|
"recall-0.025": 0.50785,
|
|
"recall-0.05": 0.930375,
|
|
"recall-0.1": 0.99727,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1465,
|
|
"mean": 0.027224,
|
|
"median": 0.025357,
|
|
"std": 0.01308,
|
|
"sem": 0.000342,
|
|
"min": 0.001421,
|
|
"max": 0.161695,
|
|
"recall-0.025": 0.49045,
|
|
"recall-0.05": 0.954297,
|
|
"recall-0.1": 0.998636,
|
|
"recall-0.15": 0.998636,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1464,
|
|
"mean": 0.02793,
|
|
"median": 0.025703,
|
|
"std": 0.014731,
|
|
"sem": 0.000385,
|
|
"min": 0.001888,
|
|
"max": 0.107717,
|
|
"recall-0.025": 0.478498,
|
|
"recall-0.05": 0.928328,
|
|
"recall-0.1": 0.99727,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1458,
|
|
"mean": 0.031086,
|
|
"median": 0.027085,
|
|
"std": 0.018138,
|
|
"sem": 0.000475,
|
|
"min": 0.001948,
|
|
"max": 0.159891,
|
|
"recall-0.025": 0.43523,
|
|
"recall-0.05": 0.881426,
|
|
"recall-0.1": 0.988348,
|
|
"recall-0.15": 0.998629,
|
|
"recall-0.25": 0.999315,
|
|
"recall-0.5": 0.999315,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1461,
|
|
"mean": 0.046375,
|
|
"median": 0.030042,
|
|
"std": 0.047543,
|
|
"sem": 0.001244,
|
|
"min": 0.002652,
|
|
"max": 0.385631,
|
|
"recall-0.025": 0.412167,
|
|
"recall-0.05": 0.709501,
|
|
"recall-0.1": 0.900205,
|
|
"recall-0.15": 0.947368,
|
|
"recall-0.25": 0.991114,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1458,
|
|
"mean": 0.045756,
|
|
"median": 0.027306,
|
|
"std": 0.054394,
|
|
"sem": 0.001425,
|
|
"min": 0.002526,
|
|
"max": 0.431889,
|
|
"recall-0.025": 0.44726,
|
|
"recall-0.05": 0.773288,
|
|
"recall-0.1": 0.89863,
|
|
"recall-0.15": 0.941096,
|
|
"recall-0.25": 0.981507,
|
|
"recall-0.5": 0.99863,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.69821,
|
|
"recall-0.05": 0.92728,
|
|
"recall-0.1": 0.98041,
|
|
"recall-0.15": 0.98968,
|
|
"recall-0.25": 0.997,
|
|
"recall-0.5": 0.99889
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20388,
|
|
"pcp": 0.997261
|
|
}
|
|
```
|
|
|
|
##### 31 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.310243,
|
|
"demosaicing": 0.0108448,
|
|
"avg_time_2d": 0.0979978,
|
|
"avg_time_3d": 0.00494672,
|
|
"time_tracks": 5.76096e-06,
|
|
"fps": 8.78773
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 1.40068e-05,
|
|
"undistort_time": 9.76334e-05,
|
|
"project_time": 1.83197e-05,
|
|
"match_time": 8.03562e-05,
|
|
"pairs_time": 0.000470858,
|
|
"pair_scoring_time": 0.00206245,
|
|
"grouping_time": 0.000295279,
|
|
"full_time": 0.00101673,
|
|
"merge_time": 0.00066551,
|
|
"post_time": 1.12451e-05,
|
|
"convert_time": 2.09462e-07,
|
|
"total_time": 0.00473284
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1513,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1465,
|
|
"invalid_preds": 48,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.03173,
|
|
"precision": 0.96827,
|
|
"recall": 0.99932,
|
|
"f1": 0.98355,
|
|
"non_empty": 1513
|
|
},
|
|
"mpjpe": {
|
|
"count": 1465,
|
|
"mean": 0.019218,
|
|
"median": 0.018002,
|
|
"std": 0.006801,
|
|
"sem": 0.000178,
|
|
"min": 0.008759,
|
|
"max": 0.110571,
|
|
"recall-0.025": 0.844475,
|
|
"recall-0.05": 0.996589,
|
|
"recall-0.1": 0.998636,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.788471,
|
|
"ap-0.05": 0.988835,
|
|
"ap-0.1": 0.991878,
|
|
"ap-0.15": 0.993488,
|
|
"ap-0.25": 0.993488,
|
|
"ap-0.5": 0.993488
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.009202,
|
|
"median": 0.008072,
|
|
"std": 0.006421,
|
|
"sem": 0.000168,
|
|
"min": 0.000316,
|
|
"max": 0.078737,
|
|
"recall-0.025": 0.983595,
|
|
"recall-0.05": 0.991798,
|
|
"recall-0.1": 0.999316,
|
|
"recall-0.15": 0.999316,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1465,
|
|
"mean": 0.010479,
|
|
"median": 0.009473,
|
|
"std": 0.006154,
|
|
"sem": 0.000161,
|
|
"min": 0.000509,
|
|
"max": 0.055245,
|
|
"recall-0.025": 0.965894,
|
|
"recall-0.05": 0.998636,
|
|
"recall-0.1": 0.999318,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1464,
|
|
"mean": 0.012072,
|
|
"median": 0.010542,
|
|
"std": 0.00732,
|
|
"sem": 0.000191,
|
|
"min": 0.001145,
|
|
"max": 0.131999,
|
|
"recall-0.025": 0.958362,
|
|
"recall-0.05": 0.99727,
|
|
"recall-0.1": 0.998635,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1464,
|
|
"mean": 0.01323,
|
|
"median": 0.01193,
|
|
"std": 0.007403,
|
|
"sem": 0.000194,
|
|
"min": 0.001236,
|
|
"max": 0.064667,
|
|
"recall-0.025": 0.939932,
|
|
"recall-0.05": 0.995222,
|
|
"recall-0.1": 0.999317,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1462,
|
|
"mean": 0.013621,
|
|
"median": 0.012222,
|
|
"std": 0.008791,
|
|
"sem": 0.00023,
|
|
"min": 0.000584,
|
|
"max": 0.179166,
|
|
"recall-0.025": 0.93985,
|
|
"recall-0.05": 0.990431,
|
|
"recall-0.1": 0.998633,
|
|
"recall-0.15": 0.998633,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1433,
|
|
"mean": 0.014097,
|
|
"median": 0.010201,
|
|
"std": 0.016478,
|
|
"sem": 0.000435,
|
|
"min": 0.000725,
|
|
"max": 0.147509,
|
|
"recall-0.025": 0.900279,
|
|
"recall-0.05": 0.970711,
|
|
"recall-0.1": 0.990237,
|
|
"recall-0.15": 0.999303,
|
|
"recall-0.25": 0.999303,
|
|
"recall-0.5": 0.999303,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1456,
|
|
"mean": 0.014067,
|
|
"median": 0.010358,
|
|
"std": 0.013166,
|
|
"sem": 0.000345,
|
|
"min": 0.000904,
|
|
"max": 0.104131,
|
|
"recall-0.025": 0.89011,
|
|
"recall-0.05": 0.975275,
|
|
"recall-0.1": 0.998626,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1464,
|
|
"mean": 0.021179,
|
|
"median": 0.018677,
|
|
"std": 0.011676,
|
|
"sem": 0.000305,
|
|
"min": 0.001625,
|
|
"max": 0.087413,
|
|
"recall-0.025": 0.743345,
|
|
"recall-0.05": 0.96587,
|
|
"recall-0.1": 0.999317,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1465,
|
|
"mean": 0.022227,
|
|
"median": 0.021685,
|
|
"std": 0.011141,
|
|
"sem": 0.000291,
|
|
"min": 0.001131,
|
|
"max": 0.241688,
|
|
"recall-0.025": 0.626876,
|
|
"recall-0.05": 0.991132,
|
|
"recall-0.1": 0.997954,
|
|
"recall-0.15": 0.998636,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1464,
|
|
"mean": 0.022631,
|
|
"median": 0.021197,
|
|
"std": 0.011455,
|
|
"sem": 0.000299,
|
|
"min": 0.001447,
|
|
"max": 0.11389,
|
|
"recall-0.025": 0.645051,
|
|
"recall-0.05": 0.980205,
|
|
"recall-0.1": 0.996587,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1458,
|
|
"mean": 0.025106,
|
|
"median": 0.023777,
|
|
"std": 0.015218,
|
|
"sem": 0.000399,
|
|
"min": 0.001766,
|
|
"max": 0.177469,
|
|
"recall-0.025": 0.543523,
|
|
"recall-0.05": 0.967101,
|
|
"recall-0.1": 0.989719,
|
|
"recall-0.15": 0.997944,
|
|
"recall-0.25": 0.999315,
|
|
"recall-0.5": 0.999315,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1462,
|
|
"mean": 0.035099,
|
|
"median": 0.02398,
|
|
"std": 0.031942,
|
|
"sem": 0.000836,
|
|
"min": 0.001969,
|
|
"max": 0.245439,
|
|
"recall-0.025": 0.524949,
|
|
"recall-0.05": 0.803828,
|
|
"recall-0.1": 0.938483,
|
|
"recall-0.15": 0.993165,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1458,
|
|
"mean": 0.035597,
|
|
"median": 0.024811,
|
|
"std": 0.033369,
|
|
"sem": 0.000874,
|
|
"min": 0.001251,
|
|
"max": 0.285853,
|
|
"recall-0.025": 0.504795,
|
|
"recall-0.05": 0.785616,
|
|
"recall-0.1": 0.945205,
|
|
"recall-0.15": 0.980822,
|
|
"recall-0.25": 0.99726,
|
|
"recall-0.5": 0.99863,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.78183,
|
|
"recall-0.05": 0.95466,
|
|
"recall-0.1": 0.9882,
|
|
"recall-0.15": 0.997,
|
|
"recall-0.25": 0.99879,
|
|
"recall-0.5": 0.99889
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20407,
|
|
"pcp": 0.99819
|
|
}
|
|
```
|
|
|
|
### IkeaAsm
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0333032,
|
|
"demosaicing": 0.000678538,
|
|
"avg_time_2d": 0.00855362,
|
|
"avg_time_3d": 3.34318e-05,
|
|
"time_tracks": 0,
|
|
"fps": 107.926
|
|
}
|
|
{
|
|
"triangulator_calls": 479,
|
|
"init_time": 2.85557e-06,
|
|
"undistort_time": 5.00831e-06,
|
|
"project_time": 1.57223e-08,
|
|
"match_time": 1.63528e-08,
|
|
"pairs_time": 2.45347e-07,
|
|
"pair_scoring_time": 8.26703e-06,
|
|
"grouping_time": 1.86644e-06,
|
|
"full_time": 3.91752e-06,
|
|
"merge_time": 1.97073e-06,
|
|
"post_time": 5.02243e-06,
|
|
"convert_time": 6.73194e-08,
|
|
"total_time": 2.94875e-05
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 479,
|
|
"total_labels": 479,
|
|
"total_preds": 536,
|
|
"considered_empty": 0,
|
|
"valid_preds": 450,
|
|
"invalid_preds": 86,
|
|
"missing": 29,
|
|
"invalid_fraction": 0.16045,
|
|
"precision": 0.83955,
|
|
"recall": 0.93946,
|
|
"f1": 0.8867,
|
|
"non_empty": 536
|
|
},
|
|
"mpjpe": {
|
|
"count": 450,
|
|
"mean": 0.069548,
|
|
"median": 0.053796,
|
|
"std": 0.046737,
|
|
"sem": 0.002206,
|
|
"min": 0.018892,
|
|
"max": 0.466521,
|
|
"recall-0.025": 0.029228,
|
|
"recall-0.05": 0.411273,
|
|
"recall-0.1": 0.772443,
|
|
"recall-0.15": 0.895616,
|
|
"recall-0.25": 0.931106,
|
|
"recall-0.5": 0.939457,
|
|
"num_labels": 479,
|
|
"ap-0.025": 0.000907,
|
|
"ap-0.05": 0.188984,
|
|
"ap-0.1": 0.601213,
|
|
"ap-0.15": 0.797465,
|
|
"ap-0.25": 0.858608,
|
|
"ap-0.5": 0.869387
|
|
},
|
|
"head": {
|
|
"count": 427,
|
|
"mean": 0.038565,
|
|
"median": 0.033179,
|
|
"std": 0.030443,
|
|
"sem": 0.001475,
|
|
"min": 0.001558,
|
|
"max": 0.409887,
|
|
"recall-0.025": 0.30531,
|
|
"recall-0.05": 0.730088,
|
|
"recall-0.1": 0.933628,
|
|
"recall-0.15": 0.938053,
|
|
"recall-0.25": 0.940265,
|
|
"recall-0.5": 0.94469,
|
|
"num_labels": 452
|
|
},
|
|
"shoulder_left": {
|
|
"count": 428,
|
|
"mean": 0.042418,
|
|
"median": 0.03683,
|
|
"std": 0.020828,
|
|
"sem": 0.001008,
|
|
"min": 0.009033,
|
|
"max": 0.211904,
|
|
"recall-0.025": 0.11674,
|
|
"recall-0.05": 0.718062,
|
|
"recall-0.1": 0.92511,
|
|
"recall-0.15": 0.940529,
|
|
"recall-0.25": 0.942731,
|
|
"recall-0.5": 0.942731,
|
|
"num_labels": 454
|
|
},
|
|
"shoulder_right": {
|
|
"count": 439,
|
|
"mean": 0.028957,
|
|
"median": 0.027681,
|
|
"std": 0.009688,
|
|
"sem": 0.000463,
|
|
"min": 0.003649,
|
|
"max": 0.072742,
|
|
"recall-0.025": 0.357602,
|
|
"recall-0.05": 0.907923,
|
|
"recall-0.1": 0.940043,
|
|
"recall-0.15": 0.940043,
|
|
"recall-0.25": 0.940043,
|
|
"recall-0.5": 0.940043,
|
|
"num_labels": 467
|
|
},
|
|
"elbow_left": {
|
|
"count": 416,
|
|
"mean": 0.032055,
|
|
"median": 0.024549,
|
|
"std": 0.024764,
|
|
"sem": 0.001216,
|
|
"min": 0.002712,
|
|
"max": 0.194997,
|
|
"recall-0.025": 0.491991,
|
|
"recall-0.05": 0.810069,
|
|
"recall-0.1": 0.924485,
|
|
"recall-0.15": 0.949657,
|
|
"recall-0.25": 0.951945,
|
|
"recall-0.5": 0.951945,
|
|
"num_labels": 437
|
|
},
|
|
"elbow_right": {
|
|
"count": 418,
|
|
"mean": 0.026785,
|
|
"median": 0.024022,
|
|
"std": 0.018091,
|
|
"sem": 0.000886,
|
|
"min": 0.001053,
|
|
"max": 0.195409,
|
|
"recall-0.025": 0.514739,
|
|
"recall-0.05": 0.879819,
|
|
"recall-0.1": 0.943311,
|
|
"recall-0.15": 0.943311,
|
|
"recall-0.25": 0.947846,
|
|
"recall-0.5": 0.947846,
|
|
"num_labels": 441
|
|
},
|
|
"wrist_left": {
|
|
"count": 410,
|
|
"mean": 0.032896,
|
|
"median": 0.026993,
|
|
"std": 0.025916,
|
|
"sem": 0.001281,
|
|
"min": 0.002241,
|
|
"max": 0.233265,
|
|
"recall-0.025": 0.412844,
|
|
"recall-0.05": 0.816514,
|
|
"recall-0.1": 0.919725,
|
|
"recall-0.15": 0.926606,
|
|
"recall-0.25": 0.940367,
|
|
"recall-0.5": 0.940367,
|
|
"num_labels": 436
|
|
},
|
|
"wrist_right": {
|
|
"count": 420,
|
|
"mean": 0.028259,
|
|
"median": 0.023784,
|
|
"std": 0.029343,
|
|
"sem": 0.001433,
|
|
"min": 0.002123,
|
|
"max": 0.396389,
|
|
"recall-0.025": 0.502242,
|
|
"recall-0.05": 0.890135,
|
|
"recall-0.1": 0.923767,
|
|
"recall-0.15": 0.930493,
|
|
"recall-0.25": 0.939462,
|
|
"recall-0.5": 0.941704,
|
|
"num_labels": 446
|
|
},
|
|
"hip_left": {
|
|
"count": 300,
|
|
"mean": 0.101259,
|
|
"median": 0.09611,
|
|
"std": 0.035117,
|
|
"sem": 0.002031,
|
|
"min": 0.023338,
|
|
"max": 0.342152,
|
|
"recall-0.025": 0.003185,
|
|
"recall-0.05": 0.025478,
|
|
"recall-0.1": 0.55414,
|
|
"recall-0.15": 0.89172,
|
|
"recall-0.25": 0.942675,
|
|
"recall-0.5": 0.955414,
|
|
"num_labels": 314
|
|
},
|
|
"hip_right": {
|
|
"count": 247,
|
|
"mean": 0.082515,
|
|
"median": 0.080743,
|
|
"std": 0.03141,
|
|
"sem": 0.002003,
|
|
"min": 0.021341,
|
|
"max": 0.343203,
|
|
"recall-0.025": 0.003846,
|
|
"recall-0.05": 0.080769,
|
|
"recall-0.1": 0.8,
|
|
"recall-0.15": 0.926923,
|
|
"recall-0.25": 0.942308,
|
|
"recall-0.5": 0.95,
|
|
"num_labels": 260
|
|
},
|
|
"knee_left": {
|
|
"count": 251,
|
|
"mean": 0.1059,
|
|
"median": 0.089904,
|
|
"std": 0.071384,
|
|
"sem": 0.004515,
|
|
"min": 0.012383,
|
|
"max": 0.481831,
|
|
"recall-0.025": 0.01087,
|
|
"recall-0.05": 0.105072,
|
|
"recall-0.1": 0.532609,
|
|
"recall-0.15": 0.768116,
|
|
"recall-0.25": 0.884058,
|
|
"recall-0.5": 0.90942,
|
|
"num_labels": 276
|
|
},
|
|
"knee_right": {
|
|
"count": 198,
|
|
"mean": 0.077039,
|
|
"median": 0.054873,
|
|
"std": 0.077159,
|
|
"sem": 0.005497,
|
|
"min": 0.016417,
|
|
"max": 0.47833,
|
|
"recall-0.025": 0.060465,
|
|
"recall-0.05": 0.376744,
|
|
"recall-0.1": 0.786047,
|
|
"recall-0.15": 0.851163,
|
|
"recall-0.25": 0.874419,
|
|
"recall-0.5": 0.92093,
|
|
"num_labels": 215
|
|
},
|
|
"ankle_left": {
|
|
"count": 86,
|
|
"mean": 0.240931,
|
|
"median": 0.234565,
|
|
"std": 0.122027,
|
|
"sem": 0.013236,
|
|
"min": 0.02336,
|
|
"max": 0.478584,
|
|
"recall-0.025": 0.007576,
|
|
"recall-0.05": 0.037879,
|
|
"recall-0.1": 0.090909,
|
|
"recall-0.15": 0.159091,
|
|
"recall-0.25": 0.363636,
|
|
"recall-0.5": 0.651515,
|
|
"num_labels": 132
|
|
},
|
|
"ankle_right": {
|
|
"count": 71,
|
|
"mean": 0.226365,
|
|
"median": 0.210912,
|
|
"std": 0.129179,
|
|
"sem": 0.01544,
|
|
"min": 0.02477,
|
|
"max": 0.489598,
|
|
"recall-0.025": 0.007874,
|
|
"recall-0.05": 0.055118,
|
|
"recall-0.1": 0.102362,
|
|
"recall-0.15": 0.181102,
|
|
"recall-0.25": 0.330709,
|
|
"recall-0.5": 0.559055,
|
|
"num_labels": 127
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4457,
|
|
"recall-0.025": 0.27305,
|
|
"recall-0.05": 0.6105,
|
|
"recall-0.1": 0.81467,
|
|
"recall-0.15": 0.87413,
|
|
"recall-0.25": 0.90038,
|
|
"recall-0.5": 0.92035
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4313,
|
|
"correct_parts": 3919,
|
|
"pcp": 0.908648
|
|
}
|
|
```
|
|
|
|
### CHI3D
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0170892,
|
|
"demosaicing": 0.000532315,
|
|
"avg_time_2d": 0.00996914,
|
|
"avg_time_3d": 6.4028e-05,
|
|
"time_tracks": 7.03068e-07,
|
|
"fps": 94.6416
|
|
}
|
|
{
|
|
"triangulator_calls": 390,
|
|
"init_time": 3.56284e-06,
|
|
"undistort_time": 7.3621e-06,
|
|
"project_time": 1.43096e-06,
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"match_time": 3.31098e-06,
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"pairs_time": 6.62828e-07,
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"pair_scoring_time": 1.19765e-05,
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|
"grouping_time": 3.01562e-06,
|
|
"full_time": 1.45329e-05,
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|
"merge_time": 5.97178e-06,
|
|
"post_time": 6.26503e-06,
|
|
"convert_time": 1.07297e-07,
|
|
"total_time": 5.84334e-05
|
|
}
|
|
{
|
|
"person_nums": {
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"total_frames": 390,
|
|
"total_labels": 780,
|
|
"total_preds": 780,
|
|
"considered_empty": 0,
|
|
"valid_preds": 780,
|
|
"invalid_preds": 0,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 1.0,
|
|
"f1": 1.0,
|
|
"non_empty": 780
|
|
},
|
|
"mpjpe": {
|
|
"count": 780,
|
|
"mean": 0.06014,
|
|
"median": 0.057675,
|
|
"std": 0.013345,
|
|
"sem": 0.000478,
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|
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|
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"recall-0.025": 0.0,
|
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|
|
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"num_labels": 780,
|
|
"ap-0.025": 0.0,
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|
"ap-0.05": 0.005004,
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|
"ap-0.1": 0.989373,
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"head": {
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"num_labels": 780
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"shoulder_left": {
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"num_labels": 780
|
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},
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"shoulder_right": {
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|
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},
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"elbow_left": {
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"wrist_left": {
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|
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|
},
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"ankle_left": {
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|
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|
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"sem": 0.0006,
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},
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"joint_recalls": {
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"recall-0.025": 0.07239,
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"recall-0.05": 0.44852,
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}
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}
|
|
{
|
|
"total_parts": 10920,
|
|
"correct_parts": 10806,
|
|
"pcp": 0.98956
|
|
}
|
|
```
|
|
|
|
### Tsinghua
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.109176,
|
|
"demosaicing": 0.00278284,
|
|
"avg_time_2d": 0.0182905,
|
|
"avg_time_3d": 0.000181146,
|
|
"time_tracks": 9.5166e-07,
|
|
"fps": 47.0467
|
|
}
|
|
{
|
|
"triangulator_calls": 210,
|
|
"init_time": 3.0223e-06,
|
|
"undistort_time": 1.5911e-05,
|
|
"project_time": 2.70853e-06,
|
|
"match_time": 9.89257e-06,
|
|
"pairs_time": 5.23378e-06,
|
|
"pair_scoring_time": 4.18337e-05,
|
|
"grouping_time": 1.22786e-05,
|
|
"full_time": 4.92026e-05,
|
|
"merge_time": 2.1051e-05,
|
|
"post_time": 8.00654e-06,
|
|
"convert_time": 1.46814e-07,
|
|
"total_time": 0.000169521
|
|
}
|
|
{
|
|
"person_nums": {
|
|
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|
|
"total_labels": 630,
|
|
"total_preds": 630,
|
|
"considered_empty": 0,
|
|
"valid_preds": 630,
|
|
"invalid_preds": 0,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 1.0,
|
|
"f1": 1.0,
|
|
"non_empty": 630
|
|
},
|
|
"mpjpe": {
|
|
"count": 630,
|
|
"mean": 0.052814,
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
"ap-0.025": 0.0,
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
|
},
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
"sem": 0.00072,
|
|
"min": 0.021049,
|
|
"max": 0.13335,
|
|
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|
|
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|
|
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|
|
"recall-0.15": 1.0,
|
|
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|
|
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|
|
"num_labels": 630
|
|
},
|
|
"shoulder_right": {
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
"min": 0.015158,
|
|
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|
|
"recall-0.025": 0.004762,
|
|
"recall-0.05": 0.334921,
|
|
"recall-0.1": 0.965079,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
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|
|
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|
|
},
|
|
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|
|
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|
|
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|
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|
|
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|
|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
|
},
|
|
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|
|
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|
|
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|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
},
|
|
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|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
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|
|
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|
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|
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|
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|
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|
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|
|
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|
|
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|
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|
|
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|
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|
|
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|
|
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|
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|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
"recall-0.5": 1.0,
|
|
"num_labels": 625
|
|
},
|
|
"hip_left": {
|
|
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|
|
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|
|
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|
|
"std": 0.02136,
|
|
"sem": 0.000852,
|
|
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|
|
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|
|
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|
|
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|
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|
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|
|
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|
|
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|
|
"num_labels": 630
|
|
},
|
|
"hip_right": {
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
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|
|
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|
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|
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|
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|
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|
|
"num_labels": 629
|
|
},
|
|
"knee_left": {
|
|
"count": 628,
|
|
"mean": 0.047936,
|
|
"median": 0.036391,
|
|
"std": 0.046826,
|
|
"sem": 0.00187,
|
|
"min": 0.007665,
|
|
"max": 0.367525,
|
|
"recall-0.025": 0.232484,
|
|
"recall-0.05": 0.719745,
|
|
"recall-0.1": 0.93949,
|
|
"recall-0.15": 0.958599,
|
|
"recall-0.25": 0.984076,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 628
|
|
},
|
|
"knee_right": {
|
|
"count": 629,
|
|
"mean": 0.055006,
|
|
"median": 0.037933,
|
|
"std": 0.071761,
|
|
"sem": 0.002864,
|
|
"min": 0.004541,
|
|
"max": 0.495748,
|
|
"recall-0.025": 0.216216,
|
|
"recall-0.05": 0.715421,
|
|
"recall-0.1": 0.934817,
|
|
"recall-0.15": 0.952305,
|
|
"recall-0.25": 0.957075,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"ankle_left": {
|
|
"count": 619,
|
|
"mean": 0.057236,
|
|
"median": 0.043058,
|
|
"std": 0.069902,
|
|
"sem": 0.002812,
|
|
"min": 0.010858,
|
|
"max": 0.487315,
|
|
"recall-0.025": 0.092084,
|
|
"recall-0.05": 0.678514,
|
|
"recall-0.1": 0.949919,
|
|
"recall-0.15": 0.959612,
|
|
"recall-0.25": 0.966074,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 619
|
|
},
|
|
"ankle_right": {
|
|
"count": 602,
|
|
"mean": 0.047152,
|
|
"median": 0.041546,
|
|
"std": 0.044331,
|
|
"sem": 0.001808,
|
|
"min": 0.004139,
|
|
"max": 0.447056,
|
|
"recall-0.025": 0.172026,
|
|
"recall-0.05": 0.696141,
|
|
"recall-0.1": 0.940514,
|
|
"recall-0.15": 0.951768,
|
|
"recall-0.25": 0.954984,
|
|
"recall-0.5": 0.967846,
|
|
"num_labels": 622
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 8129,
|
|
"recall-0.025": 0.1101,
|
|
"recall-0.05": 0.59195,
|
|
"recall-0.1": 0.96014,
|
|
"recall-0.15": 0.98487,
|
|
"recall-0.25": 0.98917,
|
|
"recall-0.5": 0.99754
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 8725,
|
|
"correct_parts": 8613,
|
|
"pcp": 0.987163
|
|
}
|
|
```
|
|
|
|
### H3WB
|
|
|
|
##### default joints
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0235913,
|
|
"demosaicing": 0.000629685,
|
|
"avg_time_2d": 0.00831252,
|
|
"avg_time_3d": 3.5924e-05,
|
|
"time_tracks": 0,
|
|
"fps": 111.382
|
|
}
|
|
{
|
|
"triangulator_calls": 200,
|
|
"init_time": 2.50549e-06,
|
|
"undistort_time": 3.82929e-06,
|
|
"project_time": 1.548e-08,
|
|
"match_time": 1.6865e-08,
|
|
"pairs_time": 1.9984e-07,
|
|
"pair_scoring_time": 6.28122e-06,
|
|
"grouping_time": 1.34159e-06,
|
|
"full_time": 7.70199e-06,
|
|
"merge_time": 3.25516e-06,
|
|
"post_time": 4.86803e-06,
|
|
"convert_time": 5.664e-08,
|
|
"total_time": 3.03064e-05
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 200,
|
|
"total_labels": 200,
|
|
"total_preds": 200,
|
|
"considered_empty": 0,
|
|
"valid_preds": 200,
|
|
"invalid_preds": 0,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 1.0,
|
|
"f1": 1.0,
|
|
"non_empty": 200
|
|
},
|
|
"mpjpe": {
|
|
"count": 200,
|
|
"mean": 0.023651,
|
|
"median": 0.022282,
|
|
"std": 0.008704,
|
|
"sem": 0.000617,
|
|
"min": 0.010617,
|
|
"max": 0.07701,
|
|
"recall-0.025": 0.67,
|
|
"recall-0.05": 0.985,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200,
|
|
"ap-0.025": 0.587964,
|
|
"ap-0.05": 0.984394,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"nose": {
|
|
"count": 200,
|
|
"mean": 0.037471,
|
|
"median": 0.025849,
|
|
"std": 0.033736,
|
|
"sem": 0.002391,
|
|
"min": 0.003578,
|
|
"max": 0.182061,
|
|
"recall-0.025": 0.48,
|
|
"recall-0.05": 0.77,
|
|
"recall-0.1": 0.92,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_left": {
|
|
"count": 200,
|
|
"mean": 0.019542,
|
|
"median": 0.016913,
|
|
"std": 0.011441,
|
|
"sem": 0.000811,
|
|
"min": 0.003239,
|
|
"max": 0.068476,
|
|
"recall-0.025": 0.75,
|
|
"recall-0.05": 0.97,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_right": {
|
|
"count": 200,
|
|
"mean": 0.024473,
|
|
"median": 0.022001,
|
|
"std": 0.013062,
|
|
"sem": 0.000926,
|
|
"min": 0.003333,
|
|
"max": 0.089912,
|
|
"recall-0.025": 0.6,
|
|
"recall-0.05": 0.945,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"elbow_left": {
|
|
"count": 200,
|
|
"mean": 0.016917,
|
|
"median": 0.014005,
|
|
"std": 0.012098,
|
|
"sem": 0.000858,
|
|
"min": 0.002057,
|
|
"max": 0.083023,
|
|
"recall-0.025": 0.825,
|
|
"recall-0.05": 0.975,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"elbow_right": {
|
|
"count": 200,
|
|
"mean": 0.021862,
|
|
"median": 0.016362,
|
|
"std": 0.01859,
|
|
"sem": 0.001318,
|
|
"min": 0.001919,
|
|
"max": 0.113716,
|
|
"recall-0.025": 0.68,
|
|
"recall-0.05": 0.925,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_left": {
|
|
"count": 200,
|
|
"mean": 0.024778,
|
|
"median": 0.017865,
|
|
"std": 0.032387,
|
|
"sem": 0.002296,
|
|
"min": 0.000992,
|
|
"max": 0.31434,
|
|
"recall-0.025": 0.675,
|
|
"recall-0.05": 0.935,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 0.99,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_right": {
|
|
"count": 200,
|
|
"mean": 0.027136,
|
|
"median": 0.020619,
|
|
"std": 0.023658,
|
|
"sem": 0.001677,
|
|
"min": 0.001005,
|
|
"max": 0.184163,
|
|
"recall-0.025": 0.625,
|
|
"recall-0.05": 0.885,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_left": {
|
|
"count": 200,
|
|
"mean": 0.033183,
|
|
"median": 0.029266,
|
|
"std": 0.018397,
|
|
"sem": 0.001304,
|
|
"min": 0.007033,
|
|
"max": 0.150463,
|
|
"recall-0.025": 0.355,
|
|
"recall-0.05": 0.825,
|
|
"recall-0.1": 0.995,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_right": {
|
|
"count": 200,
|
|
"mean": 0.030501,
|
|
"median": 0.029556,
|
|
"std": 0.01442,
|
|
"sem": 0.001022,
|
|
"min": 0.002675,
|
|
"max": 0.075937,
|
|
"recall-0.025": 0.37,
|
|
"recall-0.05": 0.9,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"knee_left": {
|
|
"count": 200,
|
|
"mean": 0.021163,
|
|
"median": 0.014626,
|
|
"std": 0.028913,
|
|
"sem": 0.00205,
|
|
"min": 0.002767,
|
|
"max": 0.277156,
|
|
"recall-0.025": 0.78,
|
|
"recall-0.05": 0.96,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"knee_right": {
|
|
"count": 200,
|
|
"mean": 0.017396,
|
|
"median": 0.013855,
|
|
"std": 0.01809,
|
|
"sem": 0.001282,
|
|
"min": 0.001389,
|
|
"max": 0.180907,
|
|
"recall-0.025": 0.83,
|
|
"recall-0.05": 0.985,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_left": {
|
|
"count": 200,
|
|
"mean": 0.015375,
|
|
"median": 0.011036,
|
|
"std": 0.023223,
|
|
"sem": 0.001646,
|
|
"min": 0.001616,
|
|
"max": 0.260494,
|
|
"recall-0.025": 0.93,
|
|
"recall-0.05": 0.975,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_right": {
|
|
"count": 200,
|
|
"mean": 0.017668,
|
|
"median": 0.010219,
|
|
"std": 0.031758,
|
|
"sem": 0.002251,
|
|
"min": 0.00132,
|
|
"max": 0.333612,
|
|
"recall-0.025": 0.885,
|
|
"recall-0.05": 0.955,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 2600,
|
|
"recall-0.025": 0.67577,
|
|
"recall-0.05": 0.92346,
|
|
"recall-0.1": 0.98462,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.99808,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 2800,
|
|
"correct_parts": 2796,
|
|
"pcp": 0.998571
|
|
}
|
|
```
|
|
|
|
##### whole-body
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0234196,
|
|
"demosaicing": 0.000593971,
|
|
"avg_time_2d": 0.0114823,
|
|
"avg_time_3d": 0.000122483,
|
|
"time_tracks": 0,
|
|
"fps": 81.9754
|
|
}
|
|
{
|
|
"triangulator_calls": 200,
|
|
"init_time": 2.87368e-06,
|
|
"undistort_time": 2.52289e-05,
|
|
"project_time": 1.6155e-08,
|
|
"match_time": 1.621e-08,
|
|
"pairs_time": 1.89415e-07,
|
|
"pair_scoring_time": 5.94676e-06,
|
|
"grouping_time": 1.37823e-06,
|
|
"full_time": 4.40063e-05,
|
|
"merge_time": 1.42778e-05,
|
|
"post_time": 2.30319e-05,
|
|
"convert_time": 3.4937e-07,
|
|
"total_time": 0.000117547
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 200,
|
|
"total_labels": 200,
|
|
"total_preds": 200,
|
|
"considered_empty": 0,
|
|
"valid_preds": 200,
|
|
"invalid_preds": 0,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 1.0,
|
|
"f1": 1.0,
|
|
"non_empty": 200
|
|
},
|
|
"mpjpe": {
|
|
"count": 200,
|
|
"mean": 0.04567,
|
|
"median": 0.042488,
|
|
"std": 0.01579,
|
|
"sem": 0.001119,
|
|
"min": 0.02021,
|
|
"max": 0.097066,
|
|
"recall-0.025": 0.025,
|
|
"recall-0.05": 0.715,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200,
|
|
"ap-0.025": 0.01062,
|
|
"ap-0.05": 0.62701,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"nose": {
|
|
"count": 200,
|
|
"mean": 0.047652,
|
|
"median": 0.031058,
|
|
"std": 0.040438,
|
|
"sem": 0.002867,
|
|
"min": 0.003116,
|
|
"max": 0.214291,
|
|
"recall-0.025": 0.41,
|
|
"recall-0.05": 0.665,
|
|
"recall-0.1": 0.86,
|
|
"recall-0.15": 0.98,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"eye_left": {
|
|
"count": 200,
|
|
"mean": 0.039569,
|
|
"median": 0.027184,
|
|
"std": 0.032373,
|
|
"sem": 0.002295,
|
|
"min": 0.006846,
|
|
"max": 0.176459,
|
|
"recall-0.025": 0.445,
|
|
"recall-0.05": 0.77,
|
|
"recall-0.1": 0.925,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"eye_right": {
|
|
"count": 200,
|
|
"mean": 0.045434,
|
|
"median": 0.032483,
|
|
"std": 0.036927,
|
|
"sem": 0.002618,
|
|
"min": 0.003578,
|
|
"max": 0.213848,
|
|
"recall-0.025": 0.405,
|
|
"recall-0.05": 0.64,
|
|
"recall-0.1": 0.915,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ear_left": {
|
|
"count": 200,
|
|
"mean": 0.030034,
|
|
"median": 0.024802,
|
|
"std": 0.023356,
|
|
"sem": 0.001656,
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"max": 0.406631,
|
|
"recall-0.025": 0.47,
|
|
"recall-0.05": 0.755,
|
|
"recall-0.1": 0.89,
|
|
"recall-0.15": 0.93,
|
|
"recall-0.25": 0.975,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_middle_right_4": {
|
|
"count": 200,
|
|
"mean": 0.045748,
|
|
"median": 0.025603,
|
|
"std": 0.060627,
|
|
"sem": 0.004298,
|
|
"min": 0.003879,
|
|
"max": 0.373576,
|
|
"recall-0.025": 0.49,
|
|
"recall-0.05": 0.79,
|
|
"recall-0.1": 0.92,
|
|
"recall-0.15": 0.94,
|
|
"recall-0.25": 0.975,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_1": {
|
|
"count": 200,
|
|
"mean": 0.05083,
|
|
"median": 0.027124,
|
|
"std": 0.062694,
|
|
"sem": 0.004444,
|
|
"min": 0.003209,
|
|
"max": 0.462207,
|
|
"recall-0.025": 0.48,
|
|
"recall-0.05": 0.715,
|
|
"recall-0.1": 0.87,
|
|
"recall-0.15": 0.93,
|
|
"recall-0.25": 0.985,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_2": {
|
|
"count": 200,
|
|
"mean": 0.052183,
|
|
"median": 0.027849,
|
|
"std": 0.063391,
|
|
"sem": 0.004494,
|
|
"min": 0.003769,
|
|
"max": 0.400004,
|
|
"recall-0.025": 0.45,
|
|
"recall-0.05": 0.685,
|
|
"recall-0.1": 0.855,
|
|
"recall-0.15": 0.925,
|
|
"recall-0.25": 0.98,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_3": {
|
|
"count": 200,
|
|
"mean": 0.053302,
|
|
"median": 0.028206,
|
|
"std": 0.065932,
|
|
"sem": 0.004674,
|
|
"min": 0.002826,
|
|
"max": 0.486832,
|
|
"recall-0.025": 0.43,
|
|
"recall-0.05": 0.68,
|
|
"recall-0.1": 0.85,
|
|
"recall-0.15": 0.93,
|
|
"recall-0.25": 0.985,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_4": {
|
|
"count": 200,
|
|
"mean": 0.044232,
|
|
"median": 0.027054,
|
|
"std": 0.054865,
|
|
"sem": 0.003889,
|
|
"min": 0.003758,
|
|
"max": 0.373097,
|
|
"recall-0.025": 0.46,
|
|
"recall-0.05": 0.78,
|
|
"recall-0.1": 0.905,
|
|
"recall-0.15": 0.96,
|
|
"recall-0.25": 0.975,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_1": {
|
|
"count": 200,
|
|
"mean": 0.047081,
|
|
"median": 0.027647,
|
|
"std": 0.060683,
|
|
"sem": 0.004302,
|
|
"min": 0.003255,
|
|
"max": 0.464376,
|
|
"recall-0.025": 0.455,
|
|
"recall-0.05": 0.755,
|
|
"recall-0.1": 0.895,
|
|
"recall-0.15": 0.945,
|
|
"recall-0.25": 0.99,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_2": {
|
|
"count": 200,
|
|
"mean": 0.053941,
|
|
"median": 0.031731,
|
|
"std": 0.060903,
|
|
"sem": 0.004317,
|
|
"min": 0.003159,
|
|
"max": 0.47849,
|
|
"recall-0.025": 0.365,
|
|
"recall-0.05": 0.705,
|
|
"recall-0.1": 0.845,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.985,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_3": {
|
|
"count": 200,
|
|
"mean": 0.050372,
|
|
"median": 0.030126,
|
|
"std": 0.058982,
|
|
"sem": 0.004181,
|
|
"min": 0.003756,
|
|
"max": 0.4804,
|
|
"recall-0.025": 0.38,
|
|
"recall-0.05": 0.745,
|
|
"recall-0.1": 0.855,
|
|
"recall-0.15": 0.925,
|
|
"recall-0.25": 0.985,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_4": {
|
|
"count": 200,
|
|
"mean": 0.043756,
|
|
"median": 0.029359,
|
|
"std": 0.049184,
|
|
"sem": 0.003487,
|
|
"min": 0.002073,
|
|
"max": 0.363855,
|
|
"recall-0.025": 0.41,
|
|
"recall-0.05": 0.78,
|
|
"recall-0.1": 0.91,
|
|
"recall-0.15": 0.965,
|
|
"recall-0.25": 0.985,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_middle": {
|
|
"count": 200,
|
|
"mean": 0.03242,
|
|
"median": 0.028986,
|
|
"std": 0.017918,
|
|
"sem": 0.00127,
|
|
"min": 0.004262,
|
|
"max": 0.123291,
|
|
"recall-0.025": 0.385,
|
|
"recall-0.05": 0.87,
|
|
"recall-0.1": 0.995,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_middle": {
|
|
"count": 200,
|
|
"mean": 0.020581,
|
|
"median": 0.018273,
|
|
"std": 0.01032,
|
|
"sem": 0.000732,
|
|
"min": 0.003021,
|
|
"max": 0.053146,
|
|
"recall-0.025": 0.715,
|
|
"recall-0.05": 0.985,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"head": {
|
|
"count": 200,
|
|
"mean": 0.032468,
|
|
"median": 0.029463,
|
|
"std": 0.018886,
|
|
"sem": 0.001339,
|
|
"min": 0.001835,
|
|
"max": 0.129751,
|
|
"recall-0.025": 0.395,
|
|
"recall-0.05": 0.855,
|
|
"recall-0.1": 0.995,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"body_errors": {
|
|
"body": {
|
|
"count": 5200,
|
|
"mean": 0.029205,
|
|
"median": 0.022467,
|
|
"std": 0.025707,
|
|
"sem": 0.001822,
|
|
"min": 0.002735,
|
|
"max": 0.193735,
|
|
"num_labels": 5200
|
|
},
|
|
"face": {
|
|
"count": 13596,
|
|
"mean": 0.05414,
|
|
"median": 0.038586,
|
|
"std": 0.044177,
|
|
"sem": 0.003132,
|
|
"min": 0.004212,
|
|
"max": 0.266198,
|
|
"num_labels": 13600
|
|
},
|
|
"hand": {
|
|
"count": 8400,
|
|
"mean": 0.041889,
|
|
"median": 0.025037,
|
|
"std": 0.049287,
|
|
"sem": 0.003494,
|
|
"min": 0.002704,
|
|
"max": 0.346637,
|
|
"num_labels": 8400
|
|
}
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 27200,
|
|
"recall-0.025": 0.45827,
|
|
"recall-0.05": 0.70857,
|
|
"recall-0.1": 0.88331,
|
|
"recall-0.15": 0.95658,
|
|
"recall-0.25": 0.9936,
|
|
"recall-0.5": 0.99985
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 2800,
|
|
"correct_parts": 2791,
|
|
"pcp": 0.996786
|
|
}
|
|
```
|
|
|
|
### EgoHumans
|
|
|
|
##### tagging
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.296396,
|
|
"demosaicing": 0.0109835,
|
|
"avg_time_2d": 0.0274345,
|
|
"avg_time_3d": 0.000302427,
|
|
"time_tracks": 2.3222e-06,
|
|
"fps": 25.8246
|
|
}
|
|
{
|
|
"triangulator_calls": 100,
|
|
"init_time": 3.71065e-06,
|
|
"undistort_time": 2.39244e-05,
|
|
"project_time": 5.87787e-06,
|
|
"match_time": 1.93786e-05,
|
|
"pairs_time": 1.90562e-05,
|
|
"pair_scoring_time": 7.28914e-05,
|
|
"grouping_time": 2.82991e-05,
|
|
"full_time": 7.00339e-05,
|
|
"merge_time": 3.26347e-05,
|
|
"post_time": 1.03018e-05,
|
|
"convert_time": 2.2031e-07,
|
|
"total_time": 0.000286564
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 100,
|
|
"total_labels": 400,
|
|
"total_preds": 440,
|
|
"considered_empty": 0,
|
|
"valid_preds": 400,
|
|
"invalid_preds": 40,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.09091,
|
|
"precision": 0.90909,
|
|
"recall": 1.0,
|
|
"f1": 0.95238,
|
|
"non_empty": 440
|
|
},
|
|
"mpjpe": {
|
|
"count": 400,
|
|
"mean": 0.048086,
|
|
"median": 0.03277,
|
|
"std": 0.042332,
|
|
"sem": 0.002119,
|
|
"min": 0.014478,
|
|
"max": 0.293976,
|
|
"recall-0.025": 0.23,
|
|
"recall-0.05": 0.7525,
|
|
"recall-0.1": 0.8925,
|
|
"recall-0.15": 0.9625,
|
|
"recall-0.25": 0.985,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400,
|
|
"ap-0.025": 0.079127,
|
|
"ap-0.05": 0.721744,
|
|
"ap-0.1": 0.888083,
|
|
"ap-0.15": 0.959641,
|
|
"ap-0.25": 0.982717,
|
|
"ap-0.5": 0.99905
|
|
},
|
|
"head": {
|
|
"count": 400,
|
|
"mean": 0.042894,
|
|
"median": 0.037183,
|
|
"std": 0.030292,
|
|
"sem": 0.001516,
|
|
"min": 0.002942,
|
|
"max": 0.356496,
|
|
"recall-0.025": 0.2225,
|
|
"recall-0.05": 0.7225,
|
|
"recall-0.1": 0.9725,
|
|
"recall-0.15": 0.9875,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"shoulder_left": {
|
|
"count": 400,
|
|
"mean": 0.036904,
|
|
"median": 0.031614,
|
|
"std": 0.032302,
|
|
"sem": 0.001617,
|
|
"min": 0.003244,
|
|
"max": 0.443177,
|
|
"recall-0.025": 0.34,
|
|
"recall-0.05": 0.8225,
|
|
"recall-0.1": 0.9825,
|
|
"recall-0.15": 0.9925,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"shoulder_right": {
|
|
"count": 400,
|
|
"mean": 0.038642,
|
|
"median": 0.031509,
|
|
"std": 0.032435,
|
|
"sem": 0.001624,
|
|
"min": 0.002905,
|
|
"max": 0.276902,
|
|
"recall-0.025": 0.3225,
|
|
"recall-0.05": 0.8175,
|
|
"recall-0.1": 0.96,
|
|
"recall-0.15": 0.9825,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"elbow_left": {
|
|
"count": 400,
|
|
"mean": 0.029274,
|
|
"median": 0.024454,
|
|
"std": 0.029384,
|
|
"sem": 0.001471,
|
|
"min": 0.003375,
|
|
"max": 0.38953,
|
|
"recall-0.025": 0.52,
|
|
"recall-0.05": 0.93,
|
|
"recall-0.1": 0.9775,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"elbow_right": {
|
|
"count": 400,
|
|
"mean": 0.036488,
|
|
"median": 0.02897,
|
|
"std": 0.032181,
|
|
"sem": 0.001611,
|
|
"min": 0.00479,
|
|
"max": 0.324817,
|
|
"recall-0.025": 0.4075,
|
|
"recall-0.05": 0.83,
|
|
"recall-0.1": 0.9675,
|
|
"recall-0.15": 0.9875,
|
|
"recall-0.25": 0.9925,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_left": {
|
|
"count": 400,
|
|
"mean": 0.035955,
|
|
"median": 0.027174,
|
|
"std": 0.031856,
|
|
"sem": 0.001595,
|
|
"min": 0.002868,
|
|
"max": 0.283793,
|
|
"recall-0.025": 0.45,
|
|
"recall-0.05": 0.835,
|
|
"recall-0.1": 0.955,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_right": {
|
|
"count": 399,
|
|
"mean": 0.044852,
|
|
"median": 0.027452,
|
|
"std": 0.051701,
|
|
"sem": 0.002592,
|
|
"min": 0.002935,
|
|
"max": 0.45148,
|
|
"recall-0.025": 0.435,
|
|
"recall-0.05": 0.7575,
|
|
"recall-0.1": 0.9025,
|
|
"recall-0.15": 0.9475,
|
|
"recall-0.25": 0.9875,
|
|
"recall-0.5": 0.9975,
|
|
"num_labels": 400
|
|
},
|
|
"hip_left": {
|
|
"count": 400,
|
|
"mean": 0.046085,
|
|
"median": 0.038349,
|
|
"std": 0.028727,
|
|
"sem": 0.001438,
|
|
"min": 0.006071,
|
|
"max": 0.165726,
|
|
"recall-0.025": 0.2475,
|
|
"recall-0.05": 0.675,
|
|
"recall-0.1": 0.95,
|
|
"recall-0.15": 0.9975,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"hip_right": {
|
|
"count": 400,
|
|
"mean": 0.051407,
|
|
"median": 0.03767,
|
|
"std": 0.042695,
|
|
"sem": 0.002137,
|
|
"min": 0.002339,
|
|
"max": 0.26692,
|
|
"recall-0.025": 0.2575,
|
|
"recall-0.05": 0.6675,
|
|
"recall-0.1": 0.875,
|
|
"recall-0.15": 0.9475,
|
|
"recall-0.25": 0.9975,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"knee_left": {
|
|
"count": 400,
|
|
"mean": 0.041769,
|
|
"median": 0.02624,
|
|
"std": 0.054904,
|
|
"sem": 0.002749,
|
|
"min": 0.002518,
|
|
"max": 0.460411,
|
|
"recall-0.025": 0.4725,
|
|
"recall-0.05": 0.83,
|
|
"recall-0.1": 0.935,
|
|
"recall-0.15": 0.9575,
|
|
"recall-0.25": 0.99,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"knee_right": {
|
|
"count": 394,
|
|
"mean": 0.050653,
|
|
"median": 0.025753,
|
|
"std": 0.085967,
|
|
"sem": 0.004336,
|
|
"min": 0.001908,
|
|
"max": 0.491857,
|
|
"recall-0.025": 0.4775,
|
|
"recall-0.05": 0.7925,
|
|
"recall-0.1": 0.9075,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.93,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 400
|
|
},
|
|
"ankle_left": {
|
|
"count": 394,
|
|
"mean": 0.045864,
|
|
"median": 0.025435,
|
|
"std": 0.066629,
|
|
"sem": 0.003361,
|
|
"min": 0.001894,
|
|
"max": 0.471595,
|
|
"recall-0.025": 0.4825,
|
|
"recall-0.05": 0.7725,
|
|
"recall-0.1": 0.9025,
|
|
"recall-0.15": 0.9375,
|
|
"recall-0.25": 0.9525,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 400
|
|
},
|
|
"ankle_right": {
|
|
"count": 380,
|
|
"mean": 0.072469,
|
|
"median": 0.030738,
|
|
"std": 0.103524,
|
|
"sem": 0.005318,
|
|
"min": 0.003144,
|
|
"max": 0.481312,
|
|
"recall-0.025": 0.39,
|
|
"recall-0.05": 0.65,
|
|
"recall-0.1": 0.7775,
|
|
"recall-0.15": 0.805,
|
|
"recall-0.25": 0.8775,
|
|
"recall-0.5": 0.95,
|
|
"num_labels": 400
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 5200,
|
|
"recall-0.025": 0.38654,
|
|
"recall-0.05": 0.77712,
|
|
"recall-0.1": 0.92808,
|
|
"recall-0.15": 0.95673,
|
|
"recall-0.25": 0.97712,
|
|
"recall-0.5": 0.99365
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5600,
|
|
"correct_parts": 5457,
|
|
"pcp": 0.974464
|
|
}
|
|
```
|
|
|
|
##### legoassemble
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.278285,
|
|
"demosaicing": 0.0110585,
|
|
"avg_time_2d": 0.0239786,
|
|
"avg_time_3d": 0.000251731,
|
|
"time_tracks": 9.95126e-07,
|
|
"fps": 28.3367
|
|
}
|
|
{
|
|
"triangulator_calls": 121,
|
|
"init_time": 3.60429e-06,
|
|
"undistort_time": 1.8677e-05,
|
|
"project_time": 3.7664e-06,
|
|
"match_time": 1.28861e-05,
|
|
"pairs_time": 9.90012e-06,
|
|
"pair_scoring_time": 6.27622e-05,
|
|
"grouping_time": 1.80751e-05,
|
|
"full_time": 7.07869e-05,
|
|
"merge_time": 3.37148e-05,
|
|
"post_time": 8.32524e-06,
|
|
"convert_time": 1.54793e-07,
|
|
"total_time": 0.000242887
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 121,
|
|
"total_labels": 363,
|
|
"total_preds": 363,
|
|
"considered_empty": 0,
|
|
"valid_preds": 363,
|
|
"invalid_preds": 0,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 1.0,
|
|
"f1": 1.0,
|
|
"non_empty": 363
|
|
},
|
|
"mpjpe": {
|
|
"count": 363,
|
|
"mean": 0.025306,
|
|
"median": 0.024368,
|
|
"std": 0.007121,
|
|
"sem": 0.000374,
|
|
"min": 0.011428,
|
|
"max": 0.052149,
|
|
"recall-0.025": 0.5427,
|
|
"recall-0.05": 0.997245,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363,
|
|
"ap-0.025": 0.318177,
|
|
"ap-0.05": 0.996046,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 363,
|
|
"mean": 0.0272,
|
|
"median": 0.023301,
|
|
"std": 0.016715,
|
|
"sem": 0.000878,
|
|
"min": 0.000467,
|
|
"max": 0.087506,
|
|
"recall-0.025": 0.570248,
|
|
"recall-0.05": 0.895317,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"shoulder_left": {
|
|
"count": 363,
|
|
"mean": 0.026817,
|
|
"median": 0.020888,
|
|
"std": 0.020968,
|
|
"sem": 0.001102,
|
|
"min": 0.002809,
|
|
"max": 0.15058,
|
|
"recall-0.025": 0.608815,
|
|
"recall-0.05": 0.903581,
|
|
"recall-0.1": 0.980716,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"shoulder_right": {
|
|
"count": 363,
|
|
"mean": 0.023022,
|
|
"median": 0.020098,
|
|
"std": 0.012945,
|
|
"sem": 0.00068,
|
|
"min": 0.002877,
|
|
"max": 0.101877,
|
|
"recall-0.025": 0.625344,
|
|
"recall-0.05": 0.964187,
|
|
"recall-0.1": 0.997245,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"elbow_left": {
|
|
"count": 363,
|
|
"mean": 0.021877,
|
|
"median": 0.018783,
|
|
"std": 0.015417,
|
|
"sem": 0.00081,
|
|
"min": 0.001506,
|
|
"max": 0.207187,
|
|
"recall-0.025": 0.707989,
|
|
"recall-0.05": 0.964187,
|
|
"recall-0.1": 0.997245,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"elbow_right": {
|
|
"count": 363,
|
|
"mean": 0.018189,
|
|
"median": 0.016652,
|
|
"std": 0.009525,
|
|
"sem": 0.000501,
|
|
"min": 0.00268,
|
|
"max": 0.067884,
|
|
"recall-0.025": 0.815427,
|
|
"recall-0.05": 0.988981,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"wrist_left": {
|
|
"count": 363,
|
|
"mean": 0.022654,
|
|
"median": 0.018212,
|
|
"std": 0.01792,
|
|
"sem": 0.000942,
|
|
"min": 0.002167,
|
|
"max": 0.203248,
|
|
"recall-0.025": 0.702479,
|
|
"recall-0.05": 0.944904,
|
|
"recall-0.1": 0.991736,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"wrist_right": {
|
|
"count": 363,
|
|
"mean": 0.019365,
|
|
"median": 0.017935,
|
|
"std": 0.010844,
|
|
"sem": 0.00057,
|
|
"min": 0.002229,
|
|
"max": 0.077607,
|
|
"recall-0.025": 0.785124,
|
|
"recall-0.05": 0.983471,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"hip_left": {
|
|
"count": 363,
|
|
"mean": 0.030694,
|
|
"median": 0.026317,
|
|
"std": 0.016822,
|
|
"sem": 0.000884,
|
|
"min": 0.005167,
|
|
"max": 0.101401,
|
|
"recall-0.025": 0.4573,
|
|
"recall-0.05": 0.856749,
|
|
"recall-0.1": 0.997245,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"hip_right": {
|
|
"count": 363,
|
|
"mean": 0.031374,
|
|
"median": 0.028633,
|
|
"std": 0.017032,
|
|
"sem": 0.000895,
|
|
"min": 0.001927,
|
|
"max": 0.130368,
|
|
"recall-0.025": 0.38292,
|
|
"recall-0.05": 0.889807,
|
|
"recall-0.1": 0.991736,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"knee_left": {
|
|
"count": 363,
|
|
"mean": 0.028633,
|
|
"median": 0.020813,
|
|
"std": 0.023924,
|
|
"sem": 0.001257,
|
|
"min": 0.001678,
|
|
"max": 0.128791,
|
|
"recall-0.025": 0.61708,
|
|
"recall-0.05": 0.85124,
|
|
"recall-0.1": 0.966942,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"knee_right": {
|
|
"count": 363,
|
|
"mean": 0.023425,
|
|
"median": 0.02029,
|
|
"std": 0.013376,
|
|
"sem": 0.000703,
|
|
"min": 0.001885,
|
|
"max": 0.067752,
|
|
"recall-0.025": 0.619835,
|
|
"recall-0.05": 0.944904,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"ankle_left": {
|
|
"count": 363,
|
|
"mean": 0.027936,
|
|
"median": 0.021889,
|
|
"std": 0.022417,
|
|
"sem": 0.001178,
|
|
"min": 0.001821,
|
|
"max": 0.198192,
|
|
"recall-0.025": 0.597796,
|
|
"recall-0.05": 0.895317,
|
|
"recall-0.1": 0.980716,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"ankle_right": {
|
|
"count": 363,
|
|
"mean": 0.027787,
|
|
"median": 0.021428,
|
|
"std": 0.022318,
|
|
"sem": 0.001173,
|
|
"min": 0.00376,
|
|
"max": 0.175015,
|
|
"recall-0.025": 0.578512,
|
|
"recall-0.05": 0.884298,
|
|
"recall-0.1": 0.977961,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4719,
|
|
"recall-0.025": 0.6192,
|
|
"recall-0.05": 0.91926,
|
|
"recall-0.1": 0.9894,
|
|
"recall-0.15": 0.99788,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5082,
|
|
"correct_parts": 5081,
|
|
"pcp": 0.999803
|
|
}
|
|
```
|
|
|
|
##### fencing
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.299902,
|
|
"demosaicing": 0.0126655,
|
|
"avg_time_2d": 0.0290299,
|
|
"avg_time_3d": 0.000444933,
|
|
"time_tracks": 2.21974e-06,
|
|
"fps": 23.729
|
|
}
|
|
{
|
|
"triangulator_calls": 166,
|
|
"init_time": 4.89887e-06,
|
|
"undistort_time": 2.5718e-05,
|
|
"project_time": 6.0061e-06,
|
|
"match_time": 2.35875e-05,
|
|
"pairs_time": 2.54117e-05,
|
|
"pair_scoring_time": 0.000109867,
|
|
"grouping_time": 3.66523e-05,
|
|
"full_time": 0.00012651,
|
|
"merge_time": 5.94845e-05,
|
|
"post_time": 1.05036e-05,
|
|
"convert_time": 2.23861e-07,
|
|
"total_time": 0.000429098
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 166,
|
|
"total_labels": 332,
|
|
"total_preds": 664,
|
|
"considered_empty": 0,
|
|
"valid_preds": 332,
|
|
"invalid_preds": 332,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.5,
|
|
"precision": 0.5,
|
|
"recall": 1.0,
|
|
"f1": 0.66667,
|
|
"non_empty": 664
|
|
},
|
|
"mpjpe": {
|
|
"count": 332,
|
|
"mean": 0.023954,
|
|
"median": 0.020536,
|
|
"std": 0.00854,
|
|
"sem": 0.000469,
|
|
"min": 0.011694,
|
|
"max": 0.053819,
|
|
"recall-0.025": 0.662651,
|
|
"recall-0.05": 0.987952,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332,
|
|
"ap-0.025": 0.342732,
|
|
"ap-0.05": 0.694248,
|
|
"ap-0.1": 0.72186,
|
|
"ap-0.15": 0.72186,
|
|
"ap-0.25": 0.72186,
|
|
"ap-0.5": 0.72186
|
|
},
|
|
"head": {
|
|
"count": 332,
|
|
"mean": 0.039815,
|
|
"median": 0.03972,
|
|
"std": 0.020291,
|
|
"sem": 0.001115,
|
|
"min": 0.003048,
|
|
"max": 0.102672,
|
|
"recall-0.025": 0.286145,
|
|
"recall-0.05": 0.683735,
|
|
"recall-0.1": 0.996988,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"shoulder_left": {
|
|
"count": 332,
|
|
"mean": 0.023126,
|
|
"median": 0.020606,
|
|
"std": 0.012196,
|
|
"sem": 0.00067,
|
|
"min": 0.001007,
|
|
"max": 0.083282,
|
|
"recall-0.025": 0.704819,
|
|
"recall-0.05": 0.960843,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"shoulder_right": {
|
|
"count": 332,
|
|
"mean": 0.028154,
|
|
"median": 0.020496,
|
|
"std": 0.02177,
|
|
"sem": 0.001197,
|
|
"min": 0.002427,
|
|
"max": 0.145471,
|
|
"recall-0.025": 0.626506,
|
|
"recall-0.05": 0.870482,
|
|
"recall-0.1": 0.990964,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"elbow_left": {
|
|
"count": 332,
|
|
"mean": 0.018821,
|
|
"median": 0.015945,
|
|
"std": 0.010415,
|
|
"sem": 0.000572,
|
|
"min": 0.002444,
|
|
"max": 0.072498,
|
|
"recall-0.025": 0.777108,
|
|
"recall-0.05": 0.98494,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"elbow_right": {
|
|
"count": 332,
|
|
"mean": 0.023408,
|
|
"median": 0.019392,
|
|
"std": 0.01566,
|
|
"sem": 0.000861,
|
|
"min": 0.001531,
|
|
"max": 0.115047,
|
|
"recall-0.025": 0.710843,
|
|
"recall-0.05": 0.924699,
|
|
"recall-0.1": 0.996988,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"wrist_left": {
|
|
"count": 332,
|
|
"mean": 0.018863,
|
|
"median": 0.012662,
|
|
"std": 0.017386,
|
|
"sem": 0.000956,
|
|
"min": 0.000702,
|
|
"max": 0.105623,
|
|
"recall-0.025": 0.762048,
|
|
"recall-0.05": 0.930723,
|
|
"recall-0.1": 0.990964,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"wrist_right": {
|
|
"count": 332,
|
|
"mean": 0.024466,
|
|
"median": 0.018932,
|
|
"std": 0.018738,
|
|
"sem": 0.00103,
|
|
"min": 0.003551,
|
|
"max": 0.177674,
|
|
"recall-0.025": 0.668675,
|
|
"recall-0.05": 0.906627,
|
|
"recall-0.1": 0.993976,
|
|
"recall-0.15": 0.996988,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"hip_left": {
|
|
"count": 332,
|
|
"mean": 0.029139,
|
|
"median": 0.025055,
|
|
"std": 0.016957,
|
|
"sem": 0.000932,
|
|
"min": 0.005687,
|
|
"max": 0.10606,
|
|
"recall-0.025": 0.493976,
|
|
"recall-0.05": 0.906627,
|
|
"recall-0.1": 0.996988,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"hip_right": {
|
|
"count": 332,
|
|
"mean": 0.02948,
|
|
"median": 0.025936,
|
|
"std": 0.015799,
|
|
"sem": 0.000868,
|
|
"min": 0.001515,
|
|
"max": 0.106962,
|
|
"recall-0.025": 0.48494,
|
|
"recall-0.05": 0.921687,
|
|
"recall-0.1": 0.993976,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"knee_left": {
|
|
"count": 332,
|
|
"mean": 0.020692,
|
|
"median": 0.015036,
|
|
"std": 0.015626,
|
|
"sem": 0.000859,
|
|
"min": 0.001242,
|
|
"max": 0.099969,
|
|
"recall-0.025": 0.753012,
|
|
"recall-0.05": 0.927711,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"knee_right": {
|
|
"count": 332,
|
|
"mean": 0.019317,
|
|
"median": 0.014134,
|
|
"std": 0.015964,
|
|
"sem": 0.000877,
|
|
"min": 0.001764,
|
|
"max": 0.103151,
|
|
"recall-0.025": 0.743976,
|
|
"recall-0.05": 0.942771,
|
|
"recall-0.1": 0.996988,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"ankle_left": {
|
|
"count": 332,
|
|
"mean": 0.013369,
|
|
"median": 0.010171,
|
|
"std": 0.009537,
|
|
"sem": 0.000524,
|
|
"min": 0.001511,
|
|
"max": 0.058708,
|
|
"recall-0.025": 0.888554,
|
|
"recall-0.05": 0.996988,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"ankle_right": {
|
|
"count": 332,
|
|
"mean": 0.022756,
|
|
"median": 0.0207,
|
|
"std": 0.013506,
|
|
"sem": 0.000742,
|
|
"min": 0.002687,
|
|
"max": 0.107519,
|
|
"recall-0.025": 0.76506,
|
|
"recall-0.05": 0.951807,
|
|
"recall-0.1": 0.993976,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4316,
|
|
"recall-0.025": 0.66474,
|
|
"recall-0.05": 0.91543,
|
|
"recall-0.1": 0.99629,
|
|
"recall-0.15": 0.99977,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4648,
|
|
"correct_parts": 4648,
|
|
"pcp": 1.0
|
|
}
|
|
```
|
|
|
|
##### basketball
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.292579,
|
|
"demosaicing": 0.0110868,
|
|
"avg_time_2d": 0.0281903,
|
|
"avg_time_3d": 0.000412008,
|
|
"time_tracks": 2.30442e-06,
|
|
"fps": 25.1944
|
|
}
|
|
{
|
|
"triangulator_calls": 110,
|
|
"init_time": 4.04995e-06,
|
|
"undistort_time": 2.45463e-05,
|
|
"project_time": 5.12282e-06,
|
|
"match_time": 2.29104e-05,
|
|
"pairs_time": 2.32846e-05,
|
|
"pair_scoring_time": 0.00010895,
|
|
"grouping_time": 5.09008e-05,
|
|
"full_time": 0.000103292,
|
|
"merge_time": 4.60682e-05,
|
|
"post_time": 1.02196e-05,
|
|
"convert_time": 2.05991e-07,
|
|
"total_time": 0.000399788
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 110,
|
|
"total_labels": 330,
|
|
"total_preds": 440,
|
|
"considered_empty": 0,
|
|
"valid_preds": 330,
|
|
"invalid_preds": 110,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.25,
|
|
"precision": 0.75,
|
|
"recall": 1.0,
|
|
"f1": 0.85714,
|
|
"non_empty": 440
|
|
},
|
|
"mpjpe": {
|
|
"count": 330,
|
|
"mean": 0.040993,
|
|
"median": 0.037063,
|
|
"std": 0.01607,
|
|
"sem": 0.000886,
|
|
"min": 0.018223,
|
|
"max": 0.119589,
|
|
"recall-0.025": 0.09697,
|
|
"recall-0.05": 0.772727,
|
|
"recall-0.1": 0.993939,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330,
|
|
"ap-0.025": 0.011594,
|
|
"ap-0.05": 0.506581,
|
|
"ap-0.1": 0.752409,
|
|
"ap-0.15": 0.761225,
|
|
"ap-0.25": 0.761225,
|
|
"ap-0.5": 0.761225
|
|
},
|
|
"head": {
|
|
"count": 330,
|
|
"mean": 0.048317,
|
|
"median": 0.04226,
|
|
"std": 0.026463,
|
|
"sem": 0.001459,
|
|
"min": 0.00847,
|
|
"max": 0.15047,
|
|
"recall-0.025": 0.151515,
|
|
"recall-0.05": 0.636364,
|
|
"recall-0.1": 0.954545,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"shoulder_left": {
|
|
"count": 330,
|
|
"mean": 0.046453,
|
|
"median": 0.042708,
|
|
"std": 0.024694,
|
|
"sem": 0.001361,
|
|
"min": 0.004988,
|
|
"max": 0.149762,
|
|
"recall-0.025": 0.175758,
|
|
"recall-0.05": 0.645455,
|
|
"recall-0.1": 0.972727,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"shoulder_right": {
|
|
"count": 330,
|
|
"mean": 0.041233,
|
|
"median": 0.036644,
|
|
"std": 0.023003,
|
|
"sem": 0.001268,
|
|
"min": 0.004716,
|
|
"max": 0.124034,
|
|
"recall-0.025": 0.233333,
|
|
"recall-0.05": 0.769697,
|
|
"recall-0.1": 0.960606,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"elbow_left": {
|
|
"count": 330,
|
|
"mean": 0.044261,
|
|
"median": 0.037232,
|
|
"std": 0.027836,
|
|
"sem": 0.001535,
|
|
"min": 0.002527,
|
|
"max": 0.211827,
|
|
"recall-0.025": 0.248485,
|
|
"recall-0.05": 0.672727,
|
|
"recall-0.1": 0.951515,
|
|
"recall-0.15": 0.993939,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"elbow_right": {
|
|
"count": 330,
|
|
"mean": 0.042961,
|
|
"median": 0.036377,
|
|
"std": 0.027577,
|
|
"sem": 0.00152,
|
|
"min": 0.00202,
|
|
"max": 0.173688,
|
|
"recall-0.025": 0.260606,
|
|
"recall-0.05": 0.681818,
|
|
"recall-0.1": 0.960606,
|
|
"recall-0.15": 0.987879,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"wrist_left": {
|
|
"count": 329,
|
|
"mean": 0.046821,
|
|
"median": 0.039868,
|
|
"std": 0.032923,
|
|
"sem": 0.001818,
|
|
"min": 0.00411,
|
|
"max": 0.2482,
|
|
"recall-0.025": 0.248485,
|
|
"recall-0.05": 0.624242,
|
|
"recall-0.1": 0.936364,
|
|
"recall-0.15": 0.981818,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"wrist_right": {
|
|
"count": 330,
|
|
"mean": 0.049282,
|
|
"median": 0.042666,
|
|
"std": 0.032155,
|
|
"sem": 0.001773,
|
|
"min": 0.005118,
|
|
"max": 0.315294,
|
|
"recall-0.025": 0.181818,
|
|
"recall-0.05": 0.624242,
|
|
"recall-0.1": 0.939394,
|
|
"recall-0.15": 0.987879,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"hip_left": {
|
|
"count": 330,
|
|
"mean": 0.041509,
|
|
"median": 0.038164,
|
|
"std": 0.022188,
|
|
"sem": 0.001223,
|
|
"min": 0.004392,
|
|
"max": 0.142299,
|
|
"recall-0.025": 0.251515,
|
|
"recall-0.05": 0.706061,
|
|
"recall-0.1": 0.984848,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"hip_right": {
|
|
"count": 330,
|
|
"mean": 0.039698,
|
|
"median": 0.035193,
|
|
"std": 0.021989,
|
|
"sem": 0.001212,
|
|
"min": 0.003065,
|
|
"max": 0.131235,
|
|
"recall-0.025": 0.278788,
|
|
"recall-0.05": 0.687879,
|
|
"recall-0.1": 0.987879,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"knee_left": {
|
|
"count": 330,
|
|
"mean": 0.033101,
|
|
"median": 0.029765,
|
|
"std": 0.020248,
|
|
"sem": 0.001116,
|
|
"min": 0.002812,
|
|
"max": 0.118325,
|
|
"recall-0.025": 0.421212,
|
|
"recall-0.05": 0.812121,
|
|
"recall-0.1": 0.993939,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"knee_right": {
|
|
"count": 330,
|
|
"mean": 0.03412,
|
|
"median": 0.028226,
|
|
"std": 0.02117,
|
|
"sem": 0.001167,
|
|
"min": 0.003054,
|
|
"max": 0.125959,
|
|
"recall-0.025": 0.421212,
|
|
"recall-0.05": 0.784848,
|
|
"recall-0.1": 0.984848,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"ankle_left": {
|
|
"count": 330,
|
|
"mean": 0.032268,
|
|
"median": 0.025961,
|
|
"std": 0.029146,
|
|
"sem": 0.001607,
|
|
"min": 0.002088,
|
|
"max": 0.347129,
|
|
"recall-0.025": 0.478788,
|
|
"recall-0.05": 0.842424,
|
|
"recall-0.1": 0.972727,
|
|
"recall-0.15": 0.993939,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"ankle_right": {
|
|
"count": 330,
|
|
"mean": 0.031267,
|
|
"median": 0.024535,
|
|
"std": 0.030339,
|
|
"sem": 0.001673,
|
|
"min": 0.000855,
|
|
"max": 0.35043,
|
|
"recall-0.025": 0.506061,
|
|
"recall-0.05": 0.872727,
|
|
"recall-0.1": 0.978788,
|
|
"recall-0.15": 0.990909,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4290,
|
|
"recall-0.025": 0.2951,
|
|
"recall-0.05": 0.71818,
|
|
"recall-0.1": 0.9655,
|
|
"recall-0.15": 0.99394,
|
|
"recall-0.25": 0.99907,
|
|
"recall-0.5": 0.99977
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4620,
|
|
"correct_parts": 4600,
|
|
"pcp": 0.995671
|
|
}
|
|
```
|
|
|
|
##### volleyball
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.432763,
|
|
"demosaicing": 0.0178295,
|
|
"avg_time_2d": 0.0512937,
|
|
"avg_time_3d": 0.000928159,
|
|
"time_tracks": 3.54476e-06,
|
|
"fps": 14.2745
|
|
}
|
|
{
|
|
"triangulator_calls": 121,
|
|
"init_time": 6.75621e-06,
|
|
"undistort_time": 5.12374e-05,
|
|
"project_time": 8.89762e-06,
|
|
"match_time": 3.95005e-05,
|
|
"pairs_time": 7.64246e-05,
|
|
"pair_scoring_time": 0.000310209,
|
|
"grouping_time": 0.000147726,
|
|
"full_time": 0.000179946,
|
|
"merge_time": 7.92803e-05,
|
|
"post_time": 1.10982e-05,
|
|
"convert_time": 2.25504e-07,
|
|
"total_time": 0.000911537
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 121,
|
|
"total_labels": 484,
|
|
"total_preds": 512,
|
|
"considered_empty": 0,
|
|
"valid_preds": 483,
|
|
"invalid_preds": 29,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.05664,
|
|
"precision": 0.94336,
|
|
"recall": 0.99793,
|
|
"f1": 0.96988,
|
|
"non_empty": 512
|
|
},
|
|
"mpjpe": {
|
|
"count": 483,
|
|
"mean": 0.029255,
|
|
"median": 0.026842,
|
|
"std": 0.011654,
|
|
"sem": 0.000531,
|
|
"min": 0.013032,
|
|
"max": 0.138905,
|
|
"recall-0.025": 0.419421,
|
|
"recall-0.05": 0.952479,
|
|
"recall-0.1": 0.995868,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484,
|
|
"ap-0.025": 0.181675,
|
|
"ap-0.05": 0.87054,
|
|
"ap-0.1": 0.95726,
|
|
"ap-0.15": 0.959219,
|
|
"ap-0.25": 0.959219,
|
|
"ap-0.5": 0.959219
|
|
},
|
|
"head": {
|
|
"count": 483,
|
|
"mean": 0.029729,
|
|
"median": 0.024456,
|
|
"std": 0.018244,
|
|
"sem": 0.000831,
|
|
"min": 0.002947,
|
|
"max": 0.102943,
|
|
"recall-0.025": 0.510331,
|
|
"recall-0.05": 0.855372,
|
|
"recall-0.1": 0.995868,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"shoulder_left": {
|
|
"count": 483,
|
|
"mean": 0.029936,
|
|
"median": 0.02615,
|
|
"std": 0.017673,
|
|
"sem": 0.000805,
|
|
"min": 0.004801,
|
|
"max": 0.12378,
|
|
"recall-0.025": 0.477273,
|
|
"recall-0.05": 0.873967,
|
|
"recall-0.1": 0.993802,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"shoulder_right": {
|
|
"count": 483,
|
|
"mean": 0.02931,
|
|
"median": 0.025345,
|
|
"std": 0.01794,
|
|
"sem": 0.000817,
|
|
"min": 0.001207,
|
|
"max": 0.120782,
|
|
"recall-0.025": 0.495868,
|
|
"recall-0.05": 0.876033,
|
|
"recall-0.1": 0.991736,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"elbow_left": {
|
|
"count": 483,
|
|
"mean": 0.029716,
|
|
"median": 0.026997,
|
|
"std": 0.015822,
|
|
"sem": 0.000721,
|
|
"min": 0.002764,
|
|
"max": 0.107294,
|
|
"recall-0.025": 0.454545,
|
|
"recall-0.05": 0.882231,
|
|
"recall-0.1": 0.995868,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"elbow_right": {
|
|
"count": 483,
|
|
"mean": 0.030195,
|
|
"median": 0.025171,
|
|
"std": 0.019893,
|
|
"sem": 0.000906,
|
|
"min": 0.001453,
|
|
"max": 0.135761,
|
|
"recall-0.025": 0.495868,
|
|
"recall-0.05": 0.873967,
|
|
"recall-0.1": 0.981405,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"wrist_left": {
|
|
"count": 483,
|
|
"mean": 0.034414,
|
|
"median": 0.028426,
|
|
"std": 0.023744,
|
|
"sem": 0.001081,
|
|
"min": 0.002816,
|
|
"max": 0.208094,
|
|
"recall-0.025": 0.404959,
|
|
"recall-0.05": 0.822314,
|
|
"recall-0.1": 0.971074,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"wrist_right": {
|
|
"count": 483,
|
|
"mean": 0.034014,
|
|
"median": 0.028476,
|
|
"std": 0.026712,
|
|
"sem": 0.001217,
|
|
"min": 0.00351,
|
|
"max": 0.284667,
|
|
"recall-0.025": 0.390496,
|
|
"recall-0.05": 0.849174,
|
|
"recall-0.1": 0.977273,
|
|
"recall-0.15": 0.993802,
|
|
"recall-0.25": 0.993802,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"hip_left": {
|
|
"count": 483,
|
|
"mean": 0.03467,
|
|
"median": 0.031172,
|
|
"std": 0.019736,
|
|
"sem": 0.000899,
|
|
"min": 0.002885,
|
|
"max": 0.248625,
|
|
"recall-0.025": 0.305785,
|
|
"recall-0.05": 0.842975,
|
|
"recall-0.1": 0.989669,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"hip_right": {
|
|
"count": 483,
|
|
"mean": 0.038046,
|
|
"median": 0.032255,
|
|
"std": 0.025653,
|
|
"sem": 0.001168,
|
|
"min": 0.003771,
|
|
"max": 0.258232,
|
|
"recall-0.025": 0.31405,
|
|
"recall-0.05": 0.799587,
|
|
"recall-0.1": 0.966942,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 0.995868,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"knee_left": {
|
|
"count": 483,
|
|
"mean": 0.021558,
|
|
"median": 0.017019,
|
|
"std": 0.017418,
|
|
"sem": 0.000793,
|
|
"min": 0.002951,
|
|
"max": 0.185898,
|
|
"recall-0.025": 0.721074,
|
|
"recall-0.05": 0.950413,
|
|
"recall-0.1": 0.993802,
|
|
"recall-0.15": 0.993802,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"knee_right": {
|
|
"count": 483,
|
|
"mean": 0.024245,
|
|
"median": 0.01952,
|
|
"std": 0.016893,
|
|
"sem": 0.000769,
|
|
"min": 0.001804,
|
|
"max": 0.154682,
|
|
"recall-0.025": 0.654959,
|
|
"recall-0.05": 0.923554,
|
|
"recall-0.1": 0.993802,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"ankle_left": {
|
|
"count": 483,
|
|
"mean": 0.022242,
|
|
"median": 0.017863,
|
|
"std": 0.01983,
|
|
"sem": 0.000903,
|
|
"min": 0.001647,
|
|
"max": 0.231289,
|
|
"recall-0.025": 0.714876,
|
|
"recall-0.05": 0.954545,
|
|
"recall-0.1": 0.987603,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"ankle_right": {
|
|
"count": 483,
|
|
"mean": 0.022243,
|
|
"median": 0.018055,
|
|
"std": 0.014583,
|
|
"sem": 0.000664,
|
|
"min": 0.001986,
|
|
"max": 0.122528,
|
|
"recall-0.025": 0.708678,
|
|
"recall-0.05": 0.93595,
|
|
"recall-0.1": 0.995868,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 6292,
|
|
"recall-0.025": 0.51081,
|
|
"recall-0.05": 0.87889,
|
|
"recall-0.1": 0.98665,
|
|
"recall-0.15": 0.99619,
|
|
"recall-0.25": 0.99746,
|
|
"recall-0.5": 0.99793
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6776,
|
|
"correct_parts": 6755,
|
|
"pcp": 0.996901
|
|
}
|
|
```
|
|
|
|
##### badminton
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.425309,
|
|
"demosaicing": 0.0175828,
|
|
"avg_time_2d": 0.0439122,
|
|
"avg_time_3d": 0.000732078,
|
|
"time_tracks": 2.60839e-06,
|
|
"fps": 16.0695
|
|
}
|
|
{
|
|
"triangulator_calls": 183,
|
|
"init_time": 5.78507e-06,
|
|
"undistort_time": 4.25049e-05,
|
|
"project_time": 8.30154e-06,
|
|
"match_time": 3.30885e-05,
|
|
"pairs_time": 5.5239e-05,
|
|
"pair_scoring_time": 0.000196453,
|
|
"grouping_time": 7.68858e-05,
|
|
"full_time": 0.000192775,
|
|
"merge_time": 9.31284e-05,
|
|
"post_time": 1.08601e-05,
|
|
"convert_time": 2.36311e-07,
|
|
"total_time": 0.000715494
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 183,
|
|
"total_labels": 732,
|
|
"total_preds": 732,
|
|
"considered_empty": 0,
|
|
"valid_preds": 732,
|
|
"invalid_preds": 0,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 1.0,
|
|
"f1": 1.0,
|
|
"non_empty": 732
|
|
},
|
|
"mpjpe": {
|
|
"count": 732,
|
|
"mean": 0.02444,
|
|
"median": 0.02352,
|
|
"std": 0.006809,
|
|
"sem": 0.000252,
|
|
"min": 0.010015,
|
|
"max": 0.063899,
|
|
"recall-0.025": 0.617486,
|
|
"recall-0.05": 0.991803,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732,
|
|
"ap-0.025": 0.428342,
|
|
"ap-0.05": 0.989988,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 732,
|
|
"mean": 0.027557,
|
|
"median": 0.022607,
|
|
"std": 0.020686,
|
|
"sem": 0.000765,
|
|
"min": 0.004084,
|
|
"max": 0.227598,
|
|
"recall-0.025": 0.580601,
|
|
"recall-0.05": 0.922131,
|
|
"recall-0.1": 0.987705,
|
|
"recall-0.15": 0.994536,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"shoulder_left": {
|
|
"count": 732,
|
|
"mean": 0.033128,
|
|
"median": 0.029039,
|
|
"std": 0.019667,
|
|
"sem": 0.000727,
|
|
"min": 0.00155,
|
|
"max": 0.12577,
|
|
"recall-0.025": 0.400273,
|
|
"recall-0.05": 0.84153,
|
|
"recall-0.1": 0.983607,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"shoulder_right": {
|
|
"count": 732,
|
|
"mean": 0.025325,
|
|
"median": 0.02198,
|
|
"std": 0.014763,
|
|
"sem": 0.000546,
|
|
"min": 0.002244,
|
|
"max": 0.150595,
|
|
"recall-0.025": 0.605191,
|
|
"recall-0.05": 0.941257,
|
|
"recall-0.1": 0.997268,
|
|
"recall-0.15": 0.998634,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"elbow_left": {
|
|
"count": 732,
|
|
"mean": 0.024453,
|
|
"median": 0.020663,
|
|
"std": 0.015437,
|
|
"sem": 0.000571,
|
|
"min": 0.000931,
|
|
"max": 0.122853,
|
|
"recall-0.025": 0.625683,
|
|
"recall-0.05": 0.942623,
|
|
"recall-0.1": 0.995902,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"elbow_right": {
|
|
"count": 732,
|
|
"mean": 0.022714,
|
|
"median": 0.019297,
|
|
"std": 0.014225,
|
|
"sem": 0.000526,
|
|
"min": 0.002065,
|
|
"max": 0.105973,
|
|
"recall-0.025": 0.696721,
|
|
"recall-0.05": 0.943989,
|
|
"recall-0.1": 0.998634,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"wrist_left": {
|
|
"count": 732,
|
|
"mean": 0.027374,
|
|
"median": 0.022969,
|
|
"std": 0.01932,
|
|
"sem": 0.000715,
|
|
"min": 0.002433,
|
|
"max": 0.172682,
|
|
"recall-0.025": 0.539617,
|
|
"recall-0.05": 0.912568,
|
|
"recall-0.1": 0.989071,
|
|
"recall-0.15": 0.998634,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"wrist_right": {
|
|
"count": 732,
|
|
"mean": 0.026587,
|
|
"median": 0.023302,
|
|
"std": 0.01783,
|
|
"sem": 0.000659,
|
|
"min": 0.003233,
|
|
"max": 0.204389,
|
|
"recall-0.025": 0.575137,
|
|
"recall-0.05": 0.93306,
|
|
"recall-0.1": 0.993169,
|
|
"recall-0.15": 0.997268,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"hip_left": {
|
|
"count": 732,
|
|
"mean": 0.027874,
|
|
"median": 0.025673,
|
|
"std": 0.013834,
|
|
"sem": 0.000512,
|
|
"min": 0.002422,
|
|
"max": 0.107033,
|
|
"recall-0.025": 0.472678,
|
|
"recall-0.05": 0.931694,
|
|
"recall-0.1": 0.998634,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"hip_right": {
|
|
"count": 732,
|
|
"mean": 0.025184,
|
|
"median": 0.022938,
|
|
"std": 0.012601,
|
|
"sem": 0.000466,
|
|
"min": 0.001912,
|
|
"max": 0.095083,
|
|
"recall-0.025": 0.56694,
|
|
"recall-0.05": 0.961749,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"knee_left": {
|
|
"count": 732,
|
|
"mean": 0.017737,
|
|
"median": 0.016842,
|
|
"std": 0.008607,
|
|
"sem": 0.000318,
|
|
"min": 0.001159,
|
|
"max": 0.073919,
|
|
"recall-0.025": 0.842896,
|
|
"recall-0.05": 0.995902,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"knee_right": {
|
|
"count": 732,
|
|
"mean": 0.019971,
|
|
"median": 0.018458,
|
|
"std": 0.009434,
|
|
"sem": 0.000349,
|
|
"min": 0.001846,
|
|
"max": 0.068584,
|
|
"recall-0.025": 0.744536,
|
|
"recall-0.05": 0.991803,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"ankle_left": {
|
|
"count": 732,
|
|
"mean": 0.019442,
|
|
"median": 0.017789,
|
|
"std": 0.009829,
|
|
"sem": 0.000364,
|
|
"min": 0.001973,
|
|
"max": 0.072651,
|
|
"recall-0.025": 0.759563,
|
|
"recall-0.05": 0.987705,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"ankle_right": {
|
|
"count": 732,
|
|
"mean": 0.020381,
|
|
"median": 0.018679,
|
|
"std": 0.010097,
|
|
"sem": 0.000373,
|
|
"min": 0.00217,
|
|
"max": 0.082945,
|
|
"recall-0.025": 0.743169,
|
|
"recall-0.05": 0.984973,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 9516,
|
|
"recall-0.025": 0.62631,
|
|
"recall-0.05": 0.94483,
|
|
"recall-0.1": 0.99548,
|
|
"recall-0.15": 0.99916,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10248,
|
|
"correct_parts": 10243,
|
|
"pcp": 0.999512
|
|
}
|
|
```
|
|
|
|
##### tennis
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.671268,
|
|
"demosaicing": 0.0270076,
|
|
"avg_time_2d": 0.051466,
|
|
"avg_time_3d": 0.000617507,
|
|
"time_tracks": 1.15879e-06,
|
|
"fps": 12.6435
|
|
}
|
|
{
|
|
"triangulator_calls": 181,
|
|
"init_time": 7.98041e-06,
|
|
"undistort_time": 3.16803e-05,
|
|
"project_time": 7.51399e-06,
|
|
"match_time": 1.58883e-05,
|
|
"pairs_time": 2.35366e-05,
|
|
"pair_scoring_time": 0.000162144,
|
|
"grouping_time": 5.94076e-05,
|
|
"full_time": 0.000175584,
|
|
"merge_time": 9.06647e-05,
|
|
"post_time": 8.08327e-06,
|
|
"convert_time": 1.40492e-07,
|
|
"total_time": 0.000582859
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 181,
|
|
"total_labels": 362,
|
|
"total_preds": 362,
|
|
"considered_empty": 0,
|
|
"valid_preds": 362,
|
|
"invalid_preds": 0,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 1.0,
|
|
"f1": 1.0,
|
|
"non_empty": 362
|
|
},
|
|
"mpjpe": {
|
|
"count": 362,
|
|
"mean": 0.02289,
|
|
"median": 0.02147,
|
|
"std": 0.009779,
|
|
"sem": 0.000515,
|
|
"min": 0.012149,
|
|
"max": 0.128278,
|
|
"recall-0.025": 0.759669,
|
|
"recall-0.05": 0.986188,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362,
|
|
"ap-0.025": 0.717714,
|
|
"ap-0.05": 0.986096,
|
|
"ap-0.1": 0.997222,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 362,
|
|
"mean": 0.036184,
|
|
"median": 0.035912,
|
|
"std": 0.015982,
|
|
"sem": 0.000841,
|
|
"min": 0.003827,
|
|
"max": 0.150241,
|
|
"recall-0.025": 0.232044,
|
|
"recall-0.05": 0.861878,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"shoulder_left": {
|
|
"count": 362,
|
|
"mean": 0.023589,
|
|
"median": 0.019625,
|
|
"std": 0.014433,
|
|
"sem": 0.00076,
|
|
"min": 0.001982,
|
|
"max": 0.108995,
|
|
"recall-0.025": 0.635359,
|
|
"recall-0.05": 0.953039,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"shoulder_right": {
|
|
"count": 362,
|
|
"mean": 0.026703,
|
|
"median": 0.02407,
|
|
"std": 0.015007,
|
|
"sem": 0.00079,
|
|
"min": 0.002556,
|
|
"max": 0.121236,
|
|
"recall-0.025": 0.530387,
|
|
"recall-0.05": 0.944751,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"elbow_left": {
|
|
"count": 362,
|
|
"mean": 0.020506,
|
|
"median": 0.016728,
|
|
"std": 0.015134,
|
|
"sem": 0.000797,
|
|
"min": 0.001058,
|
|
"max": 0.195213,
|
|
"recall-0.025": 0.745856,
|
|
"recall-0.05": 0.964088,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"elbow_right": {
|
|
"count": 362,
|
|
"mean": 0.024262,
|
|
"median": 0.021527,
|
|
"std": 0.015224,
|
|
"sem": 0.000801,
|
|
"min": 0.001283,
|
|
"max": 0.148733,
|
|
"recall-0.025": 0.616022,
|
|
"recall-0.05": 0.961326,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"wrist_left": {
|
|
"count": 362,
|
|
"mean": 0.021138,
|
|
"median": 0.017517,
|
|
"std": 0.0139,
|
|
"sem": 0.000732,
|
|
"min": 0.003035,
|
|
"max": 0.095665,
|
|
"recall-0.025": 0.732044,
|
|
"recall-0.05": 0.953039,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"wrist_right": {
|
|
"count": 362,
|
|
"mean": 0.027307,
|
|
"median": 0.022453,
|
|
"std": 0.028119,
|
|
"sem": 0.00148,
|
|
"min": 0.00116,
|
|
"max": 0.317595,
|
|
"recall-0.025": 0.593923,
|
|
"recall-0.05": 0.91989,
|
|
"recall-0.1": 0.986188,
|
|
"recall-0.15": 0.991713,
|
|
"recall-0.25": 0.994475,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"hip_left": {
|
|
"count": 362,
|
|
"mean": 0.024914,
|
|
"median": 0.022258,
|
|
"std": 0.014468,
|
|
"sem": 0.000761,
|
|
"min": 0.002714,
|
|
"max": 0.145386,
|
|
"recall-0.025": 0.588398,
|
|
"recall-0.05": 0.955801,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"hip_right": {
|
|
"count": 362,
|
|
"mean": 0.024749,
|
|
"median": 0.022448,
|
|
"std": 0.016652,
|
|
"sem": 0.000876,
|
|
"min": 0.001503,
|
|
"max": 0.191085,
|
|
"recall-0.025": 0.585635,
|
|
"recall-0.05": 0.950276,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"knee_left": {
|
|
"count": 362,
|
|
"mean": 0.015519,
|
|
"median": 0.01413,
|
|
"std": 0.007869,
|
|
"sem": 0.000414,
|
|
"min": 0.002169,
|
|
"max": 0.050269,
|
|
"recall-0.025": 0.88674,
|
|
"recall-0.05": 0.997238,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"knee_right": {
|
|
"count": 362,
|
|
"mean": 0.016723,
|
|
"median": 0.014137,
|
|
"std": 0.016136,
|
|
"sem": 0.000849,
|
|
"min": 0.00233,
|
|
"max": 0.257078,
|
|
"recall-0.025": 0.870166,
|
|
"recall-0.05": 0.991713,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 0.997238,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"ankle_left": {
|
|
"count": 362,
|
|
"mean": 0.017559,
|
|
"median": 0.015472,
|
|
"std": 0.010532,
|
|
"sem": 0.000554,
|
|
"min": 0.001514,
|
|
"max": 0.088499,
|
|
"recall-0.025": 0.834254,
|
|
"recall-0.05": 0.977901,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"ankle_right": {
|
|
"count": 362,
|
|
"mean": 0.018412,
|
|
"median": 0.014098,
|
|
"std": 0.028345,
|
|
"sem": 0.001492,
|
|
"min": 0.001421,
|
|
"max": 0.496813,
|
|
"recall-0.025": 0.842541,
|
|
"recall-0.05": 0.972376,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 0.997238,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4706,
|
|
"recall-0.025": 0.66681,
|
|
"recall-0.05": 0.95304,
|
|
"recall-0.1": 0.9949,
|
|
"recall-0.15": 0.9983,
|
|
"recall-0.25": 0.99894,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5068,
|
|
"correct_parts": 5061,
|
|
"pcp": 0.998619
|
|
}
|
|
```
|