7685 lines
164 KiB
Markdown
7685 lines
164 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": 0.0209358,
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"demosaicing": 0.000623902,
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"avg_time_2d": 0.00826655,
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"avg_time_3d": 3.62631e-05,
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"fps": 112.023
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}
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{
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"triangulator_calls": 600,
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"init_time": 2.52379e-06,
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"undistort_time": 3.77125e-06,
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"project_time": 7.14545e-07,
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"match_time": 1.39503e-06,
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"pairs_time": 2.26988e-07,
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"pair_scoring_time": 6.00934e-06,
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"grouping_time": 9.7774e-07,
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"full_time": 7.75714e-06,
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"merge_time": 3.23609e-06,
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"post_time": 4.76986e-06,
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"convert_time": 5.90583e-08,
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"total_time": 3.1677e-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": 0.060496,
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"median": 0.053051,
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"std": 0.028242,
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"sem": 0.001154,
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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": 0.189462,
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"ap-0.1": 0.906596,
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"ap-0.15": 0.914939,
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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": 0.03991,
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"median": 0.022309,
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"std": 0.04422,
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"sem": 0.001807,
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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": 0.91,
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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": 0.088855,
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"median": 0.082483,
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"std": 0.030683,
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"sem": 0.001256,
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"min": 0.046704,
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"max": 0.353694,
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"recall-0.025": 0.0,
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"recall-0.05": 0.003333,
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"recall-0.1": 0.875,
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"recall-0.15": 0.943333,
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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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"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": 0.88218,
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"recall-0.15": 0.93577,
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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": 0.0419149,
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"demosaicing": 0.000725168,
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"avg_time_2d": 0.0149013,
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"avg_time_3d": 0.000116565,
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"fps": 63.5203
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}
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{
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"triangulator_calls": 301,
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"init_time": 2.85155e-06,
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"undistort_time": 1.40652e-05,
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"project_time": 2.12137e-06,
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"match_time": 8.22055e-06,
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"pairs_time": 4.34977e-06,
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"pair_scoring_time": 2.61303e-05,
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"grouping_time": 4.36615e-06,
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"full_time": 2.65243e-05,
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"merge_time": 1.1733e-05,
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"post_time": 7.51379e-06,
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"convert_time": 1.18299e-07,
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"total_time": 0.000108228
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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": 827,
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"considered_empty": 0,
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"valid_preds": 477,
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"invalid_preds": 350,
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"missing": 0,
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"invalid_fraction": 0.42322,
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"precision": 0.57678,
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"recall": 1.0,
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"f1": 0.7316,
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"non_empty": 827
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},
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"mpjpe": {
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"count": 477,
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"mean": 0.047577,
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"median": 0.042522,
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"std": 0.014987,
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"sem": 0.000687,
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"min": 0.028778,
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"max": 0.118939,
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"recall-0.025": 0.0,
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"recall-0.05": 0.72327,
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"recall-0.1": 0.987421,
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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": 0.45533,
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"ap-0.1": 0.752221,
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"ap-0.15": 0.761175,
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"ap-0.25": 0.761175,
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"ap-0.5": 0.761175
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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": 0.041956,
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"median": 0.037041,
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"std": 0.02074,
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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": 0.049604,
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"median": 0.046469,
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"std": 0.022881,
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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": 0.040574,
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"median": 0.03197,
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"std": 0.028864,
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"sem": 0.001323,
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"min": 0.003618,
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"max": 0.309844,
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"recall-0.025": 0.312369,
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"recall-0.05": 0.754717,
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|
"recall-0.1": 0.953878,
|
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"recall-0.15": 0.997904,
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"recall-0.25": 0.997904,
|
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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_right": {
|
|
"count": 477,
|
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"mean": 0.053198,
|
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"median": 0.043315,
|
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"std": 0.040536,
|
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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": 0.563941,
|
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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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},
|
|
"wrist_left": {
|
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"count": 477,
|
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"mean": 0.059301,
|
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"median": 0.054034,
|
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"std": 0.038637,
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"sem": 0.001771,
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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": 0.412998,
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"recall-0.1": 0.909853,
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"recall-0.15": 0.964361,
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"recall-0.25": 0.991614,
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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": 0.058286,
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"median": 0.053472,
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"std": 0.034178,
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"sem": 0.001567,
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"min": 0.008622,
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"max": 0.382984,
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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": 0.981132,
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"recall-0.25": 0.997904,
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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": 0.047666,
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"median": 0.042435,
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"std": 0.025966,
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"sem": 0.00119,
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"min": 0.008125,
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"max": 0.145941,
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"recall-0.025": 0.188679,
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"recall-0.05": 0.628931,
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"recall-0.1": 0.958071,
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"recall-0.15": 1.0,
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"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"hip_right": {
|
|
"count": 477,
|
|
"mean": 0.057617,
|
|
"median": 0.058504,
|
|
"std": 0.023884,
|
|
"sem": 0.001095,
|
|
"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": 0.040292,
|
|
"median": 0.037394,
|
|
"std": 0.024591,
|
|
"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": 0.039685,
|
|
"median": 0.035562,
|
|
"std": 0.023057,
|
|
"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": 0.036424,
|
|
"median": 0.027617,
|
|
"std": 0.030554,
|
|
"sem": 0.0014,
|
|
"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": 0.040909,
|
|
"median": 0.030845,
|
|
"std": 0.037585,
|
|
"sem": 0.001723,
|
|
"min": 0.003445,
|
|
"max": 0.28852,
|
|
"recall-0.025": 0.301887,
|
|
"recall-0.05": 0.807128,
|
|
"recall-0.1": 0.930818,
|
|
"recall-0.15": 0.968553,
|
|
"recall-0.25": 0.997904,
|
|
"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": 0.94291,
|
|
"recall-0.15": 0.9871,
|
|
"recall-0.25": 0.99871,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6678,
|
|
"correct_parts": 6623,
|
|
"pcp": 0.991764
|
|
}
|
|
```
|
|
|
|
### Campus
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.00485223,
|
|
"demosaicing": 0.000179191,
|
|
"avg_time_2d": 0.00699133,
|
|
"avg_time_3d": 4.03472e-05,
|
|
"fps": 138.68
|
|
}
|
|
{
|
|
"triangulator_calls": 222,
|
|
"init_time": 2.33954e-06,
|
|
"undistort_time": 5.93075e-06,
|
|
"project_time": 1.07321e-06,
|
|
"match_time": 2.96757e-06,
|
|
"pairs_time": 5.56968e-07,
|
|
"pair_scoring_time": 5.21998e-06,
|
|
"grouping_time": 1.07682e-06,
|
|
"full_time": 6.49471e-06,
|
|
"merge_time": 3.073e-06,
|
|
"post_time": 6.44336e-06,
|
|
"convert_time": 9.71577e-08,
|
|
"total_time": 3.55117e-05
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 222,
|
|
"total_labels": 376,
|
|
"total_preds": 446,
|
|
"considered_empty": 0,
|
|
"valid_preds": 376,
|
|
"invalid_preds": 70,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.15695,
|
|
"precision": 0.84305,
|
|
"recall": 1.0,
|
|
"f1": 0.91484,
|
|
"non_empty": 446
|
|
},
|
|
"mpjpe": {
|
|
"count": 376,
|
|
"mean": 0.075589,
|
|
"median": 0.072258,
|
|
"std": 0.016885,
|
|
"sem": 0.000872,
|
|
"min": 0.039602,
|
|
"max": 0.239068,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.00266,
|
|
"recall-0.1": 0.922872,
|
|
"recall-0.15": 0.99734,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 3.8e-05,
|
|
"ap-0.1": 0.836349,
|
|
"ap-0.15": 0.966884,
|
|
"ap-0.25": 0.969341,
|
|
"ap-0.5": 0.969341
|
|
},
|
|
"head": {
|
|
"count": 376,
|
|
"mean": 0.062717,
|
|
"median": 0.061742,
|
|
"std": 0.025175,
|
|
"sem": 0.0013,
|
|
"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": 0.067112,
|
|
"median": 0.064801,
|
|
"std": 0.030176,
|
|
"sem": 0.001558,
|
|
"min": 0.013559,
|
|
"max": 0.205286,
|
|
"recall-0.025": 0.045213,
|
|
"recall-0.05": 0.321809,
|
|
"recall-0.1": 0.882979,
|
|
"recall-0.15": 0.981383,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"shoulder_right": {
|
|
"count": 376,
|
|
"mean": 0.070564,
|
|
"median": 0.06227,
|
|
"std": 0.038676,
|
|
"sem": 0.001997,
|
|
"min": 0.017146,
|
|
"max": 0.497202,
|
|
"recall-0.025": 0.018617,
|
|
"recall-0.05": 0.31117,
|
|
"recall-0.1": 0.840426,
|
|
"recall-0.15": 0.968085,
|
|
"recall-0.25": 0.99734,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"elbow_left": {
|
|
"count": 376,
|
|
"mean": 0.090619,
|
|
"median": 0.072569,
|
|
"std": 0.054863,
|
|
"sem": 0.002833,
|
|
"min": 0.013567,
|
|
"max": 0.347903,
|
|
"recall-0.025": 0.026596,
|
|
"recall-0.05": 0.236702,
|
|
"recall-0.1": 0.646277,
|
|
"recall-0.15": 0.864362,
|
|
"recall-0.25": 0.986702,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"elbow_right": {
|
|
"count": 375,
|
|
"mean": 0.076986,
|
|
"median": 0.069977,
|
|
"std": 0.03735,
|
|
"sem": 0.001931,
|
|
"min": 0.001558,
|
|
"max": 0.182042,
|
|
"recall-0.025": 0.037234,
|
|
"recall-0.05": 0.279255,
|
|
"recall-0.1": 0.728723,
|
|
"recall-0.15": 0.944149,
|
|
"recall-0.25": 0.99734,
|
|
"recall-0.5": 0.99734,
|
|
"num_labels": 376
|
|
},
|
|
"wrist_left": {
|
|
"count": 376,
|
|
"mean": 0.129645,
|
|
"median": 0.113578,
|
|
"std": 0.069695,
|
|
"sem": 0.003599,
|
|
"min": 0.017061,
|
|
"max": 0.459038,
|
|
"recall-0.025": 0.013298,
|
|
"recall-0.05": 0.077128,
|
|
"recall-0.1": 0.409574,
|
|
"recall-0.15": 0.670213,
|
|
"recall-0.25": 0.922872,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"wrist_right": {
|
|
"count": 376,
|
|
"mean": 0.10391,
|
|
"median": 0.097426,
|
|
"std": 0.049296,
|
|
"sem": 0.002546,
|
|
"min": 0.00426,
|
|
"max": 0.461637,
|
|
"recall-0.025": 0.005319,
|
|
"recall-0.05": 0.098404,
|
|
"recall-0.1": 0.510638,
|
|
"recall-0.15": 0.853723,
|
|
"recall-0.25": 0.989362,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"hip_left": {
|
|
"count": 376,
|
|
"mean": 0.06774,
|
|
"median": 0.064184,
|
|
"std": 0.025402,
|
|
"sem": 0.001312,
|
|
"min": 0.014493,
|
|
"max": 0.166706,
|
|
"recall-0.025": 0.018617,
|
|
"recall-0.05": 0.242021,
|
|
"recall-0.1": 0.890957,
|
|
"recall-0.15": 0.992021,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"hip_right": {
|
|
"count": 376,
|
|
"mean": 0.065764,
|
|
"median": 0.061833,
|
|
"std": 0.03468,
|
|
"sem": 0.001791,
|
|
"min": 0.011516,
|
|
"max": 0.281275,
|
|
"recall-0.025": 0.045213,
|
|
"recall-0.05": 0.364362,
|
|
"recall-0.1": 0.898936,
|
|
"recall-0.15": 0.978723,
|
|
"recall-0.25": 0.992021,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"knee_left": {
|
|
"count": 376,
|
|
"mean": 0.056242,
|
|
"median": 0.053888,
|
|
"std": 0.024131,
|
|
"sem": 0.001246,
|
|
"min": 0.006714,
|
|
"max": 0.175629,
|
|
"recall-0.025": 0.079787,
|
|
"recall-0.05": 0.406915,
|
|
"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": 0.05384,
|
|
"median": 0.049666,
|
|
"std": 0.02724,
|
|
"sem": 0.001407,
|
|
"min": 0.011142,
|
|
"max": 0.228754,
|
|
"recall-0.025": 0.077128,
|
|
"recall-0.05": 0.507979,
|
|
"recall-0.1": 0.957447,
|
|
"recall-0.15": 0.989362,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"ankle_left": {
|
|
"count": 376,
|
|
"mean": 0.072192,
|
|
"median": 0.066742,
|
|
"std": 0.045509,
|
|
"sem": 0.00235,
|
|
"min": 0.010298,
|
|
"max": 0.401341,
|
|
"recall-0.025": 0.047872,
|
|
"recall-0.05": 0.321809,
|
|
"recall-0.1": 0.867021,
|
|
"recall-0.15": 0.965426,
|
|
"recall-0.25": 0.986702,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"ankle_right": {
|
|
"count": 376,
|
|
"mean": 0.063957,
|
|
"median": 0.052696,
|
|
"std": 0.047764,
|
|
"sem": 0.002467,
|
|
"min": 0.0034,
|
|
"max": 0.378972,
|
|
"recall-0.025": 0.06383,
|
|
"recall-0.05": 0.428191,
|
|
"recall-0.1": 0.890957,
|
|
"recall-0.15": 0.962766,
|
|
"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": 0.29869,
|
|
"recall-0.1": 0.7993,
|
|
"recall-0.15": 0.93412,
|
|
"recall-0.25": 0.98773,
|
|
"recall-0.5": 0.99959
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5264,
|
|
"correct_parts": 5000,
|
|
"pcp": 0.949848
|
|
}
|
|
```
|
|
|
|
### MVOR
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0113278,
|
|
"demosaicing": 0.000281113,
|
|
"avg_time_2d": 0.00811287,
|
|
"avg_time_3d": 4.96537e-05,
|
|
"fps": 118.432
|
|
}
|
|
{
|
|
"triangulator_calls": 629,
|
|
"init_time": 3.33164e-06,
|
|
"undistort_time": 6.49271e-06,
|
|
"project_time": 1.16543e-06,
|
|
"match_time": 2.9506e-06,
|
|
"pairs_time": 8.47351e-07,
|
|
"pair_scoring_time": 1.25999e-05,
|
|
"grouping_time": 1.29748e-06,
|
|
"full_time": 5.49769e-06,
|
|
"merge_time": 3.1488e-06,
|
|
"post_time": 6.82835e-06,
|
|
"convert_time": 1.10684e-07,
|
|
"total_time": 4.45239e-05
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 629,
|
|
"total_labels": 1061,
|
|
"total_preds": 1122,
|
|
"considered_empty": 0,
|
|
"valid_preds": 814,
|
|
"invalid_preds": 308,
|
|
"missing": 247,
|
|
"invalid_fraction": 0.27451,
|
|
"precision": 0.72549,
|
|
"recall": 0.7672,
|
|
"f1": 0.74576,
|
|
"non_empty": 1122
|
|
},
|
|
"mpjpe": {
|
|
"count": 814,
|
|
"mean": 0.119673,
|
|
"median": 0.09863,
|
|
"std": 0.071878,
|
|
"sem": 0.002521,
|
|
"min": 0.044277,
|
|
"max": 0.499146,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.004713,
|
|
"recall-0.1": 0.393025,
|
|
"recall-0.15": 0.630537,
|
|
"recall-0.25": 0.731385,
|
|
"recall-0.5": 0.767201,
|
|
"num_labels": 1061,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 0.000111,
|
|
"ap-0.1": 0.263834,
|
|
"ap-0.15": 0.520878,
|
|
"ap-0.25": 0.659148,
|
|
"ap-0.5": 0.698212
|
|
},
|
|
"head": {
|
|
"count": 809,
|
|
"mean": 0.070145,
|
|
"median": 0.052575,
|
|
"std": 0.06581,
|
|
"sem": 0.002315,
|
|
"min": 0.002475,
|
|
"max": 0.497924,
|
|
"recall-0.025": 0.091423,
|
|
"recall-0.05": 0.350613,
|
|
"recall-0.1": 0.645617,
|
|
"recall-0.15": 0.704995,
|
|
"recall-0.25": 0.732328,
|
|
"recall-0.5": 0.762488,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_left": {
|
|
"count": 808,
|
|
"mean": 0.06475,
|
|
"median": 0.044732,
|
|
"std": 0.066883,
|
|
"sem": 0.002354,
|
|
"min": 0.003718,
|
|
"max": 0.488998,
|
|
"recall-0.025": 0.172479,
|
|
"recall-0.05": 0.424128,
|
|
"recall-0.1": 0.64279,
|
|
"recall-0.15": 0.702168,
|
|
"recall-0.25": 0.735156,
|
|
"recall-0.5": 0.761546,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_right": {
|
|
"count": 809,
|
|
"mean": 0.062773,
|
|
"median": 0.041325,
|
|
"std": 0.066225,
|
|
"sem": 0.00233,
|
|
"min": 0.004707,
|
|
"max": 0.481195,
|
|
"recall-0.025": 0.145146,
|
|
"recall-0.05": 0.468426,
|
|
"recall-0.1": 0.653157,
|
|
"recall-0.15": 0.708765,
|
|
"recall-0.25": 0.737983,
|
|
"recall-0.5": 0.762488,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_left": {
|
|
"count": 801,
|
|
"mean": 0.108927,
|
|
"median": 0.079051,
|
|
"std": 0.092511,
|
|
"sem": 0.003271,
|
|
"min": 0.004198,
|
|
"max": 0.486117,
|
|
"recall-0.025": 0.065033,
|
|
"recall-0.05": 0.237512,
|
|
"recall-0.1": 0.453346,
|
|
"recall-0.15": 0.572102,
|
|
"recall-0.25": 0.685203,
|
|
"recall-0.5": 0.754948,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_right": {
|
|
"count": 805,
|
|
"mean": 0.09039,
|
|
"median": 0.060512,
|
|
"std": 0.088914,
|
|
"sem": 0.003136,
|
|
"min": 0.004284,
|
|
"max": 0.496244,
|
|
"recall-0.025": 0.103676,
|
|
"recall-0.05": 0.305372,
|
|
"recall-0.1": 0.546654,
|
|
"recall-0.15": 0.644675,
|
|
"recall-0.25": 0.70688,
|
|
"recall-0.5": 0.758718,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_left": {
|
|
"count": 796,
|
|
"mean": 0.127597,
|
|
"median": 0.091818,
|
|
"std": 0.105688,
|
|
"sem": 0.003748,
|
|
"min": 0.006309,
|
|
"max": 0.497991,
|
|
"recall-0.025": 0.065975,
|
|
"recall-0.05": 0.220547,
|
|
"recall-0.1": 0.393968,
|
|
"recall-0.15": 0.508954,
|
|
"recall-0.25": 0.644675,
|
|
"recall-0.5": 0.750236,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_right": {
|
|
"count": 793,
|
|
"mean": 0.109587,
|
|
"median": 0.071135,
|
|
"std": 0.100997,
|
|
"sem": 0.003589,
|
|
"min": 0.003687,
|
|
"max": 0.487577,
|
|
"recall-0.025": 0.093308,
|
|
"recall-0.05": 0.269557,
|
|
"recall-0.1": 0.480679,
|
|
"recall-0.15": 0.555137,
|
|
"recall-0.25": 0.653157,
|
|
"recall-0.5": 0.747408,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_left": {
|
|
"count": 801,
|
|
"mean": 0.19235,
|
|
"median": 0.174078,
|
|
"std": 0.08375,
|
|
"sem": 0.002961,
|
|
"min": 0.036551,
|
|
"max": 0.489174,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.005655,
|
|
"recall-0.1": 0.05655,
|
|
"recall-0.15": 0.267672,
|
|
"recall-0.25": 0.60132,
|
|
"recall-0.5": 0.754948,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_right": {
|
|
"count": 795,
|
|
"mean": 0.185922,
|
|
"median": 0.171498,
|
|
"std": 0.078034,
|
|
"sem": 0.002769,
|
|
"min": 0.033064,
|
|
"max": 0.498964,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.002828,
|
|
"recall-0.1": 0.072573,
|
|
"recall-0.15": 0.27804,
|
|
"recall-0.25": 0.62017,
|
|
"recall-0.5": 0.749293,
|
|
"num_labels": 1061
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 9549,
|
|
"recall-0.025": 0.08147,
|
|
"recall-0.05": 0.25332,
|
|
"recall-0.1": 0.43785,
|
|
"recall-0.15": 0.54885,
|
|
"recall-0.25": 0.67934,
|
|
"recall-0.5": 0.75505
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10610,
|
|
"correct_parts": 6153,
|
|
"pcp": 0.579925
|
|
}
|
|
```
|
|
|
|
### Panoptic
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0488755,
|
|
"demosaicing": 0.00102805,
|
|
"avg_time_2d": 0.0167614,
|
|
"avg_time_3d": 0.000149111,
|
|
"fps": 55.7457
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 3.20279e-06,
|
|
"undistort_time": 1.65561e-05,
|
|
"project_time": 2.89792e-06,
|
|
"match_time": 1.28535e-05,
|
|
"pairs_time": 9.50892e-06,
|
|
"pair_scoring_time": 3.51314e-05,
|
|
"grouping_time": 5.47057e-06,
|
|
"full_time": 3.02401e-05,
|
|
"merge_time": 1.42026e-05,
|
|
"post_time": 8.66923e-06,
|
|
"convert_time": 1.53517e-07,
|
|
"total_time": 0.000139126
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1499,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1462,
|
|
"invalid_preds": 37,
|
|
"missing": 4,
|
|
"invalid_fraction": 0.02468,
|
|
"precision": 0.97532,
|
|
"recall": 0.99727,
|
|
"f1": 0.98617,
|
|
"non_empty": 1499
|
|
},
|
|
"mpjpe": {
|
|
"count": 1462,
|
|
"mean": 0.030487,
|
|
"median": 0.028127,
|
|
"std": 0.012783,
|
|
"sem": 0.000334,
|
|
"min": 0.01063,
|
|
"max": 0.124385,
|
|
"recall-0.025": 0.37176,
|
|
"recall-0.05": 0.931105,
|
|
"recall-0.1": 0.993179,
|
|
"recall-0.15": 0.997271,
|
|
"recall-0.25": 0.997271,
|
|
"recall-0.5": 0.997271,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.24454,
|
|
"ap-0.05": 0.916001,
|
|
"ap-0.1": 0.989448,
|
|
"ap-0.15": 0.995207,
|
|
"ap-0.25": 0.995207,
|
|
"ap-0.5": 0.995207
|
|
},
|
|
"nose": {
|
|
"count": 1461,
|
|
"mean": 0.01502,
|
|
"median": 0.011487,
|
|
"std": 0.017354,
|
|
"sem": 0.000454,
|
|
"min": 0.00149,
|
|
"max": 0.276078,
|
|
"recall-0.025": 0.91661,
|
|
"recall-0.05": 0.968558,
|
|
"recall-0.1": 0.993848,
|
|
"recall-0.15": 0.995899,
|
|
"recall-0.25": 0.996582,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1462,
|
|
"mean": 0.016668,
|
|
"median": 0.014682,
|
|
"std": 0.010774,
|
|
"sem": 0.000282,
|
|
"min": 0.000564,
|
|
"max": 0.104098,
|
|
"recall-0.025": 0.845157,
|
|
"recall-0.05": 0.981583,
|
|
"recall-0.1": 0.996589,
|
|
"recall-0.15": 0.997271,
|
|
"recall-0.25": 0.997271,
|
|
"recall-0.5": 0.997271,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1461,
|
|
"mean": 0.016571,
|
|
"median": 0.014272,
|
|
"std": 0.011047,
|
|
"sem": 0.000289,
|
|
"min": 0.001248,
|
|
"max": 0.147753,
|
|
"recall-0.025": 0.834812,
|
|
"recall-0.05": 0.986348,
|
|
"recall-0.1": 0.996587,
|
|
"recall-0.15": 0.99727,
|
|
"recall-0.25": 0.99727,
|
|
"recall-0.5": 0.99727,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1461,
|
|
"mean": 0.022017,
|
|
"median": 0.015931,
|
|
"std": 0.02087,
|
|
"sem": 0.000546,
|
|
"min": 0.00084,
|
|
"max": 0.281775,
|
|
"recall-0.025": 0.750171,
|
|
"recall-0.05": 0.914676,
|
|
"recall-0.1": 0.990444,
|
|
"recall-0.15": 0.994539,
|
|
"recall-0.25": 0.995904,
|
|
"recall-0.5": 0.99727,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1461,
|
|
"mean": 0.020228,
|
|
"median": 0.015671,
|
|
"std": 0.015347,
|
|
"sem": 0.000402,
|
|
"min": 0.001752,
|
|
"max": 0.161231,
|
|
"recall-0.025": 0.802461,
|
|
"recall-0.05": 0.943951,
|
|
"recall-0.1": 0.997266,
|
|
"recall-0.15": 0.997949,
|
|
"recall-0.25": 0.998633,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1432,
|
|
"mean": 0.032663,
|
|
"median": 0.015891,
|
|
"std": 0.04844,
|
|
"sem": 0.001281,
|
|
"min": 0.00015,
|
|
"max": 0.400667,
|
|
"recall-0.025": 0.696653,
|
|
"recall-0.05": 0.854951,
|
|
"recall-0.1": 0.925384,
|
|
"recall-0.15": 0.961646,
|
|
"recall-0.25": 0.982566,
|
|
"recall-0.5": 0.998605,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1455,
|
|
"mean": 0.025409,
|
|
"median": 0.016057,
|
|
"std": 0.031635,
|
|
"sem": 0.00083,
|
|
"min": 0.001381,
|
|
"max": 0.279434,
|
|
"recall-0.025": 0.70261,
|
|
"recall-0.05": 0.903846,
|
|
"recall-0.1": 0.971841,
|
|
"recall-0.15": 0.984203,
|
|
"recall-0.25": 0.99794,
|
|
"recall-0.5": 0.999313,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1461,
|
|
"mean": 0.035245,
|
|
"median": 0.030466,
|
|
"std": 0.023019,
|
|
"sem": 0.000602,
|
|
"min": 0.002484,
|
|
"max": 0.231182,
|
|
"recall-0.025": 0.34471,
|
|
"recall-0.05": 0.838908,
|
|
"recall-0.1": 0.980887,
|
|
"recall-0.15": 0.991809,
|
|
"recall-0.25": 0.99727,
|
|
"recall-0.5": 0.99727,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1462,
|
|
"mean": 0.037048,
|
|
"median": 0.032239,
|
|
"std": 0.024672,
|
|
"sem": 0.000645,
|
|
"min": 0.003239,
|
|
"max": 0.27157,
|
|
"recall-0.025": 0.33015,
|
|
"recall-0.05": 0.806276,
|
|
"recall-0.1": 0.975443,
|
|
"recall-0.15": 0.993179,
|
|
"recall-0.25": 0.996589,
|
|
"recall-0.5": 0.997271,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1461,
|
|
"mean": 0.037543,
|
|
"median": 0.032855,
|
|
"std": 0.029397,
|
|
"sem": 0.000769,
|
|
"min": 0.00406,
|
|
"max": 0.464241,
|
|
"recall-0.025": 0.294881,
|
|
"recall-0.05": 0.810922,
|
|
"recall-0.1": 0.97884,
|
|
"recall-0.15": 0.988396,
|
|
"recall-0.25": 0.993174,
|
|
"recall-0.5": 0.99727,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1455,
|
|
"mean": 0.037435,
|
|
"median": 0.030872,
|
|
"std": 0.025853,
|
|
"sem": 0.000678,
|
|
"min": 0.004194,
|
|
"max": 0.363111,
|
|
"recall-0.025": 0.372173,
|
|
"recall-0.05": 0.766964,
|
|
"recall-0.1": 0.968472,
|
|
"recall-0.15": 0.993146,
|
|
"recall-0.25": 0.996573,
|
|
"recall-0.5": 0.997258,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1459,
|
|
"mean": 0.050083,
|
|
"median": 0.031854,
|
|
"std": 0.055034,
|
|
"sem": 0.001441,
|
|
"min": 0.003265,
|
|
"max": 0.439571,
|
|
"recall-0.025": 0.371839,
|
|
"recall-0.05": 0.701982,
|
|
"recall-0.1": 0.888585,
|
|
"recall-0.15": 0.947368,
|
|
"recall-0.25": 0.979494,
|
|
"recall-0.5": 0.997266,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1452,
|
|
"mean": 0.048553,
|
|
"median": 0.031067,
|
|
"std": 0.059131,
|
|
"sem": 0.001552,
|
|
"min": 0.002507,
|
|
"max": 0.485436,
|
|
"recall-0.025": 0.370548,
|
|
"recall-0.05": 0.757534,
|
|
"recall-0.1": 0.89589,
|
|
"recall-0.15": 0.926712,
|
|
"recall-0.25": 0.973973,
|
|
"recall-0.5": 0.994521,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.58689,
|
|
"recall-0.05": 0.86414,
|
|
"recall-0.1": 0.96588,
|
|
"recall-0.15": 0.98199,
|
|
"recall-0.25": 0.99221,
|
|
"recall-0.5": 0.99726
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20236,
|
|
"pcp": 0.989826
|
|
}
|
|
```
|
|
|
|
##### 3 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0288182,
|
|
"demosaicing": 0.000638982,
|
|
"avg_time_2d": 0.0103138,
|
|
"avg_time_3d": 6.72337e-05,
|
|
"fps": 90.7436
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 2.79043e-06,
|
|
"undistort_time": 1.0142e-05,
|
|
"project_time": 1.49602e-06,
|
|
"match_time": 7.44225e-06,
|
|
"pairs_time": 2.75834e-06,
|
|
"pair_scoring_time": 1.13579e-05,
|
|
"grouping_time": 2.20484e-06,
|
|
"full_time": 1.03429e-05,
|
|
"merge_time": 5.50749e-06,
|
|
"post_time": 8.01083e-06,
|
|
"convert_time": 1.55633e-07,
|
|
"total_time": 6.24486e-05
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1379,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1366,
|
|
"invalid_preds": 13,
|
|
"missing": 100,
|
|
"invalid_fraction": 0.00943,
|
|
"precision": 0.99057,
|
|
"recall": 0.93179,
|
|
"f1": 0.96028,
|
|
"non_empty": 1379
|
|
},
|
|
"mpjpe": {
|
|
"count": 1366,
|
|
"mean": 0.056357,
|
|
"median": 0.045607,
|
|
"std": 0.036507,
|
|
"sem": 0.000988,
|
|
"min": 0.018518,
|
|
"max": 0.296322,
|
|
"recall-0.025": 0.018417,
|
|
"recall-0.05": 0.547749,
|
|
"recall-0.1": 0.848568,
|
|
"recall-0.15": 0.90382,
|
|
"recall-0.25": 0.927012,
|
|
"recall-0.5": 0.931787,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.004499,
|
|
"ap-0.05": 0.448082,
|
|
"ap-0.1": 0.825055,
|
|
"ap-0.15": 0.893687,
|
|
"ap-0.25": 0.919038,
|
|
"ap-0.5": 0.924496
|
|
},
|
|
"nose": {
|
|
"count": 1365,
|
|
"mean": 0.02396,
|
|
"median": 0.018449,
|
|
"std": 0.017591,
|
|
"sem": 0.000476,
|
|
"min": 0.00138,
|
|
"max": 0.130817,
|
|
"recall-0.025": 0.609706,
|
|
"recall-0.05": 0.847573,
|
|
"recall-0.1": 0.926863,
|
|
"recall-0.15": 0.933014,
|
|
"recall-0.25": 0.933014,
|
|
"recall-0.5": 0.933014,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1366,
|
|
"mean": 0.020547,
|
|
"median": 0.016663,
|
|
"std": 0.01842,
|
|
"sem": 0.000499,
|
|
"min": 0.000838,
|
|
"max": 0.44308,
|
|
"recall-0.025": 0.697817,
|
|
"recall-0.05": 0.900409,
|
|
"recall-0.1": 0.927012,
|
|
"recall-0.15": 0.931105,
|
|
"recall-0.25": 0.931105,
|
|
"recall-0.5": 0.931787,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1365,
|
|
"mean": 0.022938,
|
|
"median": 0.017774,
|
|
"std": 0.018714,
|
|
"sem": 0.000507,
|
|
"min": 0.002084,
|
|
"max": 0.215048,
|
|
"recall-0.025": 0.649829,
|
|
"recall-0.05": 0.872355,
|
|
"recall-0.1": 0.92628,
|
|
"recall-0.15": 0.928328,
|
|
"recall-0.25": 0.931741,
|
|
"recall-0.5": 0.931741,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1365,
|
|
"mean": 0.033049,
|
|
"median": 0.021489,
|
|
"std": 0.030802,
|
|
"sem": 0.000834,
|
|
"min": 0.00105,
|
|
"max": 0.2673,
|
|
"recall-0.025": 0.542662,
|
|
"recall-0.05": 0.754266,
|
|
"recall-0.1": 0.877133,
|
|
"recall-0.15": 0.928328,
|
|
"recall-0.25": 0.931058,
|
|
"recall-0.5": 0.931741,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1365,
|
|
"mean": 0.031314,
|
|
"median": 0.021148,
|
|
"std": 0.031929,
|
|
"sem": 0.000865,
|
|
"min": 0.002016,
|
|
"max": 0.325627,
|
|
"recall-0.025": 0.574846,
|
|
"recall-0.05": 0.788107,
|
|
"recall-0.1": 0.900889,
|
|
"recall-0.15": 0.922761,
|
|
"recall-0.25": 0.93028,
|
|
"recall-0.5": 0.933014,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1336,
|
|
"mean": 0.05169,
|
|
"median": 0.0231,
|
|
"std": 0.061286,
|
|
"sem": 0.001677,
|
|
"min": 0.001228,
|
|
"max": 0.428407,
|
|
"recall-0.025": 0.488842,
|
|
"recall-0.05": 0.64993,
|
|
"recall-0.1": 0.778243,
|
|
"recall-0.15": 0.837517,
|
|
"recall-0.25": 0.919805,
|
|
"recall-0.5": 0.93166,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1359,
|
|
"mean": 0.047199,
|
|
"median": 0.024005,
|
|
"std": 0.059155,
|
|
"sem": 0.001605,
|
|
"min": 0.001712,
|
|
"max": 0.353775,
|
|
"recall-0.025": 0.48489,
|
|
"recall-0.05": 0.681319,
|
|
"recall-0.1": 0.820742,
|
|
"recall-0.15": 0.87294,
|
|
"recall-0.25": 0.909341,
|
|
"recall-0.5": 0.933379,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1365,
|
|
"mean": 0.042586,
|
|
"median": 0.038008,
|
|
"std": 0.023547,
|
|
"sem": 0.000638,
|
|
"min": 0.001201,
|
|
"max": 0.216731,
|
|
"recall-0.025": 0.202048,
|
|
"recall-0.05": 0.664846,
|
|
"recall-0.1": 0.909898,
|
|
"recall-0.15": 0.92901,
|
|
"recall-0.25": 0.931741,
|
|
"recall-0.5": 0.931741,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1366,
|
|
"mean": 0.051212,
|
|
"median": 0.044001,
|
|
"std": 0.032106,
|
|
"sem": 0.000869,
|
|
"min": 0.004905,
|
|
"max": 0.27157,
|
|
"recall-0.025": 0.156207,
|
|
"recall-0.05": 0.539563,
|
|
"recall-0.1": 0.875171,
|
|
"recall-0.15": 0.919509,
|
|
"recall-0.25": 0.929741,
|
|
"recall-0.5": 0.931787,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1355,
|
|
"mean": 0.058575,
|
|
"median": 0.041303,
|
|
"std": 0.065282,
|
|
"sem": 0.001774,
|
|
"min": 0.003716,
|
|
"max": 0.396038,
|
|
"recall-0.025": 0.214334,
|
|
"recall-0.05": 0.582253,
|
|
"recall-0.1": 0.835495,
|
|
"recall-0.15": 0.867577,
|
|
"recall-0.25": 0.896928,
|
|
"recall-0.5": 0.924915,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1352,
|
|
"mean": 0.062818,
|
|
"median": 0.045605,
|
|
"std": 0.0632,
|
|
"sem": 0.001719,
|
|
"min": 0.006358,
|
|
"max": 0.413608,
|
|
"recall-0.025": 0.141878,
|
|
"recall-0.05": 0.519534,
|
|
"recall-0.1": 0.836189,
|
|
"recall-0.15": 0.861549,
|
|
"recall-0.25": 0.89719,
|
|
"recall-0.5": 0.926662,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1300,
|
|
"mean": 0.10852,
|
|
"median": 0.069832,
|
|
"std": 0.111919,
|
|
"sem": 0.003105,
|
|
"min": 0.002475,
|
|
"max": 0.497978,
|
|
"recall-0.025": 0.170882,
|
|
"recall-0.05": 0.369105,
|
|
"recall-0.1": 0.578264,
|
|
"recall-0.15": 0.682843,
|
|
"recall-0.25": 0.768968,
|
|
"recall-0.5": 0.888585,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1283,
|
|
"mean": 0.107637,
|
|
"median": 0.050829,
|
|
"std": 0.117913,
|
|
"sem": 0.003293,
|
|
"min": 0.002089,
|
|
"max": 0.499606,
|
|
"recall-0.025": 0.174658,
|
|
"recall-0.05": 0.428767,
|
|
"recall-0.1": 0.588356,
|
|
"recall-0.15": 0.643836,
|
|
"recall-0.25": 0.744521,
|
|
"recall-0.5": 0.878767,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.39242,
|
|
"recall-0.05": 0.66114,
|
|
"recall-0.1": 0.82923,
|
|
"recall-0.15": 0.86577,
|
|
"recall-0.25": 0.89631,
|
|
"recall-0.5": 0.92333
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 18292,
|
|
"pcp": 0.894737
|
|
}
|
|
```
|
|
|
|
##### 10 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0945663,
|
|
"demosaicing": 0.00225085,
|
|
"avg_time_2d": 0.0322207,
|
|
"avg_time_3d": 0.000495859,
|
|
"fps": 28.5981
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 4.95276e-06,
|
|
"undistort_time": 3.20265e-05,
|
|
"project_time": 5.7527e-06,
|
|
"match_time": 2.61525e-05,
|
|
"pairs_time": 4.63728e-05,
|
|
"pair_scoring_time": 0.000151685,
|
|
"grouping_time": 1.98509e-05,
|
|
"full_time": 0.000115553,
|
|
"merge_time": 5.79176e-05,
|
|
"post_time": 9.60805e-06,
|
|
"convert_time": 1.58305e-07,
|
|
"total_time": 0.000470269
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1485,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1463,
|
|
"invalid_preds": 22,
|
|
"missing": 3,
|
|
"invalid_fraction": 0.01481,
|
|
"precision": 0.98519,
|
|
"recall": 0.99795,
|
|
"f1": 0.99153,
|
|
"non_empty": 1485
|
|
},
|
|
"mpjpe": {
|
|
"count": 1463,
|
|
"mean": 0.0239,
|
|
"median": 0.021747,
|
|
"std": 0.008927,
|
|
"sem": 0.000233,
|
|
"min": 0.009663,
|
|
"max": 0.096886,
|
|
"recall-0.025": 0.673261,
|
|
"recall-0.05": 0.978172,
|
|
"recall-0.1": 0.997954,
|
|
"recall-0.15": 0.997954,
|
|
"recall-0.25": 0.997954,
|
|
"recall-0.5": 0.997954,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.580082,
|
|
"ap-0.05": 0.970148,
|
|
"ap-0.1": 0.995474,
|
|
"ap-0.15": 0.995474,
|
|
"ap-0.25": 0.995474,
|
|
"ap-0.5": 0.995474
|
|
},
|
|
"nose": {
|
|
"count": 1460,
|
|
"mean": 0.010766,
|
|
"median": 0.00951,
|
|
"std": 0.006949,
|
|
"sem": 0.000182,
|
|
"min": 0.000776,
|
|
"max": 0.086262,
|
|
"recall-0.025": 0.973342,
|
|
"recall-0.05": 0.991114,
|
|
"recall-0.1": 0.997949,
|
|
"recall-0.15": 0.997949,
|
|
"recall-0.25": 0.997949,
|
|
"recall-0.5": 0.997949,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1463,
|
|
"mean": 0.012688,
|
|
"median": 0.010903,
|
|
"std": 0.008145,
|
|
"sem": 0.000213,
|
|
"min": 0.000842,
|
|
"max": 0.087706,
|
|
"recall-0.025": 0.92633,
|
|
"recall-0.05": 0.993861,
|
|
"recall-0.1": 0.997954,
|
|
"recall-0.15": 0.997954,
|
|
"recall-0.25": 0.997954,
|
|
"recall-0.5": 0.997954,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1462,
|
|
"mean": 0.014025,
|
|
"median": 0.012256,
|
|
"std": 0.008313,
|
|
"sem": 0.000217,
|
|
"min": 0.001171,
|
|
"max": 0.080622,
|
|
"recall-0.025": 0.904437,
|
|
"recall-0.05": 0.993857,
|
|
"recall-0.1": 0.997952,
|
|
"recall-0.15": 0.997952,
|
|
"recall-0.25": 0.997952,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1462,
|
|
"mean": 0.016924,
|
|
"median": 0.014258,
|
|
"std": 0.010749,
|
|
"sem": 0.000281,
|
|
"min": 0.001348,
|
|
"max": 0.104334,
|
|
"recall-0.025": 0.840956,
|
|
"recall-0.05": 0.97884,
|
|
"recall-0.1": 0.99727,
|
|
"recall-0.15": 0.997952,
|
|
"recall-0.25": 0.997952,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1460,
|
|
"mean": 0.015696,
|
|
"median": 0.014008,
|
|
"std": 0.011094,
|
|
"sem": 0.00029,
|
|
"min": 0.001251,
|
|
"max": 0.166764,
|
|
"recall-0.025": 0.915243,
|
|
"recall-0.05": 0.982912,
|
|
"recall-0.1": 0.994532,
|
|
"recall-0.15": 0.996582,
|
|
"recall-0.25": 0.997949,
|
|
"recall-0.5": 0.997949,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1431,
|
|
"mean": 0.016565,
|
|
"median": 0.011848,
|
|
"std": 0.018504,
|
|
"sem": 0.000489,
|
|
"min": 0.000716,
|
|
"max": 0.17618,
|
|
"recall-0.025": 0.873082,
|
|
"recall-0.05": 0.961646,
|
|
"recall-0.1": 0.983264,
|
|
"recall-0.15": 0.993026,
|
|
"recall-0.25": 0.997908,
|
|
"recall-0.5": 0.997908,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1454,
|
|
"mean": 0.016096,
|
|
"median": 0.012142,
|
|
"std": 0.01623,
|
|
"sem": 0.000426,
|
|
"min": 0.000126,
|
|
"max": 0.211936,
|
|
"recall-0.025": 0.861951,
|
|
"recall-0.05": 0.968407,
|
|
"recall-0.1": 0.991071,
|
|
"recall-0.15": 0.996566,
|
|
"recall-0.25": 0.998626,
|
|
"recall-0.5": 0.998626,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1462,
|
|
"mean": 0.027191,
|
|
"median": 0.024827,
|
|
"std": 0.014882,
|
|
"sem": 0.000389,
|
|
"min": 0.001518,
|
|
"max": 0.11068,
|
|
"recall-0.025": 0.506485,
|
|
"recall-0.05": 0.92901,
|
|
"recall-0.1": 0.995904,
|
|
"recall-0.15": 0.997952,
|
|
"recall-0.25": 0.997952,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1463,
|
|
"mean": 0.027191,
|
|
"median": 0.025317,
|
|
"std": 0.012994,
|
|
"sem": 0.00034,
|
|
"min": 0.002163,
|
|
"max": 0.161695,
|
|
"recall-0.025": 0.489086,
|
|
"recall-0.05": 0.952251,
|
|
"recall-0.1": 0.997271,
|
|
"recall-0.15": 0.997271,
|
|
"recall-0.25": 0.997954,
|
|
"recall-0.5": 0.997954,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1462,
|
|
"mean": 0.027896,
|
|
"median": 0.025749,
|
|
"std": 0.014586,
|
|
"sem": 0.000382,
|
|
"min": 0.001327,
|
|
"max": 0.107717,
|
|
"recall-0.025": 0.477816,
|
|
"recall-0.05": 0.931058,
|
|
"recall-0.1": 0.995904,
|
|
"recall-0.15": 0.997952,
|
|
"recall-0.25": 0.997952,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1456,
|
|
"mean": 0.031275,
|
|
"median": 0.027352,
|
|
"std": 0.018422,
|
|
"sem": 0.000483,
|
|
"min": 0.001948,
|
|
"max": 0.179142,
|
|
"recall-0.025": 0.431117,
|
|
"recall-0.05": 0.878684,
|
|
"recall-0.1": 0.987663,
|
|
"recall-0.15": 0.996573,
|
|
"recall-0.25": 0.997944,
|
|
"recall-0.5": 0.997944,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1459,
|
|
"mean": 0.046371,
|
|
"median": 0.029724,
|
|
"std": 0.047708,
|
|
"sem": 0.001249,
|
|
"min": 0.002652,
|
|
"max": 0.359176,
|
|
"recall-0.025": 0.412167,
|
|
"recall-0.05": 0.709501,
|
|
"recall-0.1": 0.902256,
|
|
"recall-0.15": 0.946685,
|
|
"recall-0.25": 0.990431,
|
|
"recall-0.5": 0.997266,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1456,
|
|
"mean": 0.046474,
|
|
"median": 0.02761,
|
|
"std": 0.055886,
|
|
"sem": 0.001465,
|
|
"min": 0.002526,
|
|
"max": 0.455648,
|
|
"recall-0.025": 0.441781,
|
|
"recall-0.05": 0.768493,
|
|
"recall-0.1": 0.89726,
|
|
"recall-0.15": 0.936986,
|
|
"recall-0.25": 0.976712,
|
|
"recall-0.5": 0.99726,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.696,
|
|
"recall-0.05": 0.92575,
|
|
"recall-0.1": 0.97936,
|
|
"recall-0.15": 0.9881,
|
|
"recall-0.25": 0.99537,
|
|
"recall-0.5": 0.99747
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20356,
|
|
"pcp": 0.995696
|
|
}
|
|
```
|
|
|
|
##### 31 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.317669,
|
|
"demosaicing": 0.0120481,
|
|
"avg_time_2d": 0.0983697,
|
|
"avg_time_3d": 0.00517295,
|
|
"fps": 8.65121
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 1.4671e-05,
|
|
"undistort_time": 9.94009e-05,
|
|
"project_time": 1.89077e-05,
|
|
"match_time": 8.2416e-05,
|
|
"pairs_time": 0.000538682,
|
|
"pair_scoring_time": 0.00224787,
|
|
"grouping_time": 0.000189921,
|
|
"full_time": 0.00108874,
|
|
"merge_time": 0.000705236,
|
|
"post_time": 1.11612e-05,
|
|
"convert_time": 1.97936e-07,
|
|
"total_time": 0.00499746
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1509,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1465,
|
|
"invalid_preds": 44,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.02916,
|
|
"precision": 0.97084,
|
|
"recall": 0.99932,
|
|
"f1": 0.98487,
|
|
"non_empty": 1509
|
|
},
|
|
"mpjpe": {
|
|
"count": 1465,
|
|
"mean": 0.019359,
|
|
"median": 0.018032,
|
|
"std": 0.006927,
|
|
"sem": 0.000181,
|
|
"min": 0.008759,
|
|
"max": 0.110571,
|
|
"recall-0.025": 0.832879,
|
|
"recall-0.05": 0.995907,
|
|
"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": 0.778089,
|
|
"ap-0.05": 0.987979,
|
|
"ap-0.1": 0.991704,
|
|
"ap-0.15": 0.993397,
|
|
"ap-0.25": 0.993397,
|
|
"ap-0.5": 0.993397
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.009189,
|
|
"median": 0.00808,
|
|
"std": 0.006382,
|
|
"sem": 0.000167,
|
|
"min": 0.000316,
|
|
"max": 0.078737,
|
|
"recall-0.025": 0.984279,
|
|
"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": 0.010489,
|
|
"median": 0.009384,
|
|
"std": 0.00617,
|
|
"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": 0.011977,
|
|
"median": 0.010467,
|
|
"std": 0.00727,
|
|
"sem": 0.00019,
|
|
"min": 0.000448,
|
|
"max": 0.131999,
|
|
"recall-0.025": 0.961775,
|
|
"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": 0.013231,
|
|
"median": 0.011927,
|
|
"std": 0.007421,
|
|
"sem": 0.000194,
|
|
"min": 0.001236,
|
|
"max": 0.064667,
|
|
"recall-0.025": 0.941297,
|
|
"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": 0.013539,
|
|
"median": 0.01224,
|
|
"std": 0.008726,
|
|
"sem": 0.000228,
|
|
"min": 0.000584,
|
|
"max": 0.179166,
|
|
"recall-0.025": 0.943951,
|
|
"recall-0.05": 0.991798,
|
|
"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": 0.014083,
|
|
"median": 0.010182,
|
|
"std": 0.016488,
|
|
"sem": 0.000436,
|
|
"min": 0.000713,
|
|
"max": 0.148321,
|
|
"recall-0.025": 0.900279,
|
|
"recall-0.05": 0.970014,
|
|
"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": 0.014024,
|
|
"median": 0.010312,
|
|
"std": 0.013225,
|
|
"sem": 0.000347,
|
|
"min": 0.000813,
|
|
"max": 0.104785,
|
|
"recall-0.025": 0.890797,
|
|
"recall-0.05": 0.976648,
|
|
"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": 0.021145,
|
|
"median": 0.018582,
|
|
"std": 0.011705,
|
|
"sem": 0.000306,
|
|
"min": 0.001997,
|
|
"max": 0.087718,
|
|
"recall-0.025": 0.746075,
|
|
"recall-0.05": 0.964505,
|
|
"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": 0.022276,
|
|
"median": 0.021585,
|
|
"std": 0.011145,
|
|
"sem": 0.000291,
|
|
"min": 0.001586,
|
|
"max": 0.241688,
|
|
"recall-0.025": 0.622783,
|
|
"recall-0.05": 0.991814,
|
|
"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": 0.022664,
|
|
"median": 0.021203,
|
|
"std": 0.011418,
|
|
"sem": 0.000299,
|
|
"min": 0.001709,
|
|
"max": 0.113856,
|
|
"recall-0.025": 0.644369,
|
|
"recall-0.05": 0.979522,
|
|
"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": 0.025132,
|
|
"median": 0.023776,
|
|
"std": 0.015236,
|
|
"sem": 0.000399,
|
|
"min": 0.001766,
|
|
"max": 0.177469,
|
|
"recall-0.025": 0.541467,
|
|
"recall-0.05": 0.967101,
|
|
"recall-0.1": 0.990404,
|
|
"recall-0.15": 0.997944,
|
|
"recall-0.25": 0.999315,
|
|
"recall-0.5": 0.999315,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1462,
|
|
"mean": 0.03612,
|
|
"median": 0.024095,
|
|
"std": 0.032657,
|
|
"sem": 0.000854,
|
|
"min": 0.001969,
|
|
"max": 0.243894,
|
|
"recall-0.025": 0.526316,
|
|
"recall-0.05": 0.785373,
|
|
"recall-0.1": 0.933014,
|
|
"recall-0.15": 0.991798,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1458,
|
|
"mean": 0.036574,
|
|
"median": 0.024929,
|
|
"std": 0.034409,
|
|
"sem": 0.000901,
|
|
"min": 0.001251,
|
|
"max": 0.285853,
|
|
"recall-0.025": 0.50137,
|
|
"recall-0.05": 0.773288,
|
|
"recall-0.1": 0.936301,
|
|
"recall-0.15": 0.979452,
|
|
"recall-0.25": 0.99726,
|
|
"recall-0.5": 0.99863,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.78215,
|
|
"recall-0.05": 0.95234,
|
|
"recall-0.1": 0.98705,
|
|
"recall-0.15": 0.99674,
|
|
"recall-0.25": 0.99879,
|
|
"recall-0.5": 0.99889
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20407,
|
|
"pcp": 0.99819
|
|
}
|
|
```
|
|
|
|
### IkeaAsm
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0317525,
|
|
"demosaicing": 0.000678883,
|
|
"avg_time_2d": 0.00854502,
|
|
"avg_time_3d": 3.28613e-05,
|
|
"fps": 108.029
|
|
}
|
|
{
|
|
"triangulator_calls": 479,
|
|
"init_time": 2.81193e-06,
|
|
"undistort_time": 4.96263e-06,
|
|
"project_time": 4.2423e-07,
|
|
"match_time": 9.58927e-07,
|
|
"pairs_time": 3.71848e-07,
|
|
"pair_scoring_time": 7.13907e-06,
|
|
"grouping_time": 6.90313e-07,
|
|
"full_time": 3.95796e-06,
|
|
"merge_time": 2.12479e-06,
|
|
"post_time": 5.34428e-06,
|
|
"convert_time": 7.14739e-08,
|
|
"total_time": 2.90926e-05
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 479,
|
|
"total_labels": 479,
|
|
"total_preds": 584,
|
|
"considered_empty": 0,
|
|
"valid_preds": 443,
|
|
"invalid_preds": 141,
|
|
"missing": 36,
|
|
"invalid_fraction": 0.24144,
|
|
"precision": 0.75856,
|
|
"recall": 0.92484,
|
|
"f1": 0.83349,
|
|
"non_empty": 584
|
|
},
|
|
"mpjpe": {
|
|
"count": 443,
|
|
"mean": 0.073811,
|
|
"median": 0.059533,
|
|
"std": 0.044453,
|
|
"sem": 0.002114,
|
|
"min": 0.018892,
|
|
"max": 0.357707,
|
|
"recall-0.025": 0.031315,
|
|
"recall-0.05": 0.365344,
|
|
"recall-0.1": 0.718163,
|
|
"recall-0.15": 0.870564,
|
|
"recall-0.25": 0.916493,
|
|
"recall-0.5": 0.924843,
|
|
"num_labels": 479,
|
|
"ap-0.025": 0.000833,
|
|
"ap-0.05": 0.143335,
|
|
"ap-0.1": 0.501718,
|
|
"ap-0.15": 0.706833,
|
|
"ap-0.25": 0.786245,
|
|
"ap-0.5": 0.803641
|
|
},
|
|
"head": {
|
|
"count": 421,
|
|
"mean": 0.03689,
|
|
"median": 0.033322,
|
|
"std": 0.018862,
|
|
"sem": 0.00092,
|
|
"min": 0.001558,
|
|
"max": 0.145839,
|
|
"recall-0.025": 0.29646,
|
|
"recall-0.05": 0.730088,
|
|
"recall-0.1": 0.926991,
|
|
"recall-0.15": 0.931416,
|
|
"recall-0.25": 0.931416,
|
|
"recall-0.5": 0.931416,
|
|
"num_labels": 452
|
|
},
|
|
"shoulder_left": {
|
|
"count": 420,
|
|
"mean": 0.041867,
|
|
"median": 0.036198,
|
|
"std": 0.01936,
|
|
"sem": 0.000946,
|
|
"min": 0.009033,
|
|
"max": 0.148262,
|
|
"recall-0.025": 0.105727,
|
|
"recall-0.05": 0.713656,
|
|
"recall-0.1": 0.905286,
|
|
"recall-0.15": 0.92511,
|
|
"recall-0.25": 0.92511,
|
|
"recall-0.5": 0.92511,
|
|
"num_labels": 454
|
|
},
|
|
"shoulder_right": {
|
|
"count": 433,
|
|
"mean": 0.029518,
|
|
"median": 0.028202,
|
|
"std": 0.009841,
|
|
"sem": 0.000473,
|
|
"min": 0.006306,
|
|
"max": 0.082541,
|
|
"recall-0.025": 0.32334,
|
|
"recall-0.05": 0.895075,
|
|
"recall-0.1": 0.927195,
|
|
"recall-0.15": 0.927195,
|
|
"recall-0.25": 0.927195,
|
|
"recall-0.5": 0.927195,
|
|
"num_labels": 467
|
|
},
|
|
"elbow_left": {
|
|
"count": 408,
|
|
"mean": 0.031037,
|
|
"median": 0.023888,
|
|
"std": 0.023902,
|
|
"sem": 0.001185,
|
|
"min": 0.002712,
|
|
"max": 0.194997,
|
|
"recall-0.025": 0.491991,
|
|
"recall-0.05": 0.796339,
|
|
"recall-0.1": 0.915332,
|
|
"recall-0.15": 0.929062,
|
|
"recall-0.25": 0.933638,
|
|
"recall-0.5": 0.933638,
|
|
"num_labels": 437
|
|
},
|
|
"elbow_right": {
|
|
"count": 413,
|
|
"mean": 0.026787,
|
|
"median": 0.024368,
|
|
"std": 0.016907,
|
|
"sem": 0.000833,
|
|
"min": 0.001053,
|
|
"max": 0.195409,
|
|
"recall-0.025": 0.496599,
|
|
"recall-0.05": 0.868481,
|
|
"recall-0.1": 0.931973,
|
|
"recall-0.15": 0.93424,
|
|
"recall-0.25": 0.936508,
|
|
"recall-0.5": 0.936508,
|
|
"num_labels": 441
|
|
},
|
|
"wrist_left": {
|
|
"count": 407,
|
|
"mean": 0.032816,
|
|
"median": 0.026127,
|
|
"std": 0.030979,
|
|
"sem": 0.001537,
|
|
"min": 0.000365,
|
|
"max": 0.336293,
|
|
"recall-0.025": 0.442661,
|
|
"recall-0.05": 0.81422,
|
|
"recall-0.1": 0.91055,
|
|
"recall-0.15": 0.919725,
|
|
"recall-0.25": 0.928899,
|
|
"recall-0.5": 0.933486,
|
|
"num_labels": 436
|
|
},
|
|
"wrist_right": {
|
|
"count": 416,
|
|
"mean": 0.027295,
|
|
"median": 0.023784,
|
|
"std": 0.022632,
|
|
"sem": 0.001111,
|
|
"min": 0.002123,
|
|
"max": 0.230751,
|
|
"recall-0.025": 0.495516,
|
|
"recall-0.05": 0.88565,
|
|
"recall-0.1": 0.91704,
|
|
"recall-0.15": 0.926009,
|
|
"recall-0.25": 0.932735,
|
|
"recall-0.5": 0.932735,
|
|
"num_labels": 446
|
|
},
|
|
"hip_left": {
|
|
"count": 297,
|
|
"mean": 0.100986,
|
|
"median": 0.094681,
|
|
"std": 0.03307,
|
|
"sem": 0.001922,
|
|
"min": 0.041723,
|
|
"max": 0.291977,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.019108,
|
|
"recall-0.1": 0.55414,
|
|
"recall-0.15": 0.875796,
|
|
"recall-0.25": 0.93949,
|
|
"recall-0.5": 0.94586,
|
|
"num_labels": 314
|
|
},
|
|
"hip_right": {
|
|
"count": 243,
|
|
"mean": 0.089626,
|
|
"median": 0.086351,
|
|
"std": 0.032581,
|
|
"sem": 0.002094,
|
|
"min": 0.021341,
|
|
"max": 0.277167,
|
|
"recall-0.025": 0.003846,
|
|
"recall-0.05": 0.057692,
|
|
"recall-0.1": 0.680769,
|
|
"recall-0.15": 0.892308,
|
|
"recall-0.25": 0.926923,
|
|
"recall-0.5": 0.934615,
|
|
"num_labels": 260
|
|
},
|
|
"knee_left": {
|
|
"count": 250,
|
|
"mean": 0.135721,
|
|
"median": 0.100319,
|
|
"std": 0.099758,
|
|
"sem": 0.006322,
|
|
"min": 0.012383,
|
|
"max": 0.49552,
|
|
"recall-0.025": 0.018116,
|
|
"recall-0.05": 0.09058,
|
|
"recall-0.1": 0.452899,
|
|
"recall-0.15": 0.634058,
|
|
"recall-0.25": 0.789855,
|
|
"recall-0.5": 0.905797,
|
|
"num_labels": 276
|
|
},
|
|
"knee_right": {
|
|
"count": 193,
|
|
"mean": 0.108496,
|
|
"median": 0.062057,
|
|
"std": 0.108505,
|
|
"sem": 0.007831,
|
|
"min": 0.014451,
|
|
"max": 0.494486,
|
|
"recall-0.025": 0.04186,
|
|
"recall-0.05": 0.306977,
|
|
"recall-0.1": 0.651163,
|
|
"recall-0.15": 0.706977,
|
|
"recall-0.25": 0.795349,
|
|
"recall-0.5": 0.897674,
|
|
"num_labels": 215
|
|
},
|
|
"ankle_left": {
|
|
"count": 72,
|
|
"mean": 0.310746,
|
|
"median": 0.324206,
|
|
"std": 0.116753,
|
|
"sem": 0.013856,
|
|
"min": 0.02336,
|
|
"max": 0.493405,
|
|
"recall-0.025": 0.007576,
|
|
"recall-0.05": 0.015152,
|
|
"recall-0.1": 0.022727,
|
|
"recall-0.15": 0.075758,
|
|
"recall-0.25": 0.136364,
|
|
"recall-0.5": 0.545455,
|
|
"num_labels": 132
|
|
},
|
|
"ankle_right": {
|
|
"count": 69,
|
|
"mean": 0.342505,
|
|
"median": 0.396395,
|
|
"std": 0.142725,
|
|
"sem": 0.017308,
|
|
"min": 0.02477,
|
|
"max": 0.496782,
|
|
"recall-0.025": 0.007874,
|
|
"recall-0.05": 0.023622,
|
|
"recall-0.1": 0.070866,
|
|
"recall-0.15": 0.110236,
|
|
"recall-0.25": 0.11811,
|
|
"recall-0.5": 0.543307,
|
|
"num_labels": 127
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4457,
|
|
"recall-0.025": 0.26767,
|
|
"recall-0.05": 0.59749,
|
|
"recall-0.1": 0.78528,
|
|
"recall-0.15": 0.84362,
|
|
"recall-0.25": 0.8674,
|
|
"recall-0.5": 0.90509
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4313,
|
|
"correct_parts": 3794,
|
|
"pcp": 0.879666
|
|
}
|
|
```
|
|
|
|
### CHI3D
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0172133,
|
|
"demosaicing": 0.000526241,
|
|
"avg_time_2d": 0.00998027,
|
|
"avg_time_3d": 6.29145e-05,
|
|
"fps": 94.6125
|
|
}
|
|
{
|
|
"triangulator_calls": 390,
|
|
"init_time": 3.32883e-06,
|
|
"undistort_time": 7.36325e-06,
|
|
"project_time": 1.385e-06,
|
|
"match_time": 3.4595e-06,
|
|
"pairs_time": 7.13631e-07,
|
|
"pair_scoring_time": 1.19587e-05,
|
|
"grouping_time": 2.16811e-06,
|
|
"full_time": 1.47405e-05,
|
|
"merge_time": 6.08468e-06,
|
|
"post_time": 6.13947e-06,
|
|
"convert_time": 9.39564e-08,
|
|
"total_time": 5.76726e-05
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 390,
|
|
"total_labels": 780,
|
|
"total_preds": 777,
|
|
"considered_empty": 0,
|
|
"valid_preds": 777,
|
|
"invalid_preds": 0,
|
|
"missing": 3,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 0.99615,
|
|
"f1": 0.99807,
|
|
"non_empty": 777
|
|
},
|
|
"mpjpe": {
|
|
"count": 777,
|
|
"mean": 0.059795,
|
|
"median": 0.057644,
|
|
"std": 0.01158,
|
|
"sem": 0.000416,
|
|
"min": 0.043081,
|
|
"max": 0.161047,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.058974,
|
|
"recall-0.1": 0.987179,
|
|
"recall-0.15": 0.992308,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 0.005031,
|
|
"ap-0.1": 0.987003,
|
|
"ap-0.15": 0.992186,
|
|
"ap-0.25": 0.996154,
|
|
"ap-0.5": 0.996154
|
|
},
|
|
"head": {
|
|
"count": 777,
|
|
"mean": 0.032849,
|
|
"median": 0.02889,
|
|
"std": 0.018081,
|
|
"sem": 0.000649,
|
|
"min": 0.003336,
|
|
"max": 0.236729,
|
|
"recall-0.025": 0.370513,
|
|
"recall-0.05": 0.835897,
|
|
"recall-0.1": 0.991026,
|
|
"recall-0.15": 0.994872,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"shoulder_left": {
|
|
"count": 777,
|
|
"mean": 0.063725,
|
|
"median": 0.061636,
|
|
"std": 0.02279,
|
|
"sem": 0.000818,
|
|
"min": 0.003706,
|
|
"max": 0.192847,
|
|
"recall-0.025": 0.010256,
|
|
"recall-0.05": 0.311538,
|
|
"recall-0.1": 0.960256,
|
|
"recall-0.15": 0.992308,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"shoulder_right": {
|
|
"count": 777,
|
|
"mean": 0.064311,
|
|
"median": 0.062367,
|
|
"std": 0.017627,
|
|
"sem": 0.000633,
|
|
"min": 0.00645,
|
|
"max": 0.133633,
|
|
"recall-0.025": 0.014103,
|
|
"recall-0.05": 0.174359,
|
|
"recall-0.1": 0.961538,
|
|
"recall-0.15": 0.996154,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"elbow_left": {
|
|
"count": 776,
|
|
"mean": 0.055696,
|
|
"median": 0.048231,
|
|
"std": 0.027198,
|
|
"sem": 0.000977,
|
|
"min": 0.015892,
|
|
"max": 0.295215,
|
|
"recall-0.025": 0.017949,
|
|
"recall-0.05": 0.537179,
|
|
"recall-0.1": 0.934615,
|
|
"recall-0.15": 0.979487,
|
|
"recall-0.25": 0.992308,
|
|
"recall-0.5": 0.994872,
|
|
"num_labels": 780
|
|
},
|
|
"elbow_right": {
|
|
"count": 777,
|
|
"mean": 0.064114,
|
|
"median": 0.061539,
|
|
"std": 0.024768,
|
|
"sem": 0.000889,
|
|
"min": 0.015015,
|
|
"max": 0.216922,
|
|
"recall-0.025": 0.001282,
|
|
"recall-0.05": 0.280769,
|
|
"recall-0.1": 0.941026,
|
|
"recall-0.15": 0.970513,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"wrist_left": {
|
|
"count": 774,
|
|
"mean": 0.048139,
|
|
"median": 0.043293,
|
|
"std": 0.034121,
|
|
"sem": 0.001227,
|
|
"min": 0.006671,
|
|
"max": 0.430452,
|
|
"recall-0.025": 0.133333,
|
|
"recall-0.05": 0.674359,
|
|
"recall-0.1": 0.947436,
|
|
"recall-0.15": 0.978205,
|
|
"recall-0.25": 0.987179,
|
|
"recall-0.5": 0.992308,
|
|
"num_labels": 780
|
|
},
|
|
"wrist_right": {
|
|
"count": 771,
|
|
"mean": 0.065615,
|
|
"median": 0.06446,
|
|
"std": 0.034619,
|
|
"sem": 0.001248,
|
|
"min": 0.013844,
|
|
"max": 0.282031,
|
|
"recall-0.025": 0.016667,
|
|
"recall-0.05": 0.338462,
|
|
"recall-0.1": 0.919231,
|
|
"recall-0.15": 0.960256,
|
|
"recall-0.25": 0.985897,
|
|
"recall-0.5": 0.988462,
|
|
"num_labels": 780
|
|
},
|
|
"hip_left": {
|
|
"count": 777,
|
|
"mean": 0.083448,
|
|
"median": 0.084348,
|
|
"std": 0.02046,
|
|
"sem": 0.000734,
|
|
"min": 0.027865,
|
|
"max": 0.144259,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.061538,
|
|
"recall-0.1": 0.782051,
|
|
"recall-0.15": 0.996154,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"hip_right": {
|
|
"count": 777,
|
|
"mean": 0.10584,
|
|
"median": 0.104554,
|
|
"std": 0.018135,
|
|
"sem": 0.000651,
|
|
"min": 0.05627,
|
|
"max": 0.17111,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.0,
|
|
"recall-0.1": 0.388462,
|
|
"recall-0.15": 0.978205,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"knee_left": {
|
|
"count": 777,
|
|
"mean": 0.048307,
|
|
"median": 0.046812,
|
|
"std": 0.019978,
|
|
"sem": 0.000717,
|
|
"min": 0.012707,
|
|
"max": 0.202218,
|
|
"recall-0.025": 0.057692,
|
|
"recall-0.05": 0.612821,
|
|
"recall-0.1": 0.953846,
|
|
"recall-0.15": 0.991026,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"knee_right": {
|
|
"count": 777,
|
|
"mean": 0.05249,
|
|
"median": 0.050503,
|
|
"std": 0.018171,
|
|
"sem": 0.000652,
|
|
"min": 0.01206,
|
|
"max": 0.132138,
|
|
"recall-0.025": 0.021795,
|
|
"recall-0.05": 0.487179,
|
|
"recall-0.1": 0.982051,
|
|
"recall-0.15": 0.996154,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"ankle_left": {
|
|
"count": 777,
|
|
"mean": 0.049663,
|
|
"median": 0.046727,
|
|
"std": 0.014928,
|
|
"sem": 0.000536,
|
|
"min": 0.014128,
|
|
"max": 0.175912,
|
|
"recall-0.025": 0.008974,
|
|
"recall-0.05": 0.638462,
|
|
"recall-0.1": 0.980769,
|
|
"recall-0.15": 0.99359,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"ankle_right": {
|
|
"count": 777,
|
|
"mean": 0.034199,
|
|
"median": 0.030212,
|
|
"std": 0.015583,
|
|
"sem": 0.000559,
|
|
"min": 0.007645,
|
|
"max": 0.160324,
|
|
"recall-0.025": 0.292308,
|
|
"recall-0.05": 0.870513,
|
|
"recall-0.1": 0.99359,
|
|
"recall-0.15": 0.994872,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 10140,
|
|
"recall-0.025": 0.07219,
|
|
"recall-0.05": 0.44734,
|
|
"recall-0.1": 0.90207,
|
|
"recall-0.15": 0.9859,
|
|
"recall-0.25": 0.99418,
|
|
"recall-0.5": 0.99517
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10920,
|
|
"correct_parts": 10778,
|
|
"pcp": 0.986996
|
|
}
|
|
```
|
|
|
|
### Tsinghua
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.111384,
|
|
"demosaicing": 0.0028934,
|
|
"avg_time_2d": 0.0182718,
|
|
"avg_time_3d": 0.000173656,
|
|
"fps": 46.8629
|
|
}
|
|
{
|
|
"triangulator_calls": 210,
|
|
"init_time": 3.00196e-06,
|
|
"undistort_time": 1.60722e-05,
|
|
"project_time": 2.8304e-06,
|
|
"match_time": 9.96175e-06,
|
|
"pairs_time": 5.76251e-06,
|
|
"pair_scoring_time": 4.08175e-05,
|
|
"grouping_time": 7.69874e-06,
|
|
"full_time": 4.87778e-05,
|
|
"merge_time": 2.09705e-05,
|
|
"post_time": 7.89212e-06,
|
|
"convert_time": 1.28324e-07,
|
|
"total_time": 0.000164149
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 210,
|
|
"total_labels": 630,
|
|
"total_preds": 633,
|
|
"considered_empty": 0,
|
|
"valid_preds": 630,
|
|
"invalid_preds": 3,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.00474,
|
|
"precision": 0.99526,
|
|
"recall": 1.0,
|
|
"f1": 0.99762,
|
|
"non_empty": 633
|
|
},
|
|
"mpjpe": {
|
|
"count": 630,
|
|
"mean": 0.052815,
|
|
"median": 0.048901,
|
|
"std": 0.017768,
|
|
"sem": 0.000708,
|
|
"min": 0.030026,
|
|
"max": 0.140544,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.547619,
|
|
"recall-0.1": 0.957143,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 0.361138,
|
|
"ap-0.1": 0.948655,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 598,
|
|
"mean": 0.039486,
|
|
"median": 0.037585,
|
|
"std": 0.012351,
|
|
"sem": 0.000505,
|
|
"min": 0.015282,
|
|
"max": 0.093636,
|
|
"recall-0.025": 0.100334,
|
|
"recall-0.05": 0.802676,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 598
|
|
},
|
|
"shoulder_left": {
|
|
"count": 630,
|
|
"mean": 0.059002,
|
|
"median": 0.05653,
|
|
"std": 0.01806,
|
|
"sem": 0.00072,
|
|
"min": 0.021049,
|
|
"max": 0.13335,
|
|
"recall-0.025": 0.009524,
|
|
"recall-0.05": 0.347619,
|
|
"recall-0.1": 0.988889,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"shoulder_right": {
|
|
"count": 630,
|
|
"mean": 0.061351,
|
|
"median": 0.060799,
|
|
"std": 0.019246,
|
|
"sem": 0.000767,
|
|
"min": 0.015158,
|
|
"max": 0.129927,
|
|
"recall-0.025": 0.004762,
|
|
"recall-0.05": 0.336508,
|
|
"recall-0.1": 0.965079,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"elbow_left": {
|
|
"count": 630,
|
|
"mean": 0.049613,
|
|
"median": 0.046687,
|
|
"std": 0.019794,
|
|
"sem": 0.000789,
|
|
"min": 0.004776,
|
|
"max": 0.150097,
|
|
"recall-0.025": 0.063492,
|
|
"recall-0.05": 0.580952,
|
|
"recall-0.1": 0.979365,
|
|
"recall-0.15": 0.998413,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"elbow_right": {
|
|
"count": 629,
|
|
"mean": 0.049365,
|
|
"median": 0.046448,
|
|
"std": 0.02426,
|
|
"sem": 0.000968,
|
|
"min": 0.00534,
|
|
"max": 0.167672,
|
|
"recall-0.025": 0.127186,
|
|
"recall-0.05": 0.588235,
|
|
"recall-0.1": 0.952305,
|
|
"recall-0.15": 0.99682,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"wrist_left": {
|
|
"count": 630,
|
|
"mean": 0.046092,
|
|
"median": 0.040675,
|
|
"std": 0.024539,
|
|
"sem": 0.000978,
|
|
"min": 0.004704,
|
|
"max": 0.17701,
|
|
"recall-0.025": 0.155556,
|
|
"recall-0.05": 0.660317,
|
|
"recall-0.1": 0.960317,
|
|
"recall-0.15": 0.995238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"wrist_right": {
|
|
"count": 625,
|
|
"mean": 0.050809,
|
|
"median": 0.046546,
|
|
"std": 0.023783,
|
|
"sem": 0.000952,
|
|
"min": 0.007026,
|
|
"max": 0.225441,
|
|
"recall-0.025": 0.0896,
|
|
"recall-0.05": 0.5648,
|
|
"recall-0.1": 0.9632,
|
|
"recall-0.15": 0.9984,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 625
|
|
},
|
|
"hip_left": {
|
|
"count": 630,
|
|
"mean": 0.052212,
|
|
"median": 0.048901,
|
|
"std": 0.021367,
|
|
"sem": 0.000852,
|
|
"min": 0.004154,
|
|
"max": 0.146755,
|
|
"recall-0.025": 0.05873,
|
|
"recall-0.05": 0.525397,
|
|
"recall-0.1": 0.966667,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"hip_right": {
|
|
"count": 629,
|
|
"mean": 0.053057,
|
|
"median": 0.049733,
|
|
"std": 0.023992,
|
|
"sem": 0.000957,
|
|
"min": 0.00992,
|
|
"max": 0.129218,
|
|
"recall-0.025": 0.112878,
|
|
"recall-0.05": 0.502385,
|
|
"recall-0.1": 0.955485,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"knee_left": {
|
|
"count": 628,
|
|
"mean": 0.047937,
|
|
"median": 0.036391,
|
|
"std": 0.04679,
|
|
"sem": 0.001869,
|
|
"min": 0.007665,
|
|
"max": 0.367525,
|
|
"recall-0.025": 0.230892,
|
|
"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": 0.055058,
|
|
"median": 0.037973,
|
|
"std": 0.071747,
|
|
"sem": 0.002863,
|
|
"min": 0.004541,
|
|
"max": 0.495748,
|
|
"recall-0.025": 0.214626,
|
|
"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": 0.057175,
|
|
"median": 0.043069,
|
|
"std": 0.069817,
|
|
"sem": 0.002808,
|
|
"min": 0.010858,
|
|
"max": 0.487315,
|
|
"recall-0.025": 0.092084,
|
|
"recall-0.05": 0.678514,
|
|
"recall-0.1": 0.951535,
|
|
"recall-0.15": 0.959612,
|
|
"recall-0.25": 0.966074,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 619
|
|
},
|
|
"ankle_right": {
|
|
"count": 602,
|
|
"mean": 0.047174,
|
|
"median": 0.041546,
|
|
"std": 0.044345,
|
|
"sem": 0.001809,
|
|
"min": 0.004139,
|
|
"max": 0.447056,
|
|
"recall-0.025": 0.173633,
|
|
"recall-0.05": 0.694534,
|
|
"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": 0.10936,
|
|
"recall-0.05": 0.59183,
|
|
"recall-0.1": 0.96039,
|
|
"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": 0.023819,
|
|
"demosaicing": 0.000592636,
|
|
"avg_time_2d": 0.00836484,
|
|
"avg_time_3d": 3.39228e-05,
|
|
"fps": 111.217
|
|
}
|
|
{
|
|
"triangulator_calls": 200,
|
|
"init_time": 2.32901e-06,
|
|
"undistort_time": 3.80476e-06,
|
|
"project_time": 1.5805e-08,
|
|
"match_time": 1.6475e-08,
|
|
"pairs_time": 1.94975e-07,
|
|
"pair_scoring_time": 5.96606e-06,
|
|
"grouping_time": 1.01088e-06,
|
|
"full_time": 7.36997e-06,
|
|
"merge_time": 3.18934e-06,
|
|
"post_time": 4.69211e-06,
|
|
"convert_time": 5.8275e-08,
|
|
"total_time": 2.88801e-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": 0.0235073,
|
|
"demosaicing": 0.000589444,
|
|
"avg_time_2d": 0.0116123,
|
|
"avg_time_3d": 0.000121054,
|
|
"fps": 81.1505
|
|
}
|
|
{
|
|
"triangulator_calls": 200,
|
|
"init_time": 2.67115e-06,
|
|
"undistort_time": 2.52513e-05,
|
|
"project_time": 1.555e-08,
|
|
"match_time": 1.642e-08,
|
|
"pairs_time": 1.9683e-07,
|
|
"pair_scoring_time": 5.97079e-06,
|
|
"grouping_time": 9.66385e-07,
|
|
"full_time": 4.41648e-05,
|
|
"merge_time": 1.4283e-05,
|
|
"post_time": 2.2505e-05,
|
|
"convert_time": 2.6854e-07,
|
|
"total_time": 0.000116544
|
|
}
|
|
{
|
|
"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,
|
|
"min": 0.004202,
|
|
"max": 0.219616,
|
|
"recall-0.025": 0.515,
|
|
"recall-0.05": 0.855,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ear_right": {
|
|
"count": 200,
|
|
"mean": 0.043015,
|
|
"median": 0.039425,
|
|
"std": 0.026459,
|
|
"sem": 0.001876,
|
|
"min": 0.002505,
|
|
"max": 0.138899,
|
|
"recall-0.025": 0.295,
|
|
"recall-0.05": 0.63,
|
|
"recall-0.1": 0.97,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_left": {
|
|
"count": 200,
|
|
"mean": 0.023877,
|
|
"median": 0.021513,
|
|
"std": 0.014109,
|
|
"sem": 0.001,
|
|
"min": 0.002461,
|
|
"max": 0.104549,
|
|
"recall-0.025": 0.63,
|
|
"recall-0.05": 0.95,
|
|
"recall-0.1": 0.995,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_right": {
|
|
"count": 200,
|
|
"mean": 0.02695,
|
|
"median": 0.0233,
|
|
"std": 0.014795,
|
|
"sem": 0.001049,
|
|
"min": 0.004178,
|
|
"max": 0.072909,
|
|
"recall-0.025": 0.545,
|
|
"recall-0.05": 0.905,
|
|
"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": 0.021677,
|
|
"median": 0.016634,
|
|
"std": 0.023216,
|
|
"sem": 0.001646,
|
|
"min": 0.002008,
|
|
"max": 0.247412,
|
|
"recall-0.025": 0.73,
|
|
"recall-0.05": 0.95,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"elbow_right": {
|
|
"count": 200,
|
|
"mean": 0.024505,
|
|
"median": 0.017624,
|
|
"std": 0.019537,
|
|
"sem": 0.001385,
|
|
"min": 0.003031,
|
|
"max": 0.103508,
|
|
"recall-0.025": 0.67,
|
|
"recall-0.05": 0.9,
|
|
"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": 0.027435,
|
|
"median": 0.017966,
|
|
"std": 0.029582,
|
|
"sem": 0.002097,
|
|
"min": 0.003329,
|
|
"max": 0.23237,
|
|
"recall-0.025": 0.645,
|
|
"recall-0.05": 0.895,
|
|
"recall-0.1": 0.97,
|
|
"recall-0.15": 0.98,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_right": {
|
|
"count": 200,
|
|
"mean": 0.036665,
|
|
"median": 0.022618,
|
|
"std": 0.048261,
|
|
"sem": 0.003421,
|
|
"min": 0.002976,
|
|
"max": 0.371082,
|
|
"recall-0.025": 0.575,
|
|
"recall-0.05": 0.825,
|
|
"recall-0.1": 0.95,
|
|
"recall-0.15": 0.97,
|
|
"recall-0.25": 0.98,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_left": {
|
|
"count": 200,
|
|
"mean": 0.035064,
|
|
"median": 0.029984,
|
|
"std": 0.022685,
|
|
"sem": 0.001608,
|
|
"min": 0.005819,
|
|
"max": 0.176941,
|
|
"recall-0.025": 0.38,
|
|
"recall-0.05": 0.815,
|
|
"recall-0.1": 0.98,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_right": {
|
|
"count": 200,
|
|
"mean": 0.033735,
|
|
"median": 0.030102,
|
|
"std": 0.018224,
|
|
"sem": 0.001292,
|
|
"min": 0.00097,
|
|
"max": 0.117044,
|
|
"recall-0.025": 0.38,
|
|
"recall-0.05": 0.85,
|
|
"recall-0.1": 0.995,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"knee_left": {
|
|
"count": 200,
|
|
"mean": 0.020595,
|
|
"median": 0.015311,
|
|
"std": 0.021856,
|
|
"sem": 0.001549,
|
|
"min": 0.002048,
|
|
"max": 0.197537,
|
|
"recall-0.025": 0.76,
|
|
"recall-0.05": 0.945,
|
|
"recall-0.1": 0.98,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"knee_right": {
|
|
"count": 200,
|
|
"mean": 0.021333,
|
|
"median": 0.015069,
|
|
"std": 0.024815,
|
|
"sem": 0.001759,
|
|
"min": 0.002367,
|
|
"max": 0.216081,
|
|
"recall-0.025": 0.81,
|
|
"recall-0.05": 0.94,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_left": {
|
|
"count": 200,
|
|
"mean": 0.017341,
|
|
"median": 0.012738,
|
|
"std": 0.020491,
|
|
"sem": 0.001453,
|
|
"min": 0.001469,
|
|
"max": 0.155266,
|
|
"recall-0.025": 0.865,
|
|
"recall-0.05": 0.965,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_right": {
|
|
"count": 200,
|
|
"mean": 0.017116,
|
|
"median": 0.0125,
|
|
"std": 0.021011,
|
|
"sem": 0.001489,
|
|
"min": 0.001497,
|
|
"max": 0.193888,
|
|
"recall-0.025": 0.86,
|
|
"recall-0.05": 0.965,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_toe_big_left": {
|
|
"count": 200,
|
|
"mean": 0.029415,
|
|
"median": 0.019869,
|
|
"std": 0.033826,
|
|
"sem": 0.002398,
|
|
"min": 0.00136,
|
|
"max": 0.292789,
|
|
"recall-0.025": 0.61,
|
|
"recall-0.05": 0.885,
|
|
"recall-0.1": 0.965,
|
|
"recall-0.15": 0.98,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_toe_small_left": {
|
|
"count": 200,
|
|
"mean": 0.0235,
|
|
"median": 0.016685,
|
|
"std": 0.03086,
|
|
"sem": 0.002188,
|
|
"min": 0.001576,
|
|
"max": 0.302265,
|
|
"recall-0.025": 0.745,
|
|
"recall-0.05": 0.945,
|
|
"recall-0.1": 0.965,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_heel_left": {
|
|
"count": 200,
|
|
"mean": 0.024912,
|
|
"median": 0.019353,
|
|
"std": 0.027076,
|
|
"sem": 0.001919,
|
|
"min": 0.001328,
|
|
"max": 0.250806,
|
|
"recall-0.025": 0.69,
|
|
"recall-0.05": 0.955,
|
|
"recall-0.1": 0.98,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_toe_big_right": {
|
|
"count": 200,
|
|
"mean": 0.02901,
|
|
"median": 0.02184,
|
|
"std": 0.030211,
|
|
"sem": 0.002142,
|
|
"min": 0.001041,
|
|
"max": 0.268712,
|
|
"recall-0.025": 0.61,
|
|
"recall-0.05": 0.92,
|
|
"recall-0.1": 0.96,
|
|
"recall-0.15": 0.98,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_toe_small_right": {
|
|
"count": 200,
|
|
"mean": 0.030329,
|
|
"median": 0.020855,
|
|
"std": 0.036213,
|
|
"sem": 0.002567,
|
|
"min": 0.001543,
|
|
"max": 0.272089,
|
|
"recall-0.025": 0.59,
|
|
"recall-0.05": 0.885,
|
|
"recall-0.1": 0.965,
|
|
"recall-0.15": 0.975,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_heel_right": {
|
|
"count": 200,
|
|
"mean": 0.024686,
|
|
"median": 0.018502,
|
|
"std": 0.024944,
|
|
"sem": 0.001768,
|
|
"min": 0.002751,
|
|
"max": 0.192564,
|
|
"recall-0.025": 0.7,
|
|
"recall-0.05": 0.925,
|
|
"recall-0.1": 0.98,
|
|
"recall-0.15": 0.98,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"face_jaw_right_1": {
|
|
"count": 200,
|
|
"mean": 0.100806,
|
|
"median": 0.086277,
|
|
"std": 0.059757,
|
|
"sem": 0.004236,
|
|
"min": 0.009981,
|
|
"max": 0.381206,
|
|
"recall-0.025": 0.045,
|
|
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"recall-0.05": 0.795,
|
|
"recall-0.1": 0.885,
|
|
"recall-0.15": 0.95,
|
|
"recall-0.25": 0.98,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_thumb_right_2": {
|
|
"count": 200,
|
|
"mean": 0.039857,
|
|
"median": 0.025043,
|
|
"std": 0.048145,
|
|
"sem": 0.003413,
|
|
"min": 0.001805,
|
|
"max": 0.42042,
|
|
"recall-0.025": 0.5,
|
|
"recall-0.05": 0.775,
|
|
"recall-0.1": 0.94,
|
|
"recall-0.15": 0.965,
|
|
"recall-0.25": 0.985,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_thumb_right_3": {
|
|
"count": 200,
|
|
"mean": 0.044614,
|
|
"median": 0.027544,
|
|
"std": 0.055948,
|
|
"sem": 0.003966,
|
|
"min": 0.004693,
|
|
"max": 0.32412,
|
|
"recall-0.025": 0.46,
|
|
"recall-0.05": 0.78,
|
|
"recall-0.1": 0.91,
|
|
"recall-0.15": 0.935,
|
|
"recall-0.25": 0.975,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_thumb_right_4": {
|
|
"count": 200,
|
|
"mean": 0.045618,
|
|
"median": 0.027807,
|
|
"std": 0.057362,
|
|
"sem": 0.004066,
|
|
"min": 0.00248,
|
|
"max": 0.358723,
|
|
"recall-0.025": 0.45,
|
|
"recall-0.05": 0.77,
|
|
"recall-0.1": 0.91,
|
|
"recall-0.15": 0.94,
|
|
"recall-0.25": 0.98,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_index_right_1": {
|
|
"count": 200,
|
|
"mean": 0.041036,
|
|
"median": 0.025547,
|
|
"std": 0.05278,
|
|
"sem": 0.003741,
|
|
"min": 0.001898,
|
|
"max": 0.451145,
|
|
"recall-0.025": 0.48,
|
|
"recall-0.05": 0.8,
|
|
"recall-0.1": 0.93,
|
|
"recall-0.15": 0.95,
|
|
"recall-0.25": 0.985,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_index_right_2": {
|
|
"count": 200,
|
|
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|
|
"median": 0.025421,
|
|
"std": 0.054654,
|
|
"sem": 0.003874,
|
|
"min": 0.002666,
|
|
"max": 0.364414,
|
|
"recall-0.025": 0.485,
|
|
"recall-0.05": 0.8,
|
|
"recall-0.1": 0.93,
|
|
"recall-0.15": 0.935,
|
|
"recall-0.25": 0.98,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_index_right_3": {
|
|
"count": 200,
|
|
"mean": 0.041255,
|
|
"median": 0.027401,
|
|
"std": 0.052063,
|
|
"sem": 0.003691,
|
|
"min": 0.001575,
|
|
"max": 0.368067,
|
|
"recall-0.025": 0.45,
|
|
"recall-0.05": 0.785,
|
|
"recall-0.1": 0.93,
|
|
"recall-0.15": 0.945,
|
|
"recall-0.25": 0.985,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_index_right_4": {
|
|
"count": 200,
|
|
"mean": 0.043523,
|
|
"median": 0.027012,
|
|
"std": 0.05295,
|
|
"sem": 0.003754,
|
|
"min": 0.002726,
|
|
"max": 0.363995,
|
|
"recall-0.025": 0.46,
|
|
"recall-0.05": 0.785,
|
|
"recall-0.1": 0.92,
|
|
"recall-0.15": 0.945,
|
|
"recall-0.25": 0.99,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_middle_right_1": {
|
|
"count": 200,
|
|
"mean": 0.04555,
|
|
"median": 0.022814,
|
|
"std": 0.062545,
|
|
"sem": 0.004434,
|
|
"min": 0.00287,
|
|
"max": 0.458185,
|
|
"recall-0.025": 0.555,
|
|
"recall-0.05": 0.795,
|
|
"recall-0.1": 0.88,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.98,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_middle_right_2": {
|
|
"count": 200,
|
|
"mean": 0.04681,
|
|
"median": 0.023993,
|
|
"std": 0.066628,
|
|
"sem": 0.004723,
|
|
"min": 0.002403,
|
|
"max": 0.481331,
|
|
"recall-0.025": 0.53,
|
|
"recall-0.05": 0.77,
|
|
"recall-0.1": 0.885,
|
|
"recall-0.15": 0.935,
|
|
"recall-0.25": 0.975,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_middle_right_3": {
|
|
"count": 200,
|
|
"mean": 0.047808,
|
|
"median": 0.026102,
|
|
"std": 0.064483,
|
|
"sem": 0.004571,
|
|
"min": 0.001578,
|
|
"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": 0.326747,
|
|
"demosaicing": 0.0117012,
|
|
"avg_time_2d": 0.0277632,
|
|
"avg_time_3d": 0.000309155,
|
|
"fps": 25.1424
|
|
}
|
|
{
|
|
"triangulator_calls": 100,
|
|
"init_time": 4.43411e-06,
|
|
"undistort_time": 2.42916e-05,
|
|
"project_time": 6.43102e-06,
|
|
"match_time": 2.09974e-05,
|
|
"pairs_time": 2.30002e-05,
|
|
"pair_scoring_time": 7.42104e-05,
|
|
"grouping_time": 1.34778e-05,
|
|
"full_time": 8.17173e-05,
|
|
"merge_time": 3.87299e-05,
|
|
"post_time": 1.10696e-05,
|
|
"convert_time": 2.1836e-07,
|
|
"total_time": 0.000298821
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 100,
|
|
"total_labels": 400,
|
|
"total_preds": 444,
|
|
"considered_empty": 0,
|
|
"valid_preds": 386,
|
|
"invalid_preds": 58,
|
|
"missing": 14,
|
|
"invalid_fraction": 0.13063,
|
|
"precision": 0.86937,
|
|
"recall": 0.965,
|
|
"f1": 0.91469,
|
|
"non_empty": 444
|
|
},
|
|
"mpjpe": {
|
|
"count": 386,
|
|
"mean": 0.044566,
|
|
"median": 0.032287,
|
|
"std": 0.030776,
|
|
"sem": 0.001568,
|
|
"min": 0.014478,
|
|
"max": 0.190119,
|
|
"recall-0.025": 0.2125,
|
|
"recall-0.05": 0.71,
|
|
"recall-0.1": 0.9075,
|
|
"recall-0.15": 0.94,
|
|
"recall-0.25": 0.965,
|
|
"recall-0.5": 0.965,
|
|
"num_labels": 400,
|
|
"ap-0.025": 0.060453,
|
|
"ap-0.05": 0.648411,
|
|
"ap-0.1": 0.883537,
|
|
"ap-0.15": 0.918937,
|
|
"ap-0.25": 0.943234,
|
|
"ap-0.5": 0.943234
|
|
},
|
|
"head": {
|
|
"count": 385,
|
|
"mean": 0.042419,
|
|
"median": 0.037421,
|
|
"std": 0.027907,
|
|
"sem": 0.001424,
|
|
"min": 0.001506,
|
|
"max": 0.250813,
|
|
"recall-0.025": 0.215,
|
|
"recall-0.05": 0.7025,
|
|
"recall-0.1": 0.93,
|
|
"recall-0.15": 0.95,
|
|
"recall-0.25": 0.9575,
|
|
"recall-0.5": 0.9625,
|
|
"num_labels": 400
|
|
},
|
|
"shoulder_left": {
|
|
"count": 386,
|
|
"mean": 0.037791,
|
|
"median": 0.031495,
|
|
"std": 0.030883,
|
|
"sem": 0.001574,
|
|
"min": 0.005156,
|
|
"max": 0.351009,
|
|
"recall-0.025": 0.325,
|
|
"recall-0.05": 0.77,
|
|
"recall-0.1": 0.945,
|
|
"recall-0.15": 0.955,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.965,
|
|
"num_labels": 400
|
|
},
|
|
"shoulder_right": {
|
|
"count": 386,
|
|
"mean": 0.038612,
|
|
"median": 0.032389,
|
|
"std": 0.031986,
|
|
"sem": 0.00163,
|
|
"min": 0.002905,
|
|
"max": 0.390315,
|
|
"recall-0.025": 0.2975,
|
|
"recall-0.05": 0.795,
|
|
"recall-0.1": 0.9275,
|
|
"recall-0.15": 0.95,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.965,
|
|
"num_labels": 400
|
|
},
|
|
"elbow_left": {
|
|
"count": 386,
|
|
"mean": 0.02939,
|
|
"median": 0.024484,
|
|
"std": 0.027402,
|
|
"sem": 0.001397,
|
|
"min": 0.003054,
|
|
"max": 0.348844,
|
|
"recall-0.025": 0.5075,
|
|
"recall-0.05": 0.8925,
|
|
"recall-0.1": 0.9475,
|
|
"recall-0.15": 0.955,
|
|
"recall-0.25": 0.9625,
|
|
"recall-0.5": 0.965,
|
|
"num_labels": 400
|
|
},
|
|
"elbow_right": {
|
|
"count": 386,
|
|
"mean": 0.03627,
|
|
"median": 0.028945,
|
|
"std": 0.029449,
|
|
"sem": 0.001501,
|
|
"min": 0.005415,
|
|
"max": 0.268305,
|
|
"recall-0.025": 0.385,
|
|
"recall-0.05": 0.8,
|
|
"recall-0.1": 0.9325,
|
|
"recall-0.15": 0.9525,
|
|
"recall-0.25": 0.9625,
|
|
"recall-0.5": 0.965,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_left": {
|
|
"count": 386,
|
|
"mean": 0.036174,
|
|
"median": 0.026754,
|
|
"std": 0.039405,
|
|
"sem": 0.002008,
|
|
"min": 0.002705,
|
|
"max": 0.489153,
|
|
"recall-0.025": 0.435,
|
|
"recall-0.05": 0.8075,
|
|
"recall-0.1": 0.9275,
|
|
"recall-0.15": 0.945,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.965,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_right": {
|
|
"count": 384,
|
|
"mean": 0.039163,
|
|
"median": 0.027856,
|
|
"std": 0.036738,
|
|
"sem": 0.001877,
|
|
"min": 0.001477,
|
|
"max": 0.227887,
|
|
"recall-0.025": 0.425,
|
|
"recall-0.05": 0.745,
|
|
"recall-0.1": 0.9025,
|
|
"recall-0.15": 0.9325,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.96,
|
|
"num_labels": 400
|
|
},
|
|
"hip_left": {
|
|
"count": 386,
|
|
"mean": 0.04767,
|
|
"median": 0.039782,
|
|
"std": 0.030894,
|
|
"sem": 0.001574,
|
|
"min": 0.002335,
|
|
"max": 0.205704,
|
|
"recall-0.025": 0.23,
|
|
"recall-0.05": 0.6375,
|
|
"recall-0.1": 0.905,
|
|
"recall-0.15": 0.955,
|
|
"recall-0.25": 0.965,
|
|
"recall-0.5": 0.965,
|
|
"num_labels": 400
|
|
},
|
|
"hip_right": {
|
|
"count": 386,
|
|
"mean": 0.050277,
|
|
"median": 0.040307,
|
|
"std": 0.037465,
|
|
"sem": 0.001909,
|
|
"min": 0.00209,
|
|
"max": 0.253614,
|
|
"recall-0.025": 0.22,
|
|
"recall-0.05": 0.6125,
|
|
"recall-0.1": 0.8625,
|
|
"recall-0.15": 0.9375,
|
|
"recall-0.25": 0.9625,
|
|
"recall-0.5": 0.965,
|
|
"num_labels": 400
|
|
},
|
|
"knee_left": {
|
|
"count": 386,
|
|
"mean": 0.039586,
|
|
"median": 0.027432,
|
|
"std": 0.041926,
|
|
"sem": 0.002137,
|
|
"min": 0.003206,
|
|
"max": 0.318744,
|
|
"recall-0.025": 0.4175,
|
|
"recall-0.05": 0.785,
|
|
"recall-0.1": 0.915,
|
|
"recall-0.15": 0.935,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.965,
|
|
"num_labels": 400
|
|
},
|
|
"knee_right": {
|
|
"count": 386,
|
|
"mean": 0.050287,
|
|
"median": 0.025476,
|
|
"std": 0.081256,
|
|
"sem": 0.004141,
|
|
"min": 0.002579,
|
|
"max": 0.491857,
|
|
"recall-0.025": 0.4725,
|
|
"recall-0.05": 0.79,
|
|
"recall-0.1": 0.865,
|
|
"recall-0.15": 0.8975,
|
|
"recall-0.25": 0.92,
|
|
"recall-0.5": 0.965,
|
|
"num_labels": 400
|
|
},
|
|
"ankle_left": {
|
|
"count": 385,
|
|
"mean": 0.043134,
|
|
"median": 0.026326,
|
|
"std": 0.057327,
|
|
"sem": 0.002925,
|
|
"min": 0.002246,
|
|
"max": 0.462023,
|
|
"recall-0.025": 0.4675,
|
|
"recall-0.05": 0.775,
|
|
"recall-0.1": 0.8775,
|
|
"recall-0.15": 0.9225,
|
|
"recall-0.25": 0.945,
|
|
"recall-0.5": 0.9625,
|
|
"num_labels": 400
|
|
},
|
|
"ankle_right": {
|
|
"count": 373,
|
|
"mean": 0.062166,
|
|
"median": 0.029815,
|
|
"std": 0.086863,
|
|
"sem": 0.004504,
|
|
"min": 0.002596,
|
|
"max": 0.480586,
|
|
"recall-0.025": 0.3925,
|
|
"recall-0.05": 0.655,
|
|
"recall-0.1": 0.7975,
|
|
"recall-0.15": 0.8325,
|
|
"recall-0.25": 0.8725,
|
|
"recall-0.5": 0.9325,
|
|
"num_labels": 400
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 5200,
|
|
"recall-0.025": 0.36827,
|
|
"recall-0.05": 0.75115,
|
|
"recall-0.1": 0.90269,
|
|
"recall-0.15": 0.93231,
|
|
"recall-0.25": 0.94981,
|
|
"recall-0.5": 0.96173
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5600,
|
|
"correct_parts": 5299,
|
|
"pcp": 0.94625
|
|
}
|
|
```
|
|
|
|
##### legoassemble
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.28805,
|
|
"demosaicing": 0.0116658,
|
|
"avg_time_2d": 0.0242561,
|
|
"avg_time_3d": 0.000238594,
|
|
"fps": 27.6545
|
|
}
|
|
{
|
|
"triangulator_calls": 121,
|
|
"init_time": 4.08595e-06,
|
|
"undistort_time": 1.86801e-05,
|
|
"project_time": 3.94954e-06,
|
|
"match_time": 1.34596e-05,
|
|
"pairs_time": 1.04499e-05,
|
|
"pair_scoring_time": 6.02329e-05,
|
|
"grouping_time": 1.08765e-05,
|
|
"full_time": 6.96021e-05,
|
|
"merge_time": 3.28607e-05,
|
|
"post_time": 8.28535e-06,
|
|
"convert_time": 1.28521e-07,
|
|
"total_time": 0.000232845
|
|
}
|
|
{
|
|
"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": 0.02531,
|
|
"median": 0.024368,
|
|
"std": 0.007125,
|
|
"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": 0.318122,
|
|
"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": 0.027212,
|
|
"median": 0.023301,
|
|
"std": 0.016729,
|
|
"sem": 0.000879,
|
|
"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": 0.026811,
|
|
"median": 0.02088,
|
|
"std": 0.020969,
|
|
"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": 0.022904,
|
|
"median": 0.020067,
|
|
"std": 0.012887,
|
|
"sem": 0.000677,
|
|
"min": 0.002877,
|
|
"max": 0.101877,
|
|
"recall-0.025": 0.630854,
|
|
"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": 0.021899,
|
|
"median": 0.018853,
|
|
"std": 0.015431,
|
|
"sem": 0.000811,
|
|
"min": 0.001506,
|
|
"max": 0.207187,
|
|
"recall-0.025": 0.710744,
|
|
"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": 0.018188,
|
|
"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": 0.02269,
|
|
"median": 0.018257,
|
|
"std": 0.017904,
|
|
"sem": 0.000941,
|
|
"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": 0.019404,
|
|
"median": 0.01794,
|
|
"std": 0.01083,
|
|
"sem": 0.000569,
|
|
"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": 0.030718,
|
|
"median": 0.026467,
|
|
"std": 0.016823,
|
|
"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": 0.031392,
|
|
"median": 0.028633,
|
|
"std": 0.017027,
|
|
"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": 0.02865,
|
|
"median": 0.020813,
|
|
"std": 0.02391,
|
|
"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": 0.013372,
|
|
"sem": 0.000703,
|
|
"min": 0.001885,
|
|
"max": 0.067752,
|
|
"recall-0.025": 0.62259,
|
|
"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": 0.027932,
|
|
"median": 0.021889,
|
|
"std": 0.022421,
|
|
"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": 0.027802,
|
|
"median": 0.021428,
|
|
"std": 0.02231,
|
|
"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": 0.62026,
|
|
"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": 0.309183,
|
|
"demosaicing": 0.0128576,
|
|
"avg_time_2d": 0.0292881,
|
|
"avg_time_3d": 0.000438352,
|
|
"fps": 23.4829
|
|
}
|
|
{
|
|
"triangulator_calls": 166,
|
|
"init_time": 4.69469e-06,
|
|
"undistort_time": 2.60795e-05,
|
|
"project_time": 5.99894e-06,
|
|
"match_time": 2.4449e-05,
|
|
"pairs_time": 2.79082e-05,
|
|
"pair_scoring_time": 0.000109809,
|
|
"grouping_time": 2.17006e-05,
|
|
"full_time": 0.000134199,
|
|
"merge_time": 6.01664e-05,
|
|
"post_time": 9.65646e-06,
|
|
"convert_time": 1.84584e-07,
|
|
"total_time": 0.000425084
|
|
}
|
|
{
|
|
"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": 0.023995,
|
|
"median": 0.020687,
|
|
"std": 0.008579,
|
|
"sem": 0.000472,
|
|
"min": 0.011549,
|
|
"max": 0.053609,
|
|
"recall-0.025": 0.659639,
|
|
"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": 0.334434,
|
|
"ap-0.05": 0.69633,
|
|
"ap-0.1": 0.723417,
|
|
"ap-0.15": 0.723417,
|
|
"ap-0.25": 0.723417,
|
|
"ap-0.5": 0.723417
|
|
},
|
|
"head": {
|
|
"count": 332,
|
|
"mean": 0.039637,
|
|
"median": 0.039723,
|
|
"std": 0.020379,
|
|
"sem": 0.00112,
|
|
"min": 0.003048,
|
|
"max": 0.102672,
|
|
"recall-0.025": 0.289157,
|
|
"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": 0.023128,
|
|
"median": 0.020367,
|
|
"std": 0.012288,
|
|
"sem": 0.000675,
|
|
"min": 0.001007,
|
|
"max": 0.083168,
|
|
"recall-0.025": 0.701807,
|
|
"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": 0.028305,
|
|
"median": 0.020614,
|
|
"std": 0.021764,
|
|
"sem": 0.001196,
|
|
"min": 0.002427,
|
|
"max": 0.145471,
|
|
"recall-0.025": 0.620482,
|
|
"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": 0.019095,
|
|
"median": 0.016275,
|
|
"std": 0.01051,
|
|
"sem": 0.000578,
|
|
"min": 0.002854,
|
|
"max": 0.072498,
|
|
"recall-0.025": 0.774096,
|
|
"recall-0.05": 0.981928,
|
|
"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": 0.023372,
|
|
"median": 0.019581,
|
|
"std": 0.015797,
|
|
"sem": 0.000868,
|
|
"min": 0.001531,
|
|
"max": 0.115047,
|
|
"recall-0.025": 0.713855,
|
|
"recall-0.05": 0.921687,
|
|
"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": 0.019054,
|
|
"median": 0.012855,
|
|
"std": 0.017428,
|
|
"sem": 0.000958,
|
|
"min": 0.001622,
|
|
"max": 0.105623,
|
|
"recall-0.025": 0.76506,
|
|
"recall-0.05": 0.927711,
|
|
"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": 0.024673,
|
|
"median": 0.019091,
|
|
"std": 0.018977,
|
|
"sem": 0.001043,
|
|
"min": 0.003551,
|
|
"max": 0.177674,
|
|
"recall-0.025": 0.665663,
|
|
"recall-0.05": 0.903614,
|
|
"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": 0.029132,
|
|
"median": 0.025095,
|
|
"std": 0.017047,
|
|
"sem": 0.000937,
|
|
"min": 0.005652,
|
|
"max": 0.10606,
|
|
"recall-0.025": 0.490964,
|
|
"recall-0.05": 0.903614,
|
|
"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": 0.029315,
|
|
"median": 0.025823,
|
|
"std": 0.015808,
|
|
"sem": 0.000869,
|
|
"min": 0.001028,
|
|
"max": 0.106962,
|
|
"recall-0.025": 0.487952,
|
|
"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": 0.020965,
|
|
"median": 0.015535,
|
|
"std": 0.015531,
|
|
"sem": 0.000854,
|
|
"min": 0.001814,
|
|
"max": 0.099969,
|
|
"recall-0.025": 0.746988,
|
|
"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": 0.019054,
|
|
"median": 0.013204,
|
|
"std": 0.016014,
|
|
"sem": 0.00088,
|
|
"min": 0.001764,
|
|
"max": 0.103151,
|
|
"recall-0.025": 0.75,
|
|
"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": 0.013524,
|
|
"median": 0.010247,
|
|
"std": 0.009565,
|
|
"sem": 0.000526,
|
|
"min": 0.001938,
|
|
"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": 0.02268,
|
|
"median": 0.020518,
|
|
"std": 0.013499,
|
|
"sem": 0.000742,
|
|
"min": 0.002687,
|
|
"max": 0.107519,
|
|
"recall-0.025": 0.78012,
|
|
"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": 0.66589,
|
|
"recall-0.05": 0.91381,
|
|
"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": 0.305674,
|
|
"demosaicing": 0.0114629,
|
|
"avg_time_2d": 0.0281976,
|
|
"avg_time_3d": 0.000438417,
|
|
"fps": 24.9383
|
|
}
|
|
{
|
|
"triangulator_calls": 110,
|
|
"init_time": 4.95232e-06,
|
|
"undistort_time": 2.52531e-05,
|
|
"project_time": 5.4585e-06,
|
|
"match_time": 2.41548e-05,
|
|
"pairs_time": 2.70104e-05,
|
|
"pair_scoring_time": 0.000113288,
|
|
"grouping_time": 3.64481e-05,
|
|
"full_time": 0.000128769,
|
|
"merge_time": 5.28623e-05,
|
|
"post_time": 1.04197e-05,
|
|
"convert_time": 1.99982e-07,
|
|
"total_time": 0.000429058
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 110,
|
|
"total_labels": 330,
|
|
"total_preds": 452,
|
|
"considered_empty": 0,
|
|
"valid_preds": 330,
|
|
"invalid_preds": 122,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.26991,
|
|
"precision": 0.73009,
|
|
"recall": 1.0,
|
|
"f1": 0.84399,
|
|
"non_empty": 452
|
|
},
|
|
"mpjpe": {
|
|
"count": 330,
|
|
"mean": 0.040685,
|
|
"median": 0.035927,
|
|
"std": 0.015409,
|
|
"sem": 0.00085,
|
|
"min": 0.018223,
|
|
"max": 0.1026,
|
|
"recall-0.025": 0.10303,
|
|
"recall-0.05": 0.772727,
|
|
"recall-0.1": 0.99697,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330,
|
|
"ap-0.025": 0.012663,
|
|
"ap-0.05": 0.524153,
|
|
"ap-0.1": 0.746912,
|
|
"ap-0.15": 0.751238,
|
|
"ap-0.25": 0.751238,
|
|
"ap-0.5": 0.751238
|
|
},
|
|
"head": {
|
|
"count": 330,
|
|
"mean": 0.047557,
|
|
"median": 0.041541,
|
|
"std": 0.025848,
|
|
"sem": 0.001425,
|
|
"min": 0.00847,
|
|
"max": 0.15047,
|
|
"recall-0.025": 0.160606,
|
|
"recall-0.05": 0.642424,
|
|
"recall-0.1": 0.957576,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"shoulder_left": {
|
|
"count": 330,
|
|
"mean": 0.046277,
|
|
"median": 0.042165,
|
|
"std": 0.024931,
|
|
"sem": 0.001374,
|
|
"min": 0.004988,
|
|
"max": 0.161785,
|
|
"recall-0.025": 0.181818,
|
|
"recall-0.05": 0.642424,
|
|
"recall-0.1": 0.972727,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"shoulder_right": {
|
|
"count": 330,
|
|
"mean": 0.04116,
|
|
"median": 0.036567,
|
|
"std": 0.023032,
|
|
"sem": 0.00127,
|
|
"min": 0.004716,
|
|
"max": 0.128906,
|
|
"recall-0.025": 0.239394,
|
|
"recall-0.05": 0.769697,
|
|
"recall-0.1": 0.966667,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"elbow_left": {
|
|
"count": 330,
|
|
"mean": 0.044633,
|
|
"median": 0.036936,
|
|
"std": 0.028574,
|
|
"sem": 0.001575,
|
|
"min": 0.005789,
|
|
"max": 0.201307,
|
|
"recall-0.025": 0.242424,
|
|
"recall-0.05": 0.675758,
|
|
"recall-0.1": 0.945455,
|
|
"recall-0.15": 0.990909,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"elbow_right": {
|
|
"count": 330,
|
|
"mean": 0.042338,
|
|
"median": 0.036531,
|
|
"std": 0.027079,
|
|
"sem": 0.001493,
|
|
"min": 0.002959,
|
|
"max": 0.173688,
|
|
"recall-0.025": 0.269697,
|
|
"recall-0.05": 0.687879,
|
|
"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": 330,
|
|
"mean": 0.047385,
|
|
"median": 0.039396,
|
|
"std": 0.036092,
|
|
"sem": 0.00199,
|
|
"min": 0.00312,
|
|
"max": 0.362224,
|
|
"recall-0.025": 0.230303,
|
|
"recall-0.05": 0.618182,
|
|
"recall-0.1": 0.948485,
|
|
"recall-0.15": 0.984848,
|
|
"recall-0.25": 0.993939,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"wrist_right": {
|
|
"count": 330,
|
|
"mean": 0.048453,
|
|
"median": 0.041322,
|
|
"std": 0.031797,
|
|
"sem": 0.001753,
|
|
"min": 0.006494,
|
|
"max": 0.316471,
|
|
"recall-0.025": 0.178788,
|
|
"recall-0.05": 0.642424,
|
|
"recall-0.1": 0.942424,
|
|
"recall-0.15": 0.987879,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"hip_left": {
|
|
"count": 330,
|
|
"mean": 0.042356,
|
|
"median": 0.038505,
|
|
"std": 0.02243,
|
|
"sem": 0.001237,
|
|
"min": 0.004392,
|
|
"max": 0.142299,
|
|
"recall-0.025": 0.233333,
|
|
"recall-0.05": 0.681818,
|
|
"recall-0.1": 0.978788,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"hip_right": {
|
|
"count": 330,
|
|
"mean": 0.040304,
|
|
"median": 0.036005,
|
|
"std": 0.02231,
|
|
"sem": 0.00123,
|
|
"min": 0.003065,
|
|
"max": 0.132718,
|
|
"recall-0.025": 0.278788,
|
|
"recall-0.05": 0.675758,
|
|
"recall-0.1": 0.981818,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"knee_left": {
|
|
"count": 330,
|
|
"mean": 0.033253,
|
|
"median": 0.029765,
|
|
"std": 0.02064,
|
|
"sem": 0.001138,
|
|
"min": 0.002812,
|
|
"max": 0.120657,
|
|
"recall-0.025": 0.412121,
|
|
"recall-0.05": 0.806061,
|
|
"recall-0.1": 0.990909,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"knee_right": {
|
|
"count": 330,
|
|
"mean": 0.034384,
|
|
"median": 0.028609,
|
|
"std": 0.021406,
|
|
"sem": 0.00118,
|
|
"min": 0.003795,
|
|
"max": 0.145665,
|
|
"recall-0.025": 0.406061,
|
|
"recall-0.05": 0.781818,
|
|
"recall-0.1": 0.987879,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"ankle_left": {
|
|
"count": 330,
|
|
"mean": 0.031106,
|
|
"median": 0.025596,
|
|
"std": 0.02344,
|
|
"sem": 0.001292,
|
|
"min": 0.001782,
|
|
"max": 0.150282,
|
|
"recall-0.025": 0.487879,
|
|
"recall-0.05": 0.842424,
|
|
"recall-0.1": 0.972727,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"ankle_right": {
|
|
"count": 330,
|
|
"mean": 0.029694,
|
|
"median": 0.025146,
|
|
"std": 0.019564,
|
|
"sem": 0.001079,
|
|
"min": 0.000855,
|
|
"max": 0.125573,
|
|
"recall-0.025": 0.493939,
|
|
"recall-0.05": 0.875758,
|
|
"recall-0.1": 0.987879,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4290,
|
|
"recall-0.025": 0.29184,
|
|
"recall-0.05": 0.71725,
|
|
"recall-0.1": 0.96737,
|
|
"recall-0.15": 0.9951,
|
|
"recall-0.25": 0.99907,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4620,
|
|
"correct_parts": 4604,
|
|
"pcp": 0.996537
|
|
}
|
|
```
|
|
|
|
##### volleyball
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.47791,
|
|
"demosaicing": 0.0182909,
|
|
"avg_time_2d": 0.0520221,
|
|
"avg_time_3d": 0.00104659,
|
|
"fps": 14.0135
|
|
}
|
|
{
|
|
"triangulator_calls": 121,
|
|
"init_time": 6.88679e-06,
|
|
"undistort_time": 5.23905e-05,
|
|
"project_time": 9.0497e-06,
|
|
"match_time": 4.01391e-05,
|
|
"pairs_time": 8.70057e-05,
|
|
"pair_scoring_time": 0.000336236,
|
|
"grouping_time": 0.000163269,
|
|
"full_time": 0.000251549,
|
|
"merge_time": 8.83633e-05,
|
|
"post_time": 1.10199e-05,
|
|
"convert_time": 2.06455e-07,
|
|
"total_time": 0.00104636
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 121,
|
|
"total_labels": 484,
|
|
"total_preds": 486,
|
|
"considered_empty": 0,
|
|
"valid_preds": 480,
|
|
"invalid_preds": 6,
|
|
"missing": 4,
|
|
"invalid_fraction": 0.01235,
|
|
"precision": 0.98765,
|
|
"recall": 0.99174,
|
|
"f1": 0.98969,
|
|
"non_empty": 486
|
|
},
|
|
"mpjpe": {
|
|
"count": 480,
|
|
"mean": 0.029067,
|
|
"median": 0.02717,
|
|
"std": 0.009821,
|
|
"sem": 0.000449,
|
|
"min": 0.013032,
|
|
"max": 0.103851,
|
|
"recall-0.025": 0.38843,
|
|
"recall-0.05": 0.958678,
|
|
"recall-0.1": 0.989669,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484,
|
|
"ap-0.025": 0.16244,
|
|
"ap-0.05": 0.916549,
|
|
"ap-0.1": 0.977493,
|
|
"ap-0.15": 0.98115,
|
|
"ap-0.25": 0.98115,
|
|
"ap-0.5": 0.98115
|
|
},
|
|
"head": {
|
|
"count": 480,
|
|
"mean": 0.029284,
|
|
"median": 0.024585,
|
|
"std": 0.017404,
|
|
"sem": 0.000795,
|
|
"min": 0.002961,
|
|
"max": 0.092373,
|
|
"recall-0.025": 0.510331,
|
|
"recall-0.05": 0.85124,
|
|
"recall-0.1": 0.991736,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"shoulder_left": {
|
|
"count": 480,
|
|
"mean": 0.029962,
|
|
"median": 0.02579,
|
|
"std": 0.017266,
|
|
"sem": 0.000789,
|
|
"min": 0.004219,
|
|
"max": 0.106701,
|
|
"recall-0.025": 0.477273,
|
|
"recall-0.05": 0.859504,
|
|
"recall-0.1": 0.989669,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"shoulder_right": {
|
|
"count": 480,
|
|
"mean": 0.029944,
|
|
"median": 0.025774,
|
|
"std": 0.019391,
|
|
"sem": 0.000886,
|
|
"min": 0.001207,
|
|
"max": 0.125026,
|
|
"recall-0.025": 0.483471,
|
|
"recall-0.05": 0.86157,
|
|
"recall-0.1": 0.981405,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"elbow_left": {
|
|
"count": 480,
|
|
"mean": 0.03003,
|
|
"median": 0.026939,
|
|
"std": 0.0171,
|
|
"sem": 0.000781,
|
|
"min": 0.001985,
|
|
"max": 0.135678,
|
|
"recall-0.025": 0.452479,
|
|
"recall-0.05": 0.880165,
|
|
"recall-0.1": 0.985537,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"elbow_right": {
|
|
"count": 480,
|
|
"mean": 0.031044,
|
|
"median": 0.025261,
|
|
"std": 0.022934,
|
|
"sem": 0.001048,
|
|
"min": 0.001452,
|
|
"max": 0.251242,
|
|
"recall-0.025": 0.491736,
|
|
"recall-0.05": 0.873967,
|
|
"recall-0.1": 0.97314,
|
|
"recall-0.15": 0.987603,
|
|
"recall-0.25": 0.989669,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"wrist_left": {
|
|
"count": 480,
|
|
"mean": 0.034327,
|
|
"median": 0.028784,
|
|
"std": 0.023075,
|
|
"sem": 0.001054,
|
|
"min": 0.001608,
|
|
"max": 0.198774,
|
|
"recall-0.025": 0.392562,
|
|
"recall-0.05": 0.820248,
|
|
"recall-0.1": 0.971074,
|
|
"recall-0.15": 0.985537,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"wrist_right": {
|
|
"count": 480,
|
|
"mean": 0.034724,
|
|
"median": 0.028681,
|
|
"std": 0.02866,
|
|
"sem": 0.00131,
|
|
"min": 0.00237,
|
|
"max": 0.387798,
|
|
"recall-0.025": 0.419421,
|
|
"recall-0.05": 0.820248,
|
|
"recall-0.1": 0.971074,
|
|
"recall-0.15": 0.987603,
|
|
"recall-0.25": 0.989669,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"hip_left": {
|
|
"count": 480,
|
|
"mean": 0.035295,
|
|
"median": 0.032683,
|
|
"std": 0.016579,
|
|
"sem": 0.000758,
|
|
"min": 0.002139,
|
|
"max": 0.120143,
|
|
"recall-0.025": 0.289256,
|
|
"recall-0.05": 0.822314,
|
|
"recall-0.1": 0.989669,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"hip_right": {
|
|
"count": 480,
|
|
"mean": 0.037307,
|
|
"median": 0.031413,
|
|
"std": 0.022956,
|
|
"sem": 0.001049,
|
|
"min": 0.003771,
|
|
"max": 0.136829,
|
|
"recall-0.025": 0.305785,
|
|
"recall-0.05": 0.793388,
|
|
"recall-0.1": 0.96281,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"knee_left": {
|
|
"count": 480,
|
|
"mean": 0.020766,
|
|
"median": 0.017399,
|
|
"std": 0.01289,
|
|
"sem": 0.000589,
|
|
"min": 0.003105,
|
|
"max": 0.089005,
|
|
"recall-0.025": 0.727273,
|
|
"recall-0.05": 0.952479,
|
|
"recall-0.1": 0.991736,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"knee_right": {
|
|
"count": 480,
|
|
"mean": 0.023133,
|
|
"median": 0.019258,
|
|
"std": 0.015197,
|
|
"sem": 0.000694,
|
|
"min": 0.001804,
|
|
"max": 0.092539,
|
|
"recall-0.025": 0.667355,
|
|
"recall-0.05": 0.929752,
|
|
"recall-0.1": 0.991736,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"ankle_left": {
|
|
"count": 480,
|
|
"mean": 0.020493,
|
|
"median": 0.01753,
|
|
"std": 0.013087,
|
|
"sem": 0.000598,
|
|
"min": 0.00256,
|
|
"max": 0.123888,
|
|
"recall-0.025": 0.731405,
|
|
"recall-0.05": 0.958678,
|
|
"recall-0.1": 0.989669,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"ankle_right": {
|
|
"count": 480,
|
|
"mean": 0.021566,
|
|
"median": 0.018121,
|
|
"std": 0.012989,
|
|
"sem": 0.000594,
|
|
"min": 0.001731,
|
|
"max": 0.095336,
|
|
"recall-0.025": 0.710744,
|
|
"recall-0.05": 0.944215,
|
|
"recall-0.1": 0.991736,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 6292,
|
|
"recall-0.025": 0.51128,
|
|
"recall-0.05": 0.87333,
|
|
"recall-0.1": 0.98204,
|
|
"recall-0.15": 0.99015,
|
|
"recall-0.25": 0.9911,
|
|
"recall-0.5": 0.99174
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6776,
|
|
"correct_parts": 6715,
|
|
"pcp": 0.990998
|
|
}
|
|
```
|
|
|
|
##### badminton
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.451802,
|
|
"demosaicing": 0.0183249,
|
|
"avg_time_2d": 0.0441664,
|
|
"avg_time_3d": 0.000727349,
|
|
"fps": 15.8181
|
|
}
|
|
{
|
|
"triangulator_calls": 183,
|
|
"init_time": 6.04716e-06,
|
|
"undistort_time": 4.27667e-05,
|
|
"project_time": 8.33188e-06,
|
|
"match_time": 3.31957e-05,
|
|
"pairs_time": 6.26996e-05,
|
|
"pair_scoring_time": 0.000195276,
|
|
"grouping_time": 4.98636e-05,
|
|
"full_time": 0.000214836,
|
|
"merge_time": 9.74097e-05,
|
|
"post_time": 1.07337e-05,
|
|
"convert_time": 2.03694e-07,
|
|
"total_time": 0.000721604
|
|
}
|
|
{
|
|
"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": 0.02469,
|
|
"median": 0.023646,
|
|
"std": 0.00687,
|
|
"sem": 0.000254,
|
|
"min": 0.010015,
|
|
"max": 0.063899,
|
|
"recall-0.025": 0.598361,
|
|
"recall-0.05": 0.993169,
|
|
"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": 0.406508,
|
|
"ap-0.05": 0.992169,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 732,
|
|
"mean": 0.027966,
|
|
"median": 0.022762,
|
|
"std": 0.021063,
|
|
"sem": 0.000779,
|
|
"min": 0.004084,
|
|
"max": 0.207925,
|
|
"recall-0.025": 0.571038,
|
|
"recall-0.05": 0.913934,
|
|
"recall-0.1": 0.984973,
|
|
"recall-0.15": 0.993169,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"shoulder_left": {
|
|
"count": 732,
|
|
"mean": 0.032988,
|
|
"median": 0.028445,
|
|
"std": 0.019759,
|
|
"sem": 0.000731,
|
|
"min": 0.00259,
|
|
"max": 0.122485,
|
|
"recall-0.025": 0.400273,
|
|
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"num_labels": 732
|
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},
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"shoulder_right": {
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|
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"std": 0.015932,
|
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"num_labels": 732
|
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},
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"elbow_left": {
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"count": 732,
|
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"std": 0.015727,
|
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},
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"elbow_right": {
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|
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},
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"wrist_left": {
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},
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|
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"sem": 0.000653,
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"num_labels": 732
|
|
},
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|
"hip_left": {
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|
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|
|
"mean": 0.028017,
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|
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|
|
"std": 0.013773,
|
|
"sem": 0.000509,
|
|
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|
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|
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|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
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|
"hip_right": {
|
|
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|
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|
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|
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"std": 0.01301,
|
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"sem": 0.000481,
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|
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|
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|
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|
|
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|
|
"num_labels": 732
|
|
},
|
|
"knee_left": {
|
|
"count": 732,
|
|
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|
|
"median": 0.016842,
|
|
"std": 0.00882,
|
|
"sem": 0.000326,
|
|
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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": 732
|
|
},
|
|
"knee_right": {
|
|
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|
|
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|
|
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|
|
"std": 0.009598,
|
|
"sem": 0.000355,
|
|
"min": 0.001846,
|
|
"max": 0.068584,
|
|
"recall-0.025": 0.745902,
|
|
"recall-0.05": 0.991803,
|
|
"recall-0.1": 1.0,
|
|
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|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"ankle_left": {
|
|
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|
|
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|
|
"median": 0.017732,
|
|
"std": 0.0103,
|
|
"sem": 0.000381,
|
|
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|
|
"max": 0.084585,
|
|
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|
|
"recall-0.05": 0.98224,
|
|
"recall-0.1": 1.0,
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|
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|
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|
"num_labels": 732
|
|
},
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|
"ankle_right": {
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|
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|
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"median": 0.018929,
|
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"std": 0.010517,
|
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"sem": 0.000389,
|
|
"min": 0.001564,
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"recall-0.05": 0.983607,
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"num_labels": 732
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|
},
|
|
"joint_recalls": {
|
|
"num_labels": 9516,
|
|
"recall-0.025": 0.62053,
|
|
"recall-0.05": 0.94115,
|
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}
|
|
}
|
|
{
|
|
"total_parts": 10248,
|
|
"correct_parts": 10242,
|
|
"pcp": 0.999415
|
|
}
|
|
```
|
|
|
|
##### tennis
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.678049,
|
|
"demosaicing": 0.0281205,
|
|
"avg_time_2d": 0.0515361,
|
|
"avg_time_3d": 0.000608363,
|
|
"fps": 12.4587
|
|
}
|
|
{
|
|
"triangulator_calls": 181,
|
|
"init_time": 7.8004e-06,
|
|
"undistort_time": 3.25182e-05,
|
|
"project_time": 7.3733e-06,
|
|
"match_time": 1.63097e-05,
|
|
"pairs_time": 2.53249e-05,
|
|
"pair_scoring_time": 0.000165146,
|
|
"grouping_time": 4.12599e-05,
|
|
"full_time": 0.000186216,
|
|
"merge_time": 9.23446e-05,
|
|
"post_time": 8.11761e-06,
|
|
"convert_time": 1.32409e-07,
|
|
"total_time": 0.000582784
|
|
}
|
|
{
|
|
"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": {
|
|
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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": 0.716634,
|
|
"ap-0.05": 0.986096,
|
|
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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-0.1": 0.994475,
|
|
"recall-0.15": 1.0,
|
|
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|
|
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|
|
"num_labels": 362
|
|
},
|
|
"elbow_left": {
|
|
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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-0.05": 0.961326,
|
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|
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|
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|
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|
|
"num_labels": 362
|
|
},
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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": 0.000746,
|
|
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|
|
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|
|
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|
|
"recall-0.05": 0.950276,
|
|
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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-0.1": 0.986188,
|
|
"recall-0.15": 0.991713,
|
|
"recall-0.25": 0.994475,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"hip_left": {
|
|
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|
|
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|
|
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|
|
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|
|
"sem": 0.000765,
|
|
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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": 362
|
|
},
|
|
"hip_right": {
|
|
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|
|
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|
|
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|
|
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|
|
"sem": 0.000877,
|
|
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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": 362
|
|
},
|
|
"knee_left": {
|
|
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|
|
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|
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|
|
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|
|
"sem": 0.000416,
|
|
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|
|
"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": 0.016711,
|
|
"median": 0.014326,
|
|
"std": 0.016164,
|
|
"sem": 0.000851,
|
|
"min": 0.00233,
|
|
"max": 0.257078,
|
|
"recall-0.025": 0.872928,
|
|
"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": 0.017504,
|
|
"median": 0.015374,
|
|
"std": 0.010512,
|
|
"sem": 0.000553,
|
|
"min": 0.001514,
|
|
"max": 0.088499,
|
|
"recall-0.025": 0.839779,
|
|
"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": 0.018432,
|
|
"median": 0.013868,
|
|
"std": 0.028382,
|
|
"sem": 0.001494,
|
|
"min": 0.001421,
|
|
"max": 0.496813,
|
|
"recall-0.025": 0.837017,
|
|
"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": 0.66617,
|
|
"recall-0.05": 0.95155,
|
|
"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
|
|
}
|
|
```
|