7686 lines
164 KiB
Markdown
7686 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": 0.0208471,
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"demosaicing": 0.000611781,
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"avg_time_2d": 0.00825146,
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"avg_time_3d": 0.000168117,
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"fps": 110.725
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}
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{
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"triangulator_calls": 600,
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"init_time": 5.69171e-06,
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"undistort_time": 1.80687e-05,
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"project_time": 1.57143e-05,
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"match_time": 9.70115e-06,
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"pairs_time": 1.33375e-05,
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"pair_scoring_time": 3.57532e-05,
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"grouping_time": 1.79129e-06,
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"full_time": 3.60629e-05,
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"merge_time": 1.07074e-05,
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"post_time": 5.93624e-06,
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"convert_time": 4.7504e-07,
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"total_time": 0.000153537
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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": 0.06131,
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"median": 0.052656,
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"std": 0.028809,
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"sem": 0.001177,
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"min": 0.036405,
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"max": 0.186897,
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"recall-0.025": 0.0,
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"recall-0.05": 0.36,
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"recall-0.1": 0.935,
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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": 0.21895,
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"ap-0.1": 0.889296,
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"ap-0.15": 0.912226,
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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": 0.106497,
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"median": 0.09409,
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"std": 0.036405,
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"sem": 0.001487,
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"min": 0.026211,
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"max": 0.26726,
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"recall-0.025": 0.0,
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"recall-0.05": 0.021667,
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"recall-0.1": 0.568333,
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"recall-0.15": 0.886667,
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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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"shoulder_left": {
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"count": 600,
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"mean": 0.035737,
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"median": 0.026405,
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"std": 0.033683,
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"sem": 0.001376,
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"min": 0.002486,
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"max": 0.171222,
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"recall-0.025": 0.46,
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"recall-0.05": 0.823333,
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"recall-0.1": 0.941667,
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"recall-0.15": 0.963333,
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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": 0.044769,
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"median": 0.033056,
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"std": 0.040535,
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"sem": 0.001656,
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"min": 0.005476,
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"max": 0.22345,
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"recall-0.025": 0.33,
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"recall-0.05": 0.775,
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"recall-0.1": 0.913333,
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"recall-0.15": 0.943333,
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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": 0.044796,
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"median": 0.035601,
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"std": 0.036037,
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"sem": 0.001472,
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"min": 0.002861,
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"max": 0.192732,
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"recall-0.025": 0.26,
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"recall-0.05": 0.783333,
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"recall-0.1": 0.935,
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"recall-0.15": 0.953333,
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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": 0.042848,
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"median": 0.031311,
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"std": 0.03744,
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"sem": 0.00153,
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"min": 0.003977,
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"max": 0.306607,
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"recall-0.025": 0.27,
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"recall-0.05": 0.816667,
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"recall-0.1": 0.93,
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"recall-0.15": 0.943333,
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"recall-0.25": 0.996667,
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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": 0.041253,
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"median": 0.024356,
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"std": 0.045205,
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"sem": 0.001847,
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"min": 0.000703,
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"max": 0.316533,
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"recall-0.025": 0.511667,
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"recall-0.05": 0.756667,
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"recall-0.1": 0.895,
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"recall-0.15": 0.946667,
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"recall-0.25": 0.996667,
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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": 599,
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"mean": 0.045856,
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"median": 0.028115,
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"std": 0.052099,
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"sem": 0.00213,
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"min": 0.002871,
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"max": 0.459983,
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"recall-0.025": 0.438333,
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"recall-0.05": 0.775,
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"recall-0.1": 0.89,
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"recall-0.15": 0.911667,
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"recall-0.25": 0.986667,
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"recall-0.5": 0.998333,
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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": 0.068124,
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"median": 0.057477,
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"std": 0.035641,
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"sem": 0.001456,
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"min": 0.026922,
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"max": 0.21568,
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"recall-0.025": 0.0,
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"recall-0.05": 0.273333,
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"recall-0.1": 0.891667,
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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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"hip_right": {
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"count": 600,
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"mean": 0.085351,
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"median": 0.081998,
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"std": 0.028522,
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"sem": 0.001165,
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"min": 0.019246,
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"max": 0.210122,
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"recall-0.025": 0.01,
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"recall-0.05": 0.053333,
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"recall-0.1": 0.871667,
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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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},
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"knee_left": {
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"count": 600,
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"mean": 0.057832,
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"median": 0.042176,
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"std": 0.059416,
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"sem": 0.002428,
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"min": 0.015949,
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"max": 0.430058,
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"recall-0.025": 0.078333,
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"recall-0.05": 0.69,
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"recall-0.1": 0.913333,
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"recall-0.15": 0.923333,
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"recall-0.25": 0.981667,
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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_right": {
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"count": 600,
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"mean": 0.047271,
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"median": 0.034177,
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"std": 0.041831,
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"sem": 0.001709,
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"min": 0.010466,
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"max": 0.306804,
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"recall-0.025": 0.116667,
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"recall-0.05": 0.813333,
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"recall-0.1": 0.921667,
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"recall-0.15": 0.94,
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"recall-0.25": 0.996667,
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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": 596,
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"mean": 0.090564,
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"median": 0.082591,
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"std": 0.039106,
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"sem": 0.001603,
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"min": 0.047369,
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"max": 0.499405,
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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": 0.868333,
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"recall-0.15": 0.936667,
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"recall-0.25": 0.985,
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"recall-0.5": 0.993333,
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"num_labels": 600
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},
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"ankle_right": {
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"count": 599,
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"mean": 0.081045,
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"median": 0.066942,
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"std": 0.050118,
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"sem": 0.002049,
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"min": 0.031694,
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"max": 0.394711,
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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": 0.898333,
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"recall-0.15": 0.916667,
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"recall-0.25": 0.973333,
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"recall-0.5": 0.998333,
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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": 0.19013,
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"recall-0.05": 0.50808,
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"recall-0.1": 0.87923,
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"recall-0.15": 0.93487,
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"recall-0.25": 0.99321,
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"recall-0.5": 0.99885
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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": 8120,
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"pcp": 0.966667
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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": 0.0419109,
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"demosaicing": 0.000697378,
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"avg_time_2d": 0.0148942,
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"avg_time_3d": 0.000115663,
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"fps": 63.6649
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}
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{
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"triangulator_calls": 301,
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"init_time": 2.90153e-06,
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"undistort_time": 1.41506e-05,
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"project_time": 2.27745e-06,
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"match_time": 8.70995e-06,
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"pairs_time": 4.43637e-06,
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"pair_scoring_time": 2.61534e-05,
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"grouping_time": 4.53385e-06,
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"full_time": 2.64184e-05,
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"merge_time": 1.0161e-05,
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"post_time": 6.56943e-06,
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"convert_time": 1.31748e-07,
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"total_time": 0.000106678
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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": 0.048001,
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"median": 0.042569,
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"std": 0.014925,
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"sem": 0.000684,
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"min": 0.03012,
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"max": 0.116311,
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"recall-0.025": 0.0,
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"recall-0.05": 0.70021,
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"recall-0.1": 0.983229,
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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": 0.389107,
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"ap-0.1": 0.731078,
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"ap-0.15": 0.74682,
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"ap-0.25": 0.74682,
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"ap-0.5": 0.74682
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},
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"head": {
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"count": 477,
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"mean": 0.054217,
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"median": 0.050158,
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"std": 0.024847,
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"sem": 0.001139,
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"min": 0.005598,
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"max": 0.180564,
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"recall-0.025": 0.081761,
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"recall-0.05": 0.496855,
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"recall-0.1": 0.937107,
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"recall-0.15": 0.995807,
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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": 0.042429,
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"median": 0.037021,
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"std": 0.020584,
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"sem": 0.000943,
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"min": 0.004311,
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"max": 0.136587,
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"recall-0.025": 0.161426,
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"recall-0.05": 0.727463,
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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": 0.049623,
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"median": 0.045796,
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"std": 0.02312,
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"sem": 0.00106,
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"min": 0.005348,
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"max": 0.147448,
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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": 0.04078,
|
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"median": 0.032063,
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"std": 0.029273,
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"sem": 0.001342,
|
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"min": 0.003449,
|
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"max": 0.326226,
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|
"recall-0.025": 0.316562,
|
|
"recall-0.05": 0.756813,
|
|
"recall-0.1": 0.953878,
|
|
"recall-0.15": 0.997904,
|
|
"recall-0.25": 0.997904,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
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},
|
|
"elbow_right": {
|
|
"count": 477,
|
|
"mean": 0.053274,
|
|
"median": 0.044357,
|
|
"std": 0.040895,
|
|
"sem": 0.001874,
|
|
"min": 0.003528,
|
|
"max": 0.244052,
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|
"recall-0.025": 0.257862,
|
|
"recall-0.05": 0.561845,
|
|
"recall-0.1": 0.901468,
|
|
"recall-0.15": 0.958071,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
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},
|
|
"wrist_left": {
|
|
"count": 477,
|
|
"mean": 0.059994,
|
|
"median": 0.053953,
|
|
"std": 0.038609,
|
|
"sem": 0.00177,
|
|
"min": 0.002051,
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"max": 0.322481,
|
|
"recall-0.025": 0.132075,
|
|
"recall-0.05": 0.404612,
|
|
"recall-0.1": 0.907757,
|
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"recall-0.15": 0.960168,
|
|
"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": {
|
|
"count": 477,
|
|
"mean": 0.059427,
|
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"median": 0.054405,
|
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"std": 0.034224,
|
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"sem": 0.001569,
|
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"min": 0.009618,
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"max": 0.371666,
|
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"recall-0.025": 0.113208,
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|
"recall-0.05": 0.415094,
|
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"recall-0.1": 0.899371,
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"recall-0.15": 0.979036,
|
|
"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": {
|
|
"count": 477,
|
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"mean": 0.048028,
|
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"median": 0.042252,
|
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"std": 0.026459,
|
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"sem": 0.001213,
|
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"min": 0.006475,
|
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"max": 0.145904,
|
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"recall-0.025": 0.190776,
|
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"recall-0.05": 0.618449,
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"recall-0.1": 0.951782,
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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": 0.058447,
|
|
"median": 0.05753,
|
|
"std": 0.0237,
|
|
"sem": 0.001086,
|
|
"min": 0.005137,
|
|
"max": 0.132317,
|
|
"recall-0.025": 0.098532,
|
|
"recall-0.05": 0.39413,
|
|
"recall-0.1": 0.945493,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"knee_left": {
|
|
"count": 477,
|
|
"mean": 0.040484,
|
|
"median": 0.038079,
|
|
"std": 0.024499,
|
|
"sem": 0.001123,
|
|
"min": 0.004927,
|
|
"max": 0.190068,
|
|
"recall-0.025": 0.257862,
|
|
"recall-0.05": 0.748428,
|
|
"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": 0.040167,
|
|
"median": 0.036232,
|
|
"std": 0.023115,
|
|
"sem": 0.001059,
|
|
"min": 0.00733,
|
|
"max": 0.184932,
|
|
"recall-0.025": 0.310273,
|
|
"recall-0.05": 0.708595,
|
|
"recall-0.1": 0.976939,
|
|
"recall-0.15": 0.997904,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"ankle_left": {
|
|
"count": 477,
|
|
"mean": 0.036403,
|
|
"median": 0.028172,
|
|
"std": 0.03066,
|
|
"sem": 0.001405,
|
|
"min": 0.004789,
|
|
"max": 0.223748,
|
|
"recall-0.025": 0.433962,
|
|
"recall-0.05": 0.81761,
|
|
"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": 0.040745,
|
|
"median": 0.030898,
|
|
"std": 0.03726,
|
|
"sem": 0.001708,
|
|
"min": 0.003323,
|
|
"max": 0.270118,
|
|
"recall-0.025": 0.301887,
|
|
"recall-0.05": 0.805031,
|
|
"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": 0.21142,
|
|
"recall-0.05": 0.61538,
|
|
"recall-0.1": 0.94275,
|
|
"recall-0.15": 0.98645,
|
|
"recall-0.25": 0.99871,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6678,
|
|
"correct_parts": 6619,
|
|
"pcp": 0.991165
|
|
}
|
|
```
|
|
|
|
### Campus
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0048468,
|
|
"demosaicing": 0.000180895,
|
|
"avg_time_2d": 0.00702508,
|
|
"avg_time_3d": 0.000214818,
|
|
"fps": 134.757
|
|
}
|
|
{
|
|
"triangulator_calls": 222,
|
|
"init_time": 5.89319e-06,
|
|
"undistort_time": 2.81119e-05,
|
|
"project_time": 2.92487e-05,
|
|
"match_time": 1.45758e-05,
|
|
"pairs_time": 1.69365e-05,
|
|
"pair_scoring_time": 3.88471e-05,
|
|
"grouping_time": 2.33158e-06,
|
|
"full_time": 4.68102e-05,
|
|
"merge_time": 1.14781e-05,
|
|
"post_time": 9.29989e-06,
|
|
"convert_time": 3.94509e-07,
|
|
"total_time": 0.000204305
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 222,
|
|
"total_labels": 376,
|
|
"total_preds": 448,
|
|
"considered_empty": 0,
|
|
"valid_preds": 376,
|
|
"invalid_preds": 72,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.16071,
|
|
"precision": 0.83929,
|
|
"recall": 1.0,
|
|
"f1": 0.91262,
|
|
"non_empty": 448
|
|
},
|
|
"mpjpe": {
|
|
"count": 376,
|
|
"mean": 0.079007,
|
|
"median": 0.075937,
|
|
"std": 0.018946,
|
|
"sem": 0.000978,
|
|
"min": 0.039688,
|
|
"max": 0.23921,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.00266,
|
|
"recall-0.1": 0.851064,
|
|
"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": 4.4e-05,
|
|
"ap-0.1": 0.730234,
|
|
"ap-0.15": 0.943103,
|
|
"ap-0.25": 0.945682,
|
|
"ap-0.5": 0.945682
|
|
},
|
|
"head": {
|
|
"count": 376,
|
|
"mean": 0.070871,
|
|
"median": 0.068159,
|
|
"std": 0.036677,
|
|
"sem": 0.001894,
|
|
"min": 0.009544,
|
|
"max": 0.370458,
|
|
"recall-0.025": 0.06117,
|
|
"recall-0.05": 0.276596,
|
|
"recall-0.1": 0.856383,
|
|
"recall-0.15": 0.976064,
|
|
"recall-0.25": 0.994681,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"shoulder_left": {
|
|
"count": 376,
|
|
"mean": 0.0714,
|
|
"median": 0.064452,
|
|
"std": 0.033946,
|
|
"sem": 0.001753,
|
|
"min": 0.013911,
|
|
"max": 0.20545,
|
|
"recall-0.025": 0.029255,
|
|
"recall-0.05": 0.268617,
|
|
"recall-0.1": 0.843085,
|
|
"recall-0.15": 0.965426,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"shoulder_right": {
|
|
"count": 376,
|
|
"mean": 0.079628,
|
|
"median": 0.072802,
|
|
"std": 0.042284,
|
|
"sem": 0.002184,
|
|
"min": 0.006023,
|
|
"max": 0.497106,
|
|
"recall-0.025": 0.023936,
|
|
"recall-0.05": 0.231383,
|
|
"recall-0.1": 0.784574,
|
|
"recall-0.15": 0.949468,
|
|
"recall-0.25": 0.99734,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"elbow_left": {
|
|
"count": 376,
|
|
"mean": 0.091033,
|
|
"median": 0.073884,
|
|
"std": 0.054342,
|
|
"sem": 0.002806,
|
|
"min": 0.014223,
|
|
"max": 0.34788,
|
|
"recall-0.025": 0.026596,
|
|
"recall-0.05": 0.257979,
|
|
"recall-0.1": 0.635638,
|
|
"recall-0.15": 0.845745,
|
|
"recall-0.25": 0.986702,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"elbow_right": {
|
|
"count": 375,
|
|
"mean": 0.08395,
|
|
"median": 0.073159,
|
|
"std": 0.045012,
|
|
"sem": 0.002328,
|
|
"min": 0.002817,
|
|
"max": 0.221714,
|
|
"recall-0.025": 0.023936,
|
|
"recall-0.05": 0.265957,
|
|
"recall-0.1": 0.675532,
|
|
"recall-0.15": 0.901596,
|
|
"recall-0.25": 0.99734,
|
|
"recall-0.5": 0.99734,
|
|
"num_labels": 376
|
|
},
|
|
"wrist_left": {
|
|
"count": 376,
|
|
"mean": 0.125936,
|
|
"median": 0.110251,
|
|
"std": 0.070941,
|
|
"sem": 0.003663,
|
|
"min": 0.012812,
|
|
"max": 0.459069,
|
|
"recall-0.025": 0.018617,
|
|
"recall-0.05": 0.085106,
|
|
"recall-0.1": 0.433511,
|
|
"recall-0.15": 0.696809,
|
|
"recall-0.25": 0.925532,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"wrist_right": {
|
|
"count": 376,
|
|
"mean": 0.114167,
|
|
"median": 0.106122,
|
|
"std": 0.049953,
|
|
"sem": 0.00258,
|
|
"min": 0.02278,
|
|
"max": 0.461844,
|
|
"recall-0.025": 0.00266,
|
|
"recall-0.05": 0.047872,
|
|
"recall-0.1": 0.43617,
|
|
"recall-0.15": 0.800532,
|
|
"recall-0.25": 0.992021,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"hip_left": {
|
|
"count": 376,
|
|
"mean": 0.071843,
|
|
"median": 0.071161,
|
|
"std": 0.030542,
|
|
"sem": 0.001577,
|
|
"min": 0.003723,
|
|
"max": 0.154372,
|
|
"recall-0.025": 0.066489,
|
|
"recall-0.05": 0.24734,
|
|
"recall-0.1": 0.821809,
|
|
"recall-0.15": 0.994681,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"hip_right": {
|
|
"count": 376,
|
|
"mean": 0.076845,
|
|
"median": 0.075292,
|
|
"std": 0.033417,
|
|
"sem": 0.001726,
|
|
"min": 0.011705,
|
|
"max": 0.223145,
|
|
"recall-0.025": 0.026596,
|
|
"recall-0.05": 0.199468,
|
|
"recall-0.1": 0.819149,
|
|
"recall-0.15": 0.957447,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"knee_left": {
|
|
"count": 376,
|
|
"mean": 0.053635,
|
|
"median": 0.04811,
|
|
"std": 0.024822,
|
|
"sem": 0.001282,
|
|
"min": 0.009181,
|
|
"max": 0.150849,
|
|
"recall-0.025": 0.085106,
|
|
"recall-0.05": 0.526596,
|
|
"recall-0.1": 0.944149,
|
|
"recall-0.15": 0.99734,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"knee_right": {
|
|
"count": 376,
|
|
"mean": 0.054134,
|
|
"median": 0.047653,
|
|
"std": 0.031332,
|
|
"sem": 0.001618,
|
|
"min": 0.010162,
|
|
"max": 0.233694,
|
|
"recall-0.025": 0.119681,
|
|
"recall-0.05": 0.56117,
|
|
"recall-0.1": 0.930851,
|
|
"recall-0.15": 0.976064,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"ankle_left": {
|
|
"count": 375,
|
|
"mean": 0.065564,
|
|
"median": 0.050728,
|
|
"std": 0.0509,
|
|
"sem": 0.002632,
|
|
"min": 0.002683,
|
|
"max": 0.390301,
|
|
"recall-0.025": 0.098404,
|
|
"recall-0.05": 0.486702,
|
|
"recall-0.1": 0.867021,
|
|
"recall-0.15": 0.960106,
|
|
"recall-0.25": 0.976064,
|
|
"recall-0.5": 0.99734,
|
|
"num_labels": 376
|
|
},
|
|
"ankle_right": {
|
|
"count": 376,
|
|
"mean": 0.065566,
|
|
"median": 0.050496,
|
|
"std": 0.06032,
|
|
"sem": 0.003115,
|
|
"min": 0.003357,
|
|
"max": 0.489237,
|
|
"recall-0.025": 0.066489,
|
|
"recall-0.05": 0.492021,
|
|
"recall-0.1": 0.896277,
|
|
"recall-0.15": 0.954787,
|
|
"recall-0.25": 0.970745,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4888,
|
|
"recall-0.025": 0.04808,
|
|
"recall-0.05": 0.30176,
|
|
"recall-0.1": 0.76371,
|
|
"recall-0.15": 0.92042,
|
|
"recall-0.25": 0.98691,
|
|
"recall-0.5": 0.99918
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5264,
|
|
"correct_parts": 4939,
|
|
"pcp": 0.93826
|
|
}
|
|
```
|
|
|
|
### MVOR
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0113989,
|
|
"demosaicing": 0.000327695,
|
|
"avg_time_2d": 0.00816496,
|
|
"avg_time_3d": 0.000186807,
|
|
"fps": 115.214
|
|
}
|
|
{
|
|
"triangulator_calls": 629,
|
|
"init_time": 7.04259e-06,
|
|
"undistort_time": 2.31075e-05,
|
|
"project_time": 1.87111e-05,
|
|
"match_time": 1.00245e-05,
|
|
"pairs_time": 1.62813e-05,
|
|
"pair_scoring_time": 4.34075e-05,
|
|
"grouping_time": 5.42368e-06,
|
|
"full_time": 3.48407e-05,
|
|
"merge_time": 5.95475e-06,
|
|
"post_time": 8.6044e-06,
|
|
"convert_time": 3.39657e-07,
|
|
"total_time": 0.000174111
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 629,
|
|
"total_labels": 1061,
|
|
"total_preds": 1115,
|
|
"considered_empty": 0,
|
|
"valid_preds": 818,
|
|
"invalid_preds": 297,
|
|
"missing": 243,
|
|
"invalid_fraction": 0.26637,
|
|
"precision": 0.73363,
|
|
"recall": 0.77097,
|
|
"f1": 0.75184,
|
|
"non_empty": 1115
|
|
},
|
|
"mpjpe": {
|
|
"count": 818,
|
|
"mean": 0.119317,
|
|
"median": 0.100193,
|
|
"std": 0.066226,
|
|
"sem": 0.002317,
|
|
"min": 0.040417,
|
|
"max": 0.498763,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.001885,
|
|
"recall-0.1": 0.381715,
|
|
"recall-0.15": 0.624882,
|
|
"recall-0.25": 0.736098,
|
|
"recall-0.5": 0.770971,
|
|
"num_labels": 1061,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 3.6e-05,
|
|
"ap-0.1": 0.233363,
|
|
"ap-0.15": 0.504121,
|
|
"ap-0.25": 0.65678,
|
|
"ap-0.5": 0.698489
|
|
},
|
|
"head": {
|
|
"count": 816,
|
|
"mean": 0.068601,
|
|
"median": 0.051771,
|
|
"std": 0.063172,
|
|
"sem": 0.002213,
|
|
"min": 0.004593,
|
|
"max": 0.497724,
|
|
"recall-0.025": 0.087653,
|
|
"recall-0.05": 0.367578,
|
|
"recall-0.1": 0.6541,
|
|
"recall-0.15": 0.713478,
|
|
"recall-0.25": 0.743638,
|
|
"recall-0.5": 0.769086,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_left": {
|
|
"count": 814,
|
|
"mean": 0.063819,
|
|
"median": 0.045524,
|
|
"std": 0.063085,
|
|
"sem": 0.002212,
|
|
"min": 0.003744,
|
|
"max": 0.488342,
|
|
"recall-0.025": 0.163054,
|
|
"recall-0.05": 0.421301,
|
|
"recall-0.1": 0.644675,
|
|
"recall-0.15": 0.708765,
|
|
"recall-0.25": 0.746466,
|
|
"recall-0.5": 0.767201,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_right": {
|
|
"count": 814,
|
|
"mean": 0.061247,
|
|
"median": 0.041097,
|
|
"std": 0.06324,
|
|
"sem": 0.002218,
|
|
"min": 0.002952,
|
|
"max": 0.454151,
|
|
"recall-0.025": 0.151744,
|
|
"recall-0.05": 0.468426,
|
|
"recall-0.1": 0.65787,
|
|
"recall-0.15": 0.713478,
|
|
"recall-0.25": 0.744581,
|
|
"recall-0.5": 0.767201,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_left": {
|
|
"count": 804,
|
|
"mean": 0.108364,
|
|
"median": 0.079923,
|
|
"std": 0.089186,
|
|
"sem": 0.003147,
|
|
"min": 0.004244,
|
|
"max": 0.482576,
|
|
"recall-0.025": 0.068803,
|
|
"recall-0.05": 0.232799,
|
|
"recall-0.1": 0.453346,
|
|
"recall-0.15": 0.571159,
|
|
"recall-0.25": 0.692743,
|
|
"recall-0.5": 0.757776,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_right": {
|
|
"count": 809,
|
|
"mean": 0.08947,
|
|
"median": 0.061393,
|
|
"std": 0.081128,
|
|
"sem": 0.002854,
|
|
"min": 0.004219,
|
|
"max": 0.47974,
|
|
"recall-0.025": 0.092366,
|
|
"recall-0.05": 0.30066,
|
|
"recall-0.1": 0.543827,
|
|
"recall-0.15": 0.648445,
|
|
"recall-0.25": 0.71442,
|
|
"recall-0.5": 0.762488,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_left": {
|
|
"count": 804,
|
|
"mean": 0.12967,
|
|
"median": 0.093197,
|
|
"std": 0.105414,
|
|
"sem": 0.00372,
|
|
"min": 0.006234,
|
|
"max": 0.496772,
|
|
"recall-0.025": 0.070688,
|
|
"recall-0.05": 0.195099,
|
|
"recall-0.1": 0.396795,
|
|
"recall-0.15": 0.505184,
|
|
"recall-0.25": 0.65033,
|
|
"recall-0.5": 0.757776,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_right": {
|
|
"count": 804,
|
|
"mean": 0.112302,
|
|
"median": 0.077038,
|
|
"std": 0.100622,
|
|
"sem": 0.003551,
|
|
"min": 0.006447,
|
|
"max": 0.480896,
|
|
"recall-0.025": 0.087653,
|
|
"recall-0.05": 0.257304,
|
|
"recall-0.1": 0.478794,
|
|
"recall-0.15": 0.559849,
|
|
"recall-0.25": 0.664467,
|
|
"recall-0.5": 0.757776,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_left": {
|
|
"count": 802,
|
|
"mean": 0.196252,
|
|
"median": 0.17963,
|
|
"std": 0.084436,
|
|
"sem": 0.002983,
|
|
"min": 0.028645,
|
|
"max": 0.498696,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.005655,
|
|
"recall-0.1": 0.05655,
|
|
"recall-0.15": 0.252592,
|
|
"recall-0.25": 0.591894,
|
|
"recall-0.5": 0.755891,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_right": {
|
|
"count": 798,
|
|
"mean": 0.189537,
|
|
"median": 0.173182,
|
|
"std": 0.079435,
|
|
"sem": 0.002814,
|
|
"min": 0.03323,
|
|
"max": 0.498131,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.002828,
|
|
"recall-0.1": 0.062205,
|
|
"recall-0.15": 0.257304,
|
|
"recall-0.25": 0.619227,
|
|
"recall-0.5": 0.752121,
|
|
"num_labels": 1061
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 9549,
|
|
"recall-0.025": 0.0798,
|
|
"recall-0.05": 0.24976,
|
|
"recall-0.1": 0.43837,
|
|
"recall-0.15": 0.54739,
|
|
"recall-0.25": 0.68478,
|
|
"recall-0.5": 0.76071
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10610,
|
|
"correct_parts": 6187,
|
|
"pcp": 0.583129
|
|
}
|
|
```
|
|
|
|
### Panoptic
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0460374,
|
|
"demosaicing": 0.00103523,
|
|
"avg_time_2d": 0.0168158,
|
|
"avg_time_3d": 0.00023421,
|
|
"fps": 55.2936
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 6.60958e-06,
|
|
"undistort_time": 3.08934e-05,
|
|
"project_time": 5.10071e-06,
|
|
"match_time": 1.76305e-05,
|
|
"pairs_time": 1.31107e-05,
|
|
"pair_scoring_time": 5.49491e-05,
|
|
"grouping_time": 1.05505e-05,
|
|
"full_time": 4.52758e-05,
|
|
"merge_time": 1.57141e-05,
|
|
"post_time": 1.02826e-05,
|
|
"convert_time": 2.49755e-07,
|
|
"total_time": 0.000210623
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1502,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1462,
|
|
"invalid_preds": 40,
|
|
"missing": 4,
|
|
"invalid_fraction": 0.02663,
|
|
"precision": 0.97337,
|
|
"recall": 0.99727,
|
|
"f1": 0.98518,
|
|
"non_empty": 1502
|
|
},
|
|
"mpjpe": {
|
|
"count": 1462,
|
|
"mean": 0.032408,
|
|
"median": 0.029662,
|
|
"std": 0.014572,
|
|
"sem": 0.000381,
|
|
"min": 0.010671,
|
|
"max": 0.135869,
|
|
"recall-0.025": 0.337653,
|
|
"recall-0.05": 0.899045,
|
|
"recall-0.1": 0.99045,
|
|
"recall-0.15": 0.997271,
|
|
"recall-0.25": 0.997271,
|
|
"recall-0.5": 0.997271,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.17872,
|
|
"ap-0.05": 0.863429,
|
|
"ap-0.1": 0.979024,
|
|
"ap-0.15": 0.989805,
|
|
"ap-0.25": 0.989805,
|
|
"ap-0.5": 0.989805
|
|
},
|
|
"nose": {
|
|
"count": 1461,
|
|
"mean": 0.015719,
|
|
"median": 0.011701,
|
|
"std": 0.017968,
|
|
"sem": 0.00047,
|
|
"min": 0.001311,
|
|
"max": 0.276143,
|
|
"recall-0.025": 0.898838,
|
|
"recall-0.05": 0.963773,
|
|
"recall-0.1": 0.992481,
|
|
"recall-0.15": 0.995899,
|
|
"recall-0.25": 0.996582,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1462,
|
|
"mean": 0.016838,
|
|
"median": 0.014756,
|
|
"std": 0.011066,
|
|
"sem": 0.00029,
|
|
"min": 0.000954,
|
|
"max": 0.103637,
|
|
"recall-0.025": 0.839018,
|
|
"recall-0.05": 0.982265,
|
|
"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": 0.016814,
|
|
"median": 0.014713,
|
|
"std": 0.011424,
|
|
"sem": 0.000299,
|
|
"min": 0.001164,
|
|
"max": 0.156188,
|
|
"recall-0.025": 0.83413,
|
|
"recall-0.05": 0.983618,
|
|
"recall-0.1": 0.996587,
|
|
"recall-0.15": 0.996587,
|
|
"recall-0.25": 0.99727,
|
|
"recall-0.5": 0.99727,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1461,
|
|
"mean": 0.022249,
|
|
"median": 0.016379,
|
|
"std": 0.019622,
|
|
"sem": 0.000514,
|
|
"min": 0.000543,
|
|
"max": 0.210065,
|
|
"recall-0.025": 0.736519,
|
|
"recall-0.05": 0.916041,
|
|
"recall-0.1": 0.989761,
|
|
"recall-0.15": 0.995904,
|
|
"recall-0.25": 0.99727,
|
|
"recall-0.5": 0.99727,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1461,
|
|
"mean": 0.021067,
|
|
"median": 0.015999,
|
|
"std": 0.016565,
|
|
"sem": 0.000434,
|
|
"min": 0.001472,
|
|
"max": 0.162788,
|
|
"recall-0.025": 0.780588,
|
|
"recall-0.05": 0.928913,
|
|
"recall-0.1": 0.995899,
|
|
"recall-0.15": 0.997949,
|
|
"recall-0.25": 0.998633,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1432,
|
|
"mean": 0.036145,
|
|
"median": 0.016837,
|
|
"std": 0.055856,
|
|
"sem": 0.001477,
|
|
"min": 0.000898,
|
|
"max": 0.450938,
|
|
"recall-0.025": 0.672245,
|
|
"recall-0.05": 0.842399,
|
|
"recall-0.1": 0.904463,
|
|
"recall-0.15": 0.953975,
|
|
"recall-0.25": 0.974895,
|
|
"recall-0.5": 0.998605,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1455,
|
|
"mean": 0.026992,
|
|
"median": 0.016745,
|
|
"std": 0.033905,
|
|
"sem": 0.000889,
|
|
"min": 0.001361,
|
|
"max": 0.280646,
|
|
"recall-0.025": 0.692995,
|
|
"recall-0.05": 0.888049,
|
|
"recall-0.1": 0.964973,
|
|
"recall-0.15": 0.980082,
|
|
"recall-0.25": 0.996566,
|
|
"recall-0.5": 0.999313,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1461,
|
|
"mean": 0.034766,
|
|
"median": 0.031916,
|
|
"std": 0.019208,
|
|
"sem": 0.000503,
|
|
"min": 0.00101,
|
|
"max": 0.181992,
|
|
"recall-0.025": 0.324915,
|
|
"recall-0.05": 0.845051,
|
|
"recall-0.1": 0.989761,
|
|
"recall-0.15": 0.995904,
|
|
"recall-0.25": 0.99727,
|
|
"recall-0.5": 0.99727,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1462,
|
|
"mean": 0.037408,
|
|
"median": 0.032634,
|
|
"std": 0.024199,
|
|
"sem": 0.000633,
|
|
"min": 0.002509,
|
|
"max": 0.281736,
|
|
"recall-0.025": 0.316508,
|
|
"recall-0.05": 0.802183,
|
|
"recall-0.1": 0.976126,
|
|
"recall-0.15": 0.993861,
|
|
"recall-0.25": 0.995907,
|
|
"recall-0.5": 0.997271,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1461,
|
|
"mean": 0.038815,
|
|
"median": 0.032849,
|
|
"std": 0.034505,
|
|
"sem": 0.000903,
|
|
"min": 0.003309,
|
|
"max": 0.473605,
|
|
"recall-0.025": 0.287372,
|
|
"recall-0.05": 0.799317,
|
|
"recall-0.1": 0.976792,
|
|
"recall-0.15": 0.9843,
|
|
"recall-0.25": 0.990444,
|
|
"recall-0.5": 0.99727,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1455,
|
|
"mean": 0.038477,
|
|
"median": 0.031533,
|
|
"std": 0.026575,
|
|
"sem": 0.000697,
|
|
"min": 0.003512,
|
|
"max": 0.275123,
|
|
"recall-0.025": 0.35024,
|
|
"recall-0.05": 0.749829,
|
|
"recall-0.1": 0.964359,
|
|
"recall-0.15": 0.993146,
|
|
"recall-0.25": 0.996573,
|
|
"recall-0.5": 0.997258,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1458,
|
|
"mean": 0.056359,
|
|
"median": 0.034166,
|
|
"std": 0.062188,
|
|
"sem": 0.001629,
|
|
"min": 0.003035,
|
|
"max": 0.432301,
|
|
"recall-0.025": 0.347915,
|
|
"recall-0.05": 0.663021,
|
|
"recall-0.1": 0.853725,
|
|
"recall-0.15": 0.91661,
|
|
"recall-0.25": 0.971292,
|
|
"recall-0.5": 0.996582,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1445,
|
|
"mean": 0.054031,
|
|
"median": 0.030928,
|
|
"std": 0.067536,
|
|
"sem": 0.001777,
|
|
"min": 0.001698,
|
|
"max": 0.489965,
|
|
"recall-0.025": 0.376027,
|
|
"recall-0.05": 0.734247,
|
|
"recall-0.1": 0.856164,
|
|
"recall-0.15": 0.90274,
|
|
"recall-0.25": 0.961644,
|
|
"recall-0.5": 0.989726,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.57325,
|
|
"recall-0.05": 0.8535,
|
|
"recall-0.1": 0.95793,
|
|
"recall-0.15": 0.97694,
|
|
"recall-0.25": 0.98994,
|
|
"recall-0.5": 0.99674
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20203,
|
|
"pcp": 0.988212
|
|
}
|
|
```
|
|
|
|
##### 3 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0286856,
|
|
"demosaicing": 0.000631891,
|
|
"avg_time_2d": 0.0101614,
|
|
"avg_time_3d": 0.000258973,
|
|
"fps": 90.4793
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 7.85103e-06,
|
|
"undistort_time": 2.7063e-05,
|
|
"project_time": 3.29273e-05,
|
|
"match_time": 2.23319e-05,
|
|
"pairs_time": 2.47145e-05,
|
|
"pair_scoring_time": 4.83845e-05,
|
|
"grouping_time": 6.71308e-06,
|
|
"full_time": 4.54579e-05,
|
|
"merge_time": 1.57726e-05,
|
|
"post_time": 1.11986e-05,
|
|
"convert_time": 6.02824e-07,
|
|
"total_time": 0.000243363
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1413,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1400,
|
|
"invalid_preds": 13,
|
|
"missing": 66,
|
|
"invalid_fraction": 0.0092,
|
|
"precision": 0.9908,
|
|
"recall": 0.95498,
|
|
"f1": 0.97256,
|
|
"non_empty": 1413
|
|
},
|
|
"mpjpe": {
|
|
"count": 1400,
|
|
"mean": 0.062604,
|
|
"median": 0.051102,
|
|
"std": 0.039588,
|
|
"sem": 0.001058,
|
|
"min": 0.018516,
|
|
"max": 0.301246,
|
|
"recall-0.025": 0.006821,
|
|
"recall-0.05": 0.452251,
|
|
"recall-0.1": 0.846521,
|
|
"recall-0.15": 0.92292,
|
|
"recall-0.25": 0.941337,
|
|
"recall-0.5": 0.95498,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.00148,
|
|
"ap-0.05": 0.343901,
|
|
"ap-0.1": 0.808086,
|
|
"ap-0.15": 0.908622,
|
|
"ap-0.25": 0.932133,
|
|
"ap-0.5": 0.946495
|
|
},
|
|
"nose": {
|
|
"count": 1399,
|
|
"mean": 0.025994,
|
|
"median": 0.020033,
|
|
"std": 0.018597,
|
|
"sem": 0.000497,
|
|
"min": 0.001351,
|
|
"max": 0.155203,
|
|
"recall-0.025": 0.567327,
|
|
"recall-0.05": 0.851675,
|
|
"recall-0.1": 0.950103,
|
|
"recall-0.15": 0.955571,
|
|
"recall-0.25": 0.956254,
|
|
"recall-0.5": 0.956254,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1399,
|
|
"mean": 0.020609,
|
|
"median": 0.017761,
|
|
"std": 0.014012,
|
|
"sem": 0.000375,
|
|
"min": 0.000913,
|
|
"max": 0.116244,
|
|
"recall-0.025": 0.675989,
|
|
"recall-0.05": 0.930423,
|
|
"recall-0.1": 0.952933,
|
|
"recall-0.15": 0.954297,
|
|
"recall-0.25": 0.954297,
|
|
"recall-0.5": 0.954297,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1399,
|
|
"mean": 0.024459,
|
|
"median": 0.018635,
|
|
"std": 0.019439,
|
|
"sem": 0.00052,
|
|
"min": 0.00186,
|
|
"max": 0.213219,
|
|
"recall-0.025": 0.62116,
|
|
"recall-0.05": 0.888737,
|
|
"recall-0.1": 0.944027,
|
|
"recall-0.15": 0.952218,
|
|
"recall-0.25": 0.954949,
|
|
"recall-0.5": 0.954949,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1399,
|
|
"mean": 0.034228,
|
|
"median": 0.023425,
|
|
"std": 0.030895,
|
|
"sem": 0.000826,
|
|
"min": 0.000588,
|
|
"max": 0.270691,
|
|
"recall-0.025": 0.503072,
|
|
"recall-0.05": 0.76587,
|
|
"recall-0.1": 0.900341,
|
|
"recall-0.15": 0.950171,
|
|
"recall-0.25": 0.953584,
|
|
"recall-0.5": 0.954949,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1399,
|
|
"mean": 0.032578,
|
|
"median": 0.021557,
|
|
"std": 0.031398,
|
|
"sem": 0.00084,
|
|
"min": 0.000428,
|
|
"max": 0.341612,
|
|
"recall-0.025": 0.559125,
|
|
"recall-0.05": 0.782638,
|
|
"recall-0.1": 0.921394,
|
|
"recall-0.15": 0.944634,
|
|
"recall-0.25": 0.954887,
|
|
"recall-0.5": 0.956254,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1370,
|
|
"mean": 0.053143,
|
|
"median": 0.024524,
|
|
"std": 0.061021,
|
|
"sem": 0.001649,
|
|
"min": 0.001206,
|
|
"max": 0.357631,
|
|
"recall-0.025": 0.483264,
|
|
"recall-0.05": 0.63947,
|
|
"recall-0.1": 0.801953,
|
|
"recall-0.15": 0.862622,
|
|
"recall-0.25": 0.943515,
|
|
"recall-0.5": 0.95537,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1393,
|
|
"mean": 0.050026,
|
|
"median": 0.026938,
|
|
"std": 0.057646,
|
|
"sem": 0.001545,
|
|
"min": 0.001818,
|
|
"max": 0.375413,
|
|
"recall-0.025": 0.446429,
|
|
"recall-0.05": 0.654533,
|
|
"recall-0.1": 0.837912,
|
|
"recall-0.15": 0.891484,
|
|
"recall-0.25": 0.933379,
|
|
"recall-0.5": 0.956731,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1399,
|
|
"mean": 0.043513,
|
|
"median": 0.038965,
|
|
"std": 0.02265,
|
|
"sem": 0.000606,
|
|
"min": 0.001923,
|
|
"max": 0.15372,
|
|
"recall-0.025": 0.171331,
|
|
"recall-0.05": 0.660751,
|
|
"recall-0.1": 0.929693,
|
|
"recall-0.15": 0.954266,
|
|
"recall-0.25": 0.954949,
|
|
"recall-0.5": 0.954949,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1400,
|
|
"mean": 0.054132,
|
|
"median": 0.048598,
|
|
"std": 0.033148,
|
|
"sem": 0.000886,
|
|
"min": 0.002571,
|
|
"max": 0.281736,
|
|
"recall-0.025": 0.128922,
|
|
"recall-0.05": 0.496589,
|
|
"recall-0.1": 0.892906,
|
|
"recall-0.15": 0.936562,
|
|
"recall-0.25": 0.954297,
|
|
"recall-0.5": 0.95498,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1392,
|
|
"mean": 0.064416,
|
|
"median": 0.04335,
|
|
"std": 0.067977,
|
|
"sem": 0.001823,
|
|
"min": 0.0016,
|
|
"max": 0.435542,
|
|
"recall-0.025": 0.169283,
|
|
"recall-0.05": 0.587713,
|
|
"recall-0.1": 0.820478,
|
|
"recall-0.15": 0.869625,
|
|
"recall-0.25": 0.913993,
|
|
"recall-0.5": 0.950171,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1387,
|
|
"mean": 0.062415,
|
|
"median": 0.044368,
|
|
"std": 0.065676,
|
|
"sem": 0.001764,
|
|
"min": 0.002394,
|
|
"max": 0.420181,
|
|
"recall-0.025": 0.166552,
|
|
"recall-0.05": 0.572995,
|
|
"recall-0.1": 0.843729,
|
|
"recall-0.15": 0.879369,
|
|
"recall-0.25": 0.916381,
|
|
"recall-0.5": 0.950651,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1332,
|
|
"mean": 0.138811,
|
|
"median": 0.094372,
|
|
"std": 0.126541,
|
|
"sem": 0.003468,
|
|
"min": 0.002104,
|
|
"max": 0.498865,
|
|
"recall-0.025": 0.151743,
|
|
"recall-0.05": 0.319207,
|
|
"recall-0.1": 0.472317,
|
|
"recall-0.15": 0.566644,
|
|
"recall-0.25": 0.749829,
|
|
"recall-0.5": 0.910458,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1314,
|
|
"mean": 0.128524,
|
|
"median": 0.075838,
|
|
"std": 0.124689,
|
|
"sem": 0.003441,
|
|
"min": 0.002012,
|
|
"max": 0.498237,
|
|
"recall-0.025": 0.155479,
|
|
"recall-0.05": 0.349315,
|
|
"recall-0.1": 0.515753,
|
|
"recall-0.15": 0.606849,
|
|
"recall-0.25": 0.744521,
|
|
"recall-0.5": 0.9,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.36862,
|
|
"recall-0.05": 0.6535,
|
|
"recall-0.1": 0.82928,
|
|
"recall-0.15": 0.87077,
|
|
"recall-0.25": 0.9138,
|
|
"recall-0.5": 0.94671
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 18692,
|
|
"pcp": 0.914302
|
|
}
|
|
```
|
|
|
|
##### 10 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0918787,
|
|
"demosaicing": 0.00229577,
|
|
"avg_time_2d": 0.0322288,
|
|
"avg_time_3d": 0.00117385,
|
|
"fps": 28.0125
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 1.85759e-05,
|
|
"undistort_time": 4.36733e-05,
|
|
"project_time": 6.39975e-05,
|
|
"match_time": 6.68682e-05,
|
|
"pairs_time": 0.000150319,
|
|
"pair_scoring_time": 0.000343397,
|
|
"grouping_time": 7.71646e-05,
|
|
"full_time": 0.000241449,
|
|
"merge_time": 3.53406e-05,
|
|
"post_time": 1.32035e-05,
|
|
"convert_time": 7.00952e-07,
|
|
"total_time": 0.00105503
|
|
}
|
|
{
|
|
"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": 0.02632,
|
|
"median": 0.023613,
|
|
"std": 0.01082,
|
|
"sem": 0.000283,
|
|
"min": 0.009035,
|
|
"max": 0.093169,
|
|
"recall-0.025": 0.579809,
|
|
"recall-0.05": 0.939973,
|
|
"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": 0.455239,
|
|
"ap-0.05": 0.913835,
|
|
"ap-0.1": 0.989445,
|
|
"ap-0.15": 0.989445,
|
|
"ap-0.25": 0.989445,
|
|
"ap-0.5": 0.989445
|
|
},
|
|
"nose": {
|
|
"count": 1460,
|
|
"mean": 0.011245,
|
|
"median": 0.009717,
|
|
"std": 0.00768,
|
|
"sem": 0.000201,
|
|
"min": 0.001459,
|
|
"max": 0.075646,
|
|
"recall-0.025": 0.967191,
|
|
"recall-0.05": 0.986329,
|
|
"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": 0.012698,
|
|
"median": 0.010876,
|
|
"std": 0.00817,
|
|
"sem": 0.000214,
|
|
"min": 0.000683,
|
|
"max": 0.072381,
|
|
"recall-0.025": 0.929059,
|
|
"recall-0.05": 0.993179,
|
|
"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": 0.014007,
|
|
"median": 0.012345,
|
|
"std": 0.008152,
|
|
"sem": 0.000213,
|
|
"min": 0.00091,
|
|
"max": 0.059549,
|
|
"recall-0.025": 0.898294,
|
|
"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": 0.017765,
|
|
"median": 0.015037,
|
|
"std": 0.011314,
|
|
"sem": 0.000296,
|
|
"min": 0.000283,
|
|
"max": 0.093974,
|
|
"recall-0.025": 0.826621,
|
|
"recall-0.05": 0.977474,
|
|
"recall-0.1": 0.997952,
|
|
"recall-0.15": 0.997952,
|
|
"recall-0.25": 0.997952,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1460,
|
|
"mean": 0.016392,
|
|
"median": 0.014124,
|
|
"std": 0.014747,
|
|
"sem": 0.000386,
|
|
"min": 0.001011,
|
|
"max": 0.356131,
|
|
"recall-0.025": 0.902256,
|
|
"recall-0.05": 0.97471,
|
|
"recall-0.1": 0.995215,
|
|
"recall-0.15": 0.995899,
|
|
"recall-0.25": 0.997266,
|
|
"recall-0.5": 0.997949,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1431,
|
|
"mean": 0.017912,
|
|
"median": 0.01246,
|
|
"std": 0.019921,
|
|
"sem": 0.000527,
|
|
"min": 0.000958,
|
|
"max": 0.202123,
|
|
"recall-0.025": 0.835425,
|
|
"recall-0.05": 0.960251,
|
|
"recall-0.1": 0.981172,
|
|
"recall-0.15": 0.990934,
|
|
"recall-0.25": 0.997908,
|
|
"recall-0.5": 0.997908,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1454,
|
|
"mean": 0.01718,
|
|
"median": 0.012397,
|
|
"std": 0.018382,
|
|
"sem": 0.000482,
|
|
"min": 0.00081,
|
|
"max": 0.322076,
|
|
"recall-0.025": 0.836538,
|
|
"recall-0.05": 0.964286,
|
|
"recall-0.1": 0.989698,
|
|
"recall-0.15": 0.996566,
|
|
"recall-0.25": 0.99794,
|
|
"recall-0.5": 0.998626,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1462,
|
|
"mean": 0.027556,
|
|
"median": 0.02537,
|
|
"std": 0.014828,
|
|
"sem": 0.000388,
|
|
"min": 0.002039,
|
|
"max": 0.115564,
|
|
"recall-0.025": 0.490102,
|
|
"recall-0.05": 0.935836,
|
|
"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": 0.027322,
|
|
"median": 0.025044,
|
|
"std": 0.012578,
|
|
"sem": 0.000329,
|
|
"min": 0.002507,
|
|
"max": 0.080976,
|
|
"recall-0.025": 0.497954,
|
|
"recall-0.05": 0.950887,
|
|
"recall-0.1": 0.997954,
|
|
"recall-0.15": 0.997954,
|
|
"recall-0.25": 0.997954,
|
|
"recall-0.5": 0.997954,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1462,
|
|
"mean": 0.029314,
|
|
"median": 0.025531,
|
|
"std": 0.017543,
|
|
"sem": 0.000459,
|
|
"min": 0.001698,
|
|
"max": 0.139658,
|
|
"recall-0.025": 0.47372,
|
|
"recall-0.05": 0.898294,
|
|
"recall-0.1": 0.988396,
|
|
"recall-0.15": 0.997952,
|
|
"recall-0.25": 0.997952,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1456,
|
|
"mean": 0.032249,
|
|
"median": 0.027069,
|
|
"std": 0.021383,
|
|
"sem": 0.000561,
|
|
"min": 0.002005,
|
|
"max": 0.212348,
|
|
"recall-0.025": 0.446196,
|
|
"recall-0.05": 0.869774,
|
|
"recall-0.1": 0.976011,
|
|
"recall-0.15": 0.993831,
|
|
"recall-0.25": 0.997944,
|
|
"recall-0.5": 0.997944,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1460,
|
|
"mean": 0.060731,
|
|
"median": 0.036026,
|
|
"std": 0.06315,
|
|
"sem": 0.001653,
|
|
"min": 0.001744,
|
|
"max": 0.389342,
|
|
"recall-0.025": 0.343814,
|
|
"recall-0.05": 0.623377,
|
|
"recall-0.1": 0.813397,
|
|
"recall-0.15": 0.900205,
|
|
"recall-0.25": 0.973342,
|
|
"recall-0.5": 0.997949,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1455,
|
|
"mean": 0.056612,
|
|
"median": 0.030499,
|
|
"std": 0.069262,
|
|
"sem": 0.001816,
|
|
"min": 0.002045,
|
|
"max": 0.444259,
|
|
"recall-0.025": 0.396575,
|
|
"recall-0.05": 0.685616,
|
|
"recall-0.1": 0.861644,
|
|
"recall-0.15": 0.913014,
|
|
"recall-0.25": 0.95411,
|
|
"recall-0.5": 0.996575,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.67967,
|
|
"recall-0.05": 0.90848,
|
|
"recall-0.1": 0.96825,
|
|
"recall-0.15": 0.98236,
|
|
"recall-0.25": 0.99231,
|
|
"recall-0.5": 0.99742
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20329,
|
|
"pcp": 0.994375
|
|
}
|
|
```
|
|
|
|
##### 31 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.316871,
|
|
"demosaicing": 0.0110794,
|
|
"avg_time_2d": 0.0985203,
|
|
"avg_time_3d": 0.0129658,
|
|
"fps": 8.15891
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 6.01526e-05,
|
|
"undistort_time": 0.000318677,
|
|
"project_time": 0.000553076,
|
|
"match_time": 0.000529147,
|
|
"pairs_time": 0.00223077,
|
|
"pair_scoring_time": 0.00300736,
|
|
"grouping_time": 0.00276694,
|
|
"full_time": 0.002134,
|
|
"merge_time": 0.000522887,
|
|
"post_time": 1.79106e-05,
|
|
"convert_time": 9.62974e-07,
|
|
"total_time": 0.0121423
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1505,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1465,
|
|
"invalid_preds": 40,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.02658,
|
|
"precision": 0.97342,
|
|
"recall": 0.99932,
|
|
"f1": 0.9862,
|
|
"non_empty": 1505
|
|
},
|
|
"mpjpe": {
|
|
"count": 1465,
|
|
"mean": 0.021378,
|
|
"median": 0.019413,
|
|
"std": 0.007745,
|
|
"sem": 0.000202,
|
|
"min": 0.009697,
|
|
"max": 0.102079,
|
|
"recall-0.025": 0.733288,
|
|
"recall-0.05": 0.995225,
|
|
"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": 0.660592,
|
|
"ap-0.05": 0.983876,
|
|
"ap-0.1": 0.988209,
|
|
"ap-0.15": 0.989728,
|
|
"ap-0.25": 0.989728,
|
|
"ap-0.5": 0.989728
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.009366,
|
|
"median": 0.008127,
|
|
"std": 0.007158,
|
|
"sem": 0.000187,
|
|
"min": 0.001832,
|
|
"max": 0.089174,
|
|
"recall-0.025": 0.982912,
|
|
"recall-0.05": 0.98838,
|
|
"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": 0.010461,
|
|
"median": 0.009022,
|
|
"std": 0.006253,
|
|
"sem": 0.000163,
|
|
"min": 0.000486,
|
|
"max": 0.042895,
|
|
"recall-0.025": 0.965211,
|
|
"recall-0.05": 0.999318,
|
|
"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": 0.011754,
|
|
"median": 0.010296,
|
|
"std": 0.006613,
|
|
"sem": 0.000173,
|
|
"min": 0.000586,
|
|
"max": 0.082849,
|
|
"recall-0.025": 0.963823,
|
|
"recall-0.05": 0.99727,
|
|
"recall-0.1": 0.999317,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1464,
|
|
"mean": 0.013819,
|
|
"median": 0.012248,
|
|
"std": 0.008099,
|
|
"sem": 0.000212,
|
|
"min": 0.001903,
|
|
"max": 0.065253,
|
|
"recall-0.025": 0.92628,
|
|
"recall-0.05": 0.992491,
|
|
"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": 0.013849,
|
|
"median": 0.012421,
|
|
"std": 0.008812,
|
|
"sem": 0.000231,
|
|
"min": 0.000687,
|
|
"max": 0.167748,
|
|
"recall-0.025": 0.935065,
|
|
"recall-0.05": 0.991114,
|
|
"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": 0.015001,
|
|
"median": 0.010714,
|
|
"std": 0.016661,
|
|
"sem": 0.00044,
|
|
"min": 0.000797,
|
|
"max": 0.148407,
|
|
"recall-0.025": 0.887727,
|
|
"recall-0.05": 0.967225,
|
|
"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": 0.014295,
|
|
"median": 0.010251,
|
|
"std": 0.012861,
|
|
"sem": 0.000337,
|
|
"min": 0.000738,
|
|
"max": 0.093478,
|
|
"recall-0.025": 0.876374,
|
|
"recall-0.05": 0.972527,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1464,
|
|
"mean": 0.02108,
|
|
"median": 0.01849,
|
|
"std": 0.011596,
|
|
"sem": 0.000303,
|
|
"min": 0.001987,
|
|
"max": 0.084873,
|
|
"recall-0.025": 0.746075,
|
|
"recall-0.05": 0.967918,
|
|
"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": 0.022031,
|
|
"median": 0.021111,
|
|
"std": 0.010293,
|
|
"sem": 0.000269,
|
|
"min": 0.001982,
|
|
"max": 0.184573,
|
|
"recall-0.025": 0.651432,
|
|
"recall-0.05": 0.992497,
|
|
"recall-0.1": 0.998636,
|
|
"recall-0.15": 0.998636,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1464,
|
|
"mean": 0.023031,
|
|
"median": 0.020769,
|
|
"std": 0.012813,
|
|
"sem": 0.000335,
|
|
"min": 0.002548,
|
|
"max": 0.113513,
|
|
"recall-0.025": 0.640273,
|
|
"recall-0.05": 0.958362,
|
|
"recall-0.1": 0.997952,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1458,
|
|
"mean": 0.024958,
|
|
"median": 0.022737,
|
|
"std": 0.016621,
|
|
"sem": 0.000435,
|
|
"min": 0.001307,
|
|
"max": 0.175266,
|
|
"recall-0.025": 0.579849,
|
|
"recall-0.05": 0.957505,
|
|
"recall-0.1": 0.986292,
|
|
"recall-0.15": 0.998629,
|
|
"recall-0.25": 0.999315,
|
|
"recall-0.5": 0.999315,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1462,
|
|
"mean": 0.048153,
|
|
"median": 0.032151,
|
|
"std": 0.042385,
|
|
"sem": 0.001109,
|
|
"min": 0.001567,
|
|
"max": 0.240114,
|
|
"recall-0.025": 0.386193,
|
|
"recall-0.05": 0.67054,
|
|
"recall-0.1": 0.859193,
|
|
"recall-0.15": 0.966507,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1458,
|
|
"mean": 0.049114,
|
|
"median": 0.028611,
|
|
"std": 0.047326,
|
|
"sem": 0.00124,
|
|
"min": 0.001747,
|
|
"max": 0.286754,
|
|
"recall-0.025": 0.444521,
|
|
"recall-0.05": 0.670548,
|
|
"recall-0.1": 0.854795,
|
|
"recall-0.15": 0.95274,
|
|
"recall-0.25": 0.99589,
|
|
"recall-0.5": 0.99863,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.76777,
|
|
"recall-0.05": 0.93244,
|
|
"recall-0.1": 0.9752,
|
|
"recall-0.15": 0.99273,
|
|
"recall-0.25": 0.99868,
|
|
"recall-0.5": 0.99889
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20400,
|
|
"pcp": 0.997848
|
|
}
|
|
```
|
|
|
|
### IkeaAsm
|
|
|
|
(duration 00:01:45)
|
|
```json
|
|
{
|
|
"img_loading": 0.0325643,
|
|
"demosaicing": 0.000670653,
|
|
"avg_time_2d": 0.00862119,
|
|
"avg_time_3d": 0.000158648,
|
|
"fps": 105.815
|
|
}
|
|
{
|
|
"triangulator_calls": 479,
|
|
"init_time": 5.80383e-06,
|
|
"undistort_time": 1.80477e-05,
|
|
"project_time": 8.01947e-06,
|
|
"match_time": 4.9868e-06,
|
|
"pairs_time": 1.88864e-05,
|
|
"pair_scoring_time": 4.12787e-05,
|
|
"grouping_time": 3.07266e-06,
|
|
"full_time": 3.58256e-05,
|
|
"merge_time": 6.99031e-06,
|
|
"post_time": 6.59392e-06,
|
|
"convert_time": 3.01284e-07,
|
|
"total_time": 0.000150269
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 479,
|
|
"total_labels": 479,
|
|
"total_preds": 602,
|
|
"considered_empty": 0,
|
|
"valid_preds": 443,
|
|
"invalid_preds": 159,
|
|
"missing": 36,
|
|
"invalid_fraction": 0.26412,
|
|
"precision": 0.73588,
|
|
"recall": 0.92484,
|
|
"f1": 0.81961,
|
|
"non_empty": 602
|
|
},
|
|
"mpjpe": {
|
|
"count": 443,
|
|
"mean": 0.071604,
|
|
"median": 0.054368,
|
|
"std": 0.049195,
|
|
"sem": 0.00234,
|
|
"min": 0.010537,
|
|
"max": 0.40751,
|
|
"recall-0.025": 0.070981,
|
|
"recall-0.05": 0.4238,
|
|
"recall-0.1": 0.713987,
|
|
"recall-0.15": 0.858038,
|
|
"recall-0.25": 0.914405,
|
|
"recall-0.5": 0.924843,
|
|
"num_labels": 479,
|
|
"ap-0.025": 0.005716,
|
|
"ap-0.05": 0.196359,
|
|
"ap-0.1": 0.487768,
|
|
"ap-0.15": 0.686174,
|
|
"ap-0.25": 0.783286,
|
|
"ap-0.5": 0.800501
|
|
},
|
|
"head": {
|
|
"count": 421,
|
|
"mean": 0.029621,
|
|
"median": 0.025942,
|
|
"std": 0.017997,
|
|
"sem": 0.000878,
|
|
"min": 0.001551,
|
|
"max": 0.19004,
|
|
"recall-0.025": 0.431416,
|
|
"recall-0.05": 0.845133,
|
|
"recall-0.1": 0.924779,
|
|
"recall-0.15": 0.929204,
|
|
"recall-0.25": 0.931416,
|
|
"recall-0.5": 0.931416,
|
|
"num_labels": 452
|
|
},
|
|
"shoulder_left": {
|
|
"count": 420,
|
|
"mean": 0.039711,
|
|
"median": 0.034539,
|
|
"std": 0.020795,
|
|
"sem": 0.001016,
|
|
"min": 0.006067,
|
|
"max": 0.235941,
|
|
"recall-0.025": 0.127753,
|
|
"recall-0.05": 0.773128,
|
|
"recall-0.1": 0.900881,
|
|
"recall-0.15": 0.922907,
|
|
"recall-0.25": 0.92511,
|
|
"recall-0.5": 0.92511,
|
|
"num_labels": 454
|
|
},
|
|
"shoulder_right": {
|
|
"count": 432,
|
|
"mean": 0.028925,
|
|
"median": 0.027516,
|
|
"std": 0.010034,
|
|
"sem": 0.000483,
|
|
"min": 0.01092,
|
|
"max": 0.111923,
|
|
"recall-0.025": 0.344754,
|
|
"recall-0.05": 0.892934,
|
|
"recall-0.1": 0.922912,
|
|
"recall-0.15": 0.925054,
|
|
"recall-0.25": 0.925054,
|
|
"recall-0.5": 0.925054,
|
|
"num_labels": 467
|
|
},
|
|
"elbow_left": {
|
|
"count": 409,
|
|
"mean": 0.029135,
|
|
"median": 0.020129,
|
|
"std": 0.030123,
|
|
"sem": 0.001491,
|
|
"min": 0.002489,
|
|
"max": 0.300522,
|
|
"recall-0.025": 0.597254,
|
|
"recall-0.05": 0.810069,
|
|
"recall-0.1": 0.906178,
|
|
"recall-0.15": 0.924485,
|
|
"recall-0.25": 0.933638,
|
|
"recall-0.5": 0.935927,
|
|
"num_labels": 437
|
|
},
|
|
"elbow_right": {
|
|
"count": 413,
|
|
"mean": 0.023008,
|
|
"median": 0.018315,
|
|
"std": 0.017822,
|
|
"sem": 0.000878,
|
|
"min": 0.001684,
|
|
"max": 0.195188,
|
|
"recall-0.025": 0.662132,
|
|
"recall-0.05": 0.870748,
|
|
"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": 0.027953,
|
|
"median": 0.020806,
|
|
"std": 0.031618,
|
|
"sem": 0.001569,
|
|
"min": 0.001511,
|
|
"max": 0.374001,
|
|
"recall-0.025": 0.566514,
|
|
"recall-0.05": 0.83945,
|
|
"recall-0.1": 0.912844,
|
|
"recall-0.15": 0.919725,
|
|
"recall-0.25": 0.931193,
|
|
"recall-0.5": 0.933486,
|
|
"num_labels": 436
|
|
},
|
|
"wrist_right": {
|
|
"count": 416,
|
|
"mean": 0.023728,
|
|
"median": 0.016397,
|
|
"std": 0.030647,
|
|
"sem": 0.001504,
|
|
"min": 0.001047,
|
|
"max": 0.372791,
|
|
"recall-0.025": 0.699552,
|
|
"recall-0.05": 0.872197,
|
|
"recall-0.1": 0.910314,
|
|
"recall-0.15": 0.919283,
|
|
"recall-0.25": 0.930493,
|
|
"recall-0.5": 0.932735,
|
|
"num_labels": 446
|
|
},
|
|
"hip_left": {
|
|
"count": 297,
|
|
"mean": 0.096204,
|
|
"median": 0.089988,
|
|
"std": 0.03029,
|
|
"sem": 0.001761,
|
|
"min": 0.038568,
|
|
"max": 0.272406,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.019108,
|
|
"recall-0.1": 0.617834,
|
|
"recall-0.15": 0.894904,
|
|
"recall-0.25": 0.942675,
|
|
"recall-0.5": 0.94586,
|
|
"num_labels": 314
|
|
},
|
|
"hip_right": {
|
|
"count": 242,
|
|
"mean": 0.085366,
|
|
"median": 0.080606,
|
|
"std": 0.031572,
|
|
"sem": 0.002034,
|
|
"min": 0.016946,
|
|
"max": 0.293067,
|
|
"recall-0.025": 0.011538,
|
|
"recall-0.05": 0.061538,
|
|
"recall-0.1": 0.746154,
|
|
"recall-0.15": 0.892308,
|
|
"recall-0.25": 0.923077,
|
|
"recall-0.5": 0.930769,
|
|
"num_labels": 260
|
|
},
|
|
"knee_left": {
|
|
"count": 252,
|
|
"mean": 0.123126,
|
|
"median": 0.088942,
|
|
"std": 0.102232,
|
|
"sem": 0.006453,
|
|
"min": 0.008717,
|
|
"max": 0.495269,
|
|
"recall-0.025": 0.032609,
|
|
"recall-0.05": 0.184783,
|
|
"recall-0.1": 0.503623,
|
|
"recall-0.15": 0.692029,
|
|
"recall-0.25": 0.807971,
|
|
"recall-0.5": 0.913043,
|
|
"num_labels": 276
|
|
},
|
|
"knee_right": {
|
|
"count": 193,
|
|
"mean": 0.110777,
|
|
"median": 0.081186,
|
|
"std": 0.099792,
|
|
"sem": 0.007202,
|
|
"min": 0.011424,
|
|
"max": 0.486616,
|
|
"recall-0.025": 0.04186,
|
|
"recall-0.05": 0.246512,
|
|
"recall-0.1": 0.572093,
|
|
"recall-0.15": 0.753488,
|
|
"recall-0.25": 0.804651,
|
|
"recall-0.5": 0.897674,
|
|
"num_labels": 215
|
|
},
|
|
"ankle_left": {
|
|
"count": 73,
|
|
"mean": 0.332012,
|
|
"median": 0.364869,
|
|
"std": 0.123392,
|
|
"sem": 0.014542,
|
|
"min": 0.02113,
|
|
"max": 0.495254,
|
|
"recall-0.025": 0.007576,
|
|
"recall-0.05": 0.015152,
|
|
"recall-0.1": 0.037879,
|
|
"recall-0.15": 0.068182,
|
|
"recall-0.25": 0.121212,
|
|
"recall-0.5": 0.55303,
|
|
"num_labels": 132
|
|
},
|
|
"ankle_right": {
|
|
"count": 64,
|
|
"mean": 0.33803,
|
|
"median": 0.37936,
|
|
"std": 0.127176,
|
|
"sem": 0.016023,
|
|
"min": 0.024202,
|
|
"max": 0.489419,
|
|
"recall-0.025": 0.007874,
|
|
"recall-0.05": 0.015748,
|
|
"recall-0.1": 0.055118,
|
|
"recall-0.15": 0.07874,
|
|
"recall-0.25": 0.102362,
|
|
"recall-0.5": 0.503937,
|
|
"num_labels": 127
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4457,
|
|
"recall-0.025": 0.34642,
|
|
"recall-0.05": 0.62105,
|
|
"recall-0.1": 0.79044,
|
|
"recall-0.15": 0.84743,
|
|
"recall-0.25": 0.86785,
|
|
"recall-0.5": 0.90442
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4313,
|
|
"correct_parts": 3800,
|
|
"pcp": 0.881057
|
|
}
|
|
```
|
|
|
|
### CHI3D
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0168381,
|
|
"demosaicing": 0.000521391,
|
|
"avg_time_2d": 0.00989827,
|
|
"avg_time_3d": 0.000238721,
|
|
"fps": 93.8229
|
|
}
|
|
{
|
|
"triangulator_calls": 390,
|
|
"init_time": 7.3514e-06,
|
|
"undistort_time": 2.09449e-05,
|
|
"project_time": 2.81588e-05,
|
|
"match_time": 1.42185e-05,
|
|
"pairs_time": 1.98287e-05,
|
|
"pair_scoring_time": 5.45873e-05,
|
|
"grouping_time": 3.88386e-06,
|
|
"full_time": 5.00506e-05,
|
|
"merge_time": 8.14344e-06,
|
|
"post_time": 7.48772e-06,
|
|
"convert_time": 4.27254e-07,
|
|
"total_time": 0.000215415
|
|
}
|
|
{
|
|
"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": 0.060537,
|
|
"median": 0.057509,
|
|
"std": 0.013999,
|
|
"sem": 0.000503,
|
|
"min": 0.043799,
|
|
"max": 0.215499,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.041026,
|
|
"recall-0.1": 0.985897,
|
|
"recall-0.15": 0.988462,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 0.00236,
|
|
"ap-0.1": 0.985715,
|
|
"ap-0.15": 0.988266,
|
|
"ap-0.25": 0.996154,
|
|
"ap-0.5": 0.996154
|
|
},
|
|
"head": {
|
|
"count": 777,
|
|
"mean": 0.0401,
|
|
"median": 0.028733,
|
|
"std": 0.04852,
|
|
"sem": 0.001742,
|
|
"min": 0.001819,
|
|
"max": 0.402359,
|
|
"recall-0.025": 0.414103,
|
|
"recall-0.05": 0.837179,
|
|
"recall-0.1": 0.95,
|
|
"recall-0.15": 0.958974,
|
|
"recall-0.25": 0.976923,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"shoulder_left": {
|
|
"count": 777,
|
|
"mean": 0.062717,
|
|
"median": 0.065415,
|
|
"std": 0.02178,
|
|
"sem": 0.000782,
|
|
"min": 0.009196,
|
|
"max": 0.164778,
|
|
"recall-0.025": 0.017949,
|
|
"recall-0.05": 0.312821,
|
|
"recall-0.1": 0.958974,
|
|
"recall-0.15": 0.99359,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"shoulder_right": {
|
|
"count": 777,
|
|
"mean": 0.066877,
|
|
"median": 0.06511,
|
|
"std": 0.02044,
|
|
"sem": 0.000734,
|
|
"min": 0.014633,
|
|
"max": 0.262356,
|
|
"recall-0.025": 0.012821,
|
|
"recall-0.05": 0.173077,
|
|
"recall-0.1": 0.946154,
|
|
"recall-0.15": 0.992308,
|
|
"recall-0.25": 0.994872,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"elbow_left": {
|
|
"count": 776,
|
|
"mean": 0.057072,
|
|
"median": 0.04806,
|
|
"std": 0.037689,
|
|
"sem": 0.001354,
|
|
"min": 0.016045,
|
|
"max": 0.454836,
|
|
"recall-0.025": 0.017949,
|
|
"recall-0.05": 0.544872,
|
|
"recall-0.1": 0.942308,
|
|
"recall-0.15": 0.971795,
|
|
"recall-0.25": 0.985897,
|
|
"recall-0.5": 0.994872,
|
|
"num_labels": 780
|
|
},
|
|
"elbow_right": {
|
|
"count": 777,
|
|
"mean": 0.063711,
|
|
"median": 0.061996,
|
|
"std": 0.021677,
|
|
"sem": 0.000778,
|
|
"min": 0.024925,
|
|
"max": 0.220925,
|
|
"recall-0.025": 0.001282,
|
|
"recall-0.05": 0.253846,
|
|
"recall-0.1": 0.941026,
|
|
"recall-0.15": 0.984615,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"wrist_left": {
|
|
"count": 773,
|
|
"mean": 0.049885,
|
|
"median": 0.044134,
|
|
"std": 0.038211,
|
|
"sem": 0.001375,
|
|
"min": 0.006546,
|
|
"max": 0.446204,
|
|
"recall-0.025": 0.132051,
|
|
"recall-0.05": 0.646154,
|
|
"recall-0.1": 0.941026,
|
|
"recall-0.15": 0.976923,
|
|
"recall-0.25": 0.983333,
|
|
"recall-0.5": 0.991026,
|
|
"num_labels": 780
|
|
},
|
|
"wrist_right": {
|
|
"count": 772,
|
|
"mean": 0.067144,
|
|
"median": 0.064852,
|
|
"std": 0.037298,
|
|
"sem": 0.001343,
|
|
"min": 0.017043,
|
|
"max": 0.354636,
|
|
"recall-0.025": 0.016667,
|
|
"recall-0.05": 0.320513,
|
|
"recall-0.1": 0.919231,
|
|
"recall-0.15": 0.952564,
|
|
"recall-0.25": 0.984615,
|
|
"recall-0.5": 0.989744,
|
|
"num_labels": 780
|
|
},
|
|
"hip_left": {
|
|
"count": 777,
|
|
"mean": 0.08225,
|
|
"median": 0.081986,
|
|
"std": 0.020003,
|
|
"sem": 0.000718,
|
|
"min": 0.032488,
|
|
"max": 0.141433,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.044872,
|
|
"recall-0.1": 0.811538,
|
|
"recall-0.15": 0.996154,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"hip_right": {
|
|
"count": 777,
|
|
"mean": 0.105431,
|
|
"median": 0.103438,
|
|
"std": 0.018384,
|
|
"sem": 0.00066,
|
|
"min": 0.064033,
|
|
"max": 0.172045,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.0,
|
|
"recall-0.1": 0.425641,
|
|
"recall-0.15": 0.982051,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"knee_left": {
|
|
"count": 777,
|
|
"mean": 0.047445,
|
|
"median": 0.045872,
|
|
"std": 0.019337,
|
|
"sem": 0.000694,
|
|
"min": 0.009531,
|
|
"max": 0.19946,
|
|
"recall-0.025": 0.062821,
|
|
"recall-0.05": 0.638462,
|
|
"recall-0.1": 0.95641,
|
|
"recall-0.15": 0.992308,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"knee_right": {
|
|
"count": 777,
|
|
"mean": 0.051646,
|
|
"median": 0.049045,
|
|
"std": 0.018566,
|
|
"sem": 0.000666,
|
|
"min": 0.013105,
|
|
"max": 0.129718,
|
|
"recall-0.025": 0.038462,
|
|
"recall-0.05": 0.521795,
|
|
"recall-0.1": 0.978205,
|
|
"recall-0.15": 0.996154,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"ankle_left": {
|
|
"count": 777,
|
|
"mean": 0.049701,
|
|
"median": 0.046306,
|
|
"std": 0.015835,
|
|
"sem": 0.000568,
|
|
"min": 0.014938,
|
|
"max": 0.208524,
|
|
"recall-0.025": 0.00641,
|
|
"recall-0.05": 0.634615,
|
|
"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": 0.034318,
|
|
"median": 0.03015,
|
|
"std": 0.016006,
|
|
"sem": 0.000575,
|
|
"min": 0.007529,
|
|
"max": 0.174907,
|
|
"recall-0.025": 0.301282,
|
|
"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": 0.07821,
|
|
"recall-0.05": 0.44576,
|
|
"recall-0.1": 0.90286,
|
|
"recall-0.15": 0.98304,
|
|
"recall-0.25": 0.99152,
|
|
"recall-0.5": 0.99517
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10920,
|
|
"correct_parts": 10715,
|
|
"pcp": 0.981227
|
|
}
|
|
```
|
|
|
|
### Tsinghua
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.111981,
|
|
"demosaicing": 0.00296184,
|
|
"avg_time_2d": 0.0182863,
|
|
"avg_time_3d": 0.000574883,
|
|
"fps": 45.8232
|
|
}
|
|
{
|
|
"triangulator_calls": 210,
|
|
"init_time": 1.28759e-05,
|
|
"undistort_time": 5.1278e-05,
|
|
"project_time": 3.04348e-05,
|
|
"match_time": 2.29567e-05,
|
|
"pairs_time": 3.87058e-05,
|
|
"pair_scoring_time": 0.00017292,
|
|
"grouping_time": 1.55534e-05,
|
|
"full_time": 0.000145109,
|
|
"merge_time": 3.8862e-05,
|
|
"post_time": 1.26323e-05,
|
|
"convert_time": 6.84276e-07,
|
|
"total_time": 0.000542338
|
|
}
|
|
{
|
|
"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": 0.053144,
|
|
"median": 0.049114,
|
|
"std": 0.017617,
|
|
"sem": 0.000702,
|
|
"min": 0.03062,
|
|
"max": 0.139821,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.526984,
|
|
"recall-0.1": 0.955556,
|
|
"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": 0.322063,
|
|
"ap-0.1": 0.932956,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 598,
|
|
"mean": 0.040072,
|
|
"median": 0.038112,
|
|
"std": 0.013294,
|
|
"sem": 0.000544,
|
|
"min": 0.012881,
|
|
"max": 0.117843,
|
|
"recall-0.025": 0.098662,
|
|
"recall-0.05": 0.801003,
|
|
"recall-0.1": 0.996656,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 598
|
|
},
|
|
"shoulder_left": {
|
|
"count": 630,
|
|
"mean": 0.059073,
|
|
"median": 0.056525,
|
|
"std": 0.018251,
|
|
"sem": 0.000728,
|
|
"min": 0.019836,
|
|
"max": 0.144121,
|
|
"recall-0.025": 0.014286,
|
|
"recall-0.05": 0.322222,
|
|
"recall-0.1": 0.980952,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"shoulder_right": {
|
|
"count": 630,
|
|
"mean": 0.06127,
|
|
"median": 0.059808,
|
|
"std": 0.019599,
|
|
"sem": 0.000781,
|
|
"min": 0.016682,
|
|
"max": 0.130307,
|
|
"recall-0.025": 0.003175,
|
|
"recall-0.05": 0.328571,
|
|
"recall-0.1": 0.953968,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"elbow_left": {
|
|
"count": 630,
|
|
"mean": 0.050411,
|
|
"median": 0.048191,
|
|
"std": 0.020086,
|
|
"sem": 0.000801,
|
|
"min": 0.005516,
|
|
"max": 0.149352,
|
|
"recall-0.025": 0.065079,
|
|
"recall-0.05": 0.563492,
|
|
"recall-0.1": 0.980952,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"elbow_right": {
|
|
"count": 629,
|
|
"mean": 0.052073,
|
|
"median": 0.047506,
|
|
"std": 0.028806,
|
|
"sem": 0.001149,
|
|
"min": 0.005325,
|
|
"max": 0.201864,
|
|
"recall-0.025": 0.111288,
|
|
"recall-0.05": 0.580286,
|
|
"recall-0.1": 0.936407,
|
|
"recall-0.15": 0.980922,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"wrist_left": {
|
|
"count": 630,
|
|
"mean": 0.047063,
|
|
"median": 0.041535,
|
|
"std": 0.025945,
|
|
"sem": 0.001035,
|
|
"min": 0.003765,
|
|
"max": 0.218849,
|
|
"recall-0.025": 0.147619,
|
|
"recall-0.05": 0.657143,
|
|
"recall-0.1": 0.95873,
|
|
"recall-0.15": 0.992063,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"wrist_right": {
|
|
"count": 625,
|
|
"mean": 0.052765,
|
|
"median": 0.048354,
|
|
"std": 0.025868,
|
|
"sem": 0.001036,
|
|
"min": 0.004056,
|
|
"max": 0.223562,
|
|
"recall-0.025": 0.0752,
|
|
"recall-0.05": 0.5296,
|
|
"recall-0.1": 0.9552,
|
|
"recall-0.15": 0.9936,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 625
|
|
},
|
|
"hip_left": {
|
|
"count": 630,
|
|
"mean": 0.051689,
|
|
"median": 0.04899,
|
|
"std": 0.020919,
|
|
"sem": 0.000834,
|
|
"min": 0.00343,
|
|
"max": 0.144946,
|
|
"recall-0.025": 0.074603,
|
|
"recall-0.05": 0.526984,
|
|
"recall-0.1": 0.969841,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"hip_right": {
|
|
"count": 629,
|
|
"mean": 0.051798,
|
|
"median": 0.049616,
|
|
"std": 0.023455,
|
|
"sem": 0.000936,
|
|
"min": 0.006987,
|
|
"max": 0.129697,
|
|
"recall-0.025": 0.127186,
|
|
"recall-0.05": 0.505564,
|
|
"recall-0.1": 0.958665,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"knee_left": {
|
|
"count": 628,
|
|
"mean": 0.047441,
|
|
"median": 0.035755,
|
|
"std": 0.045699,
|
|
"sem": 0.001825,
|
|
"min": 0.007642,
|
|
"max": 0.367472,
|
|
"recall-0.025": 0.238854,
|
|
"recall-0.05": 0.707006,
|
|
"recall-0.1": 0.941083,
|
|
"recall-0.15": 0.964968,
|
|
"recall-0.25": 0.984076,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 628
|
|
},
|
|
"knee_right": {
|
|
"count": 629,
|
|
"mean": 0.054894,
|
|
"median": 0.037744,
|
|
"std": 0.071739,
|
|
"sem": 0.002863,
|
|
"min": 0.003544,
|
|
"max": 0.495805,
|
|
"recall-0.025": 0.220986,
|
|
"recall-0.05": 0.72814,
|
|
"recall-0.1": 0.939587,
|
|
"recall-0.15": 0.952305,
|
|
"recall-0.25": 0.957075,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"ankle_left": {
|
|
"count": 619,
|
|
"mean": 0.057383,
|
|
"median": 0.042554,
|
|
"std": 0.070445,
|
|
"sem": 0.002834,
|
|
"min": 0.007807,
|
|
"max": 0.487696,
|
|
"recall-0.025": 0.087237,
|
|
"recall-0.05": 0.676898,
|
|
"recall-0.1": 0.95315,
|
|
"recall-0.15": 0.959612,
|
|
"recall-0.25": 0.966074,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 619
|
|
},
|
|
"ankle_right": {
|
|
"count": 602,
|
|
"mean": 0.046855,
|
|
"median": 0.040868,
|
|
"std": 0.044613,
|
|
"sem": 0.00182,
|
|
"min": 0.004454,
|
|
"max": 0.45417,
|
|
"recall-0.025": 0.172026,
|
|
"recall-0.05": 0.689711,
|
|
"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": 0.10973,
|
|
"recall-0.05": 0.58371,
|
|
"recall-0.1": 0.95793,
|
|
"recall-0.15": 0.98352,
|
|
"recall-0.25": 0.98917,
|
|
"recall-0.5": 0.99754
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 8725,
|
|
"correct_parts": 8594,
|
|
"pcp": 0.984986
|
|
}
|
|
```
|
|
|
|
### H3WB
|
|
|
|
##### default joints
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0235645,
|
|
"demosaicing": 0.000610681,
|
|
"avg_time_2d": 0.00833803,
|
|
"avg_time_3d": 0.000164301,
|
|
"fps": 109.733
|
|
}
|
|
{
|
|
"triangulator_calls": 200,
|
|
"init_time": 5.66642e-06,
|
|
"undistort_time": 2.00266e-05,
|
|
"project_time": 2.044e-08,
|
|
"match_time": 5.30999e-08,
|
|
"pairs_time": 3.13351e-05,
|
|
"pair_scoring_time": 3.91504e-05,
|
|
"grouping_time": 1.9541e-06,
|
|
"full_time": 4.1243e-05,
|
|
"merge_time": 6.84476e-06,
|
|
"post_time": 6.23658e-06,
|
|
"convert_time": 2.37425e-07,
|
|
"total_time": 0.000153081
|
|
}
|
|
{
|
|
"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": 0.023398,
|
|
"median": 0.021441,
|
|
"std": 0.010253,
|
|
"sem": 0.000727,
|
|
"min": 0.011617,
|
|
"max": 0.094957,
|
|
"recall-0.025": 0.685,
|
|
"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": 0.607048,
|
|
"ap-0.05": 0.984233,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"nose": {
|
|
"count": 200,
|
|
"mean": 0.038269,
|
|
"median": 0.030608,
|
|
"std": 0.029484,
|
|
"sem": 0.00209,
|
|
"min": 0.004055,
|
|
"max": 0.237489,
|
|
"recall-0.025": 0.415,
|
|
"recall-0.05": 0.775,
|
|
"recall-0.1": 0.97,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_left": {
|
|
"count": 200,
|
|
"mean": 0.018141,
|
|
"median": 0.015445,
|
|
"std": 0.011077,
|
|
"sem": 0.000785,
|
|
"min": 0.003173,
|
|
"max": 0.070729,
|
|
"recall-0.025": 0.81,
|
|
"recall-0.05": 0.98,
|
|
"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": 0.022076,
|
|
"median": 0.019204,
|
|
"std": 0.012127,
|
|
"sem": 0.00086,
|
|
"min": 0.004463,
|
|
"max": 0.079935,
|
|
"recall-0.025": 0.65,
|
|
"recall-0.05": 0.965,
|
|
"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": 0.015862,
|
|
"median": 0.012786,
|
|
"std": 0.01233,
|
|
"sem": 0.000874,
|
|
"min": 0.002178,
|
|
"max": 0.092262,
|
|
"recall-0.025": 0.85,
|
|
"recall-0.05": 0.98,
|
|
"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": 0.021417,
|
|
"median": 0.01395,
|
|
"std": 0.021128,
|
|
"sem": 0.001498,
|
|
"min": 0.001858,
|
|
"max": 0.128984,
|
|
"recall-0.025": 0.74,
|
|
"recall-0.05": 0.92,
|
|
"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": 0.025704,
|
|
"median": 0.018494,
|
|
"std": 0.030577,
|
|
"sem": 0.002168,
|
|
"min": 0.002119,
|
|
"max": 0.286108,
|
|
"recall-0.025": 0.675,
|
|
"recall-0.05": 0.905,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_right": {
|
|
"count": 200,
|
|
"mean": 0.029159,
|
|
"median": 0.022179,
|
|
"std": 0.023049,
|
|
"sem": 0.001634,
|
|
"min": 0.001256,
|
|
"max": 0.120296,
|
|
"recall-0.025": 0.535,
|
|
"recall-0.05": 0.85,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_left": {
|
|
"count": 200,
|
|
"mean": 0.030903,
|
|
"median": 0.0289,
|
|
"std": 0.016264,
|
|
"sem": 0.001153,
|
|
"min": 0.003493,
|
|
"max": 0.101114,
|
|
"recall-0.025": 0.42,
|
|
"recall-0.05": 0.89,
|
|
"recall-0.1": 0.995,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_right": {
|
|
"count": 200,
|
|
"mean": 0.030115,
|
|
"median": 0.027708,
|
|
"std": 0.014007,
|
|
"sem": 0.000993,
|
|
"min": 0.002976,
|
|
"max": 0.079377,
|
|
"recall-0.025": 0.42,
|
|
"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": 0.020073,
|
|
"median": 0.014075,
|
|
"std": 0.027135,
|
|
"sem": 0.001924,
|
|
"min": 0.002067,
|
|
"max": 0.328088,
|
|
"recall-0.025": 0.79,
|
|
"recall-0.05": 0.965,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"knee_right": {
|
|
"count": 200,
|
|
"mean": 0.018259,
|
|
"median": 0.013514,
|
|
"std": 0.031433,
|
|
"sem": 0.002228,
|
|
"min": 0.001276,
|
|
"max": 0.430823,
|
|
"recall-0.025": 0.855,
|
|
"recall-0.05": 0.965,
|
|
"recall-0.1": 0.995,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_left": {
|
|
"count": 200,
|
|
"mean": 0.015566,
|
|
"median": 0.010529,
|
|
"std": 0.026086,
|
|
"sem": 0.001849,
|
|
"min": 0.002532,
|
|
"max": 0.330812,
|
|
"recall-0.025": 0.905,
|
|
"recall-0.05": 0.97,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_right": {
|
|
"count": 199,
|
|
"mean": 0.016135,
|
|
"median": 0.010357,
|
|
"std": 0.028311,
|
|
"sem": 0.002012,
|
|
"min": 0.000574,
|
|
"max": 0.348576,
|
|
"recall-0.025": 0.88,
|
|
"recall-0.05": 0.96,
|
|
"recall-0.1": 0.98,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 0.99,
|
|
"recall-0.5": 0.995,
|
|
"num_labels": 200
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 2600,
|
|
"recall-0.025": 0.68808,
|
|
"recall-0.05": 0.925,
|
|
"recall-0.1": 0.99077,
|
|
"recall-0.15": 0.99692,
|
|
"recall-0.25": 0.99769,
|
|
"recall-0.5": 0.99962
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 2800,
|
|
"correct_parts": 2794,
|
|
"pcp": 0.997857
|
|
}
|
|
```
|
|
|
|
##### whole-body
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0238355,
|
|
"demosaicing": 0.000574026,
|
|
"avg_time_2d": 0.0199902,
|
|
"avg_time_3d": 0.000364511,
|
|
"fps": 47.7812
|
|
}
|
|
{
|
|
"triangulator_calls": 200,
|
|
"init_time": 6.65322e-06,
|
|
"undistort_time": 4.45139e-05,
|
|
"project_time": 1.7475e-08,
|
|
"match_time": 4.23799e-08,
|
|
"pairs_time": 3.37119e-05,
|
|
"pair_scoring_time": 3.90991e-05,
|
|
"grouping_time": 2.06265e-06,
|
|
"full_time": 0.000184508,
|
|
"merge_time": 2.43503e-05,
|
|
"post_time": 2.06907e-05,
|
|
"convert_time": 2.51208e-06,
|
|
"total_time": 0.000358487
|
|
}
|
|
{
|
|
"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": 0.044838,
|
|
"median": 0.040784,
|
|
"std": 0.018588,
|
|
"sem": 0.001318,
|
|
"min": 0.019529,
|
|
"max": 0.167989,
|
|
"recall-0.025": 0.035,
|
|
"recall-0.05": 0.73,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200,
|
|
"ap-0.025": 0.004774,
|
|
"ap-0.05": 0.666176,
|
|
"ap-0.1": 0.987242,
|
|
"ap-0.15": 0.99385,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"nose": {
|
|
"count": 200,
|
|
"mean": 0.050072,
|
|
"median": 0.041971,
|
|
"std": 0.036599,
|
|
"sem": 0.002594,
|
|
"min": 0.006021,
|
|
"max": 0.237814,
|
|
"recall-0.025": 0.27,
|
|
"recall-0.05": 0.64,
|
|
"recall-0.1": 0.9,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"eye_left": {
|
|
"count": 200,
|
|
"mean": 0.045977,
|
|
"median": 0.037702,
|
|
"std": 0.032723,
|
|
"sem": 0.00232,
|
|
"min": 0.001735,
|
|
"max": 0.22205,
|
|
"recall-0.025": 0.315,
|
|
"recall-0.05": 0.62,
|
|
"recall-0.1": 0.945,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"eye_right": {
|
|
"count": 200,
|
|
"mean": 0.055413,
|
|
"median": 0.046045,
|
|
"std": 0.037973,
|
|
"sem": 0.002692,
|
|
"min": 0.005974,
|
|
"max": 0.231087,
|
|
"recall-0.025": 0.205,
|
|
"recall-0.05": 0.535,
|
|
"recall-0.1": 0.885,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ear_left": {
|
|
"count": 200,
|
|
"mean": 0.034448,
|
|
"median": 0.027929,
|
|
"std": 0.025585,
|
|
"sem": 0.001814,
|
|
"min": 0.002774,
|
|
"max": 0.175033,
|
|
"recall-0.025": 0.425,
|
|
"recall-0.05": 0.81,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ear_right": {
|
|
"count": 200,
|
|
"mean": 0.042154,
|
|
"median": 0.037234,
|
|
"std": 0.026789,
|
|
"sem": 0.001899,
|
|
"min": 0.003569,
|
|
"max": 0.128822,
|
|
"recall-0.025": 0.305,
|
|
"recall-0.05": 0.66,
|
|
"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": 0.019965,
|
|
"median": 0.016956,
|
|
"std": 0.012358,
|
|
"sem": 0.000876,
|
|
"min": 0.001093,
|
|
"max": 0.096582,
|
|
"recall-0.025": 0.75,
|
|
"recall-0.05": 0.955,
|
|
"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": 0.025377,
|
|
"median": 0.022738,
|
|
"std": 0.0137,
|
|
"sem": 0.000971,
|
|
"min": 0.005568,
|
|
"max": 0.081351,
|
|
"recall-0.025": 0.55,
|
|
"recall-0.05": 0.94,
|
|
"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": 0.020435,
|
|
"median": 0.01503,
|
|
"std": 0.017694,
|
|
"sem": 0.001254,
|
|
"min": 0.002098,
|
|
"max": 0.105622,
|
|
"recall-0.025": 0.755,
|
|
"recall-0.05": 0.95,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"elbow_right": {
|
|
"count": 200,
|
|
"mean": 0.025745,
|
|
"median": 0.017063,
|
|
"std": 0.026409,
|
|
"sem": 0.001872,
|
|
"min": 0.003003,
|
|
"max": 0.210743,
|
|
"recall-0.025": 0.67,
|
|
"recall-0.05": 0.875,
|
|
"recall-0.1": 0.97,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_left": {
|
|
"count": 200,
|
|
"mean": 0.026834,
|
|
"median": 0.01996,
|
|
"std": 0.022516,
|
|
"sem": 0.001596,
|
|
"min": 0.002565,
|
|
"max": 0.159812,
|
|
"recall-0.025": 0.62,
|
|
"recall-0.05": 0.875,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_right": {
|
|
"count": 200,
|
|
"mean": 0.04048,
|
|
"median": 0.025213,
|
|
"std": 0.047971,
|
|
"sem": 0.003401,
|
|
"min": 0.003687,
|
|
"max": 0.387043,
|
|
"recall-0.025": 0.495,
|
|
"recall-0.05": 0.77,
|
|
"recall-0.1": 0.92,
|
|
"recall-0.15": 0.95,
|
|
"recall-0.25": 0.99,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_left": {
|
|
"count": 200,
|
|
"mean": 0.029736,
|
|
"median": 0.027878,
|
|
"std": 0.014366,
|
|
"sem": 0.001018,
|
|
"min": 0.002305,
|
|
"max": 0.07417,
|
|
"recall-0.025": 0.43,
|
|
"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
|
|
},
|
|
"hip_right": {
|
|
"count": 200,
|
|
"mean": 0.030418,
|
|
"median": 0.027481,
|
|
"std": 0.016356,
|
|
"sem": 0.001159,
|
|
"min": 0.005084,
|
|
"max": 0.086665,
|
|
"recall-0.025": 0.44,
|
|
"recall-0.05": 0.865,
|
|
"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": 0.020281,
|
|
"median": 0.016116,
|
|
"std": 0.019019,
|
|
"sem": 0.001348,
|
|
"min": 0.000639,
|
|
"max": 0.163942,
|
|
"recall-0.025": 0.74,
|
|
"recall-0.05": 0.965,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"knee_right": {
|
|
"count": 200,
|
|
"mean": 0.02617,
|
|
"median": 0.014386,
|
|
"std": 0.048016,
|
|
"sem": 0.003404,
|
|
"min": 0.001578,
|
|
"max": 0.36379,
|
|
"recall-0.025": 0.765,
|
|
"recall-0.05": 0.925,
|
|
"recall-0.1": 0.955,
|
|
"recall-0.15": 0.975,
|
|
"recall-0.25": 0.98,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_left": {
|
|
"count": 200,
|
|
"mean": 0.016492,
|
|
"median": 0.011613,
|
|
"std": 0.019524,
|
|
"sem": 0.001384,
|
|
"min": 0.001417,
|
|
"max": 0.138793,
|
|
"recall-0.025": 0.85,
|
|
"recall-0.05": 0.965,
|
|
"recall-0.1": 0.98,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_right": {
|
|
"count": 200,
|
|
"mean": 0.01812,
|
|
"median": 0.012932,
|
|
"std": 0.021767,
|
|
"sem": 0.001543,
|
|
"min": 0.000906,
|
|
"max": 0.172374,
|
|
"recall-0.025": 0.845,
|
|
"recall-0.05": 0.965,
|
|
"recall-0.1": 0.98,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_toe_big_left": {
|
|
"count": 200,
|
|
"mean": 0.028763,
|
|
"median": 0.021779,
|
|
"std": 0.028919,
|
|
"sem": 0.00205,
|
|
"min": 0.001255,
|
|
"max": 0.217985,
|
|
"recall-0.025": 0.59,
|
|
"recall-0.05": 0.905,
|
|
"recall-0.1": 0.965,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_toe_small_left": {
|
|
"count": 200,
|
|
"mean": 0.026618,
|
|
"median": 0.019415,
|
|
"std": 0.031,
|
|
"sem": 0.002198,
|
|
"min": 0.005568,
|
|
"max": 0.290652,
|
|
"recall-0.025": 0.68,
|
|
"recall-0.05": 0.935,
|
|
"recall-0.1": 0.965,
|
|
"recall-0.15": 0.98,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_heel_left": {
|
|
"count": 200,
|
|
"mean": 0.02462,
|
|
"median": 0.017493,
|
|
"std": 0.024547,
|
|
"sem": 0.00174,
|
|
"min": 0.002118,
|
|
"max": 0.216184,
|
|
"recall-0.025": 0.66,
|
|
"recall-0.05": 0.935,
|
|
"recall-0.1": 0.98,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_toe_big_right": {
|
|
"count": 200,
|
|
"mean": 0.032293,
|
|
"median": 0.024199,
|
|
"std": 0.032331,
|
|
"sem": 0.002292,
|
|
"min": 0.001302,
|
|
"max": 0.265529,
|
|
"recall-0.025": 0.515,
|
|
"recall-0.05": 0.865,
|
|
"recall-0.1": 0.96,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_toe_small_right": {
|
|
"count": 200,
|
|
"mean": 0.031739,
|
|
"median": 0.024149,
|
|
"std": 0.029999,
|
|
"sem": 0.002127,
|
|
"min": 0.004929,
|
|
"max": 0.221379,
|
|
"recall-0.025": 0.52,
|
|
"recall-0.05": 0.87,
|
|
"recall-0.1": 0.97,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_heel_right": {
|
|
"count": 200,
|
|
"mean": 0.023722,
|
|
"median": 0.017732,
|
|
"std": 0.020845,
|
|
"sem": 0.001478,
|
|
"min": 0.001823,
|
|
"max": 0.138114,
|
|
"recall-0.025": 0.685,
|
|
"recall-0.05": 0.92,
|
|
"recall-0.1": 0.98,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"face_jaw_right_1": {
|
|
"count": 199,
|
|
"mean": 0.089227,
|
|
"median": 0.081083,
|
|
"std": 0.040989,
|
|
"sem": 0.002913,
|
|
"min": 0.029923,
|
|
"max": 0.299271,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.095,
|
|
"recall-0.1": 0.725,
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|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_thumb_right_2": {
|
|
"count": 199,
|
|
"mean": 0.047538,
|
|
"median": 0.028031,
|
|
"std": 0.05984,
|
|
"sem": 0.004253,
|
|
"min": 0.001276,
|
|
"max": 0.411453,
|
|
"recall-0.025": 0.455,
|
|
"recall-0.05": 0.74,
|
|
"recall-0.1": 0.905,
|
|
"recall-0.15": 0.95,
|
|
"recall-0.25": 0.97,
|
|
"recall-0.5": 0.995,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_thumb_right_3": {
|
|
"count": 199,
|
|
"mean": 0.05337,
|
|
"median": 0.032449,
|
|
"std": 0.068446,
|
|
"sem": 0.004864,
|
|
"min": 0.002839,
|
|
"max": 0.446294,
|
|
"recall-0.025": 0.36,
|
|
"recall-0.05": 0.695,
|
|
"recall-0.1": 0.9,
|
|
"recall-0.15": 0.93,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.995,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_thumb_right_4": {
|
|
"count": 199,
|
|
"mean": 0.056274,
|
|
"median": 0.034584,
|
|
"std": 0.068882,
|
|
"sem": 0.004895,
|
|
"min": 0.004018,
|
|
"max": 0.394867,
|
|
"recall-0.025": 0.365,
|
|
"recall-0.05": 0.67,
|
|
"recall-0.1": 0.88,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.995,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_index_right_1": {
|
|
"count": 198,
|
|
"mean": 0.049184,
|
|
"median": 0.029056,
|
|
"std": 0.060691,
|
|
"sem": 0.004324,
|
|
"min": 0.005729,
|
|
"max": 0.399195,
|
|
"recall-0.025": 0.415,
|
|
"recall-0.05": 0.735,
|
|
"recall-0.1": 0.915,
|
|
"recall-0.15": 0.93,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_index_right_2": {
|
|
"count": 198,
|
|
"mean": 0.050045,
|
|
"median": 0.030651,
|
|
"std": 0.063641,
|
|
"sem": 0.004534,
|
|
"min": 0.005792,
|
|
"max": 0.438436,
|
|
"recall-0.025": 0.41,
|
|
"recall-0.05": 0.705,
|
|
"recall-0.1": 0.885,
|
|
"recall-0.15": 0.915,
|
|
"recall-0.25": 0.965,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_index_right_3": {
|
|
"count": 198,
|
|
"mean": 0.054778,
|
|
"median": 0.031007,
|
|
"std": 0.073728,
|
|
"sem": 0.005253,
|
|
"min": 0.00521,
|
|
"max": 0.482611,
|
|
"recall-0.025": 0.4,
|
|
"recall-0.05": 0.69,
|
|
"recall-0.1": 0.875,
|
|
"recall-0.15": 0.925,
|
|
"recall-0.25": 0.95,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_index_right_4": {
|
|
"count": 198,
|
|
"mean": 0.054083,
|
|
"median": 0.032274,
|
|
"std": 0.067793,
|
|
"sem": 0.00483,
|
|
"min": 0.005216,
|
|
"max": 0.458136,
|
|
"recall-0.025": 0.38,
|
|
"recall-0.05": 0.69,
|
|
"recall-0.1": 0.89,
|
|
"recall-0.15": 0.93,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_middle_right_1": {
|
|
"count": 197,
|
|
"mean": 0.048658,
|
|
"median": 0.02745,
|
|
"std": 0.064029,
|
|
"sem": 0.004573,
|
|
"min": 0.001646,
|
|
"max": 0.413034,
|
|
"recall-0.025": 0.46,
|
|
"recall-0.05": 0.77,
|
|
"recall-0.1": 0.905,
|
|
"recall-0.15": 0.915,
|
|
"recall-0.25": 0.95,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_middle_right_2": {
|
|
"count": 198,
|
|
"mean": 0.048913,
|
|
"median": 0.026676,
|
|
"std": 0.071395,
|
|
"sem": 0.005087,
|
|
"min": 0.001558,
|
|
"max": 0.444295,
|
|
"recall-0.025": 0.465,
|
|
"recall-0.05": 0.745,
|
|
"recall-0.1": 0.89,
|
|
"recall-0.15": 0.925,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_middle_right_3": {
|
|
"count": 198,
|
|
"mean": 0.052362,
|
|
"median": 0.028366,
|
|
"std": 0.073613,
|
|
"sem": 0.005245,
|
|
"min": 0.00155,
|
|
"max": 0.481599,
|
|
"recall-0.025": 0.475,
|
|
"recall-0.05": 0.705,
|
|
"recall-0.1": 0.88,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_middle_right_4": {
|
|
"count": 198,
|
|
"mean": 0.051652,
|
|
"median": 0.029784,
|
|
"std": 0.062988,
|
|
"sem": 0.004488,
|
|
"min": 0.003066,
|
|
"max": 0.412857,
|
|
"recall-0.025": 0.395,
|
|
"recall-0.05": 0.695,
|
|
"recall-0.1": 0.875,
|
|
"recall-0.15": 0.93,
|
|
"recall-0.25": 0.97,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_1": {
|
|
"count": 198,
|
|
"mean": 0.049393,
|
|
"median": 0.02769,
|
|
"std": 0.066966,
|
|
"sem": 0.004771,
|
|
"min": 0.003149,
|
|
"max": 0.442258,
|
|
"recall-0.025": 0.435,
|
|
"recall-0.05": 0.735,
|
|
"recall-0.1": 0.89,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_2": {
|
|
"count": 197,
|
|
"mean": 0.044908,
|
|
"median": 0.026217,
|
|
"std": 0.060644,
|
|
"sem": 0.004332,
|
|
"min": 0.001657,
|
|
"max": 0.445464,
|
|
"recall-0.025": 0.475,
|
|
"recall-0.05": 0.75,
|
|
"recall-0.1": 0.91,
|
|
"recall-0.15": 0.935,
|
|
"recall-0.25": 0.965,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_3": {
|
|
"count": 199,
|
|
"mean": 0.053045,
|
|
"median": 0.027672,
|
|
"std": 0.076024,
|
|
"sem": 0.005403,
|
|
"min": 0.001903,
|
|
"max": 0.477048,
|
|
"recall-0.025": 0.445,
|
|
"recall-0.05": 0.69,
|
|
"recall-0.1": 0.88,
|
|
"recall-0.15": 0.93,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.995,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_4": {
|
|
"count": 198,
|
|
"mean": 0.054268,
|
|
"median": 0.031285,
|
|
"std": 0.064668,
|
|
"sem": 0.004607,
|
|
"min": 0.004771,
|
|
"max": 0.439776,
|
|
"recall-0.025": 0.365,
|
|
"recall-0.05": 0.66,
|
|
"recall-0.1": 0.86,
|
|
"recall-0.15": 0.93,
|
|
"recall-0.25": 0.97,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_1": {
|
|
"count": 200,
|
|
"mean": 0.049751,
|
|
"median": 0.029463,
|
|
"std": 0.067637,
|
|
"sem": 0.004795,
|
|
"min": 0.002857,
|
|
"max": 0.485426,
|
|
"recall-0.025": 0.42,
|
|
"recall-0.05": 0.725,
|
|
"recall-0.1": 0.925,
|
|
"recall-0.15": 0.945,
|
|
"recall-0.25": 0.97,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_2": {
|
|
"count": 198,
|
|
"mean": 0.048449,
|
|
"median": 0.030103,
|
|
"std": 0.061674,
|
|
"sem": 0.004394,
|
|
"min": 0.003318,
|
|
"max": 0.459782,
|
|
"recall-0.025": 0.395,
|
|
"recall-0.05": 0.7,
|
|
"recall-0.1": 0.905,
|
|
"recall-0.15": 0.94,
|
|
"recall-0.25": 0.975,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_3": {
|
|
"count": 199,
|
|
"mean": 0.049038,
|
|
"median": 0.029179,
|
|
"std": 0.065335,
|
|
"sem": 0.004643,
|
|
"min": 0.002392,
|
|
"max": 0.49543,
|
|
"recall-0.025": 0.42,
|
|
"recall-0.05": 0.705,
|
|
"recall-0.1": 0.9,
|
|
"recall-0.15": 0.945,
|
|
"recall-0.25": 0.975,
|
|
"recall-0.5": 0.995,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_4": {
|
|
"count": 198,
|
|
"mean": 0.04916,
|
|
"median": 0.033285,
|
|
"std": 0.054523,
|
|
"sem": 0.003885,
|
|
"min": 0.001824,
|
|
"max": 0.455403,
|
|
"recall-0.025": 0.41,
|
|
"recall-0.05": 0.68,
|
|
"recall-0.1": 0.905,
|
|
"recall-0.15": 0.945,
|
|
"recall-0.25": 0.975,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hip_middle": {
|
|
"count": 200,
|
|
"mean": 0.028916,
|
|
"median": 0.025605,
|
|
"std": 0.01488,
|
|
"sem": 0.001055,
|
|
"min": 0.003382,
|
|
"max": 0.073481,
|
|
"recall-0.025": 0.48,
|
|
"recall-0.05": 0.875,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_middle": {
|
|
"count": 200,
|
|
"mean": 0.018903,
|
|
"median": 0.017174,
|
|
"std": 0.009283,
|
|
"sem": 0.000658,
|
|
"min": 0.002098,
|
|
"max": 0.053414,
|
|
"recall-0.025": 0.765,
|
|
"recall-0.05": 0.995,
|
|
"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": 0.031324,
|
|
"median": 0.02795,
|
|
"std": 0.019305,
|
|
"sem": 0.001369,
|
|
"min": 0.002201,
|
|
"max": 0.112446,
|
|
"recall-0.025": 0.455,
|
|
"recall-0.05": 0.85,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"body_errors": {
|
|
"body": {
|
|
"count": 5200,
|
|
"mean": 0.029808,
|
|
"median": 0.023605,
|
|
"std": 0.025018,
|
|
"sem": 0.001774,
|
|
"min": 0.002873,
|
|
"max": 0.17788,
|
|
"num_labels": 5200
|
|
},
|
|
"face": {
|
|
"count": 13598,
|
|
"mean": 0.047862,
|
|
"median": 0.039503,
|
|
"std": 0.031829,
|
|
"sem": 0.002256,
|
|
"min": 0.00546,
|
|
"max": 0.206629,
|
|
"num_labels": 13600
|
|
},
|
|
"hand": {
|
|
"count": 8366,
|
|
"mean": 0.046492,
|
|
"median": 0.027012,
|
|
"std": 0.058683,
|
|
"sem": 0.004169,
|
|
"min": 0.002928,
|
|
"max": 0.398992,
|
|
"num_labels": 8400
|
|
}
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 27200,
|
|
"recall-0.025": 0.4025,
|
|
"recall-0.05": 0.71261,
|
|
"recall-0.1": 0.92121,
|
|
"recall-0.15": 0.96949,
|
|
"recall-0.25": 0.99151,
|
|
"recall-0.5": 0.99868
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 2800,
|
|
"correct_parts": 2791,
|
|
"pcp": 0.996786
|
|
}
|
|
```
|
|
|
|
### EgoHumans
|
|
|
|
##### tagging
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.306702,
|
|
"demosaicing": 0.01125,
|
|
"avg_time_2d": 0.0274249,
|
|
"avg_time_3d": 0.00065878,
|
|
"fps": 25.4235
|
|
}
|
|
{
|
|
"triangulator_calls": 100,
|
|
"init_time": 2.24693e-05,
|
|
"undistort_time": 4.82301e-05,
|
|
"project_time": 4.39007e-05,
|
|
"match_time": 3.23462e-05,
|
|
"pairs_time": 6.98615e-05,
|
|
"pair_scoring_time": 0.000163261,
|
|
"grouping_time": 2.92426e-05,
|
|
"full_time": 0.000154542,
|
|
"merge_time": 2.25408e-05,
|
|
"post_time": 1.58481e-05,
|
|
"convert_time": 9.0368e-07,
|
|
"total_time": 0.000603475
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 100,
|
|
"total_labels": 400,
|
|
"total_preds": 437,
|
|
"considered_empty": 0,
|
|
"valid_preds": 383,
|
|
"invalid_preds": 54,
|
|
"missing": 17,
|
|
"invalid_fraction": 0.12357,
|
|
"precision": 0.87643,
|
|
"recall": 0.9575,
|
|
"f1": 0.91517,
|
|
"non_empty": 437
|
|
},
|
|
"mpjpe": {
|
|
"count": 383,
|
|
"mean": 0.044791,
|
|
"median": 0.032128,
|
|
"std": 0.040126,
|
|
"sem": 0.002053,
|
|
"min": 0.014962,
|
|
"max": 0.49254,
|
|
"recall-0.025": 0.21,
|
|
"recall-0.05": 0.755,
|
|
"recall-0.1": 0.8925,
|
|
"recall-0.15": 0.925,
|
|
"recall-0.25": 0.955,
|
|
"recall-0.5": 0.9575,
|
|
"num_labels": 400,
|
|
"ap-0.025": 0.054256,
|
|
"ap-0.05": 0.684487,
|
|
"ap-0.1": 0.87328,
|
|
"ap-0.15": 0.910788,
|
|
"ap-0.25": 0.942898,
|
|
"ap-0.5": 0.945719
|
|
},
|
|
"head": {
|
|
"count": 383,
|
|
"mean": 0.046746,
|
|
"median": 0.038985,
|
|
"std": 0.043825,
|
|
"sem": 0.002242,
|
|
"min": 0.004429,
|
|
"max": 0.496854,
|
|
"recall-0.025": 0.2175,
|
|
"recall-0.05": 0.665,
|
|
"recall-0.1": 0.9175,
|
|
"recall-0.15": 0.9375,
|
|
"recall-0.25": 0.9475,
|
|
"recall-0.5": 0.9575,
|
|
"num_labels": 400
|
|
},
|
|
"shoulder_left": {
|
|
"count": 382,
|
|
"mean": 0.038801,
|
|
"median": 0.031603,
|
|
"std": 0.036379,
|
|
"sem": 0.001864,
|
|
"min": 0.005234,
|
|
"max": 0.491978,
|
|
"recall-0.025": 0.3225,
|
|
"recall-0.05": 0.74,
|
|
"recall-0.1": 0.925,
|
|
"recall-0.15": 0.95,
|
|
"recall-0.25": 0.95,
|
|
"recall-0.5": 0.955,
|
|
"num_labels": 400
|
|
},
|
|
"shoulder_right": {
|
|
"count": 382,
|
|
"mean": 0.038991,
|
|
"median": 0.03225,
|
|
"std": 0.032663,
|
|
"sem": 0.001673,
|
|
"min": 0.003622,
|
|
"max": 0.353912,
|
|
"recall-0.025": 0.275,
|
|
"recall-0.05": 0.7925,
|
|
"recall-0.1": 0.9275,
|
|
"recall-0.15": 0.9375,
|
|
"recall-0.25": 0.9525,
|
|
"recall-0.5": 0.955,
|
|
"num_labels": 400
|
|
},
|
|
"elbow_left": {
|
|
"count": 382,
|
|
"mean": 0.028906,
|
|
"median": 0.024467,
|
|
"std": 0.022054,
|
|
"sem": 0.00113,
|
|
"min": 0.003534,
|
|
"max": 0.178979,
|
|
"recall-0.025": 0.495,
|
|
"recall-0.05": 0.8775,
|
|
"recall-0.1": 0.9375,
|
|
"recall-0.15": 0.945,
|
|
"recall-0.25": 0.955,
|
|
"recall-0.5": 0.955,
|
|
"num_labels": 400
|
|
},
|
|
"elbow_right": {
|
|
"count": 382,
|
|
"mean": 0.037891,
|
|
"median": 0.029732,
|
|
"std": 0.034808,
|
|
"sem": 0.001783,
|
|
"min": 0.004949,
|
|
"max": 0.365058,
|
|
"recall-0.025": 0.3575,
|
|
"recall-0.05": 0.7925,
|
|
"recall-0.1": 0.92,
|
|
"recall-0.15": 0.94,
|
|
"recall-0.25": 0.95,
|
|
"recall-0.5": 0.955,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_left": {
|
|
"count": 383,
|
|
"mean": 0.037343,
|
|
"median": 0.027031,
|
|
"std": 0.04363,
|
|
"sem": 0.002232,
|
|
"min": 0.001687,
|
|
"max": 0.459502,
|
|
"recall-0.025": 0.435,
|
|
"recall-0.05": 0.8075,
|
|
"recall-0.1": 0.9125,
|
|
"recall-0.15": 0.935,
|
|
"recall-0.25": 0.945,
|
|
"recall-0.5": 0.9575,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_right": {
|
|
"count": 380,
|
|
"mean": 0.038839,
|
|
"median": 0.026374,
|
|
"std": 0.040428,
|
|
"sem": 0.002077,
|
|
"min": 0.001539,
|
|
"max": 0.262235,
|
|
"recall-0.025": 0.4475,
|
|
"recall-0.05": 0.7525,
|
|
"recall-0.1": 0.885,
|
|
"recall-0.15": 0.925,
|
|
"recall-0.25": 0.9425,
|
|
"recall-0.5": 0.95,
|
|
"num_labels": 400
|
|
},
|
|
"hip_left": {
|
|
"count": 382,
|
|
"mean": 0.048095,
|
|
"median": 0.039659,
|
|
"std": 0.035112,
|
|
"sem": 0.001799,
|
|
"min": 0.004834,
|
|
"max": 0.345707,
|
|
"recall-0.025": 0.2425,
|
|
"recall-0.05": 0.6275,
|
|
"recall-0.1": 0.9025,
|
|
"recall-0.15": 0.94,
|
|
"recall-0.25": 0.95,
|
|
"recall-0.5": 0.955,
|
|
"num_labels": 400
|
|
},
|
|
"hip_right": {
|
|
"count": 383,
|
|
"mean": 0.049987,
|
|
"median": 0.038725,
|
|
"std": 0.039014,
|
|
"sem": 0.001996,
|
|
"min": 0.002488,
|
|
"max": 0.247876,
|
|
"recall-0.025": 0.2325,
|
|
"recall-0.05": 0.6225,
|
|
"recall-0.1": 0.855,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.9575,
|
|
"recall-0.5": 0.9575,
|
|
"num_labels": 400
|
|
},
|
|
"knee_left": {
|
|
"count": 380,
|
|
"mean": 0.035954,
|
|
"median": 0.024858,
|
|
"std": 0.048694,
|
|
"sem": 0.002501,
|
|
"min": 0.003168,
|
|
"max": 0.470723,
|
|
"recall-0.025": 0.48,
|
|
"recall-0.05": 0.835,
|
|
"recall-0.1": 0.9125,
|
|
"recall-0.15": 0.9225,
|
|
"recall-0.25": 0.9275,
|
|
"recall-0.5": 0.95,
|
|
"num_labels": 400
|
|
},
|
|
"knee_right": {
|
|
"count": 380,
|
|
"mean": 0.040955,
|
|
"median": 0.024952,
|
|
"std": 0.070213,
|
|
"sem": 0.003607,
|
|
"min": 0.002593,
|
|
"max": 0.472539,
|
|
"recall-0.025": 0.4775,
|
|
"recall-0.05": 0.825,
|
|
"recall-0.1": 0.905,
|
|
"recall-0.15": 0.9175,
|
|
"recall-0.25": 0.92,
|
|
"recall-0.5": 0.95,
|
|
"num_labels": 400
|
|
},
|
|
"ankle_left": {
|
|
"count": 379,
|
|
"mean": 0.035098,
|
|
"median": 0.025463,
|
|
"std": 0.044838,
|
|
"sem": 0.002306,
|
|
"min": 0.002248,
|
|
"max": 0.447605,
|
|
"recall-0.025": 0.455,
|
|
"recall-0.05": 0.8025,
|
|
"recall-0.1": 0.9125,
|
|
"recall-0.15": 0.9325,
|
|
"recall-0.25": 0.9375,
|
|
"recall-0.5": 0.9475,
|
|
"num_labels": 400
|
|
},
|
|
"ankle_right": {
|
|
"count": 365,
|
|
"mean": 0.044666,
|
|
"median": 0.028367,
|
|
"std": 0.048147,
|
|
"sem": 0.002524,
|
|
"min": 0.002424,
|
|
"max": 0.430254,
|
|
"recall-0.025": 0.3925,
|
|
"recall-0.05": 0.66,
|
|
"recall-0.1": 0.8325,
|
|
"recall-0.15": 0.8825,
|
|
"recall-0.25": 0.905,
|
|
"recall-0.5": 0.9125,
|
|
"num_labels": 400
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 5200,
|
|
"recall-0.025": 0.37154,
|
|
"recall-0.05": 0.75365,
|
|
"recall-0.1": 0.90346,
|
|
"recall-0.15": 0.92962,
|
|
"recall-0.25": 0.94154,
|
|
"recall-0.5": 0.95058
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5600,
|
|
"correct_parts": 5225,
|
|
"pcp": 0.933036
|
|
}
|
|
```
|
|
|
|
##### legoassemble
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.287326,
|
|
"demosaicing": 0.0112221,
|
|
"avg_time_2d": 0.0240407,
|
|
"avg_time_3d": 0.00023535,
|
|
"fps": 28.1705
|
|
}
|
|
{
|
|
"triangulator_calls": 121,
|
|
"init_time": 2.2796e-06,
|
|
"undistort_time": 2.07935e-05,
|
|
"project_time": 3.8538e-06,
|
|
"match_time": 1.31121e-05,
|
|
"pairs_time": 9.31819e-06,
|
|
"pair_scoring_time": 6.0523e-05,
|
|
"grouping_time": 1.10819e-05,
|
|
"full_time": 7.05671e-05,
|
|
"merge_time": 2.99701e-05,
|
|
"post_time": 7.38921e-06,
|
|
"convert_time": 1.13331e-07,
|
|
"total_time": 0.000229241
|
|
}
|
|
{
|
|
"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": 0.025723,
|
|
"median": 0.024899,
|
|
"std": 0.00724,
|
|
"sem": 0.000381,
|
|
"min": 0.011774,
|
|
"max": 0.052562,
|
|
"recall-0.025": 0.504132,
|
|
"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": 0.274693,
|
|
"ap-0.05": 0.996479,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 363,
|
|
"mean": 0.02732,
|
|
"median": 0.022736,
|
|
"std": 0.016828,
|
|
"sem": 0.000884,
|
|
"min": 0.00115,
|
|
"max": 0.085467,
|
|
"recall-0.025": 0.573003,
|
|
"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": 0.027043,
|
|
"median": 0.021957,
|
|
"std": 0.020841,
|
|
"sem": 0.001095,
|
|
"min": 0.002793,
|
|
"max": 0.149897,
|
|
"recall-0.025": 0.589532,
|
|
"recall-0.05": 0.887052,
|
|
"recall-0.1": 0.986226,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"shoulder_right": {
|
|
"count": 363,
|
|
"mean": 0.022955,
|
|
"median": 0.020511,
|
|
"std": 0.012805,
|
|
"sem": 0.000673,
|
|
"min": 0.003064,
|
|
"max": 0.101875,
|
|
"recall-0.025": 0.628099,
|
|
"recall-0.05": 0.961433,
|
|
"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": 0.02252,
|
|
"median": 0.019538,
|
|
"std": 0.015672,
|
|
"sem": 0.000824,
|
|
"min": 0.001254,
|
|
"max": 0.207405,
|
|
"recall-0.025": 0.680441,
|
|
"recall-0.05": 0.961433,
|
|
"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": 0.018549,
|
|
"median": 0.016702,
|
|
"std": 0.010286,
|
|
"sem": 0.000541,
|
|
"min": 0.002522,
|
|
"max": 0.082821,
|
|
"recall-0.025": 0.807163,
|
|
"recall-0.05": 0.991736,
|
|
"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": 0.023641,
|
|
"median": 0.018944,
|
|
"std": 0.018362,
|
|
"sem": 0.000965,
|
|
"min": 0.002721,
|
|
"max": 0.199952,
|
|
"recall-0.025": 0.688705,
|
|
"recall-0.05": 0.928375,
|
|
"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": 0.019745,
|
|
"median": 0.017758,
|
|
"std": 0.011172,
|
|
"sem": 0.000587,
|
|
"min": 0.001634,
|
|
"max": 0.076393,
|
|
"recall-0.025": 0.760331,
|
|
"recall-0.05": 0.975207,
|
|
"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": 0.03119,
|
|
"median": 0.026563,
|
|
"std": 0.017008,
|
|
"sem": 0.000894,
|
|
"min": 0.005051,
|
|
"max": 0.116967,
|
|
"recall-0.025": 0.438017,
|
|
"recall-0.05": 0.848485,
|
|
"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": 0.03118,
|
|
"median": 0.028448,
|
|
"std": 0.01705,
|
|
"sem": 0.000896,
|
|
"min": 0.003029,
|
|
"max": 0.138279,
|
|
"recall-0.025": 0.371901,
|
|
"recall-0.05": 0.900826,
|
|
"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": 0.028395,
|
|
"median": 0.020711,
|
|
"std": 0.02313,
|
|
"sem": 0.001216,
|
|
"min": 0.001921,
|
|
"max": 0.12193,
|
|
"recall-0.025": 0.633609,
|
|
"recall-0.05": 0.856749,
|
|
"recall-0.1": 0.977961,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"knee_right": {
|
|
"count": 363,
|
|
"mean": 0.023775,
|
|
"median": 0.020622,
|
|
"std": 0.013654,
|
|
"sem": 0.000718,
|
|
"min": 0.002869,
|
|
"max": 0.067651,
|
|
"recall-0.025": 0.592287,
|
|
"recall-0.05": 0.939394,
|
|
"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": 0.028379,
|
|
"median": 0.022211,
|
|
"std": 0.022536,
|
|
"sem": 0.001184,
|
|
"min": 0.002738,
|
|
"max": 0.179868,
|
|
"recall-0.025": 0.570248,
|
|
"recall-0.05": 0.895317,
|
|
"recall-0.1": 0.980716,
|
|
"recall-0.15": 0.99449,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"ankle_right": {
|
|
"count": 363,
|
|
"mean": 0.029711,
|
|
"median": 0.022134,
|
|
"std": 0.026933,
|
|
"sem": 0.001416,
|
|
"min": 0.003345,
|
|
"max": 0.265506,
|
|
"recall-0.025": 0.573003,
|
|
"recall-0.05": 0.865014,
|
|
"recall-0.1": 0.969697,
|
|
"recall-0.15": 0.99449,
|
|
"recall-0.25": 0.997245,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4719,
|
|
"recall-0.025": 0.60776,
|
|
"recall-0.05": 0.91524,
|
|
"recall-0.1": 0.99046,
|
|
"recall-0.15": 0.99788,
|
|
"recall-0.25": 0.99958,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5082,
|
|
"correct_parts": 5081,
|
|
"pcp": 0.999803
|
|
}
|
|
```
|
|
|
|
##### fencing
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.299649,
|
|
"demosaicing": 0.0125556,
|
|
"avg_time_2d": 0.0290218,
|
|
"avg_time_3d": 0.000953567,
|
|
"fps": 23.5123
|
|
}
|
|
{
|
|
"triangulator_calls": 166,
|
|
"init_time": 2.44989e-05,
|
|
"undistort_time": 5.56965e-05,
|
|
"project_time": 5.28658e-05,
|
|
"match_time": 3.57863e-05,
|
|
"pairs_time": 9.1237e-05,
|
|
"pair_scoring_time": 0.000282978,
|
|
"grouping_time": 4.58324e-05,
|
|
"full_time": 0.00025868,
|
|
"merge_time": 2.57438e-05,
|
|
"post_time": 1.42274e-05,
|
|
"convert_time": 8.46741e-07,
|
|
"total_time": 0.000888732
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 166,
|
|
"total_labels": 332,
|
|
"total_preds": 663,
|
|
"considered_empty": 0,
|
|
"valid_preds": 332,
|
|
"invalid_preds": 331,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.49925,
|
|
"precision": 0.50075,
|
|
"recall": 1.0,
|
|
"f1": 0.66734,
|
|
"non_empty": 663
|
|
},
|
|
"mpjpe": {
|
|
"count": 332,
|
|
"mean": 0.024417,
|
|
"median": 0.021317,
|
|
"std": 0.008581,
|
|
"sem": 0.000472,
|
|
"min": 0.010538,
|
|
"max": 0.054499,
|
|
"recall-0.025": 0.638554,
|
|
"recall-0.05": 0.98494,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332,
|
|
"ap-0.025": 0.347021,
|
|
"ap-0.05": 0.630871,
|
|
"ap-0.1": 0.658056,
|
|
"ap-0.15": 0.658056,
|
|
"ap-0.25": 0.658056,
|
|
"ap-0.5": 0.658056
|
|
},
|
|
"head": {
|
|
"count": 332,
|
|
"mean": 0.04037,
|
|
"median": 0.040174,
|
|
"std": 0.020337,
|
|
"sem": 0.001118,
|
|
"min": 0.003075,
|
|
"max": 0.111875,
|
|
"recall-0.025": 0.286145,
|
|
"recall-0.05": 0.671687,
|
|
"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": 0.023607,
|
|
"median": 0.020341,
|
|
"std": 0.013247,
|
|
"sem": 0.000728,
|
|
"min": 0.000947,
|
|
"max": 0.084835,
|
|
"recall-0.025": 0.689759,
|
|
"recall-0.05": 0.951807,
|
|
"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": 0.028416,
|
|
"median": 0.020283,
|
|
"std": 0.022937,
|
|
"sem": 0.001261,
|
|
"min": 0.001403,
|
|
"max": 0.154435,
|
|
"recall-0.025": 0.635542,
|
|
"recall-0.05": 0.86747,
|
|
"recall-0.1": 0.98494,
|
|
"recall-0.15": 0.996988,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"elbow_left": {
|
|
"count": 332,
|
|
"mean": 0.019441,
|
|
"median": 0.016736,
|
|
"std": 0.010921,
|
|
"sem": 0.0006,
|
|
"min": 0.003293,
|
|
"max": 0.076052,
|
|
"recall-0.025": 0.759036,
|
|
"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": 0.023347,
|
|
"median": 0.019028,
|
|
"std": 0.016086,
|
|
"sem": 0.000884,
|
|
"min": 0.001905,
|
|
"max": 0.116212,
|
|
"recall-0.025": 0.689759,
|
|
"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": 0.02016,
|
|
"median": 0.013498,
|
|
"std": 0.019911,
|
|
"sem": 0.001094,
|
|
"min": 0.001101,
|
|
"max": 0.132356,
|
|
"recall-0.025": 0.762048,
|
|
"recall-0.05": 0.924699,
|
|
"recall-0.1": 0.981928,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"wrist_right": {
|
|
"count": 332,
|
|
"mean": 0.027974,
|
|
"median": 0.020754,
|
|
"std": 0.021402,
|
|
"sem": 0.001176,
|
|
"min": 0.002506,
|
|
"max": 0.177327,
|
|
"recall-0.025": 0.590361,
|
|
"recall-0.05": 0.870482,
|
|
"recall-0.1": 0.987952,
|
|
"recall-0.15": 0.996988,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"hip_left": {
|
|
"count": 332,
|
|
"mean": 0.028931,
|
|
"median": 0.024624,
|
|
"std": 0.017001,
|
|
"sem": 0.000934,
|
|
"min": 0.003752,
|
|
"max": 0.11626,
|
|
"recall-0.025": 0.518072,
|
|
"recall-0.05": 0.891566,
|
|
"recall-0.1": 0.993976,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"hip_right": {
|
|
"count": 332,
|
|
"mean": 0.029224,
|
|
"median": 0.026467,
|
|
"std": 0.016029,
|
|
"sem": 0.000881,
|
|
"min": 0.001866,
|
|
"max": 0.114367,
|
|
"recall-0.025": 0.448795,
|
|
"recall-0.05": 0.930723,
|
|
"recall-0.1": 0.990964,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"knee_left": {
|
|
"count": 332,
|
|
"mean": 0.020704,
|
|
"median": 0.01506,
|
|
"std": 0.015583,
|
|
"sem": 0.000857,
|
|
"min": 0.000971,
|
|
"max": 0.100808,
|
|
"recall-0.025": 0.746988,
|
|
"recall-0.05": 0.927711,
|
|
"recall-0.1": 0.996988,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"knee_right": {
|
|
"count": 332,
|
|
"mean": 0.01916,
|
|
"median": 0.013543,
|
|
"std": 0.015845,
|
|
"sem": 0.000871,
|
|
"min": 0.00184,
|
|
"max": 0.104666,
|
|
"recall-0.025": 0.753012,
|
|
"recall-0.05": 0.948795,
|
|
"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": 0.013709,
|
|
"median": 0.011108,
|
|
"std": 0.009631,
|
|
"sem": 0.000529,
|
|
"min": 0.001477,
|
|
"max": 0.05821,
|
|
"recall-0.025": 0.888554,
|
|
"recall-0.05": 0.993976,
|
|
"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": 0.022383,
|
|
"median": 0.02023,
|
|
"std": 0.013429,
|
|
"sem": 0.000738,
|
|
"min": 0.001476,
|
|
"max": 0.107106,
|
|
"recall-0.025": 0.774096,
|
|
"recall-0.05": 0.960843,
|
|
"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": 0.65454,
|
|
"recall-0.05": 0.9101,
|
|
"recall-0.1": 0.99398,
|
|
"recall-0.15": 0.99954,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4648,
|
|
"correct_parts": 4648,
|
|
"pcp": 1.0
|
|
}
|
|
```
|
|
|
|
##### basketball
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.300051,
|
|
"demosaicing": 0.0112201,
|
|
"avg_time_2d": 0.0282124,
|
|
"avg_time_3d": 0.000934003,
|
|
"fps": 24.7731
|
|
}
|
|
{
|
|
"triangulator_calls": 110,
|
|
"init_time": 1.80607e-05,
|
|
"undistort_time": 5.25656e-05,
|
|
"project_time": 7.37899e-05,
|
|
"match_time": 3.62453e-05,
|
|
"pairs_time": 9.24117e-05,
|
|
"pair_scoring_time": 0.000249979,
|
|
"grouping_time": 7.02328e-05,
|
|
"full_time": 0.000237396,
|
|
"merge_time": 5.63023e-05,
|
|
"post_time": 1.70248e-05,
|
|
"convert_time": 1.14466e-06,
|
|
"total_time": 0.000905509
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 110,
|
|
"total_labels": 330,
|
|
"total_preds": 459,
|
|
"considered_empty": 0,
|
|
"valid_preds": 330,
|
|
"invalid_preds": 129,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.28105,
|
|
"precision": 0.71895,
|
|
"recall": 1.0,
|
|
"f1": 0.8365,
|
|
"non_empty": 459
|
|
},
|
|
"mpjpe": {
|
|
"count": 330,
|
|
"mean": 0.041476,
|
|
"median": 0.036841,
|
|
"std": 0.015753,
|
|
"sem": 0.000869,
|
|
"min": 0.018151,
|
|
"max": 0.105601,
|
|
"recall-0.025": 0.087879,
|
|
"recall-0.05": 0.742424,
|
|
"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": 0.01454,
|
|
"ap-0.05": 0.47333,
|
|
"ap-0.1": 0.727418,
|
|
"ap-0.15": 0.731694,
|
|
"ap-0.25": 0.731694,
|
|
"ap-0.5": 0.731694
|
|
},
|
|
"head": {
|
|
"count": 330,
|
|
"mean": 0.048873,
|
|
"median": 0.042446,
|
|
"std": 0.026197,
|
|
"sem": 0.001444,
|
|
"min": 0.009173,
|
|
"max": 0.149923,
|
|
"recall-0.025": 0.151515,
|
|
"recall-0.05": 0.615152,
|
|
"recall-0.1": 0.939394,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"shoulder_left": {
|
|
"count": 330,
|
|
"mean": 0.046569,
|
|
"median": 0.043024,
|
|
"std": 0.024992,
|
|
"sem": 0.001378,
|
|
"min": 0.004952,
|
|
"max": 0.163803,
|
|
"recall-0.025": 0.166667,
|
|
"recall-0.05": 0.633333,
|
|
"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": 0.042449,
|
|
"median": 0.038086,
|
|
"std": 0.02364,
|
|
"sem": 0.001303,
|
|
"min": 0.004333,
|
|
"max": 0.121127,
|
|
"recall-0.025": 0.233333,
|
|
"recall-0.05": 0.739394,
|
|
"recall-0.1": 0.957576,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"elbow_left": {
|
|
"count": 330,
|
|
"mean": 0.046191,
|
|
"median": 0.039847,
|
|
"std": 0.028706,
|
|
"sem": 0.001583,
|
|
"min": 0.003574,
|
|
"max": 0.172573,
|
|
"recall-0.025": 0.233333,
|
|
"recall-0.05": 0.642424,
|
|
"recall-0.1": 0.936364,
|
|
"recall-0.15": 0.993939,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"elbow_right": {
|
|
"count": 330,
|
|
"mean": 0.043431,
|
|
"median": 0.037068,
|
|
"std": 0.028903,
|
|
"sem": 0.001593,
|
|
"min": 0.0023,
|
|
"max": 0.253243,
|
|
"recall-0.025": 0.269697,
|
|
"recall-0.05": 0.69697,
|
|
"recall-0.1": 0.957576,
|
|
"recall-0.15": 0.990909,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"wrist_left": {
|
|
"count": 330,
|
|
"mean": 0.049319,
|
|
"median": 0.040108,
|
|
"std": 0.040802,
|
|
"sem": 0.002249,
|
|
"min": 0.004113,
|
|
"max": 0.39348,
|
|
"recall-0.025": 0.212121,
|
|
"recall-0.05": 0.621212,
|
|
"recall-0.1": 0.933333,
|
|
"recall-0.15": 0.978788,
|
|
"recall-0.25": 0.993939,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"wrist_right": {
|
|
"count": 330,
|
|
"mean": 0.049586,
|
|
"median": 0.041484,
|
|
"std": 0.032178,
|
|
"sem": 0.001774,
|
|
"min": 0.006287,
|
|
"max": 0.242746,
|
|
"recall-0.025": 0.193939,
|
|
"recall-0.05": 0.642424,
|
|
"recall-0.1": 0.930303,
|
|
"recall-0.15": 0.990909,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"hip_left": {
|
|
"count": 330,
|
|
"mean": 0.042796,
|
|
"median": 0.038979,
|
|
"std": 0.022721,
|
|
"sem": 0.001253,
|
|
"min": 0.004039,
|
|
"max": 0.143194,
|
|
"recall-0.025": 0.227273,
|
|
"recall-0.05": 0.687879,
|
|
"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": 0.041115,
|
|
"median": 0.03776,
|
|
"std": 0.022653,
|
|
"sem": 0.001249,
|
|
"min": 0.002049,
|
|
"max": 0.143942,
|
|
"recall-0.025": 0.269697,
|
|
"recall-0.05": 0.669697,
|
|
"recall-0.1": 0.978788,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"knee_left": {
|
|
"count": 330,
|
|
"mean": 0.03333,
|
|
"median": 0.029671,
|
|
"std": 0.020128,
|
|
"sem": 0.00111,
|
|
"min": 0.002201,
|
|
"max": 0.117101,
|
|
"recall-0.025": 0.409091,
|
|
"recall-0.05": 0.815152,
|
|
"recall-0.1": 0.984848,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"knee_right": {
|
|
"count": 330,
|
|
"mean": 0.03408,
|
|
"median": 0.028812,
|
|
"std": 0.020744,
|
|
"sem": 0.001144,
|
|
"min": 0.000919,
|
|
"max": 0.142352,
|
|
"recall-0.025": 0.409091,
|
|
"recall-0.05": 0.79697,
|
|
"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": 0.031398,
|
|
"median": 0.025119,
|
|
"std": 0.023659,
|
|
"sem": 0.001304,
|
|
"min": 0.002151,
|
|
"max": 0.165744,
|
|
"recall-0.025": 0.49697,
|
|
"recall-0.05": 0.836364,
|
|
"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": 0.030053,
|
|
"median": 0.025511,
|
|
"std": 0.019331,
|
|
"sem": 0.001066,
|
|
"min": 0.001198,
|
|
"max": 0.121823,
|
|
"recall-0.025": 0.49697,
|
|
"recall-0.05": 0.860606,
|
|
"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": 0.28881,
|
|
"recall-0.05": 0.71096,
|
|
"recall-0.1": 0.96177,
|
|
"recall-0.15": 0.99534,
|
|
"recall-0.25": 0.99907,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4620,
|
|
"correct_parts": 4599,
|
|
"pcp": 0.995455
|
|
}
|
|
```
|
|
|
|
##### volleyball
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.443117,
|
|
"demosaicing": 0.0180134,
|
|
"avg_time_2d": 0.0514391,
|
|
"avg_time_3d": 0.00252913,
|
|
"fps": 13.8924
|
|
}
|
|
{
|
|
"triangulator_calls": 121,
|
|
"init_time": 4.44699e-05,
|
|
"undistort_time": 0.000189134,
|
|
"project_time": 0.000140004,
|
|
"match_time": 5.36351e-05,
|
|
"pairs_time": 0.000396272,
|
|
"pair_scoring_time": 0.000600226,
|
|
"grouping_time": 0.000437351,
|
|
"full_time": 0.000550746,
|
|
"merge_time": 0.000139814,
|
|
"post_time": 1.61859e-05,
|
|
"convert_time": 9.69785e-07,
|
|
"total_time": 0.00256909
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 121,
|
|
"total_labels": 484,
|
|
"total_preds": 489,
|
|
"considered_empty": 0,
|
|
"valid_preds": 480,
|
|
"invalid_preds": 9,
|
|
"missing": 4,
|
|
"invalid_fraction": 0.0184,
|
|
"precision": 0.9816,
|
|
"recall": 0.99174,
|
|
"f1": 0.98664,
|
|
"non_empty": 489
|
|
},
|
|
"mpjpe": {
|
|
"count": 480,
|
|
"mean": 0.030423,
|
|
"median": 0.0282,
|
|
"std": 0.010315,
|
|
"sem": 0.000471,
|
|
"min": 0.014079,
|
|
"max": 0.07436,
|
|
"recall-0.025": 0.349174,
|
|
"recall-0.05": 0.940083,
|
|
"recall-0.1": 0.991736,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484,
|
|
"ap-0.025": 0.129443,
|
|
"ap-0.05": 0.884362,
|
|
"ap-0.1": 0.980257,
|
|
"ap-0.15": 0.980257,
|
|
"ap-0.25": 0.980257,
|
|
"ap-0.5": 0.980257
|
|
},
|
|
"head": {
|
|
"count": 480,
|
|
"mean": 0.030857,
|
|
"median": 0.02514,
|
|
"std": 0.01923,
|
|
"sem": 0.000879,
|
|
"min": 0.002447,
|
|
"max": 0.160585,
|
|
"recall-0.025": 0.495868,
|
|
"recall-0.05": 0.820248,
|
|
"recall-0.1": 0.989669,
|
|
"recall-0.15": 0.989669,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"shoulder_left": {
|
|
"count": 480,
|
|
"mean": 0.030438,
|
|
"median": 0.02601,
|
|
"std": 0.017389,
|
|
"sem": 0.000795,
|
|
"min": 0.004689,
|
|
"max": 0.1055,
|
|
"recall-0.025": 0.460744,
|
|
"recall-0.05": 0.855372,
|
|
"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": 0.031118,
|
|
"median": 0.026411,
|
|
"std": 0.01975,
|
|
"sem": 0.000902,
|
|
"min": 0.001719,
|
|
"max": 0.133444,
|
|
"recall-0.025": 0.450413,
|
|
"recall-0.05": 0.855372,
|
|
"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": 0.031811,
|
|
"median": 0.027447,
|
|
"std": 0.018749,
|
|
"sem": 0.000857,
|
|
"min": 0.003275,
|
|
"max": 0.140095,
|
|
"recall-0.025": 0.419421,
|
|
"recall-0.05": 0.85124,
|
|
"recall-0.1": 0.983471,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"elbow_right": {
|
|
"count": 480,
|
|
"mean": 0.033421,
|
|
"median": 0.026718,
|
|
"std": 0.024916,
|
|
"sem": 0.001138,
|
|
"min": 0.001778,
|
|
"max": 0.202641,
|
|
"recall-0.025": 0.450413,
|
|
"recall-0.05": 0.842975,
|
|
"recall-0.1": 0.960744,
|
|
"recall-0.15": 0.987603,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"wrist_left": {
|
|
"count": 480,
|
|
"mean": 0.037336,
|
|
"median": 0.031655,
|
|
"std": 0.026018,
|
|
"sem": 0.001189,
|
|
"min": 0.002366,
|
|
"max": 0.209175,
|
|
"recall-0.025": 0.347107,
|
|
"recall-0.05": 0.78719,
|
|
"recall-0.1": 0.960744,
|
|
"recall-0.15": 0.985537,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"wrist_right": {
|
|
"count": 480,
|
|
"mean": 0.037872,
|
|
"median": 0.030065,
|
|
"std": 0.030099,
|
|
"sem": 0.001375,
|
|
"min": 0.00269,
|
|
"max": 0.281504,
|
|
"recall-0.025": 0.363636,
|
|
"recall-0.05": 0.78719,
|
|
"recall-0.1": 0.956612,
|
|
"recall-0.15": 0.981405,
|
|
"recall-0.25": 0.989669,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"hip_left": {
|
|
"count": 480,
|
|
"mean": 0.036515,
|
|
"median": 0.033571,
|
|
"std": 0.017851,
|
|
"sem": 0.000816,
|
|
"min": 0.004045,
|
|
"max": 0.118765,
|
|
"recall-0.025": 0.274793,
|
|
"recall-0.05": 0.803719,
|
|
"recall-0.1": 0.983471,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"hip_right": {
|
|
"count": 480,
|
|
"mean": 0.038387,
|
|
"median": 0.031893,
|
|
"std": 0.023336,
|
|
"sem": 0.001066,
|
|
"min": 0.006402,
|
|
"max": 0.13518,
|
|
"recall-0.025": 0.299587,
|
|
"recall-0.05": 0.758264,
|
|
"recall-0.1": 0.960744,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"knee_left": {
|
|
"count": 480,
|
|
"mean": 0.020973,
|
|
"median": 0.017546,
|
|
"std": 0.014137,
|
|
"sem": 0.000646,
|
|
"min": 0.003114,
|
|
"max": 0.162904,
|
|
"recall-0.025": 0.716942,
|
|
"recall-0.05": 0.954545,
|
|
"recall-0.1": 0.989669,
|
|
"recall-0.15": 0.989669,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"knee_right": {
|
|
"count": 480,
|
|
"mean": 0.023819,
|
|
"median": 0.019672,
|
|
"std": 0.015532,
|
|
"sem": 0.00071,
|
|
"min": 0.002024,
|
|
"max": 0.095613,
|
|
"recall-0.025": 0.646694,
|
|
"recall-0.05": 0.915289,
|
|
"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": 0.020762,
|
|
"median": 0.017314,
|
|
"std": 0.013517,
|
|
"sem": 0.000618,
|
|
"min": 0.00154,
|
|
"max": 0.114176,
|
|
"recall-0.025": 0.725207,
|
|
"recall-0.05": 0.954545,
|
|
"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": 0.022189,
|
|
"median": 0.018047,
|
|
"std": 0.01381,
|
|
"sem": 0.000631,
|
|
"min": 0.001891,
|
|
"max": 0.09663,
|
|
"recall-0.025": 0.694215,
|
|
"recall-0.05": 0.93595,
|
|
"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": 0.48681,
|
|
"recall-0.05": 0.8541,
|
|
"recall-0.1": 0.97823,
|
|
"recall-0.15": 0.98919,
|
|
"recall-0.25": 0.99142,
|
|
"recall-0.5": 0.99174
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6776,
|
|
"correct_parts": 6714,
|
|
"pcp": 0.99085
|
|
}
|
|
```
|
|
|
|
##### badminton
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.458089,
|
|
"demosaicing": 0.0178405,
|
|
"avg_time_2d": 0.0439339,
|
|
"avg_time_3d": 0.00172674,
|
|
"fps": 15.7478
|
|
}
|
|
{
|
|
"triangulator_calls": 183,
|
|
"init_time": 3.57972e-05,
|
|
"undistort_time": 5.64207e-05,
|
|
"project_time": 9.28678e-05,
|
|
"match_time": 0.000126595,
|
|
"pairs_time": 0.000228828,
|
|
"pair_scoring_time": 0.000399073,
|
|
"grouping_time": 0.000105891,
|
|
"full_time": 0.000469727,
|
|
"merge_time": 0.000133091,
|
|
"post_time": 1.58165e-05,
|
|
"convert_time": 8.94263e-07,
|
|
"total_time": 0.00166532
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 183,
|
|
"total_labels": 732,
|
|
"total_preds": 740,
|
|
"considered_empty": 0,
|
|
"valid_preds": 732,
|
|
"invalid_preds": 8,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.01081,
|
|
"precision": 0.98919,
|
|
"recall": 1.0,
|
|
"f1": 0.99457,
|
|
"non_empty": 740
|
|
},
|
|
"mpjpe": {
|
|
"count": 732,
|
|
"mean": 0.025344,
|
|
"median": 0.024326,
|
|
"std": 0.007322,
|
|
"sem": 0.000271,
|
|
"min": 0.010553,
|
|
"max": 0.060303,
|
|
"recall-0.025": 0.545082,
|
|
"recall-0.05": 0.989071,
|
|
"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": 0.335937,
|
|
"ap-0.05": 0.984765,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 732,
|
|
"mean": 0.029033,
|
|
"median": 0.023391,
|
|
"std": 0.023043,
|
|
"sem": 0.000852,
|
|
"min": 0.002001,
|
|
"max": 0.218815,
|
|
"recall-0.025": 0.546448,
|
|
"recall-0.05": 0.896175,
|
|
"recall-0.1": 0.98224,
|
|
"recall-0.15": 0.991803,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"shoulder_left": {
|
|
"count": 732,
|
|
"mean": 0.033478,
|
|
"median": 0.027774,
|
|
"std": 0.021293,
|
|
"sem": 0.000788,
|
|
"min": 0.002135,
|
|
"max": 0.151673,
|
|
"recall-0.025": 0.412568,
|
|
"recall-0.05": 0.84153,
|
|
"recall-0.1": 0.979508,
|
|
"recall-0.15": 0.998634,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
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|
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"num_labels": 732
|
|
},
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"elbow_left": {
|
|
"count": 732,
|
|
"mean": 0.025944,
|
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"median": 0.021785,
|
|
"std": 0.016906,
|
|
"sem": 0.000625,
|
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|
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"num_labels": 732
|
|
},
|
|
"elbow_right": {
|
|
"count": 732,
|
|
"mean": 0.02351,
|
|
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|
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"std": 0.015243,
|
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"num_labels": 732
|
|
},
|
|
"wrist_left": {
|
|
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|
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|
|
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|
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"num_labels": 732
|
|
},
|
|
"wrist_right": {
|
|
"count": 732,
|
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|
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"median": 0.023882,
|
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|
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"sem": 0.000704,
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|
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|
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|
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|
|
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|
|
"recall-0.25": 1.0,
|
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"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"hip_left": {
|
|
"count": 732,
|
|
"mean": 0.028192,
|
|
"median": 0.026229,
|
|
"std": 0.013783,
|
|
"sem": 0.00051,
|
|
"min": 0.002258,
|
|
"max": 0.086422,
|
|
"recall-0.025": 0.460383,
|
|
"recall-0.05": 0.93306,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"hip_right": {
|
|
"count": 732,
|
|
"mean": 0.026058,
|
|
"median": 0.023697,
|
|
"std": 0.013222,
|
|
"sem": 0.000489,
|
|
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|
|
"max": 0.114396,
|
|
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|
|
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|
|
"recall-0.1": 0.998634,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"knee_left": {
|
|
"count": 732,
|
|
"mean": 0.018149,
|
|
"median": 0.017174,
|
|
"std": 0.008781,
|
|
"sem": 0.000325,
|
|
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|
|
"max": 0.079882,
|
|
"recall-0.025": 0.846995,
|
|
"recall-0.05": 0.990437,
|
|
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|
|
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|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"knee_right": {
|
|
"count": 732,
|
|
"mean": 0.020674,
|
|
"median": 0.018854,
|
|
"std": 0.010793,
|
|
"sem": 0.000399,
|
|
"min": 0.001852,
|
|
"max": 0.094701,
|
|
"recall-0.025": 0.729508,
|
|
"recall-0.05": 0.980874,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"ankle_left": {
|
|
"count": 732,
|
|
"mean": 0.019931,
|
|
"median": 0.017991,
|
|
"std": 0.0112,
|
|
"sem": 0.000414,
|
|
"min": 0.001218,
|
|
"max": 0.091512,
|
|
"recall-0.025": 0.751366,
|
|
"recall-0.05": 0.974044,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"ankle_right": {
|
|
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|
|
"mean": 0.020881,
|
|
"median": 0.01902,
|
|
"std": 0.010951,
|
|
"sem": 0.000405,
|
|
"min": 0.00222,
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|
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|
|
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|
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"recall-0.05": 0.980874,
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|
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|
|
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|
|
"num_labels": 732
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 9516,
|
|
"recall-0.025": 0.60561,
|
|
"recall-0.05": 0.93222,
|
|
"recall-0.1": 0.99296,
|
|
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|
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|
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|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10248,
|
|
"correct_parts": 10242,
|
|
"pcp": 0.999415
|
|
}
|
|
```
|
|
|
|
##### tennis
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.700143,
|
|
"demosaicing": 0.0272671,
|
|
"avg_time_2d": 0.0513643,
|
|
"avg_time_3d": 0.00135786,
|
|
"fps": 12.5017
|
|
}
|
|
{
|
|
"triangulator_calls": 181,
|
|
"init_time": 3.37781e-05,
|
|
"undistort_time": 6.43306e-05,
|
|
"project_time": 5.09429e-05,
|
|
"match_time": 5.19055e-05,
|
|
"pairs_time": 0.000117416,
|
|
"pair_scoring_time": 0.00035653,
|
|
"grouping_time": 9.90424e-05,
|
|
"full_time": 0.000373974,
|
|
"merge_time": 6.33381e-05,
|
|
"post_time": 1.25319e-05,
|
|
"convert_time": 5.31641e-07,
|
|
"total_time": 0.00122464
|
|
}
|
|
{
|
|
"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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|
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|
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|
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|
|
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|
|
"num_labels": 362,
|
|
"ap-0.025": 0.590938,
|
|
"ap-0.05": 0.985934,
|
|
"ap-0.1": 0.997146,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
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|
|
},
|
|
"head": {
|
|
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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": 0.000748,
|
|
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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
|
|
},
|
|
"shoulder_right": {
|
|
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|
|
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|
|
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|
|
"std": 0.014465,
|
|
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|
|
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|
|
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|
|
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|
|
"recall-0.05": 0.936464,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"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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|
|
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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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|
|
"num_labels": 362
|
|
},
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
"sem": 0.000762,
|
|
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|
|
"max": 0.093602,
|
|
"recall-0.025": 0.701657,
|
|
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|
|
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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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|
|
"recall-0.05": 0.911602,
|
|
"recall-0.1": 0.986188,
|
|
"recall-0.15": 0.991713,
|
|
"recall-0.25": 0.994475,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"hip_left": {
|
|
"count": 362,
|
|
"mean": 0.024706,
|
|
"median": 0.021948,
|
|
"std": 0.014541,
|
|
"sem": 0.000765,
|
|
"min": 0.002856,
|
|
"max": 0.147695,
|
|
"recall-0.025": 0.610497,
|
|
"recall-0.05": 0.955801,
|
|
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|
|
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|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"hip_right": {
|
|
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|
|
"mean": 0.024315,
|
|
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|
|
"std": 0.016601,
|
|
"sem": 0.000874,
|
|
"min": 0.001242,
|
|
"max": 0.190429,
|
|
"recall-0.025": 0.618785,
|
|
"recall-0.05": 0.950276,
|
|
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|
|
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|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"knee_left": {
|
|
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|
|
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|
|
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|
|
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|
|
"sem": 0.000424,
|
|
"min": 0.000523,
|
|
"max": 0.05052,
|
|
"recall-0.025": 0.892265,
|
|
"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": 0.016842,
|
|
"median": 0.014118,
|
|
"std": 0.016242,
|
|
"sem": 0.000855,
|
|
"min": 0.001174,
|
|
"max": 0.256627,
|
|
"recall-0.025": 0.859116,
|
|
"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": 0.018563,
|
|
"median": 0.01616,
|
|
"std": 0.011314,
|
|
"sem": 0.000595,
|
|
"min": 0.00095,
|
|
"max": 0.097843,
|
|
"recall-0.025": 0.798343,
|
|
"recall-0.05": 0.975138,
|
|
"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": 0.019072,
|
|
"median": 0.014127,
|
|
"std": 0.028398,
|
|
"sem": 0.001495,
|
|
"min": 0.001911,
|
|
"max": 0.495391,
|
|
"recall-0.025": 0.809392,
|
|
"recall-0.05": 0.961326,
|
|
"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": 0.65831,
|
|
"recall-0.05": 0.94603,
|
|
"recall-0.1": 0.99554,
|
|
"recall-0.15": 0.99873,
|
|
"recall-0.25": 0.99894,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5068,
|
|
"correct_parts": 5063,
|
|
"pcp": 0.999013
|
|
}
|
|
```
|