7400 lines
158 KiB
Markdown
7400 lines
158 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": 0.0210271,
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"demosaicing": 0.000617291,
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"avg_time_2d": 0.00824192,
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"avg_time_3d": 0.000179146,
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"fps": 110.64
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}
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{
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"triangulator_calls": 600,
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"init_time": 5.75282e-06,
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"undistort_time": 1.98078e-05,
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"project_time": 2.41675e-05,
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"match_time": 1.11919e-05,
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"pairs_time": 1.3669e-05,
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"pair_scoring_time": 3.58862e-05,
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"grouping_time": 1.91304e-06,
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"full_time": 3.77594e-05,
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"merge_time": 6.98398e-06,
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"post_time": 6.09492e-06,
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"convert_time": 2.50702e-07,
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"total_time": 0.000163749
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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": 0.0412112,
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"demosaicing": 0.000728058,
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"avg_time_2d": 0.0147882,
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"avg_time_3d": 0.0003666,
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"fps": 62.9611
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}
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{
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"triangulator_calls": 301,
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"init_time": 8.32295e-06,
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"undistort_time": 2.64221e-05,
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"project_time": 4.44325e-05,
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"match_time": 2.03767e-05,
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"pairs_time": 3.51276e-05,
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"pair_scoring_time": 8.98095e-05,
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"grouping_time": 1.06207e-05,
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"full_time": 7.25231e-05,
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"merge_time": 9.30656e-06,
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"post_time": 1.13387e-05,
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"convert_time": 5.78874e-07,
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"total_time": 0.000329225
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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": 837,
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"considered_empty": 0,
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"valid_preds": 477,
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"invalid_preds": 360,
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"missing": 0,
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"invalid_fraction": 0.43011,
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"precision": 0.56989,
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"recall": 1.0,
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"f1": 0.72603,
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"non_empty": 837
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},
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"mpjpe": {
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"count": 477,
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"mean": 0.047913,
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"median": 0.04254,
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"std": 0.014878,
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"sem": 0.000682,
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"min": 0.03014,
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"max": 0.12344,
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"recall-0.025": 0.0,
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"recall-0.05": 0.698113,
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"recall-0.1": 0.985325,
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"recall-0.15": 1.0,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477,
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"ap-0.025": 0.0,
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"ap-0.05": 0.386333,
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"ap-0.1": 0.726317,
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"ap-0.15": 0.741612,
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"ap-0.25": 0.741612,
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"ap-0.5": 0.741612
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},
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"head": {
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"count": 477,
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"mean": 0.054226,
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"median": 0.050192,
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"std": 0.024948,
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"sem": 0.001143,
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"min": 0.005604,
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"max": 0.180414,
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"recall-0.025": 0.08805,
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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": 0.04239,
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"median": 0.036996,
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"std": 0.020499,
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"sem": 0.00094,
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"min": 0.004232,
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"max": 0.136479,
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"recall-0.025": 0.163522,
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"recall-0.05": 0.72956,
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"recall-0.1": 0.987421,
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"recall-0.15": 1.0,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
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"shoulder_right": {
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"count": 477,
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"mean": 0.049541,
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"median": 0.045991,
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"std": 0.022924,
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"sem": 0.001051,
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"min": 0.00538,
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"max": 0.147114,
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"recall-0.025": 0.100629,
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"recall-0.05": 0.555556,
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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": 0.040696,
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"median": 0.032345,
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"std": 0.029135,
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"sem": 0.001335,
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"min": 0.003362,
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"max": 0.326353,
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"recall-0.025": 0.312369,
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|
"recall-0.05": 0.75891,
|
|
"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": 0.053333,
|
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"median": 0.045204,
|
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"std": 0.040865,
|
|
"sem": 0.001873,
|
|
"min": 0.003281,
|
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"max": 0.243895,
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"recall-0.025": 0.257862,
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|
"recall-0.05": 0.561845,
|
|
"recall-0.1": 0.901468,
|
|
"recall-0.15": 0.955975,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
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},
|
|
"wrist_left": {
|
|
"count": 477,
|
|
"mean": 0.05992,
|
|
"median": 0.053972,
|
|
"std": 0.038612,
|
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"sem": 0.00177,
|
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"min": 0.002109,
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"max": 0.322924,
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|
"recall-0.025": 0.129979,
|
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"recall-0.05": 0.406709,
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"recall-0.1": 0.909853,
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"recall-0.15": 0.960168,
|
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"recall-0.25": 0.991614,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
|
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"wrist_right": {
|
|
"count": 477,
|
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"mean": 0.059095,
|
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"median": 0.054571,
|
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"std": 0.033543,
|
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"sem": 0.001537,
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"min": 0.009831,
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"max": 0.371597,
|
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"recall-0.025": 0.111111,
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|
"recall-0.05": 0.419287,
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|
"recall-0.1": 0.899371,
|
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"recall-0.15": 0.981132,
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|
"recall-0.25": 0.997904,
|
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"recall-0.5": 1.0,
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"num_labels": 477
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},
|
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"hip_left": {
|
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"count": 477,
|
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"mean": 0.047972,
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"median": 0.042309,
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"std": 0.026179,
|
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"sem": 0.0012,
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"min": 0.006447,
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"max": 0.14256,
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"recall-0.025": 0.186583,
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"recall-0.05": 0.614256,
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"recall-0.1": 0.953878,
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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": 0.057835,
|
|
"median": 0.0564,
|
|
"std": 0.023891,
|
|
"sem": 0.001095,
|
|
"min": 0.00421,
|
|
"max": 0.132307,
|
|
"recall-0.025": 0.102725,
|
|
"recall-0.05": 0.396226,
|
|
"recall-0.1": 0.9413,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"knee_left": {
|
|
"count": 477,
|
|
"mean": 0.040411,
|
|
"median": 0.037751,
|
|
"std": 0.024531,
|
|
"sem": 0.001124,
|
|
"min": 0.004904,
|
|
"max": 0.19006,
|
|
"recall-0.025": 0.259958,
|
|
"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": 0.040174,
|
|
"median": 0.036228,
|
|
"std": 0.023312,
|
|
"sem": 0.001068,
|
|
"min": 0.007466,
|
|
"max": 0.1848,
|
|
"recall-0.025": 0.314465,
|
|
"recall-0.05": 0.712788,
|
|
"recall-0.1": 0.974843,
|
|
"recall-0.15": 0.997904,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"ankle_left": {
|
|
"count": 477,
|
|
"mean": 0.036322,
|
|
"median": 0.027965,
|
|
"std": 0.030822,
|
|
"sem": 0.001413,
|
|
"min": 0.004731,
|
|
"max": 0.223705,
|
|
"recall-0.025": 0.429769,
|
|
"recall-0.05": 0.81761,
|
|
"recall-0.1": 0.945493,
|
|
"recall-0.15": 0.983229,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"ankle_right": {
|
|
"count": 477,
|
|
"mean": 0.04095,
|
|
"median": 0.030932,
|
|
"std": 0.037911,
|
|
"sem": 0.001738,
|
|
"min": 0.003325,
|
|
"max": 0.272891,
|
|
"recall-0.025": 0.303983,
|
|
"recall-0.05": 0.805031,
|
|
"recall-0.1": 0.930818,
|
|
"recall-0.15": 0.968553,
|
|
"recall-0.25": 0.995807,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 6201,
|
|
"recall-0.025": 0.21093,
|
|
"recall-0.05": 0.61619,
|
|
"recall-0.1": 0.94243,
|
|
"recall-0.15": 0.98645,
|
|
"recall-0.25": 0.99839,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6678,
|
|
"correct_parts": 6618,
|
|
"pcp": 0.991015
|
|
}
|
|
```
|
|
|
|
### Campus
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.004851,
|
|
"demosaicing": 0.000181436,
|
|
"avg_time_2d": 0.00698705,
|
|
"avg_time_3d": 0.000230551,
|
|
"fps": 135.153
|
|
}
|
|
{
|
|
"triangulator_calls": 222,
|
|
"init_time": 5.61706e-06,
|
|
"undistort_time": 2.71222e-05,
|
|
"project_time": 3.26298e-05,
|
|
"match_time": 1.41397e-05,
|
|
"pairs_time": 1.65148e-05,
|
|
"pair_scoring_time": 3.44675e-05,
|
|
"grouping_time": 2.33423e-06,
|
|
"full_time": 4.11038e-05,
|
|
"merge_time": 3.78528e-05,
|
|
"post_time": 8.67414e-06,
|
|
"convert_time": 4.53315e-07,
|
|
"total_time": 0.000221314
|
|
}
|
|
{
|
|
"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": 0.079046,
|
|
"median": 0.075937,
|
|
"std": 0.019007,
|
|
"sem": 0.000981,
|
|
"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": 0.730304,
|
|
"ap-0.15": 0.943085,
|
|
"ap-0.25": 0.945664,
|
|
"ap-0.5": 0.945664
|
|
},
|
|
"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": 0.071353,
|
|
"median": 0.064452,
|
|
"std": 0.033994,
|
|
"sem": 0.001755,
|
|
"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": 0.091055,
|
|
"median": 0.073884,
|
|
"std": 0.054325,
|
|
"sem": 0.002805,
|
|
"min": 0.014223,
|
|
"max": 0.34788,
|
|
"recall-0.025": 0.026596,
|
|
"recall-0.05": 0.255319,
|
|
"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": 0.125845,
|
|
"median": 0.110251,
|
|
"std": 0.071029,
|
|
"sem": 0.003668,
|
|
"min": 0.012812,
|
|
"max": 0.459069,
|
|
"recall-0.025": 0.018617,
|
|
"recall-0.05": 0.087766,
|
|
"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": 0.114228,
|
|
"median": 0.106122,
|
|
"std": 0.049917,
|
|
"sem": 0.002578,
|
|
"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": 0.071749,
|
|
"median": 0.071161,
|
|
"std": 0.030406,
|
|
"sem": 0.00157,
|
|
"min": 0.003723,
|
|
"max": 0.154372,
|
|
"recall-0.025": 0.066489,
|
|
"recall-0.05": 0.24734,
|
|
"recall-0.1": 0.824468,
|
|
"recall-0.15": 0.994681,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"hip_right": {
|
|
"count": 376,
|
|
"mean": 0.077178,
|
|
"median": 0.075292,
|
|
"std": 0.034487,
|
|
"sem": 0.001781,
|
|
"min": 0.011705,
|
|
"max": 0.248674,
|
|
"recall-0.025": 0.026596,
|
|
"recall-0.05": 0.199468,
|
|
"recall-0.1": 0.819149,
|
|
"recall-0.15": 0.954787,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"knee_left": {
|
|
"count": 376,
|
|
"mean": 0.05368,
|
|
"median": 0.04811,
|
|
"std": 0.024879,
|
|
"sem": 0.001285,
|
|
"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": 0.053967,
|
|
"median": 0.047653,
|
|
"std": 0.031022,
|
|
"sem": 0.001602,
|
|
"min": 0.010162,
|
|
"max": 0.233694,
|
|
"recall-0.025": 0.119681,
|
|
"recall-0.05": 0.56117,
|
|
"recall-0.1": 0.933511,
|
|
"recall-0.15": 0.976064,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"ankle_left": {
|
|
"count": 375,
|
|
"mean": 0.065546,
|
|
"median": 0.050728,
|
|
"std": 0.050916,
|
|
"sem": 0.002633,
|
|
"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": 375,
|
|
"mean": 0.064868,
|
|
"median": 0.050449,
|
|
"std": 0.058865,
|
|
"sem": 0.003044,
|
|
"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": 0.99734,
|
|
"num_labels": 376
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4888,
|
|
"recall-0.025": 0.04808,
|
|
"recall-0.05": 0.30176,
|
|
"recall-0.1": 0.76412,
|
|
"recall-0.15": 0.92001,
|
|
"recall-0.25": 0.98691,
|
|
"recall-0.5": 0.99877
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5264,
|
|
"correct_parts": 4939,
|
|
"pcp": 0.93826
|
|
}
|
|
```
|
|
|
|
### MVOR
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0114951,
|
|
"demosaicing": 0.000314459,
|
|
"avg_time_2d": 0.00818302,
|
|
"avg_time_3d": 0.00033251,
|
|
"fps": 113.25
|
|
}
|
|
{
|
|
"triangulator_calls": 629,
|
|
"init_time": 9.08607e-06,
|
|
"undistort_time": 3.44389e-05,
|
|
"project_time": 2.09165e-05,
|
|
"match_time": 2.8556e-05,
|
|
"pairs_time": 4.33597e-05,
|
|
"pair_scoring_time": 7.80275e-05,
|
|
"grouping_time": 6.7188e-06,
|
|
"full_time": 5.75266e-05,
|
|
"merge_time": 2.61742e-05,
|
|
"post_time": 1.05944e-05,
|
|
"convert_time": 4.67989e-07,
|
|
"total_time": 0.000316183
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 629,
|
|
"total_labels": 1061,
|
|
"total_preds": 1129,
|
|
"considered_empty": 0,
|
|
"valid_preds": 818,
|
|
"invalid_preds": 311,
|
|
"missing": 243,
|
|
"invalid_fraction": 0.27547,
|
|
"precision": 0.72453,
|
|
"recall": 0.77097,
|
|
"f1": 0.74703,
|
|
"non_empty": 1129
|
|
},
|
|
"mpjpe": {
|
|
"count": 818,
|
|
"mean": 0.118084,
|
|
"median": 0.099869,
|
|
"std": 0.06403,
|
|
"sem": 0.00224,
|
|
"min": 0.040417,
|
|
"max": 0.498763,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.001885,
|
|
"recall-0.1": 0.386428,
|
|
"recall-0.15": 0.63148,
|
|
"recall-0.25": 0.739868,
|
|
"recall-0.5": 0.770971,
|
|
"num_labels": 1061,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 4.1e-05,
|
|
"ap-0.1": 0.234075,
|
|
"ap-0.15": 0.509062,
|
|
"ap-0.25": 0.658182,
|
|
"ap-0.5": 0.696122
|
|
},
|
|
"head": {
|
|
"count": 816,
|
|
"mean": 0.06777,
|
|
"median": 0.051423,
|
|
"std": 0.062491,
|
|
"sem": 0.002189,
|
|
"min": 0.004593,
|
|
"max": 0.497724,
|
|
"recall-0.025": 0.097078,
|
|
"recall-0.05": 0.366635,
|
|
"recall-0.1": 0.655042,
|
|
"recall-0.15": 0.71442,
|
|
"recall-0.25": 0.748351,
|
|
"recall-0.5": 0.769086,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_left": {
|
|
"count": 815,
|
|
"mean": 0.064094,
|
|
"median": 0.04551,
|
|
"std": 0.062498,
|
|
"sem": 0.002191,
|
|
"min": 0.003744,
|
|
"max": 0.488342,
|
|
"recall-0.025": 0.164939,
|
|
"recall-0.05": 0.422243,
|
|
"recall-0.1": 0.640905,
|
|
"recall-0.15": 0.711593,
|
|
"recall-0.25": 0.748351,
|
|
"recall-0.5": 0.768143,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_right": {
|
|
"count": 815,
|
|
"mean": 0.061035,
|
|
"median": 0.041147,
|
|
"std": 0.061863,
|
|
"sem": 0.002168,
|
|
"min": 0.00402,
|
|
"max": 0.453096,
|
|
"recall-0.025": 0.150801,
|
|
"recall-0.05": 0.472196,
|
|
"recall-0.1": 0.65787,
|
|
"recall-0.15": 0.717248,
|
|
"recall-0.25": 0.746466,
|
|
"recall-0.5": 0.768143,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_left": {
|
|
"count": 805,
|
|
"mean": 0.108155,
|
|
"median": 0.07738,
|
|
"std": 0.089089,
|
|
"sem": 0.003142,
|
|
"min": 0.004244,
|
|
"max": 0.482576,
|
|
"recall-0.025": 0.06409,
|
|
"recall-0.05": 0.231857,
|
|
"recall-0.1": 0.457116,
|
|
"recall-0.15": 0.573044,
|
|
"recall-0.25": 0.69557,
|
|
"recall-0.5": 0.758718,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_right": {
|
|
"count": 810,
|
|
"mean": 0.088697,
|
|
"median": 0.061987,
|
|
"std": 0.080223,
|
|
"sem": 0.00282,
|
|
"min": 0.004787,
|
|
"max": 0.47974,
|
|
"recall-0.025": 0.089538,
|
|
"recall-0.05": 0.29689,
|
|
"recall-0.1": 0.555137,
|
|
"recall-0.15": 0.65033,
|
|
"recall-0.25": 0.715363,
|
|
"recall-0.5": 0.763431,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_left": {
|
|
"count": 805,
|
|
"mean": 0.127854,
|
|
"median": 0.093258,
|
|
"std": 0.103593,
|
|
"sem": 0.003653,
|
|
"min": 0.003064,
|
|
"max": 0.496772,
|
|
"recall-0.025": 0.071631,
|
|
"recall-0.05": 0.200754,
|
|
"recall-0.1": 0.39868,
|
|
"recall-0.15": 0.512724,
|
|
"recall-0.25": 0.653157,
|
|
"recall-0.5": 0.758718,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_right": {
|
|
"count": 805,
|
|
"mean": 0.110434,
|
|
"median": 0.07329,
|
|
"std": 0.099874,
|
|
"sem": 0.003522,
|
|
"min": 0.006447,
|
|
"max": 0.480896,
|
|
"recall-0.025": 0.091423,
|
|
"recall-0.05": 0.2705,
|
|
"recall-0.1": 0.481621,
|
|
"recall-0.15": 0.561734,
|
|
"recall-0.25": 0.671065,
|
|
"recall-0.5": 0.758718,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_left": {
|
|
"count": 805,
|
|
"mean": 0.197186,
|
|
"median": 0.179528,
|
|
"std": 0.086096,
|
|
"sem": 0.003036,
|
|
"min": 0.028645,
|
|
"max": 0.498696,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.004713,
|
|
"recall-0.1": 0.05655,
|
|
"recall-0.15": 0.246937,
|
|
"recall-0.25": 0.597549,
|
|
"recall-0.5": 0.758718,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_right": {
|
|
"count": 798,
|
|
"mean": 0.188832,
|
|
"median": 0.173642,
|
|
"std": 0.078561,
|
|
"sem": 0.002783,
|
|
"min": 0.03323,
|
|
"max": 0.498131,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.002828,
|
|
"recall-0.1": 0.065033,
|
|
"recall-0.15": 0.259189,
|
|
"recall-0.25": 0.617342,
|
|
"recall-0.5": 0.752121,
|
|
"num_labels": 1061
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 9549,
|
|
"recall-0.025": 0.08053,
|
|
"recall-0.05": 0.25165,
|
|
"recall-0.1": 0.44046,
|
|
"recall-0.15": 0.54927,
|
|
"recall-0.25": 0.68761,
|
|
"recall-0.5": 0.76113
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10610,
|
|
"correct_parts": 6212,
|
|
"pcp": 0.585485
|
|
}
|
|
```
|
|
|
|
### Panoptic
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0476134,
|
|
"demosaicing": 0.00104681,
|
|
"avg_time_2d": 0.0168191,
|
|
"avg_time_3d": 0.000450864,
|
|
"fps": 54.5949
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 1.26238e-05,
|
|
"undistort_time": 2.66382e-05,
|
|
"project_time": 6.72031e-05,
|
|
"match_time": 3.5317e-05,
|
|
"pairs_time": 4.49949e-05,
|
|
"pair_scoring_time": 9.44336e-05,
|
|
"grouping_time": 1.57346e-05,
|
|
"full_time": 7.7678e-05,
|
|
"merge_time": 1.05827e-05,
|
|
"post_time": 1.25025e-05,
|
|
"convert_time": 7.3411e-07,
|
|
"total_time": 0.000398788
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1503,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1462,
|
|
"invalid_preds": 41,
|
|
"missing": 4,
|
|
"invalid_fraction": 0.02728,
|
|
"precision": 0.97272,
|
|
"recall": 0.99727,
|
|
"f1": 0.98484,
|
|
"non_empty": 1503
|
|
},
|
|
"mpjpe": {
|
|
"count": 1462,
|
|
"mean": 0.033983,
|
|
"median": 0.030404,
|
|
"std": 0.015863,
|
|
"sem": 0.000415,
|
|
"min": 0.010671,
|
|
"max": 0.133636,
|
|
"recall-0.025": 0.317872,
|
|
"recall-0.05": 0.865621,
|
|
"recall-0.1": 0.991132,
|
|
"recall-0.15": 0.997271,
|
|
"recall-0.25": 0.997271,
|
|
"recall-0.5": 0.997271,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.1734,
|
|
"ap-0.05": 0.81671,
|
|
"ap-0.1": 0.976241,
|
|
"ap-0.15": 0.986828,
|
|
"ap-0.25": 0.986828,
|
|
"ap-0.5": 0.986828
|
|
},
|
|
"nose": {
|
|
"count": 1461,
|
|
"mean": 0.015275,
|
|
"median": 0.011626,
|
|
"std": 0.017038,
|
|
"sem": 0.000446,
|
|
"min": 0.001311,
|
|
"max": 0.276143,
|
|
"recall-0.025": 0.90704,
|
|
"recall-0.05": 0.968558,
|
|
"recall-0.1": 0.994532,
|
|
"recall-0.15": 0.995899,
|
|
"recall-0.25": 0.996582,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1462,
|
|
"mean": 0.016707,
|
|
"median": 0.014636,
|
|
"std": 0.011154,
|
|
"sem": 0.000292,
|
|
"min": 0.000954,
|
|
"max": 0.103637,
|
|
"recall-0.025": 0.841746,
|
|
"recall-0.05": 0.980218,
|
|
"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": 0.016958,
|
|
"median": 0.014726,
|
|
"std": 0.011892,
|
|
"sem": 0.000311,
|
|
"min": 0.001164,
|
|
"max": 0.156188,
|
|
"recall-0.025": 0.836177,
|
|
"recall-0.05": 0.979522,
|
|
"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": 0.022702,
|
|
"median": 0.016632,
|
|
"std": 0.020801,
|
|
"sem": 0.000544,
|
|
"min": 0.00117,
|
|
"max": 0.212485,
|
|
"recall-0.025": 0.730375,
|
|
"recall-0.05": 0.912628,
|
|
"recall-0.1": 0.988396,
|
|
"recall-0.15": 0.994539,
|
|
"recall-0.25": 0.99727,
|
|
"recall-0.5": 0.99727,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1461,
|
|
"mean": 0.020823,
|
|
"median": 0.016099,
|
|
"std": 0.015836,
|
|
"sem": 0.000414,
|
|
"min": 0.001472,
|
|
"max": 0.162788,
|
|
"recall-0.025": 0.776487,
|
|
"recall-0.05": 0.937799,
|
|
"recall-0.1": 0.996582,
|
|
"recall-0.15": 0.997949,
|
|
"recall-0.25": 0.998633,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1432,
|
|
"mean": 0.035932,
|
|
"median": 0.016837,
|
|
"std": 0.056955,
|
|
"sem": 0.001506,
|
|
"min": 0.000898,
|
|
"max": 0.460746,
|
|
"recall-0.025": 0.670153,
|
|
"recall-0.05": 0.845886,
|
|
"recall-0.1": 0.906555,
|
|
"recall-0.15": 0.956764,
|
|
"recall-0.25": 0.975593,
|
|
"recall-0.5": 0.998605,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1455,
|
|
"mean": 0.024876,
|
|
"median": 0.01631,
|
|
"std": 0.02837,
|
|
"sem": 0.000744,
|
|
"min": 0.001361,
|
|
"max": 0.280646,
|
|
"recall-0.025": 0.710165,
|
|
"recall-0.05": 0.898352,
|
|
"recall-0.1": 0.974588,
|
|
"recall-0.15": 0.989011,
|
|
"recall-0.25": 0.996566,
|
|
"recall-0.5": 0.999313,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1461,
|
|
"mean": 0.035293,
|
|
"median": 0.031942,
|
|
"std": 0.020573,
|
|
"sem": 0.000538,
|
|
"min": 0.00101,
|
|
"max": 0.184165,
|
|
"recall-0.025": 0.331741,
|
|
"recall-0.05": 0.83686,
|
|
"recall-0.1": 0.987713,
|
|
"recall-0.15": 0.994539,
|
|
"recall-0.25": 0.99727,
|
|
"recall-0.5": 0.99727,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1462,
|
|
"mean": 0.038601,
|
|
"median": 0.03265,
|
|
"std": 0.026372,
|
|
"sem": 0.00069,
|
|
"min": 0.002509,
|
|
"max": 0.281736,
|
|
"recall-0.025": 0.314461,
|
|
"recall-0.05": 0.792633,
|
|
"recall-0.1": 0.967258,
|
|
"recall-0.15": 0.992497,
|
|
"recall-0.25": 0.995907,
|
|
"recall-0.5": 0.997271,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1461,
|
|
"mean": 0.03948,
|
|
"median": 0.033011,
|
|
"std": 0.034848,
|
|
"sem": 0.000912,
|
|
"min": 0.004244,
|
|
"max": 0.473605,
|
|
"recall-0.025": 0.282594,
|
|
"recall-0.05": 0.789761,
|
|
"recall-0.1": 0.967918,
|
|
"recall-0.15": 0.985666,
|
|
"recall-0.25": 0.990444,
|
|
"recall-0.5": 0.99727,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1455,
|
|
"mean": 0.03956,
|
|
"median": 0.031955,
|
|
"std": 0.029925,
|
|
"sem": 0.000785,
|
|
"min": 0.003512,
|
|
"max": 0.278788,
|
|
"recall-0.025": 0.3427,
|
|
"recall-0.05": 0.74366,
|
|
"recall-0.1": 0.959561,
|
|
"recall-0.15": 0.989034,
|
|
"recall-0.25": 0.994517,
|
|
"recall-0.5": 0.997258,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1457,
|
|
"mean": 0.064749,
|
|
"median": 0.036021,
|
|
"std": 0.071927,
|
|
"sem": 0.001885,
|
|
"min": 0.003035,
|
|
"max": 0.441184,
|
|
"recall-0.025": 0.332878,
|
|
"recall-0.05": 0.624744,
|
|
"recall-0.1": 0.805878,
|
|
"recall-0.15": 0.883117,
|
|
"recall-0.25": 0.956938,
|
|
"recall-0.5": 0.995899,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1446,
|
|
"mean": 0.065567,
|
|
"median": 0.033045,
|
|
"std": 0.085238,
|
|
"sem": 0.002242,
|
|
"min": 0.001698,
|
|
"max": 0.469631,
|
|
"recall-0.025": 0.35274,
|
|
"recall-0.05": 0.680137,
|
|
"recall-0.1": 0.819863,
|
|
"recall-0.15": 0.867808,
|
|
"recall-0.25": 0.930137,
|
|
"recall-0.5": 0.990411,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.57098,
|
|
"recall-0.05": 0.84513,
|
|
"recall-0.1": 0.95055,
|
|
"recall-0.15": 0.97204,
|
|
"recall-0.25": 0.98636,
|
|
"recall-0.5": 0.99684
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20162,
|
|
"pcp": 0.986206
|
|
}
|
|
```
|
|
|
|
##### 3 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0286015,
|
|
"demosaicing": 0.000649882,
|
|
"avg_time_2d": 0.0100505,
|
|
"avg_time_3d": 0.000325655,
|
|
"fps": 90.6941
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 8.15793e-06,
|
|
"undistort_time": 2.2094e-05,
|
|
"project_time": 5.7349e-05,
|
|
"match_time": 3.7336e-05,
|
|
"pairs_time": 2.2837e-05,
|
|
"pair_scoring_time": 6.07614e-05,
|
|
"grouping_time": 6.17749e-06,
|
|
"full_time": 6.88257e-05,
|
|
"merge_time": 8.38873e-06,
|
|
"post_time": 1.11216e-05,
|
|
"convert_time": 6.55588e-07,
|
|
"total_time": 0.000304045
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1414,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1401,
|
|
"invalid_preds": 13,
|
|
"missing": 65,
|
|
"invalid_fraction": 0.00919,
|
|
"precision": 0.99081,
|
|
"recall": 0.95566,
|
|
"f1": 0.97292,
|
|
"non_empty": 1414
|
|
},
|
|
"mpjpe": {
|
|
"count": 1401,
|
|
"mean": 0.062759,
|
|
"median": 0.051058,
|
|
"std": 0.039915,
|
|
"sem": 0.001067,
|
|
"min": 0.018516,
|
|
"max": 0.301246,
|
|
"recall-0.025": 0.006821,
|
|
"recall-0.05": 0.452933,
|
|
"recall-0.1": 0.845157,
|
|
"recall-0.15": 0.923602,
|
|
"recall-0.25": 0.941337,
|
|
"recall-0.5": 0.955662,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.001481,
|
|
"ap-0.05": 0.346945,
|
|
"ap-0.1": 0.806206,
|
|
"ap-0.15": 0.909658,
|
|
"ap-0.25": 0.932141,
|
|
"ap-0.5": 0.947177
|
|
},
|
|
"nose": {
|
|
"count": 1400,
|
|
"mean": 0.025905,
|
|
"median": 0.020038,
|
|
"std": 0.018523,
|
|
"sem": 0.000495,
|
|
"min": 0.001351,
|
|
"max": 0.155203,
|
|
"recall-0.025": 0.570745,
|
|
"recall-0.05": 0.853725,
|
|
"recall-0.1": 0.950786,
|
|
"recall-0.15": 0.956254,
|
|
"recall-0.25": 0.956938,
|
|
"recall-0.5": 0.956938,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1400,
|
|
"mean": 0.020731,
|
|
"median": 0.017707,
|
|
"std": 0.014275,
|
|
"sem": 0.000382,
|
|
"min": 0.000913,
|
|
"max": 0.116244,
|
|
"recall-0.025": 0.675989,
|
|
"recall-0.05": 0.929741,
|
|
"recall-0.1": 0.953615,
|
|
"recall-0.15": 0.95498,
|
|
"recall-0.25": 0.95498,
|
|
"recall-0.5": 0.95498,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1400,
|
|
"mean": 0.024623,
|
|
"median": 0.018615,
|
|
"std": 0.020123,
|
|
"sem": 0.000538,
|
|
"min": 0.00186,
|
|
"max": 0.218699,
|
|
"recall-0.025": 0.621843,
|
|
"recall-0.05": 0.887372,
|
|
"recall-0.1": 0.944027,
|
|
"recall-0.15": 0.952218,
|
|
"recall-0.25": 0.955631,
|
|
"recall-0.5": 0.955631,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1400,
|
|
"mean": 0.03425,
|
|
"median": 0.023312,
|
|
"std": 0.030934,
|
|
"sem": 0.000827,
|
|
"min": 0.000588,
|
|
"max": 0.270691,
|
|
"recall-0.025": 0.503754,
|
|
"recall-0.05": 0.765188,
|
|
"recall-0.1": 0.901024,
|
|
"recall-0.15": 0.950853,
|
|
"recall-0.25": 0.954266,
|
|
"recall-0.5": 0.955631,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1400,
|
|
"mean": 0.032819,
|
|
"median": 0.021401,
|
|
"std": 0.03175,
|
|
"sem": 0.000849,
|
|
"min": 0.000428,
|
|
"max": 0.341612,
|
|
"recall-0.025": 0.561176,
|
|
"recall-0.05": 0.779221,
|
|
"recall-0.1": 0.919344,
|
|
"recall-0.15": 0.944634,
|
|
"recall-0.25": 0.955571,
|
|
"recall-0.5": 0.956938,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1371,
|
|
"mean": 0.053503,
|
|
"median": 0.024479,
|
|
"std": 0.061497,
|
|
"sem": 0.001661,
|
|
"min": 0.001206,
|
|
"max": 0.357631,
|
|
"recall-0.025": 0.483264,
|
|
"recall-0.05": 0.63947,
|
|
"recall-0.1": 0.798466,
|
|
"recall-0.15": 0.861925,
|
|
"recall-0.25": 0.942817,
|
|
"recall-0.5": 0.956067,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1394,
|
|
"mean": 0.050032,
|
|
"median": 0.027068,
|
|
"std": 0.057348,
|
|
"sem": 0.001537,
|
|
"min": 0.001818,
|
|
"max": 0.375413,
|
|
"recall-0.025": 0.442995,
|
|
"recall-0.05": 0.651099,
|
|
"recall-0.1": 0.839286,
|
|
"recall-0.15": 0.893544,
|
|
"recall-0.25": 0.934066,
|
|
"recall-0.5": 0.957418,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1400,
|
|
"mean": 0.04354,
|
|
"median": 0.038708,
|
|
"std": 0.022807,
|
|
"sem": 0.00061,
|
|
"min": 0.001923,
|
|
"max": 0.15372,
|
|
"recall-0.025": 0.172696,
|
|
"recall-0.05": 0.661433,
|
|
"recall-0.1": 0.929693,
|
|
"recall-0.15": 0.954949,
|
|
"recall-0.25": 0.955631,
|
|
"recall-0.5": 0.955631,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1401,
|
|
"mean": 0.054227,
|
|
"median": 0.048458,
|
|
"std": 0.033392,
|
|
"sem": 0.000892,
|
|
"min": 0.002571,
|
|
"max": 0.281736,
|
|
"recall-0.025": 0.126876,
|
|
"recall-0.05": 0.498636,
|
|
"recall-0.1": 0.892224,
|
|
"recall-0.15": 0.936562,
|
|
"recall-0.25": 0.95498,
|
|
"recall-0.5": 0.955662,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1393,
|
|
"mean": 0.064724,
|
|
"median": 0.043321,
|
|
"std": 0.068407,
|
|
"sem": 0.001833,
|
|
"min": 0.0016,
|
|
"max": 0.435542,
|
|
"recall-0.025": 0.167918,
|
|
"recall-0.05": 0.588396,
|
|
"recall-0.1": 0.820478,
|
|
"recall-0.15": 0.868259,
|
|
"recall-0.25": 0.913993,
|
|
"recall-0.5": 0.950853,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1388,
|
|
"mean": 0.062765,
|
|
"median": 0.044154,
|
|
"std": 0.066049,
|
|
"sem": 0.001773,
|
|
"min": 0.002394,
|
|
"max": 0.420181,
|
|
"recall-0.025": 0.167923,
|
|
"recall-0.05": 0.573681,
|
|
"recall-0.1": 0.840302,
|
|
"recall-0.15": 0.877313,
|
|
"recall-0.25": 0.917066,
|
|
"recall-0.5": 0.951337,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1332,
|
|
"mean": 0.138595,
|
|
"median": 0.09415,
|
|
"std": 0.125972,
|
|
"sem": 0.003453,
|
|
"min": 0.002104,
|
|
"max": 0.498865,
|
|
"recall-0.025": 0.151059,
|
|
"recall-0.05": 0.318524,
|
|
"recall-0.1": 0.473001,
|
|
"recall-0.15": 0.564593,
|
|
"recall-0.25": 0.750513,
|
|
"recall-0.5": 0.910458,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1315,
|
|
"mean": 0.128548,
|
|
"median": 0.075959,
|
|
"std": 0.12469,
|
|
"sem": 0.00344,
|
|
"min": 0.002012,
|
|
"max": 0.498237,
|
|
"recall-0.025": 0.154795,
|
|
"recall-0.05": 0.34863,
|
|
"recall-0.1": 0.516438,
|
|
"recall-0.15": 0.607534,
|
|
"recall-0.25": 0.744521,
|
|
"recall-0.5": 0.900685,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.36877,
|
|
"recall-0.05": 0.65334,
|
|
"recall-0.1": 0.82907,
|
|
"recall-0.15": 0.87067,
|
|
"recall-0.25": 0.91438,
|
|
"recall-0.5": 0.94734
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 18695,
|
|
"pcp": 0.914449
|
|
}
|
|
```
|
|
|
|
##### 10 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0894327,
|
|
"demosaicing": 0.00220381,
|
|
"avg_time_2d": 0.0323422,
|
|
"avg_time_3d": 0.00121461,
|
|
"fps": 27.9637
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 1.9966e-05,
|
|
"undistort_time": 3.08065e-05,
|
|
"project_time": 4.2693e-05,
|
|
"match_time": 6.69359e-05,
|
|
"pairs_time": 0.000225352,
|
|
"pair_scoring_time": 0.000321471,
|
|
"grouping_time": 7.91378e-05,
|
|
"full_time": 0.000262508,
|
|
"merge_time": 3.74683e-05,
|
|
"post_time": 1.28934e-05,
|
|
"convert_time": 6.6724e-07,
|
|
"total_time": 0.00110026
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1487,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1463,
|
|
"invalid_preds": 24,
|
|
"missing": 3,
|
|
"invalid_fraction": 0.01614,
|
|
"precision": 0.98386,
|
|
"recall": 0.99795,
|
|
"f1": 0.99086,
|
|
"non_empty": 1487
|
|
},
|
|
"mpjpe": {
|
|
"count": 1463,
|
|
"mean": 0.02658,
|
|
"median": 0.023722,
|
|
"std": 0.010961,
|
|
"sem": 0.000287,
|
|
"min": 0.009035,
|
|
"max": 0.093169,
|
|
"recall-0.025": 0.569577,
|
|
"recall-0.05": 0.93588,
|
|
"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": 0.449805,
|
|
"ap-0.05": 0.908568,
|
|
"ap-0.1": 0.989299,
|
|
"ap-0.15": 0.989299,
|
|
"ap-0.25": 0.989299,
|
|
"ap-0.5": 0.989299
|
|
},
|
|
"nose": {
|
|
"count": 1460,
|
|
"mean": 0.011243,
|
|
"median": 0.009737,
|
|
"std": 0.007524,
|
|
"sem": 0.000197,
|
|
"min": 0.001459,
|
|
"max": 0.075646,
|
|
"recall-0.025": 0.966507,
|
|
"recall-0.05": 0.987697,
|
|
"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": 0.012778,
|
|
"median": 0.010996,
|
|
"std": 0.008226,
|
|
"sem": 0.000215,
|
|
"min": 0.000683,
|
|
"max": 0.076353,
|
|
"recall-0.025": 0.929741,
|
|
"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": 0.014058,
|
|
"median": 0.012356,
|
|
"std": 0.008181,
|
|
"sem": 0.000214,
|
|
"min": 0.000673,
|
|
"max": 0.059549,
|
|
"recall-0.025": 0.895563,
|
|
"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": 0.017935,
|
|
"median": 0.015178,
|
|
"std": 0.011547,
|
|
"sem": 0.000302,
|
|
"min": 0.000283,
|
|
"max": 0.093974,
|
|
"recall-0.025": 0.820478,
|
|
"recall-0.05": 0.976109,
|
|
"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": 0.016612,
|
|
"median": 0.014272,
|
|
"std": 0.014836,
|
|
"sem": 0.000388,
|
|
"min": 0.001724,
|
|
"max": 0.356131,
|
|
"recall-0.025": 0.898154,
|
|
"recall-0.05": 0.973342,
|
|
"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": 0.017899,
|
|
"median": 0.012403,
|
|
"std": 0.01992,
|
|
"sem": 0.000527,
|
|
"min": 0.000958,
|
|
"max": 0.202123,
|
|
"recall-0.025": 0.835425,
|
|
"recall-0.05": 0.960948,
|
|
"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": 0.017106,
|
|
"median": 0.012554,
|
|
"std": 0.018299,
|
|
"sem": 0.00048,
|
|
"min": 0.00081,
|
|
"max": 0.322076,
|
|
"recall-0.025": 0.839286,
|
|
"recall-0.05": 0.964973,
|
|
"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": 0.027569,
|
|
"median": 0.02545,
|
|
"std": 0.014797,
|
|
"sem": 0.000387,
|
|
"min": 0.002651,
|
|
"max": 0.115564,
|
|
"recall-0.025": 0.487372,
|
|
"recall-0.05": 0.934471,
|
|
"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": 0.027379,
|
|
"median": 0.025078,
|
|
"std": 0.0127,
|
|
"sem": 0.000332,
|
|
"min": 0.002507,
|
|
"max": 0.078495,
|
|
"recall-0.025": 0.495907,
|
|
"recall-0.05": 0.94884,
|
|
"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": 0.029378,
|
|
"median": 0.025467,
|
|
"std": 0.017783,
|
|
"sem": 0.000465,
|
|
"min": 0.001698,
|
|
"max": 0.139658,
|
|
"recall-0.025": 0.481911,
|
|
"recall-0.05": 0.895563,
|
|
"recall-0.1": 0.987713,
|
|
"recall-0.15": 0.997952,
|
|
"recall-0.25": 0.997952,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1456,
|
|
"mean": 0.032354,
|
|
"median": 0.027025,
|
|
"std": 0.021554,
|
|
"sem": 0.000565,
|
|
"min": 0.002005,
|
|
"max": 0.212348,
|
|
"recall-0.025": 0.448938,
|
|
"recall-0.05": 0.856751,
|
|
"recall-0.1": 0.977382,
|
|
"recall-0.15": 0.993831,
|
|
"recall-0.25": 0.997944,
|
|
"recall-0.5": 0.997944,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1460,
|
|
"mean": 0.06179,
|
|
"median": 0.036155,
|
|
"std": 0.064037,
|
|
"sem": 0.001676,
|
|
"min": 0.001744,
|
|
"max": 0.389342,
|
|
"recall-0.025": 0.345865,
|
|
"recall-0.05": 0.61244,
|
|
"recall-0.1": 0.807245,
|
|
"recall-0.15": 0.898838,
|
|
"recall-0.25": 0.970608,
|
|
"recall-0.5": 0.997949,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1455,
|
|
"mean": 0.058267,
|
|
"median": 0.031147,
|
|
"std": 0.070656,
|
|
"sem": 0.001853,
|
|
"min": 0.002045,
|
|
"max": 0.432881,
|
|
"recall-0.025": 0.391781,
|
|
"recall-0.05": 0.676712,
|
|
"recall-0.1": 0.84863,
|
|
"recall-0.15": 0.908219,
|
|
"recall-0.25": 0.95274,
|
|
"recall-0.5": 0.996575,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.6792,
|
|
"recall-0.05": 0.90532,
|
|
"recall-0.1": 0.96672,
|
|
"recall-0.15": 0.98183,
|
|
"recall-0.25": 0.992,
|
|
"recall-0.5": 0.99742
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20329,
|
|
"pcp": 0.994375
|
|
}
|
|
```
|
|
|
|
### IkeaAsm
|
|
|
|
(duration 00:01:45)
|
|
```json
|
|
{
|
|
"img_loading": 0.0328805,
|
|
"demosaicing": 0.000660743,
|
|
"avg_time_2d": 0.0086128,
|
|
"avg_time_3d": 0.000211955,
|
|
"fps": 105.424
|
|
}
|
|
{
|
|
"triangulator_calls": 479,
|
|
"init_time": 6.19729e-06,
|
|
"undistort_time": 2.26103e-05,
|
|
"project_time": 1.94758e-05,
|
|
"match_time": 1.21422e-05,
|
|
"pairs_time": 1.86651e-05,
|
|
"pair_scoring_time": 4.65205e-05,
|
|
"grouping_time": 3.41578e-06,
|
|
"full_time": 5.25018e-05,
|
|
"merge_time": 1.27975e-05,
|
|
"post_time": 7.16652e-06,
|
|
"convert_time": 3.34125e-07,
|
|
"total_time": 0.00020218
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 479,
|
|
"total_labels": 479,
|
|
"total_preds": 605,
|
|
"considered_empty": 0,
|
|
"valid_preds": 445,
|
|
"invalid_preds": 160,
|
|
"missing": 34,
|
|
"invalid_fraction": 0.26446,
|
|
"precision": 0.73554,
|
|
"recall": 0.92902,
|
|
"f1": 0.82103,
|
|
"non_empty": 605
|
|
},
|
|
"mpjpe": {
|
|
"count": 445,
|
|
"mean": 0.073079,
|
|
"median": 0.057221,
|
|
"std": 0.049401,
|
|
"sem": 0.002344,
|
|
"min": 0.010537,
|
|
"max": 0.40751,
|
|
"recall-0.025": 0.060543,
|
|
"recall-0.05": 0.415449,
|
|
"recall-0.1": 0.709812,
|
|
"recall-0.15": 0.862213,
|
|
"recall-0.25": 0.91858,
|
|
"recall-0.5": 0.929019,
|
|
"num_labels": 479,
|
|
"ap-0.025": 0.003711,
|
|
"ap-0.05": 0.186821,
|
|
"ap-0.1": 0.481913,
|
|
"ap-0.15": 0.688372,
|
|
"ap-0.25": 0.787079,
|
|
"ap-0.5": 0.804693
|
|
},
|
|
"head": {
|
|
"count": 423,
|
|
"mean": 0.030954,
|
|
"median": 0.027097,
|
|
"std": 0.018622,
|
|
"sem": 0.000907,
|
|
"min": 0.001551,
|
|
"max": 0.19004,
|
|
"recall-0.025": 0.402655,
|
|
"recall-0.05": 0.829646,
|
|
"recall-0.1": 0.929204,
|
|
"recall-0.15": 0.933628,
|
|
"recall-0.25": 0.935841,
|
|
"recall-0.5": 0.935841,
|
|
"num_labels": 452
|
|
},
|
|
"shoulder_left": {
|
|
"count": 422,
|
|
"mean": 0.039937,
|
|
"median": 0.034566,
|
|
"std": 0.020979,
|
|
"sem": 0.001022,
|
|
"min": 0.006067,
|
|
"max": 0.235941,
|
|
"recall-0.025": 0.121145,
|
|
"recall-0.05": 0.764317,
|
|
"recall-0.1": 0.907489,
|
|
"recall-0.15": 0.927313,
|
|
"recall-0.25": 0.929515,
|
|
"recall-0.5": 0.929515,
|
|
"num_labels": 454
|
|
},
|
|
"shoulder_right": {
|
|
"count": 434,
|
|
"mean": 0.028913,
|
|
"median": 0.027358,
|
|
"std": 0.010263,
|
|
"sem": 0.000493,
|
|
"min": 0.007656,
|
|
"max": 0.111923,
|
|
"recall-0.025": 0.353319,
|
|
"recall-0.05": 0.890792,
|
|
"recall-0.1": 0.927195,
|
|
"recall-0.15": 0.929336,
|
|
"recall-0.25": 0.929336,
|
|
"recall-0.5": 0.929336,
|
|
"num_labels": 467
|
|
},
|
|
"elbow_left": {
|
|
"count": 411,
|
|
"mean": 0.029242,
|
|
"median": 0.019957,
|
|
"std": 0.03017,
|
|
"sem": 0.00149,
|
|
"min": 0.002489,
|
|
"max": 0.300522,
|
|
"recall-0.025": 0.592677,
|
|
"recall-0.05": 0.814645,
|
|
"recall-0.1": 0.910755,
|
|
"recall-0.15": 0.929062,
|
|
"recall-0.25": 0.938215,
|
|
"recall-0.5": 0.940503,
|
|
"num_labels": 437
|
|
},
|
|
"elbow_right": {
|
|
"count": 415,
|
|
"mean": 0.024192,
|
|
"median": 0.019024,
|
|
"std": 0.019144,
|
|
"sem": 0.000941,
|
|
"min": 0.001684,
|
|
"max": 0.195188,
|
|
"recall-0.025": 0.634921,
|
|
"recall-0.05": 0.863946,
|
|
"recall-0.1": 0.93424,
|
|
"recall-0.15": 0.938776,
|
|
"recall-0.25": 0.941043,
|
|
"recall-0.5": 0.941043,
|
|
"num_labels": 441
|
|
},
|
|
"wrist_left": {
|
|
"count": 409,
|
|
"mean": 0.028494,
|
|
"median": 0.021807,
|
|
"std": 0.027899,
|
|
"sem": 0.001381,
|
|
"min": 0.001511,
|
|
"max": 0.24217,
|
|
"recall-0.025": 0.557339,
|
|
"recall-0.05": 0.827982,
|
|
"recall-0.1": 0.917431,
|
|
"recall-0.15": 0.926606,
|
|
"recall-0.25": 0.938073,
|
|
"recall-0.5": 0.938073,
|
|
"num_labels": 436
|
|
},
|
|
"wrist_right": {
|
|
"count": 417,
|
|
"mean": 0.024493,
|
|
"median": 0.016978,
|
|
"std": 0.030087,
|
|
"sem": 0.001475,
|
|
"min": 0.002123,
|
|
"max": 0.333467,
|
|
"recall-0.025": 0.672646,
|
|
"recall-0.05": 0.867713,
|
|
"recall-0.1": 0.914798,
|
|
"recall-0.15": 0.921525,
|
|
"recall-0.25": 0.930493,
|
|
"recall-0.5": 0.934978,
|
|
"num_labels": 446
|
|
},
|
|
"hip_left": {
|
|
"count": 298,
|
|
"mean": 0.097459,
|
|
"median": 0.091178,
|
|
"std": 0.032422,
|
|
"sem": 0.001881,
|
|
"min": 0.031901,
|
|
"max": 0.272406,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.022293,
|
|
"recall-0.1": 0.60828,
|
|
"recall-0.15": 0.89172,
|
|
"recall-0.25": 0.94586,
|
|
"recall-0.5": 0.949045,
|
|
"num_labels": 314
|
|
},
|
|
"hip_right": {
|
|
"count": 243,
|
|
"mean": 0.084967,
|
|
"median": 0.080673,
|
|
"std": 0.030932,
|
|
"sem": 0.001988,
|
|
"min": 0.016542,
|
|
"max": 0.293067,
|
|
"recall-0.025": 0.011538,
|
|
"recall-0.05": 0.061538,
|
|
"recall-0.1": 0.75,
|
|
"recall-0.15": 0.9,
|
|
"recall-0.25": 0.926923,
|
|
"recall-0.5": 0.934615,
|
|
"num_labels": 260
|
|
},
|
|
"knee_left": {
|
|
"count": 253,
|
|
"mean": 0.128757,
|
|
"median": 0.091161,
|
|
"std": 0.109717,
|
|
"sem": 0.006912,
|
|
"min": 0.008717,
|
|
"max": 0.495269,
|
|
"recall-0.025": 0.032609,
|
|
"recall-0.05": 0.188406,
|
|
"recall-0.1": 0.492754,
|
|
"recall-0.15": 0.677536,
|
|
"recall-0.25": 0.800725,
|
|
"recall-0.5": 0.916667,
|
|
"num_labels": 276
|
|
},
|
|
"knee_right": {
|
|
"count": 193,
|
|
"mean": 0.113486,
|
|
"median": 0.08182,
|
|
"std": 0.101646,
|
|
"sem": 0.007336,
|
|
"min": 0.011424,
|
|
"max": 0.486616,
|
|
"recall-0.025": 0.04186,
|
|
"recall-0.05": 0.227907,
|
|
"recall-0.1": 0.567442,
|
|
"recall-0.15": 0.739535,
|
|
"recall-0.25": 0.804651,
|
|
"recall-0.5": 0.897674,
|
|
"num_labels": 215
|
|
},
|
|
"ankle_left": {
|
|
"count": 69,
|
|
"mean": 0.328534,
|
|
"median": 0.352124,
|
|
"std": 0.12531,
|
|
"sem": 0.015196,
|
|
"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": 0.522727,
|
|
"num_labels": 132
|
|
},
|
|
"ankle_right": {
|
|
"count": 61,
|
|
"mean": 0.342227,
|
|
"median": 0.384792,
|
|
"std": 0.127749,
|
|
"sem": 0.016492,
|
|
"min": 0.024202,
|
|
"max": 0.490372,
|
|
"recall-0.025": 0.007874,
|
|
"recall-0.05": 0.015748,
|
|
"recall-0.1": 0.055118,
|
|
"recall-0.15": 0.070866,
|
|
"recall-0.25": 0.094488,
|
|
"recall-0.5": 0.480315,
|
|
"num_labels": 127
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4457,
|
|
"recall-0.025": 0.33655,
|
|
"recall-0.05": 0.61566,
|
|
"recall-0.1": 0.79269,
|
|
"recall-0.15": 0.84945,
|
|
"recall-0.25": 0.87009,
|
|
"recall-0.5": 0.90644
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4313,
|
|
"correct_parts": 3815,
|
|
"pcp": 0.884535
|
|
}
|
|
```
|
|
|
|
### CHI3D
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0170386,
|
|
"demosaicing": 0.000514391,
|
|
"avg_time_2d": 0.00996951,
|
|
"avg_time_3d": 0.000289103,
|
|
"fps": 92.8246
|
|
}
|
|
{
|
|
"triangulator_calls": 390,
|
|
"init_time": 9.60543e-06,
|
|
"undistort_time": 3.04322e-05,
|
|
"project_time": 4.60876e-05,
|
|
"match_time": 4.99873e-05,
|
|
"pairs_time": 2.03431e-05,
|
|
"pair_scoring_time": 8.40258e-05,
|
|
"grouping_time": 3.95285e-06,
|
|
"full_time": 6.77413e-05,
|
|
"merge_time": 2.33806e-05,
|
|
"post_time": 8.41048e-06,
|
|
"convert_time": 5.1e-07,
|
|
"total_time": 0.000344759
|
|
}
|
|
{
|
|
"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": 0.06054,
|
|
"median": 0.057505,
|
|
"std": 0.014031,
|
|
"sem": 0.000504,
|
|
"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": 0.002364,
|
|
"ap-0.1": 0.985713,
|
|
"ap-0.15": 0.988264,
|
|
"ap-0.25": 0.996154,
|
|
"ap-0.5": 0.996154
|
|
},
|
|
"head": {
|
|
"count": 777,
|
|
"mean": 0.039949,
|
|
"median": 0.028712,
|
|
"std": 0.048348,
|
|
"sem": 0.001736,
|
|
"min": 0.001819,
|
|
"max": 0.402359,
|
|
"recall-0.025": 0.415385,
|
|
"recall-0.05": 0.837179,
|
|
"recall-0.1": 0.951282,
|
|
"recall-0.15": 0.960256,
|
|
"recall-0.25": 0.976923,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"shoulder_left": {
|
|
"count": 777,
|
|
"mean": 0.0627,
|
|
"median": 0.065403,
|
|
"std": 0.021801,
|
|
"sem": 0.000783,
|
|
"min": 0.009196,
|
|
"max": 0.164778,
|
|
"recall-0.025": 0.017949,
|
|
"recall-0.05": 0.312821,
|
|
"recall-0.1": 0.957692,
|
|
"recall-0.15": 0.99359,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"shoulder_right": {
|
|
"count": 777,
|
|
"mean": 0.066912,
|
|
"median": 0.065144,
|
|
"std": 0.020449,
|
|
"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": 0.057049,
|
|
"median": 0.048031,
|
|
"std": 0.037677,
|
|
"sem": 0.001353,
|
|
"min": 0.016045,
|
|
"max": 0.454836,
|
|
"recall-0.025": 0.017949,
|
|
"recall-0.05": 0.546154,
|
|
"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": 0.063708,
|
|
"median": 0.061964,
|
|
"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": 0.050052,
|
|
"median": 0.044134,
|
|
"std": 0.038713,
|
|
"sem": 0.001393,
|
|
"min": 0.006546,
|
|
"max": 0.446204,
|
|
"recall-0.025": 0.132051,
|
|
"recall-0.05": 0.64359,
|
|
"recall-0.1": 0.941026,
|
|
"recall-0.15": 0.975641,
|
|
"recall-0.25": 0.983333,
|
|
"recall-0.5": 0.991026,
|
|
"num_labels": 780
|
|
},
|
|
"wrist_right": {
|
|
"count": 772,
|
|
"mean": 0.067169,
|
|
"median": 0.064852,
|
|
"std": 0.037307,
|
|
"sem": 0.001344,
|
|
"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": 0.082271,
|
|
"median": 0.08208,
|
|
"std": 0.020015,
|
|
"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": 0.105396,
|
|
"median": 0.103438,
|
|
"std": 0.018351,
|
|
"sem": 0.000659,
|
|
"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": 0.047451,
|
|
"median": 0.04584,
|
|
"std": 0.01934,
|
|
"sem": 0.000694,
|
|
"min": 0.009531,
|
|
"max": 0.19946,
|
|
"recall-0.025": 0.062821,
|
|
"recall-0.05": 0.637179,
|
|
"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": 0.051668,
|
|
"median": 0.049045,
|
|
"std": 0.018581,
|
|
"sem": 0.000667,
|
|
"min": 0.013105,
|
|
"max": 0.129718,
|
|
"recall-0.025": 0.038462,
|
|
"recall-0.05": 0.520513,
|
|
"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": 0.049703,
|
|
"median": 0.046306,
|
|
"std": 0.015838,
|
|
"sem": 0.000569,
|
|
"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": 0.034303,
|
|
"median": 0.030002,
|
|
"std": 0.016004,
|
|
"sem": 0.000575,
|
|
"min": 0.007529,
|
|
"max": 0.174907,
|
|
"recall-0.025": 0.302564,
|
|
"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": 0.0784,
|
|
"recall-0.05": 0.44536,
|
|
"recall-0.1": 0.90276,
|
|
"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
|
|
|
|
(duration 00:01:51)
|
|
```json
|
|
{
|
|
"img_loading": 0.107937,
|
|
"demosaicing": 0.00289745,
|
|
"avg_time_2d": 0.0182237,
|
|
"avg_time_3d": 0.00106003,
|
|
"fps": 45.0833
|
|
}
|
|
{
|
|
"triangulator_calls": 210,
|
|
"init_time": 1.33581e-05,
|
|
"undistort_time": 6.25832e-05,
|
|
"project_time": 0.000175731,
|
|
"match_time": 0.000151574,
|
|
"pairs_time": 8.83208e-05,
|
|
"pair_scoring_time": 0.000224417,
|
|
"grouping_time": 1.57613e-05,
|
|
"full_time": 0.000183733,
|
|
"merge_time": 5.17041e-05,
|
|
"post_time": 1.24756e-05,
|
|
"convert_time": 7.04071e-07,
|
|
"total_time": 0.000980691
|
|
}
|
|
{
|
|
"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": 0.053185,
|
|
"median": 0.049074,
|
|
"std": 0.017681,
|
|
"sem": 0.000705,
|
|
"min": 0.03062,
|
|
"max": 0.139821,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.528571,
|
|
"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": 0.324369,
|
|
"ap-0.1": 0.934088,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 598,
|
|
"mean": 0.040067,
|
|
"median": 0.038061,
|
|
"std": 0.013346,
|
|
"sem": 0.000546,
|
|
"min": 0.012881,
|
|
"max": 0.117843,
|
|
"recall-0.025": 0.100334,
|
|
"recall-0.05": 0.799331,
|
|
"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": 0.059171,
|
|
"median": 0.056525,
|
|
"std": 0.018492,
|
|
"sem": 0.000737,
|
|
"min": 0.019836,
|
|
"max": 0.144121,
|
|
"recall-0.025": 0.014286,
|
|
"recall-0.05": 0.322222,
|
|
"recall-0.1": 0.979365,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"shoulder_right": {
|
|
"count": 630,
|
|
"mean": 0.061345,
|
|
"median": 0.05991,
|
|
"std": 0.019626,
|
|
"sem": 0.000783,
|
|
"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": 0.050453,
|
|
"median": 0.048237,
|
|
"std": 0.020073,
|
|
"sem": 0.0008,
|
|
"min": 0.005516,
|
|
"max": 0.149352,
|
|
"recall-0.025": 0.065079,
|
|
"recall-0.05": 0.561905,
|
|
"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": 0.052078,
|
|
"median": 0.047506,
|
|
"std": 0.028849,
|
|
"sem": 0.001151,
|
|
"min": 0.005325,
|
|
"max": 0.201864,
|
|
"recall-0.025": 0.111288,
|
|
"recall-0.05": 0.580286,
|
|
"recall-0.1": 0.934817,
|
|
"recall-0.15": 0.980922,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"wrist_left": {
|
|
"count": 630,
|
|
"mean": 0.047124,
|
|
"median": 0.041549,
|
|
"std": 0.025942,
|
|
"sem": 0.001034,
|
|
"min": 0.003765,
|
|
"max": 0.218849,
|
|
"recall-0.025": 0.147619,
|
|
"recall-0.05": 0.655556,
|
|
"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": 0.052973,
|
|
"median": 0.048364,
|
|
"std": 0.026005,
|
|
"sem": 0.001041,
|
|
"min": 0.004056,
|
|
"max": 0.223562,
|
|
"recall-0.025": 0.072,
|
|
"recall-0.05": 0.5264,
|
|
"recall-0.1": 0.952,
|
|
"recall-0.15": 0.9936,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 625
|
|
},
|
|
"hip_left": {
|
|
"count": 630,
|
|
"mean": 0.051782,
|
|
"median": 0.049027,
|
|
"std": 0.020872,
|
|
"sem": 0.000832,
|
|
"min": 0.00343,
|
|
"max": 0.144946,
|
|
"recall-0.025": 0.071429,
|
|
"recall-0.05": 0.525397,
|
|
"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": 0.051933,
|
|
"median": 0.049878,
|
|
"std": 0.023516,
|
|
"sem": 0.000938,
|
|
"min": 0.006987,
|
|
"max": 0.129697,
|
|
"recall-0.025": 0.128776,
|
|
"recall-0.05": 0.502385,
|
|
"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": 0.047461,
|
|
"median": 0.035755,
|
|
"std": 0.04563,
|
|
"sem": 0.001822,
|
|
"min": 0.007642,
|
|
"max": 0.367472,
|
|
"recall-0.025": 0.235669,
|
|
"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": 0.054837,
|
|
"median": 0.037744,
|
|
"std": 0.071706,
|
|
"sem": 0.002861,
|
|
"min": 0.003544,
|
|
"max": 0.495805,
|
|
"recall-0.025": 0.222576,
|
|
"recall-0.05": 0.72814,
|
|
"recall-0.1": 0.941176,
|
|
"recall-0.15": 0.952305,
|
|
"recall-0.25": 0.957075,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"ankle_left": {
|
|
"count": 619,
|
|
"mean": 0.057313,
|
|
"median": 0.042518,
|
|
"std": 0.070406,
|
|
"sem": 0.002832,
|
|
"min": 0.007807,
|
|
"max": 0.487696,
|
|
"recall-0.025": 0.090468,
|
|
"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": 0.046851,
|
|
"median": 0.040904,
|
|
"std": 0.044639,
|
|
"sem": 0.001821,
|
|
"min": 0.004454,
|
|
"max": 0.45417,
|
|
"recall-0.025": 0.172026,
|
|
"recall-0.05": 0.688103,
|
|
"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": 0.10985,
|
|
"recall-0.05": 0.58297,
|
|
"recall-0.1": 0.95731,
|
|
"recall-0.15": 0.98352,
|
|
"recall-0.25": 0.98917,
|
|
"recall-0.5": 0.99754
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 8725,
|
|
"correct_parts": 8593,
|
|
"pcp": 0.984871
|
|
}
|
|
```
|
|
|
|
### H3WB
|
|
|
|
##### default joints
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0241738,
|
|
"demosaicing": 0.000598751,
|
|
"avg_time_2d": 0.00840097,
|
|
"avg_time_3d": 0.000298556,
|
|
"fps": 107.547
|
|
}
|
|
{
|
|
"triangulator_calls": 200,
|
|
"init_time": 5.44347e-06,
|
|
"undistort_time": 2.56544e-05,
|
|
"project_time": 2.1495e-08,
|
|
"match_time": 4.73149e-08,
|
|
"pairs_time": 4.53496e-05,
|
|
"pair_scoring_time": 9.76144e-05,
|
|
"grouping_time": 2.12654e-06,
|
|
"full_time": 7.86049e-05,
|
|
"merge_time": 1.99197e-05,
|
|
"post_time": 6.7157e-06,
|
|
"convert_time": 2.87015e-07,
|
|
"total_time": 0.00028211
|
|
}
|
|
{
|
|
"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": 0.0242875,
|
|
"demosaicing": 0.000565693,
|
|
"avg_time_2d": 0.0200602,
|
|
"avg_time_3d": 0.000406404,
|
|
"fps": 47.546
|
|
}
|
|
{
|
|
"triangulator_calls": 200,
|
|
"init_time": 6.87368e-06,
|
|
"undistort_time": 3.54046e-05,
|
|
"project_time": 1.964e-08,
|
|
"match_time": 3.72049e-08,
|
|
"pairs_time": 2.42469e-05,
|
|
"pair_scoring_time": 0.000106503,
|
|
"grouping_time": 2.11631e-06,
|
|
"full_time": 0.00018626,
|
|
"merge_time": 1.72068e-05,
|
|
"post_time": 2.05793e-05,
|
|
"convert_time": 2.3322e-06,
|
|
"total_time": 0.000401904
|
|
}
|
|
{
|
|
"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,
|
|
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"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": 0.322436,
|
|
"demosaicing": 0.0114382,
|
|
"avg_time_2d": 0.0273397,
|
|
"avg_time_3d": 0.000840362,
|
|
"fps": 25.2409
|
|
}
|
|
{
|
|
"triangulator_calls": 100,
|
|
"init_time": 2.92908e-05,
|
|
"undistort_time": 3.17902e-05,
|
|
"project_time": 0.000119464,
|
|
"match_time": 6.89764e-05,
|
|
"pairs_time": 7.34318e-05,
|
|
"pair_scoring_time": 0.000172845,
|
|
"grouping_time": 3.13865e-05,
|
|
"full_time": 0.000169842,
|
|
"merge_time": 4.76841e-05,
|
|
"post_time": 1.98025e-05,
|
|
"convert_time": 1.34098e-06,
|
|
"total_time": 0.000766207
|
|
}
|
|
{
|
|
"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": 0.045059,
|
|
"median": 0.032206,
|
|
"std": 0.040235,
|
|
"sem": 0.002059,
|
|
"min": 0.014962,
|
|
"max": 0.49254,
|
|
"recall-0.025": 0.2075,
|
|
"recall-0.05": 0.745,
|
|
"recall-0.1": 0.89,
|
|
"recall-0.15": 0.925,
|
|
"recall-0.25": 0.955,
|
|
"recall-0.5": 0.9575,
|
|
"num_labels": 400,
|
|
"ap-0.025": 0.053292,
|
|
"ap-0.05": 0.673914,
|
|
"ap-0.1": 0.870518,
|
|
"ap-0.15": 0.910544,
|
|
"ap-0.25": 0.942824,
|
|
"ap-0.5": 0.945653
|
|
},
|
|
"head": {
|
|
"count": 383,
|
|
"mean": 0.04669,
|
|
"median": 0.039093,
|
|
"std": 0.043384,
|
|
"sem": 0.00222,
|
|
"min": 0.004429,
|
|
"max": 0.496854,
|
|
"recall-0.025": 0.22,
|
|
"recall-0.05": 0.6625,
|
|
"recall-0.1": 0.9175,
|
|
"recall-0.15": 0.94,
|
|
"recall-0.25": 0.9475,
|
|
"recall-0.5": 0.9575,
|
|
"num_labels": 400
|
|
},
|
|
"shoulder_left": {
|
|
"count": 382,
|
|
"mean": 0.038926,
|
|
"median": 0.031568,
|
|
"std": 0.036384,
|
|
"sem": 0.001864,
|
|
"min": 0.002686,
|
|
"max": 0.491978,
|
|
"recall-0.025": 0.33,
|
|
"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": 0.038851,
|
|
"median": 0.031731,
|
|
"std": 0.03259,
|
|
"sem": 0.00167,
|
|
"min": 0.003622,
|
|
"max": 0.353912,
|
|
"recall-0.025": 0.265,
|
|
"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": 0.029456,
|
|
"median": 0.024911,
|
|
"std": 0.022287,
|
|
"sem": 0.001142,
|
|
"min": 0.003534,
|
|
"max": 0.178979,
|
|
"recall-0.025": 0.4825,
|
|
"recall-0.05": 0.87,
|
|
"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": 0.038299,
|
|
"median": 0.029516,
|
|
"std": 0.035458,
|
|
"sem": 0.001817,
|
|
"min": 0.004949,
|
|
"max": 0.365058,
|
|
"recall-0.025": 0.3575,
|
|
"recall-0.05": 0.7875,
|
|
"recall-0.1": 0.9125,
|
|
"recall-0.15": 0.94,
|
|
"recall-0.25": 0.95,
|
|
"recall-0.5": 0.955,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_left": {
|
|
"count": 383,
|
|
"mean": 0.038004,
|
|
"median": 0.027045,
|
|
"std": 0.043982,
|
|
"sem": 0.00225,
|
|
"min": 0.001687,
|
|
"max": 0.459502,
|
|
"recall-0.025": 0.44,
|
|
"recall-0.05": 0.7925,
|
|
"recall-0.1": 0.91,
|
|
"recall-0.15": 0.935,
|
|
"recall-0.25": 0.945,
|
|
"recall-0.5": 0.9575,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_right": {
|
|
"count": 380,
|
|
"mean": 0.039264,
|
|
"median": 0.026997,
|
|
"std": 0.040802,
|
|
"sem": 0.002096,
|
|
"min": 0.001539,
|
|
"max": 0.262235,
|
|
"recall-0.025": 0.4375,
|
|
"recall-0.05": 0.75,
|
|
"recall-0.1": 0.8825,
|
|
"recall-0.15": 0.9225,
|
|
"recall-0.25": 0.9425,
|
|
"recall-0.5": 0.95,
|
|
"num_labels": 400
|
|
},
|
|
"hip_left": {
|
|
"count": 382,
|
|
"mean": 0.048329,
|
|
"median": 0.039895,
|
|
"std": 0.035343,
|
|
"sem": 0.001811,
|
|
"min": 0.004834,
|
|
"max": 0.345707,
|
|
"recall-0.025": 0.245,
|
|
"recall-0.05": 0.6275,
|
|
"recall-0.1": 0.9,
|
|
"recall-0.15": 0.94,
|
|
"recall-0.25": 0.95,
|
|
"recall-0.5": 0.955,
|
|
"num_labels": 400
|
|
},
|
|
"hip_right": {
|
|
"count": 383,
|
|
"mean": 0.050046,
|
|
"median": 0.038937,
|
|
"std": 0.039118,
|
|
"sem": 0.002001,
|
|
"min": 0.002488,
|
|
"max": 0.247876,
|
|
"recall-0.025": 0.2325,
|
|
"recall-0.05": 0.625,
|
|
"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": 0.036009,
|
|
"median": 0.024787,
|
|
"std": 0.048742,
|
|
"sem": 0.002504,
|
|
"min": 0.003168,
|
|
"max": 0.470723,
|
|
"recall-0.025": 0.4825,
|
|
"recall-0.05": 0.83,
|
|
"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": 0.041112,
|
|
"median": 0.024873,
|
|
"std": 0.070198,
|
|
"sem": 0.003606,
|
|
"min": 0.002593,
|
|
"max": 0.472539,
|
|
"recall-0.025": 0.4775,
|
|
"recall-0.05": 0.8175,
|
|
"recall-0.1": 0.9075,
|
|
"recall-0.15": 0.9175,
|
|
"recall-0.25": 0.92,
|
|
"recall-0.5": 0.95,
|
|
"num_labels": 400
|
|
},
|
|
"ankle_left": {
|
|
"count": 379,
|
|
"mean": 0.035253,
|
|
"median": 0.02576,
|
|
"std": 0.044817,
|
|
"sem": 0.002305,
|
|
"min": 0.002248,
|
|
"max": 0.447605,
|
|
"recall-0.025": 0.4525,
|
|
"recall-0.05": 0.8,
|
|
"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": 364,
|
|
"mean": 0.044114,
|
|
"median": 0.029508,
|
|
"std": 0.046064,
|
|
"sem": 0.002418,
|
|
"min": 0.002424,
|
|
"max": 0.430254,
|
|
"recall-0.025": 0.3825,
|
|
"recall-0.05": 0.6575,
|
|
"recall-0.1": 0.8375,
|
|
"recall-0.15": 0.8825,
|
|
"recall-0.25": 0.905,
|
|
"recall-0.5": 0.91,
|
|
"num_labels": 400
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 5200,
|
|
"recall-0.025": 0.36962,
|
|
"recall-0.05": 0.75,
|
|
"recall-0.1": 0.90288,
|
|
"recall-0.15": 0.92962,
|
|
"recall-0.25": 0.94154,
|
|
"recall-0.5": 0.95038
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5600,
|
|
"correct_parts": 5224,
|
|
"pcp": 0.932857
|
|
}
|
|
```
|
|
|
|
##### legoassemble
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.279166,
|
|
"demosaicing": 0.0110557,
|
|
"avg_time_2d": 0.0239883,
|
|
"avg_time_3d": 0.000582434,
|
|
"fps": 28.069
|
|
}
|
|
{
|
|
"triangulator_calls": 121,
|
|
"init_time": 2.53406e-05,
|
|
"undistort_time": 2.84069e-05,
|
|
"project_time": 3.72275e-05,
|
|
"match_time": 2.97882e-05,
|
|
"pairs_time": 5.35542e-05,
|
|
"pair_scoring_time": 0.000158358,
|
|
"grouping_time": 2.31118e-05,
|
|
"full_time": 0.000170573,
|
|
"merge_time": 2.5659e-05,
|
|
"post_time": 1.20547e-05,
|
|
"convert_time": 6.28463e-07,
|
|
"total_time": 0.000564992
|
|
}
|
|
{
|
|
"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": 0.025748,
|
|
"median": 0.024967,
|
|
"std": 0.007279,
|
|
"sem": 0.000383,
|
|
"min": 0.011333,
|
|
"max": 0.051735,
|
|
"recall-0.025": 0.504132,
|
|
"recall-0.05": 0.99449,
|
|
"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": 0.271957,
|
|
"ap-0.05": 0.993003,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 363,
|
|
"mean": 0.028106,
|
|
"median": 0.022721,
|
|
"std": 0.017761,
|
|
"sem": 0.000934,
|
|
"min": 0.00109,
|
|
"max": 0.112785,
|
|
"recall-0.025": 0.548209,
|
|
"recall-0.05": 0.884298,
|
|
"recall-0.1": 0.997245,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"shoulder_left": {
|
|
"count": 363,
|
|
"mean": 0.027313,
|
|
"median": 0.02188,
|
|
"std": 0.02125,
|
|
"sem": 0.001117,
|
|
"min": 0.002899,
|
|
"max": 0.151257,
|
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"recall-0.05": 0.892562,
|
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"recall-0.1": 0.975207,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"shoulder_right": {
|
|
"count": 363,
|
|
"mean": 0.023346,
|
|
"median": 0.021166,
|
|
"std": 0.012795,
|
|
"sem": 0.000672,
|
|
"min": 0.003682,
|
|
"max": 0.101851,
|
|
"recall-0.025": 0.61157,
|
|
"recall-0.05": 0.955923,
|
|
"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": 0.022274,
|
|
"median": 0.019473,
|
|
"std": 0.014908,
|
|
"sem": 0.000784,
|
|
"min": 0.001441,
|
|
"max": 0.194618,
|
|
"recall-0.025": 0.694215,
|
|
"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": 0.018591,
|
|
"median": 0.016646,
|
|
"std": 0.010253,
|
|
"sem": 0.000539,
|
|
"min": 0.001046,
|
|
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|
|
"recall-0.025": 0.801653,
|
|
"recall-0.05": 0.988981,
|
|
"recall-0.1": 1.0,
|
|
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|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"wrist_left": {
|
|
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|
|
"mean": 0.023541,
|
|
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|
|
"std": 0.018375,
|
|
"sem": 0.000966,
|
|
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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-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"wrist_right": {
|
|
"count": 363,
|
|
"mean": 0.019614,
|
|
"median": 0.01774,
|
|
"std": 0.011224,
|
|
"sem": 0.00059,
|
|
"min": 0.002333,
|
|
"max": 0.076342,
|
|
"recall-0.025": 0.763085,
|
|
"recall-0.05": 0.977961,
|
|
"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": 0.031137,
|
|
"median": 0.026379,
|
|
"std": 0.017131,
|
|
"sem": 0.0009,
|
|
"min": 0.00582,
|
|
"max": 0.117111,
|
|
"recall-0.025": 0.443526,
|
|
"recall-0.05": 0.859504,
|
|
"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": 0.031253,
|
|
"median": 0.028754,
|
|
"std": 0.016797,
|
|
"sem": 0.000883,
|
|
"min": 0.003451,
|
|
"max": 0.138183,
|
|
"recall-0.025": 0.38292,
|
|
"recall-0.05": 0.898072,
|
|
"recall-0.1": 0.99449,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"knee_left": {
|
|
"count": 363,
|
|
"mean": 0.028269,
|
|
"median": 0.020833,
|
|
"std": 0.023145,
|
|
"sem": 0.001216,
|
|
"min": 0.001686,
|
|
"max": 0.127237,
|
|
"recall-0.025": 0.62259,
|
|
"recall-0.05": 0.859504,
|
|
"recall-0.1": 0.983471,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"knee_right": {
|
|
"count": 363,
|
|
"mean": 0.023653,
|
|
"median": 0.020646,
|
|
"std": 0.013375,
|
|
"sem": 0.000703,
|
|
"min": 0.001969,
|
|
"max": 0.066531,
|
|
"recall-0.025": 0.600551,
|
|
"recall-0.05": 0.944904,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"ankle_left": {
|
|
"count": 363,
|
|
"mean": 0.028221,
|
|
"median": 0.021538,
|
|
"std": 0.022721,
|
|
"sem": 0.001194,
|
|
"min": 0.002656,
|
|
"max": 0.178927,
|
|
"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": {
|
|
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|
|
"mean": 0.029404,
|
|
"median": 0.022095,
|
|
"std": 0.02712,
|
|
"sem": 0.001425,
|
|
"min": 0.002482,
|
|
"max": 0.263543,
|
|
"recall-0.025": 0.584022,
|
|
"recall-0.05": 0.865014,
|
|
"recall-0.1": 0.969697,
|
|
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|
|
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|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4719,
|
|
"recall-0.025": 0.60521,
|
|
"recall-0.05": 0.91566,
|
|
"recall-0.1": 0.98962,
|
|
"recall-0.15": 0.99746,
|
|
"recall-0.25": 0.99958,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5082,
|
|
"correct_parts": 5081,
|
|
"pcp": 0.999803
|
|
}
|
|
```
|
|
|
|
##### fencing
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.307762,
|
|
"demosaicing": 0.0125097,
|
|
"avg_time_2d": 0.0288241,
|
|
"avg_time_3d": 0.00101534,
|
|
"fps": 23.6132
|
|
}
|
|
{
|
|
"triangulator_calls": 166,
|
|
"init_time": 3.00134e-05,
|
|
"undistort_time": 4.61263e-05,
|
|
"project_time": 8.32134e-05,
|
|
"match_time": 9.79454e-05,
|
|
"pairs_time": 0.000195891,
|
|
"pair_scoring_time": 0.00031973,
|
|
"grouping_time": 4.78279e-05,
|
|
"full_time": 0.000304452,
|
|
"merge_time": 6.40648e-05,
|
|
"post_time": 1.52657e-05,
|
|
"convert_time": 9.29356e-07,
|
|
"total_time": 0.0012058
|
|
}
|
|
{
|
|
"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": 0.34711,
|
|
"ap-0.05": 0.631175,
|
|
"ap-0.1": 0.658365,
|
|
"ap-0.15": 0.658365,
|
|
"ap-0.25": 0.658365,
|
|
"ap-0.5": 0.658365
|
|
},
|
|
"head": {
|
|
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|
|
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|
|
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|
|
"std": 0.020337,
|
|
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|
|
"min": 0.003075,
|
|
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|
|
"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": 0.310042,
|
|
"demosaicing": 0.0114592,
|
|
"avg_time_2d": 0.0280557,
|
|
"avg_time_3d": 0.00132565,
|
|
"fps": 24.4854
|
|
}
|
|
{
|
|
"triangulator_calls": 110,
|
|
"init_time": 4.06453e-05,
|
|
"undistort_time": 5.08205e-05,
|
|
"project_time": 0.000184523,
|
|
"match_time": 0.000130972,
|
|
"pairs_time": 9.69983e-05,
|
|
"pair_scoring_time": 0.000311034,
|
|
"grouping_time": 6.6782e-05,
|
|
"full_time": 0.00035731,
|
|
"merge_time": 2.62067e-05,
|
|
"post_time": 1.57595e-05,
|
|
"convert_time": 1.02545e-06,
|
|
"total_time": 0.00128239
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 110,
|
|
"total_labels": 330,
|
|
"total_preds": 460,
|
|
"considered_empty": 0,
|
|
"valid_preds": 330,
|
|
"invalid_preds": 130,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.28261,
|
|
"precision": 0.71739,
|
|
"recall": 1.0,
|
|
"f1": 0.83544,
|
|
"non_empty": 460
|
|
},
|
|
"mpjpe": {
|
|
"count": 330,
|
|
"mean": 0.041756,
|
|
"median": 0.037781,
|
|
"std": 0.015726,
|
|
"sem": 0.000867,
|
|
"min": 0.018151,
|
|
"max": 0.105601,
|
|
"recall-0.025": 0.084848,
|
|
"recall-0.05": 0.736364,
|
|
"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": 0.012179,
|
|
"ap-0.05": 0.464279,
|
|
"ap-0.1": 0.725222,
|
|
"ap-0.15": 0.729469,
|
|
"ap-0.25": 0.729469,
|
|
"ap-0.5": 0.729469
|
|
},
|
|
"head": {
|
|
"count": 330,
|
|
"mean": 0.04881,
|
|
"median": 0.042396,
|
|
"std": 0.026214,
|
|
"sem": 0.001445,
|
|
"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": 0.047089,
|
|
"median": 0.043291,
|
|
"std": 0.024651,
|
|
"sem": 0.001359,
|
|
"min": 0.005014,
|
|
"max": 0.163803,
|
|
"recall-0.025": 0.148485,
|
|
"recall-0.05": 0.624242,
|
|
"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": 0.042653,
|
|
"median": 0.038335,
|
|
"std": 0.023576,
|
|
"sem": 0.0013,
|
|
"min": 0.004333,
|
|
"max": 0.121127,
|
|
"recall-0.025": 0.224242,
|
|
"recall-0.05": 0.736364,
|
|
"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": 0.045764,
|
|
"median": 0.039045,
|
|
"std": 0.028366,
|
|
"sem": 0.001564,
|
|
"min": 0.003574,
|
|
"max": 0.172573,
|
|
"recall-0.025": 0.236364,
|
|
"recall-0.05": 0.651515,
|
|
"recall-0.1": 0.942424,
|
|
"recall-0.15": 0.993939,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"elbow_right": {
|
|
"count": 330,
|
|
"mean": 0.044012,
|
|
"median": 0.037702,
|
|
"std": 0.029141,
|
|
"sem": 0.001607,
|
|
"min": 0.0023,
|
|
"max": 0.253243,
|
|
"recall-0.025": 0.257576,
|
|
"recall-0.05": 0.693939,
|
|
"recall-0.1": 0.954545,
|
|
"recall-0.15": 0.990909,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"wrist_left": {
|
|
"count": 330,
|
|
"mean": 0.049407,
|
|
"median": 0.040361,
|
|
"std": 0.040458,
|
|
"sem": 0.002231,
|
|
"min": 0.004113,
|
|
"max": 0.381264,
|
|
"recall-0.025": 0.221212,
|
|
"recall-0.05": 0.615152,
|
|
"recall-0.1": 0.936364,
|
|
"recall-0.15": 0.978788,
|
|
"recall-0.25": 0.993939,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"wrist_right": {
|
|
"count": 330,
|
|
"mean": 0.050442,
|
|
"median": 0.041114,
|
|
"std": 0.035329,
|
|
"sem": 0.001948,
|
|
"min": 0.006287,
|
|
"max": 0.300814,
|
|
"recall-0.025": 0.2,
|
|
"recall-0.05": 0.642424,
|
|
"recall-0.1": 0.921212,
|
|
"recall-0.15": 0.987879,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"hip_left": {
|
|
"count": 330,
|
|
"mean": 0.04341,
|
|
"median": 0.040099,
|
|
"std": 0.022635,
|
|
"sem": 0.001248,
|
|
"min": 0.004039,
|
|
"max": 0.143194,
|
|
"recall-0.025": 0.206061,
|
|
"recall-0.05": 0.675758,
|
|
"recall-0.1": 0.981818,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"hip_right": {
|
|
"count": 330,
|
|
"mean": 0.041402,
|
|
"median": 0.038667,
|
|
"std": 0.022462,
|
|
"sem": 0.001238,
|
|
"min": 0.002049,
|
|
"max": 0.143942,
|
|
"recall-0.025": 0.254545,
|
|
"recall-0.05": 0.666667,
|
|
"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": 0.033504,
|
|
"median": 0.029804,
|
|
"std": 0.020262,
|
|
"sem": 0.001117,
|
|
"min": 0.002201,
|
|
"max": 0.120402,
|
|
"recall-0.025": 0.412121,
|
|
"recall-0.05": 0.806061,
|
|
"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": 0.034302,
|
|
"median": 0.028812,
|
|
"std": 0.020881,
|
|
"sem": 0.001151,
|
|
"min": 0.000919,
|
|
"max": 0.142352,
|
|
"recall-0.025": 0.412121,
|
|
"recall-0.05": 0.793939,
|
|
"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": 0.031654,
|
|
"median": 0.025661,
|
|
"std": 0.023702,
|
|
"sem": 0.001307,
|
|
"min": 0.002151,
|
|
"max": 0.165744,
|
|
"recall-0.025": 0.490909,
|
|
"recall-0.05": 0.833333,
|
|
"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": 0.030374,
|
|
"median": 0.025591,
|
|
"std": 0.01959,
|
|
"sem": 0.00108,
|
|
"min": 0.001198,
|
|
"max": 0.121823,
|
|
"recall-0.025": 0.493939,
|
|
"recall-0.05": 0.854545,
|
|
"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": 0.28345,
|
|
"recall-0.05": 0.70676,
|
|
"recall-0.1": 0.96131,
|
|
"recall-0.15": 0.99534,
|
|
"recall-0.25": 0.99883,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4620,
|
|
"correct_parts": 4598,
|
|
"pcp": 0.995238
|
|
}
|
|
```
|
|
|
|
##### volleyball
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.470551,
|
|
"demosaicing": 0.0182303,
|
|
"avg_time_2d": 0.0511334,
|
|
"avg_time_3d": 0.00225534,
|
|
"fps": 13.9628
|
|
}
|
|
{
|
|
"triangulator_calls": 121,
|
|
"init_time": 6.60406e-05,
|
|
"undistort_time": 8.67292e-05,
|
|
"project_time": 0.000169087,
|
|
"match_time": 6.39517e-05,
|
|
"pairs_time": 0.000255587,
|
|
"pair_scoring_time": 0.000614751,
|
|
"grouping_time": 0.000452075,
|
|
"full_time": 0.000508112,
|
|
"merge_time": 0.000133889,
|
|
"post_time": 1.68345e-05,
|
|
"convert_time": 1.07164e-06,
|
|
"total_time": 0.00236848
|
|
}
|
|
{
|
|
"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": 0.030531,
|
|
"median": 0.028538,
|
|
"std": 0.010204,
|
|
"sem": 0.000466,
|
|
"min": 0.014079,
|
|
"max": 0.07436,
|
|
"recall-0.025": 0.338843,
|
|
"recall-0.05": 0.942149,
|
|
"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": 0.121175,
|
|
"ap-0.05": 0.888757,
|
|
"ap-0.1": 0.980232,
|
|
"ap-0.15": 0.980232,
|
|
"ap-0.25": 0.980232,
|
|
"ap-0.5": 0.980232
|
|
},
|
|
"head": {
|
|
"count": 480,
|
|
"mean": 0.030784,
|
|
"median": 0.025799,
|
|
"std": 0.018881,
|
|
"sem": 0.000863,
|
|
"min": 0.002447,
|
|
"max": 0.160585,
|
|
"recall-0.025": 0.479339,
|
|
"recall-0.05": 0.826446,
|
|
"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": 0.030642,
|
|
"median": 0.026146,
|
|
"std": 0.017398,
|
|
"sem": 0.000795,
|
|
"min": 0.005348,
|
|
"max": 0.1055,
|
|
"recall-0.025": 0.458678,
|
|
"recall-0.05": 0.853306,
|
|
"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": 0.030974,
|
|
"median": 0.025777,
|
|
"std": 0.01967,
|
|
"sem": 0.000899,
|
|
"min": 0.001719,
|
|
"max": 0.133444,
|
|
"recall-0.025": 0.452479,
|
|
"recall-0.05": 0.859504,
|
|
"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": 0.032378,
|
|
"median": 0.028165,
|
|
"std": 0.020173,
|
|
"sem": 0.000922,
|
|
"min": 0.003275,
|
|
"max": 0.188895,
|
|
"recall-0.025": 0.415289,
|
|
"recall-0.05": 0.842975,
|
|
"recall-0.1": 0.981405,
|
|
"recall-0.15": 0.989669,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"elbow_right": {
|
|
"count": 480,
|
|
"mean": 0.033488,
|
|
"median": 0.027196,
|
|
"std": 0.024715,
|
|
"sem": 0.001129,
|
|
"min": 0.001778,
|
|
"max": 0.202641,
|
|
"recall-0.025": 0.452479,
|
|
"recall-0.05": 0.834711,
|
|
"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": 0.038308,
|
|
"median": 0.032244,
|
|
"std": 0.027997,
|
|
"sem": 0.001279,
|
|
"min": 0.002366,
|
|
"max": 0.238722,
|
|
"recall-0.025": 0.342975,
|
|
"recall-0.05": 0.778926,
|
|
"recall-0.1": 0.956612,
|
|
"recall-0.15": 0.983471,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"wrist_right": {
|
|
"count": 480,
|
|
"mean": 0.03765,
|
|
"median": 0.029737,
|
|
"std": 0.029608,
|
|
"sem": 0.001353,
|
|
"min": 0.00269,
|
|
"max": 0.281444,
|
|
"recall-0.025": 0.367769,
|
|
"recall-0.05": 0.793388,
|
|
"recall-0.1": 0.956612,
|
|
"recall-0.15": 0.983471,
|
|
"recall-0.25": 0.989669,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"hip_left": {
|
|
"count": 480,
|
|
"mean": 0.036486,
|
|
"median": 0.034047,
|
|
"std": 0.01762,
|
|
"sem": 0.000805,
|
|
"min": 0.004045,
|
|
"max": 0.118765,
|
|
"recall-0.025": 0.270661,
|
|
"recall-0.05": 0.807851,
|
|
"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": 0.037971,
|
|
"median": 0.031497,
|
|
"std": 0.022831,
|
|
"sem": 0.001043,
|
|
"min": 0.005271,
|
|
"max": 0.13518,
|
|
"recall-0.025": 0.301653,
|
|
"recall-0.05": 0.760331,
|
|
"recall-0.1": 0.96281,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"knee_left": {
|
|
"count": 480,
|
|
"mean": 0.021157,
|
|
"median": 0.017603,
|
|
"std": 0.014151,
|
|
"sem": 0.000647,
|
|
"min": 0.003114,
|
|
"max": 0.162904,
|
|
"recall-0.025": 0.706612,
|
|
"recall-0.05": 0.952479,
|
|
"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": 0.023927,
|
|
"median": 0.020031,
|
|
"std": 0.015451,
|
|
"sem": 0.000706,
|
|
"min": 0.002024,
|
|
"max": 0.095613,
|
|
"recall-0.025": 0.636364,
|
|
"recall-0.05": 0.917355,
|
|
"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": 0.020877,
|
|
"median": 0.017295,
|
|
"std": 0.013578,
|
|
"sem": 0.00062,
|
|
"min": 0.00154,
|
|
"max": 0.114176,
|
|
"recall-0.025": 0.731405,
|
|
"recall-0.05": 0.952479,
|
|
"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": 0.02226,
|
|
"median": 0.01806,
|
|
"std": 0.0139,
|
|
"sem": 0.000635,
|
|
"min": 0.00183,
|
|
"max": 0.09663,
|
|
"recall-0.025": 0.688017,
|
|
"recall-0.05": 0.933884,
|
|
"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": 0.48411,
|
|
"recall-0.05": 0.85346,
|
|
"recall-0.1": 0.97807,
|
|
"recall-0.15": 0.98872,
|
|
"recall-0.25": 0.99142,
|
|
"recall-0.5": 0.99174
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6776,
|
|
"correct_parts": 6713,
|
|
"pcp": 0.990702
|
|
}
|
|
```
|
|
|
|
##### badminton
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.45185,
|
|
"demosaicing": 0.0179964,
|
|
"avg_time_2d": 0.0438015,
|
|
"avg_time_3d": 0.00138972,
|
|
"fps": 15.8259
|
|
}
|
|
{
|
|
"triangulator_calls": 183,
|
|
"init_time": 3.05519e-05,
|
|
"undistort_time": 6.62464e-05,
|
|
"project_time": 0.000129859,
|
|
"match_time": 7.89255e-05,
|
|
"pairs_time": 0.000176767,
|
|
"pair_scoring_time": 0.000370525,
|
|
"grouping_time": 0.000106381,
|
|
"full_time": 0.000359018,
|
|
"merge_time": 4.50007e-05,
|
|
"post_time": 1.55241e-05,
|
|
"convert_time": 9.33995e-07,
|
|
"total_time": 0.00138012
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 183,
|
|
"total_labels": 732,
|
|
"total_preds": 741,
|
|
"considered_empty": 0,
|
|
"valid_preds": 732,
|
|
"invalid_preds": 9,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.01215,
|
|
"precision": 0.98785,
|
|
"recall": 1.0,
|
|
"f1": 0.99389,
|
|
"non_empty": 741
|
|
},
|
|
"mpjpe": {
|
|
"count": 732,
|
|
"mean": 0.025834,
|
|
"median": 0.024787,
|
|
"std": 0.007706,
|
|
"sem": 0.000285,
|
|
"min": 0.010553,
|
|
"max": 0.061606,
|
|
"recall-0.025": 0.51776,
|
|
"recall-0.05": 0.986339,
|
|
"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": 0.297563,
|
|
"ap-0.05": 0.978242,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 732,
|
|
"mean": 0.029346,
|
|
"median": 0.023695,
|
|
"std": 0.02245,
|
|
"sem": 0.00083,
|
|
"min": 0.002001,
|
|
"max": 0.276029,
|
|
"recall-0.025": 0.534153,
|
|
"recall-0.05": 0.89071,
|
|
"recall-0.1": 0.98224,
|
|
"recall-0.15": 0.995902,
|
|
"recall-0.25": 0.998634,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"shoulder_left": {
|
|
"count": 732,
|
|
"mean": 0.0334,
|
|
"median": 0.027904,
|
|
"std": 0.021085,
|
|
"sem": 0.00078,
|
|
"min": 0.002135,
|
|
"max": 0.151673,
|
|
"recall-0.025": 0.40847,
|
|
"recall-0.05": 0.840164,
|
|
"recall-0.1": 0.980874,
|
|
"recall-0.15": 0.998634,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"shoulder_right": {
|
|
"count": 732,
|
|
"mean": 0.028905,
|
|
"median": 0.02402,
|
|
"std": 0.019353,
|
|
"sem": 0.000716,
|
|
"min": 0.001565,
|
|
"max": 0.21064,
|
|
"recall-0.025": 0.530055,
|
|
"recall-0.05": 0.879781,
|
|
"recall-0.1": 0.993169,
|
|
"recall-0.15": 0.997268,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"elbow_left": {
|
|
"count": 732,
|
|
"mean": 0.026036,
|
|
"median": 0.021853,
|
|
"std": 0.016745,
|
|
"sem": 0.000619,
|
|
"min": 0.003136,
|
|
"max": 0.131803,
|
|
"recall-0.025": 0.587432,
|
|
"recall-0.05": 0.92623,
|
|
"recall-0.1": 0.994536,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"elbow_right": {
|
|
"count": 732,
|
|
"mean": 0.0247,
|
|
"median": 0.020287,
|
|
"std": 0.01663,
|
|
"sem": 0.000615,
|
|
"min": 0.002491,
|
|
"max": 0.124541,
|
|
"recall-0.025": 0.636612,
|
|
"recall-0.05": 0.918033,
|
|
"recall-0.1": 0.995902,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"wrist_left": {
|
|
"count": 732,
|
|
"mean": 0.028862,
|
|
"median": 0.024661,
|
|
"std": 0.02091,
|
|
"sem": 0.000773,
|
|
"min": 0.000613,
|
|
"max": 0.156297,
|
|
"recall-0.025": 0.508197,
|
|
"recall-0.05": 0.889344,
|
|
"recall-0.1": 0.980874,
|
|
"recall-0.15": 0.998634,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"wrist_right": {
|
|
"count": 732,
|
|
"mean": 0.02938,
|
|
"median": 0.024603,
|
|
"std": 0.020468,
|
|
"sem": 0.000757,
|
|
"min": 0.001878,
|
|
"max": 0.212174,
|
|
"recall-0.025": 0.519126,
|
|
"recall-0.05": 0.892077,
|
|
"recall-0.1": 0.987705,
|
|
"recall-0.15": 0.997268,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"hip_left": {
|
|
"count": 732,
|
|
"mean": 0.028224,
|
|
"median": 0.02631,
|
|
"std": 0.013739,
|
|
"sem": 0.000508,
|
|
"min": 0.002258,
|
|
"max": 0.086422,
|
|
"recall-0.025": 0.461749,
|
|
"recall-0.05": 0.934426,
|
|
"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": 0.026554,
|
|
"median": 0.024133,
|
|
"std": 0.013241,
|
|
"sem": 0.00049,
|
|
"min": 0.003729,
|
|
"max": 0.114396,
|
|
"recall-0.025": 0.519126,
|
|
"recall-0.05": 0.945355,
|
|
"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": 0.018272,
|
|
"median": 0.017307,
|
|
"std": 0.008773,
|
|
"sem": 0.000324,
|
|
"min": 0.002049,
|
|
"max": 0.079882,
|
|
"recall-0.025": 0.842896,
|
|
"recall-0.05": 0.991803,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"knee_right": {
|
|
"count": 732,
|
|
"mean": 0.021034,
|
|
"median": 0.019248,
|
|
"std": 0.011079,
|
|
"sem": 0.00041,
|
|
"min": 0.002033,
|
|
"max": 0.094701,
|
|
"recall-0.025": 0.718579,
|
|
"recall-0.05": 0.978142,
|
|
"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": 0.019972,
|
|
"median": 0.018035,
|
|
"std": 0.011087,
|
|
"sem": 0.00041,
|
|
"min": 0.001218,
|
|
"max": 0.091512,
|
|
"recall-0.025": 0.75,
|
|
"recall-0.05": 0.976776,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"ankle_right": {
|
|
"count": 732,
|
|
"mean": 0.021152,
|
|
"median": 0.019309,
|
|
"std": 0.011086,
|
|
"sem": 0.00041,
|
|
"min": 0.00222,
|
|
"max": 0.113657,
|
|
"recall-0.025": 0.715847,
|
|
"recall-0.05": 0.980874,
|
|
"recall-0.1": 0.998634,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 9516,
|
|
"recall-0.025": 0.59437,
|
|
"recall-0.05": 0.9256,
|
|
"recall-0.1": 0.99285,
|
|
"recall-0.15": 0.99905,
|
|
"recall-0.25": 0.99989,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10248,
|
|
"correct_parts": 10240,
|
|
"pcp": 0.999219
|
|
}
|
|
```
|
|
|
|
##### tennis
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.687391,
|
|
"demosaicing": 0.0269829,
|
|
"avg_time_2d": 0.0513874,
|
|
"avg_time_3d": 0.00131291,
|
|
"fps": 12.5497
|
|
}
|
|
{
|
|
"triangulator_calls": 181,
|
|
"init_time": 3.40193e-05,
|
|
"undistort_time": 5.29402e-05,
|
|
"project_time": 9.04501e-05,
|
|
"match_time": 6.02836e-05,
|
|
"pairs_time": 0.000114971,
|
|
"pair_scoring_time": 0.000333821,
|
|
"grouping_time": 0.000102959,
|
|
"full_time": 0.000311848,
|
|
"merge_time": 6.17053e-05,
|
|
"post_time": 1.26922e-05,
|
|
"convert_time": 6.59204e-07,
|
|
"total_time": 0.00117672
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 181,
|
|
"total_labels": 362,
|
|
"total_preds": 362,
|
|
"considered_empty": 0,
|
|
"valid_preds": 362,
|
|
"invalid_preds": 0,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 1.0,
|
|
"f1": 1.0,
|
|
"non_empty": 362
|
|
},
|
|
"mpjpe": {
|
|
"count": 362,
|
|
"mean": 0.023214,
|
|
"median": 0.022079,
|
|
"std": 0.009661,
|
|
"sem": 0.000508,
|
|
"min": 0.011945,
|
|
"max": 0.128141,
|
|
"recall-0.025": 0.71547,
|
|
"recall-0.05": 0.986188,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362,
|
|
"ap-0.025": 0.60865,
|
|
"ap-0.05": 0.985927,
|
|
"ap-0.1": 0.997146,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 362,
|
|
"mean": 0.036414,
|
|
"median": 0.035773,
|
|
"std": 0.015395,
|
|
"sem": 0.00081,
|
|
"min": 0.005664,
|
|
"max": 0.103914,
|
|
"recall-0.025": 0.226519,
|
|
"recall-0.05": 0.845304,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"shoulder_left": {
|
|
"count": 362,
|
|
"mean": 0.023802,
|
|
"median": 0.019909,
|
|
"std": 0.014353,
|
|
"sem": 0.000755,
|
|
"min": 0.00317,
|
|
"max": 0.111129,
|
|
"recall-0.025": 0.635359,
|
|
"recall-0.05": 0.944751,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"shoulder_right": {
|
|
"count": 362,
|
|
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}
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{
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"total_parts": 5068,
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"correct_parts": 5063,
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"pcp": 0.999013
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|
}
|
|
```
|