8013 lines
171 KiB
Markdown
8013 lines
171 KiB
Markdown
# Evaluation Results
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Results of the model in various experiments on different datasets. \
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(Note that building the _trt-engines_ is not deterministic, which can lead to slightly varying results)
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### Human36m
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```json
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{
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"img_loading": 0.0207351,
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"demosaicing": 0.000612799,
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"avg_time_2d": 0.00801038,
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"avg_time_3d": 3.75153e-05,
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"time_tracks": 4.74481e-07,
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"fps": 115.458
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}
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{
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"triangulator_calls": 600,
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"init_time": 2.64446e-06,
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"undistort_time": 3.71876e-06,
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"project_time": 7.09745e-07,
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"match_time": 1.21387e-06,
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"pairs_time": 2.16157e-07,
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"pair_scoring_time": 6.32339e-06,
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"grouping_time": 1.36083e-06,
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"full_time": 8.20276e-06,
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"merge_time": 3.20586e-06,
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"post_time": 4.91466e-06,
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"convert_time": 6.63e-08,
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"total_time": 3.28105e-05
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}
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{
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"person_nums": {
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"total_frames": 600,
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"total_labels": 600,
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"total_preds": 600,
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"considered_empty": 0,
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"valid_preds": 600,
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"invalid_preds": 0,
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"missing": 0,
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"invalid_fraction": 0.0,
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"precision": 1.0,
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"recall": 1.0,
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"f1": 1.0,
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"non_empty": 600
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},
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"mpjpe": {
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"count": 600,
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"mean": 0.0606,
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"median": 0.053055,
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"std": 0.028265,
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"sem": 0.001155,
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"min": 0.036393,
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"max": 0.191691,
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"recall-0.025": 0.0,
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"recall-0.05": 0.335,
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"recall-0.1": 0.945,
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"recall-0.15": 0.95,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 600,
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"ap-0.025": 0.0,
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"ap-0.05": 0.190735,
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"ap-0.1": 0.906598,
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"ap-0.15": 0.914982,
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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": 0.106893,
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"median": 0.09527,
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"std": 0.040269,
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"sem": 0.001645,
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"min": 0.014863,
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"max": 0.277673,
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"recall-0.025": 0.003333,
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"recall-0.05": 0.021667,
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"recall-0.1": 0.583333,
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"recall-0.15": 0.851667,
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"recall-0.25": 0.986667,
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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": 0.038618,
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"median": 0.027617,
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"std": 0.034715,
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"sem": 0.001418,
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"min": 0.001444,
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"max": 0.172838,
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"recall-0.025": 0.416667,
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"recall-0.05": 0.811667,
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"recall-0.1": 0.931667,
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"recall-0.15": 0.965,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"shoulder_right": {
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"count": 600,
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"mean": 0.045936,
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"median": 0.034699,
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"std": 0.039847,
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"sem": 0.001628,
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"min": 0.006882,
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"max": 0.240502,
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"recall-0.025": 0.296667,
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"recall-0.05": 0.775,
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"recall-0.1": 0.91,
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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": 0.045176,
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"median": 0.033657,
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"std": 0.03765,
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"sem": 0.001538,
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"min": 0.004846,
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"max": 0.194312,
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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": 0.923333,
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"recall-0.15": 0.951667,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"elbow_right": {
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"count": 600,
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"mean": 0.044116,
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"median": 0.032216,
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"std": 0.038507,
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"sem": 0.001573,
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"min": 0.00456,
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"max": 0.407211,
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"recall-0.025": 0.27,
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"recall-0.05": 0.795,
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"recall-0.1": 0.926667,
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"recall-0.15": 0.941667,
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"recall-0.25": 0.998333,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"wrist_left": {
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"count": 600,
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"mean": 0.039961,
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"median": 0.022359,
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"std": 0.044036,
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"sem": 0.001799,
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"min": 0.003546,
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"max": 0.252803,
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"recall-0.025": 0.546667,
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"recall-0.05": 0.756667,
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"recall-0.1": 0.911667,
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"recall-0.15": 0.928333,
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"recall-0.25": 0.998333,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"wrist_right": {
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"count": 598,
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"mean": 0.040687,
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"median": 0.025118,
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"std": 0.044607,
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"sem": 0.001826,
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"min": 0.003512,
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"max": 0.308803,
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"recall-0.025": 0.493333,
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"recall-0.05": 0.793333,
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"recall-0.1": 0.913333,
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"recall-0.15": 0.925,
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"recall-0.25": 0.993333,
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"recall-0.5": 0.996667,
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"num_labels": 600
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},
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"hip_left": {
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"count": 600,
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"mean": 0.070519,
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"median": 0.05939,
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"std": 0.035655,
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"sem": 0.001457,
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"min": 0.02269,
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"max": 0.216077,
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"recall-0.025": 0.001667,
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"recall-0.05": 0.215,
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"recall-0.1": 0.876667,
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"recall-0.15": 0.945,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"hip_right": {
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"count": 600,
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"mean": 0.086451,
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"median": 0.083767,
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"std": 0.029159,
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"sem": 0.001191,
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"min": 0.010684,
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"max": 0.219496,
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"recall-0.025": 0.01,
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"recall-0.05": 0.058333,
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"recall-0.1": 0.865,
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"recall-0.15": 0.948333,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"knee_left": {
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"count": 598,
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"mean": 0.052824,
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"median": 0.042349,
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"std": 0.046021,
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"sem": 0.001884,
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"min": 0.013983,
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"max": 0.493296,
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"recall-0.025": 0.058333,
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"recall-0.05": 0.701667,
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"recall-0.1": 0.926667,
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"recall-0.15": 0.941667,
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"recall-0.25": 0.991667,
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"recall-0.5": 0.996667,
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"num_labels": 600
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},
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"knee_right": {
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"count": 600,
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"mean": 0.045506,
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"median": 0.034196,
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"std": 0.037417,
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"sem": 0.001529,
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"min": 0.009812,
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"max": 0.296591,
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"recall-0.025": 0.096667,
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"recall-0.05": 0.811667,
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"recall-0.1": 0.928333,
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"recall-0.15": 0.948333,
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"recall-0.25": 0.998333,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"ankle_left": {
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"count": 598,
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"mean": 0.089437,
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"median": 0.082569,
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"std": 0.031801,
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"sem": 0.001302,
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"min": 0.049959,
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"max": 0.353718,
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"recall-0.025": 0.0,
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"recall-0.05": 0.001667,
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"recall-0.1": 0.871667,
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"recall-0.15": 0.94,
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"recall-0.25": 0.993333,
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"recall-0.5": 0.996667,
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"num_labels": 600
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},
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"ankle_right": {
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"count": 600,
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"mean": 0.076937,
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"median": 0.066672,
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"std": 0.037873,
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"sem": 0.001547,
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"min": 0.035934,
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"max": 0.277986,
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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": 0.91,
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"recall-0.15": 0.931667,
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"recall-0.25": 0.993333,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"joint_recalls": {
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"num_labels": 7800,
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"recall-0.025": 0.18833,
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"recall-0.05": 0.50397,
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"recall-0.1": 0.88244,
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"recall-0.15": 0.935,
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"recall-0.25": 0.99564,
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"recall-0.5": 0.99923
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}
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}
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{
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"total_parts": 8400,
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"correct_parts": 8130,
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"pcp": 0.967857
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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": 0.0416135,
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"demosaicing": 0.000731345,
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"avg_time_2d": 0.0141532,
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"avg_time_3d": 0.000124298,
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"time_tracks": 9.70313e-07,
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"fps": 66.6231
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}
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{
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"triangulator_calls": 301,
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"init_time": 2.95916e-06,
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"undistort_time": 1.40603e-05,
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"project_time": 2.07553e-06,
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"match_time": 8.05351e-06,
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"pairs_time": 3.94961e-06,
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"pair_scoring_time": 2.84605e-05,
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"grouping_time": 6.64004e-06,
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"full_time": 2.84679e-05,
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"merge_time": 1.1701e-05,
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"post_time": 7.4822e-06,
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"convert_time": 1.33063e-07,
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"total_time": 0.000114217
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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": 825,
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"considered_empty": 0,
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"valid_preds": 477,
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"invalid_preds": 348,
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"missing": 0,
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"invalid_fraction": 0.42182,
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"precision": 0.57818,
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"recall": 1.0,
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"f1": 0.73272,
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"non_empty": 825
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},
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"mpjpe": {
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"count": 477,
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"mean": 0.047529,
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"median": 0.042564,
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"std": 0.0148,
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"sem": 0.000678,
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"min": 0.029198,
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"max": 0.10776,
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"recall-0.025": 0.0,
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"recall-0.05": 0.719078,
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"recall-0.1": 0.987421,
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"recall-0.15": 1.0,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477,
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"ap-0.025": 0.0,
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"ap-0.05": 0.45134,
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"ap-0.1": 0.75071,
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"ap-0.15": 0.759981,
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"ap-0.25": 0.759981,
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"ap-0.5": 0.759981
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},
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"head": {
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"count": 477,
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"mean": 0.053024,
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"median": 0.04912,
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"std": 0.024696,
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"sem": 0.001132,
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"min": 0.006585,
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"max": 0.161091,
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"recall-0.025": 0.104822,
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"recall-0.05": 0.515723,
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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": 0.041982,
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"median": 0.03704,
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"std": 0.020719,
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"sem": 0.00095,
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"min": 0.004365,
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"max": 0.13292,
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"recall-0.025": 0.178197,
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"recall-0.05": 0.750524,
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"recall-0.1": 0.985325,
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"recall-0.15": 1.0,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
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"shoulder_right": {
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"count": 477,
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"mean": 0.049633,
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"median": 0.046464,
|
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"std": 0.022889,
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"sem": 0.001049,
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"min": 0.005335,
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"max": 0.148122,
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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": 0.03995,
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"median": 0.031969,
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"std": 0.026265,
|
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"sem": 0.001204,
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"min": 0.003617,
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"max": 0.14567,
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"recall-0.025": 0.318658,
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|
"recall-0.05": 0.756813,
|
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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,
|
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"recall-0.5": 1.0,
|
|
"num_labels": 477
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},
|
|
"elbow_right": {
|
|
"count": 477,
|
|
"mean": 0.053497,
|
|
"median": 0.043869,
|
|
"std": 0.040999,
|
|
"sem": 0.001879,
|
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"min": 0.003559,
|
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"max": 0.242974,
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"recall-0.025": 0.268344,
|
|
"recall-0.05": 0.557652,
|
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"recall-0.1": 0.897275,
|
|
"recall-0.15": 0.960168,
|
|
"recall-0.25": 1.0,
|
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"recall-0.5": 1.0,
|
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"num_labels": 477
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},
|
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"wrist_left": {
|
|
"count": 477,
|
|
"mean": 0.059237,
|
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"median": 0.05399,
|
|
"std": 0.038883,
|
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"sem": 0.001782,
|
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"min": 0.001651,
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"max": 0.324459,
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"recall-0.025": 0.146751,
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"recall-0.05": 0.410901,
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"recall-0.1": 0.91195,
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"recall-0.15": 0.966457,
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"recall-0.25": 0.991614,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
|
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"wrist_right": {
|
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"count": 477,
|
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"mean": 0.057787,
|
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"median": 0.053705,
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"std": 0.030874,
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"sem": 0.001415,
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"min": 0.008652,
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"max": 0.208649,
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"recall-0.025": 0.111111,
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"recall-0.05": 0.431866,
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"recall-0.1": 0.909853,
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"recall-0.15": 0.983229,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
|
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"hip_left": {
|
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"count": 477,
|
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"mean": 0.047811,
|
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"median": 0.043,
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"std": 0.025686,
|
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"sem": 0.001177,
|
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"min": 0.00812,
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"max": 0.14594,
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"recall-0.025": 0.178197,
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"recall-0.05": 0.633124,
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"recall-0.1": 0.960168,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"hip_right": {
|
|
"count": 477,
|
|
"mean": 0.057545,
|
|
"median": 0.058293,
|
|
"std": 0.023761,
|
|
"sem": 0.001089,
|
|
"min": 0.006259,
|
|
"max": 0.132422,
|
|
"recall-0.025": 0.100629,
|
|
"recall-0.05": 0.354298,
|
|
"recall-0.1": 0.947589,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"knee_left": {
|
|
"count": 477,
|
|
"mean": 0.040136,
|
|
"median": 0.037389,
|
|
"std": 0.024609,
|
|
"sem": 0.001128,
|
|
"min": 0.004686,
|
|
"max": 0.19011,
|
|
"recall-0.025": 0.262055,
|
|
"recall-0.05": 0.756813,
|
|
"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": 0.039722,
|
|
"median": 0.035548,
|
|
"std": 0.023046,
|
|
"sem": 0.001056,
|
|
"min": 0.005824,
|
|
"max": 0.18497,
|
|
"recall-0.025": 0.322851,
|
|
"recall-0.05": 0.737945,
|
|
"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": 0.03646,
|
|
"median": 0.027617,
|
|
"std": 0.030575,
|
|
"sem": 0.001401,
|
|
"min": 0.004888,
|
|
"max": 0.223792,
|
|
"recall-0.025": 0.42348,
|
|
"recall-0.05": 0.819706,
|
|
"recall-0.1": 0.947589,
|
|
"recall-0.15": 0.983229,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"ankle_right": {
|
|
"count": 477,
|
|
"mean": 0.041099,
|
|
"median": 0.030824,
|
|
"std": 0.038377,
|
|
"sem": 0.001759,
|
|
"min": 0.003453,
|
|
"max": 0.288516,
|
|
"recall-0.025": 0.301887,
|
|
"recall-0.05": 0.805031,
|
|
"recall-0.1": 0.930818,
|
|
"recall-0.15": 0.966457,
|
|
"recall-0.25": 0.995807,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 6201,
|
|
"recall-0.025": 0.21577,
|
|
"recall-0.05": 0.62071,
|
|
"recall-0.1": 0.9442,
|
|
"recall-0.15": 0.98742,
|
|
"recall-0.25": 0.99871,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6678,
|
|
"correct_parts": 6623,
|
|
"pcp": 0.991764
|
|
}
|
|
{
|
|
"total_parts": {
|
|
"1": 2790,
|
|
"3": 1610,
|
|
"2": 370,
|
|
"sum": 4770
|
|
},
|
|
"correct_parts": {
|
|
"1": 2790,
|
|
"3": 1610,
|
|
"2": 370,
|
|
"sum": 4770
|
|
},
|
|
"pcp": {
|
|
"1": 1.0,
|
|
"3": 1.0,
|
|
"2": 1.0,
|
|
"avg": 1.0
|
|
}
|
|
}
|
|
```
|
|
|
|
### Campus
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.00485674,
|
|
"demosaicing": 0.000178004,
|
|
"avg_time_2d": 0.00682724,
|
|
"avg_time_3d": 4.18954e-05,
|
|
"time_tracks": 7.86929e-07,
|
|
"fps": 141.886
|
|
}
|
|
{
|
|
"triangulator_calls": 222,
|
|
"init_time": 2.5477e-06,
|
|
"undistort_time": 5.94999e-06,
|
|
"project_time": 1.09126e-06,
|
|
"match_time": 2.94959e-06,
|
|
"pairs_time": 5.10059e-07,
|
|
"pair_scoring_time": 5.51768e-06,
|
|
"grouping_time": 1.417e-06,
|
|
"full_time": 6.99931e-06,
|
|
"merge_time": 3.11002e-06,
|
|
"post_time": 6.43899e-06,
|
|
"convert_time": 1.12405e-07,
|
|
"total_time": 3.68841e-05
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 222,
|
|
"total_labels": 376,
|
|
"total_preds": 454,
|
|
"considered_empty": 0,
|
|
"valid_preds": 376,
|
|
"invalid_preds": 78,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.17181,
|
|
"precision": 0.82819,
|
|
"recall": 1.0,
|
|
"f1": 0.90602,
|
|
"non_empty": 454
|
|
},
|
|
"mpjpe": {
|
|
"count": 376,
|
|
"mean": 0.075175,
|
|
"median": 0.072514,
|
|
"std": 0.014048,
|
|
"sem": 0.000725,
|
|
"min": 0.039602,
|
|
"max": 0.132521,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.00266,
|
|
"recall-0.1": 0.93883,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 4e-05,
|
|
"ap-0.1": 0.861308,
|
|
"ap-0.15": 0.967878,
|
|
"ap-0.25": 0.967878,
|
|
"ap-0.5": 0.967878
|
|
},
|
|
"head": {
|
|
"count": 376,
|
|
"mean": 0.062787,
|
|
"median": 0.061735,
|
|
"std": 0.025219,
|
|
"sem": 0.001302,
|
|
"min": 0.009563,
|
|
"max": 0.198443,
|
|
"recall-0.025": 0.050532,
|
|
"recall-0.05": 0.305851,
|
|
"recall-0.1": 0.933511,
|
|
"recall-0.15": 0.994681,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"shoulder_left": {
|
|
"count": 376,
|
|
"mean": 0.066771,
|
|
"median": 0.064782,
|
|
"std": 0.029586,
|
|
"sem": 0.001528,
|
|
"min": 0.013587,
|
|
"max": 0.205286,
|
|
"recall-0.025": 0.045213,
|
|
"recall-0.05": 0.324468,
|
|
"recall-0.1": 0.885638,
|
|
"recall-0.15": 0.984043,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"shoulder_right": {
|
|
"count": 376,
|
|
"mean": 0.069575,
|
|
"median": 0.062291,
|
|
"std": 0.031906,
|
|
"sem": 0.001648,
|
|
"min": 0.017146,
|
|
"max": 0.198847,
|
|
"recall-0.025": 0.018617,
|
|
"recall-0.05": 0.31117,
|
|
"recall-0.1": 0.840426,
|
|
"recall-0.15": 0.970745,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"elbow_left": {
|
|
"count": 376,
|
|
"mean": 0.090051,
|
|
"median": 0.073047,
|
|
"std": 0.053193,
|
|
"sem": 0.002747,
|
|
"min": 0.01359,
|
|
"max": 0.283982,
|
|
"recall-0.025": 0.026596,
|
|
"recall-0.05": 0.236702,
|
|
"recall-0.1": 0.646277,
|
|
"recall-0.15": 0.867021,
|
|
"recall-0.25": 0.989362,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"elbow_right": {
|
|
"count": 376,
|
|
"mean": 0.077676,
|
|
"median": 0.070849,
|
|
"std": 0.037776,
|
|
"sem": 0.001951,
|
|
"min": 0.001535,
|
|
"max": 0.184782,
|
|
"recall-0.025": 0.037234,
|
|
"recall-0.05": 0.273936,
|
|
"recall-0.1": 0.726064,
|
|
"recall-0.15": 0.941489,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"wrist_left": {
|
|
"count": 376,
|
|
"mean": 0.130202,
|
|
"median": 0.115431,
|
|
"std": 0.068412,
|
|
"sem": 0.003533,
|
|
"min": 0.017061,
|
|
"max": 0.345869,
|
|
"recall-0.025": 0.013298,
|
|
"recall-0.05": 0.077128,
|
|
"recall-0.1": 0.396277,
|
|
"recall-0.15": 0.672872,
|
|
"recall-0.25": 0.920213,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"wrist_right": {
|
|
"count": 376,
|
|
"mean": 0.101915,
|
|
"median": 0.097169,
|
|
"std": 0.044277,
|
|
"sem": 0.002286,
|
|
"min": 0.004787,
|
|
"max": 0.279385,
|
|
"recall-0.025": 0.005319,
|
|
"recall-0.05": 0.098404,
|
|
"recall-0.1": 0.518617,
|
|
"recall-0.15": 0.861702,
|
|
"recall-0.25": 0.992021,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"hip_left": {
|
|
"count": 376,
|
|
"mean": 0.067307,
|
|
"median": 0.064029,
|
|
"std": 0.024666,
|
|
"sem": 0.001274,
|
|
"min": 0.0145,
|
|
"max": 0.166806,
|
|
"recall-0.025": 0.018617,
|
|
"recall-0.05": 0.239362,
|
|
"recall-0.1": 0.896277,
|
|
"recall-0.15": 0.994681,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"hip_right": {
|
|
"count": 376,
|
|
"mean": 0.06325,
|
|
"median": 0.061541,
|
|
"std": 0.027798,
|
|
"sem": 0.001435,
|
|
"min": 0.011523,
|
|
"max": 0.198033,
|
|
"recall-0.025": 0.045213,
|
|
"recall-0.05": 0.367021,
|
|
"recall-0.1": 0.917553,
|
|
"recall-0.15": 0.989362,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"knee_left": {
|
|
"count": 376,
|
|
"mean": 0.057125,
|
|
"median": 0.055438,
|
|
"std": 0.023744,
|
|
"sem": 0.001226,
|
|
"min": 0.006713,
|
|
"max": 0.175696,
|
|
"recall-0.025": 0.071809,
|
|
"recall-0.05": 0.385638,
|
|
"recall-0.1": 0.954787,
|
|
"recall-0.15": 0.992021,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"knee_right": {
|
|
"count": 376,
|
|
"mean": 0.054064,
|
|
"median": 0.049777,
|
|
"std": 0.027297,
|
|
"sem": 0.00141,
|
|
"min": 0.011141,
|
|
"max": 0.228731,
|
|
"recall-0.025": 0.077128,
|
|
"recall-0.05": 0.505319,
|
|
"recall-0.1": 0.952128,
|
|
"recall-0.15": 0.992021,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"ankle_left": {
|
|
"count": 376,
|
|
"mean": 0.071354,
|
|
"median": 0.065376,
|
|
"std": 0.0421,
|
|
"sem": 0.002174,
|
|
"min": 0.010298,
|
|
"max": 0.377448,
|
|
"recall-0.025": 0.045213,
|
|
"recall-0.05": 0.327128,
|
|
"recall-0.1": 0.861702,
|
|
"recall-0.15": 0.957447,
|
|
"recall-0.25": 0.992021,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"ankle_right": {
|
|
"count": 376,
|
|
"mean": 0.065194,
|
|
"median": 0.052495,
|
|
"std": 0.047915,
|
|
"sem": 0.002474,
|
|
"min": 0.0034,
|
|
"max": 0.378845,
|
|
"recall-0.025": 0.069149,
|
|
"recall-0.05": 0.43883,
|
|
"recall-0.1": 0.87234,
|
|
"recall-0.15": 0.952128,
|
|
"recall-0.25": 0.986702,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4888,
|
|
"recall-0.025": 0.03948,
|
|
"recall-0.05": 0.29746,
|
|
"recall-0.1": 0.7989,
|
|
"recall-0.15": 0.93494,
|
|
"recall-0.25": 0.99018,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5264,
|
|
"correct_parts": 5012,
|
|
"pcp": 0.952128
|
|
}
|
|
```
|
|
|
|
### MVOR
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0114051,
|
|
"demosaicing": 0.000340845,
|
|
"avg_time_2d": 0.00789336,
|
|
"avg_time_3d": 4.69614e-05,
|
|
"time_tracks": 0,
|
|
"fps": 120.756
|
|
}
|
|
{
|
|
"triangulator_calls": 629,
|
|
"init_time": 2.78539e-06,
|
|
"undistort_time": 6.20571e-06,
|
|
"project_time": 1.18053e-06,
|
|
"match_time": 2.69834e-06,
|
|
"pairs_time": 7.10981e-07,
|
|
"pair_scoring_time": 1.22553e-05,
|
|
"grouping_time": 2.12015e-06,
|
|
"full_time": 4.79941e-06,
|
|
"merge_time": 2.5872e-06,
|
|
"post_time": 6.32515e-06,
|
|
"convert_time": 1.09377e-07,
|
|
"total_time": 4.2016e-05
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 629,
|
|
"total_labels": 1061,
|
|
"total_preds": 1062,
|
|
"considered_empty": 0,
|
|
"valid_preds": 827,
|
|
"invalid_preds": 235,
|
|
"missing": 234,
|
|
"invalid_fraction": 0.22128,
|
|
"precision": 0.77872,
|
|
"recall": 0.77945,
|
|
"f1": 0.77909,
|
|
"non_empty": 1062
|
|
},
|
|
"mpjpe": {
|
|
"count": 827,
|
|
"mean": 0.119903,
|
|
"median": 0.099111,
|
|
"std": 0.071566,
|
|
"sem": 0.00249,
|
|
"min": 0.048707,
|
|
"max": 0.488972,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.00377,
|
|
"recall-0.1": 0.39868,
|
|
"recall-0.15": 0.639962,
|
|
"recall-0.25": 0.739868,
|
|
"recall-0.5": 0.779453,
|
|
"num_labels": 1061,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 9.1e-05,
|
|
"ap-0.1": 0.268563,
|
|
"ap-0.15": 0.542431,
|
|
"ap-0.25": 0.676753,
|
|
"ap-0.5": 0.719505
|
|
},
|
|
"head": {
|
|
"count": 821,
|
|
"mean": 0.068302,
|
|
"median": 0.052341,
|
|
"std": 0.066384,
|
|
"sem": 0.002318,
|
|
"min": 0.002515,
|
|
"max": 0.480278,
|
|
"recall-0.025": 0.099906,
|
|
"recall-0.05": 0.363808,
|
|
"recall-0.1": 0.667295,
|
|
"recall-0.15": 0.72196,
|
|
"recall-0.25": 0.747408,
|
|
"recall-0.5": 0.773798,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_left": {
|
|
"count": 821,
|
|
"mean": 0.062306,
|
|
"median": 0.043307,
|
|
"std": 0.063859,
|
|
"sem": 0.00223,
|
|
"min": 0.003718,
|
|
"max": 0.488998,
|
|
"recall-0.025": 0.175306,
|
|
"recall-0.05": 0.452403,
|
|
"recall-0.1": 0.663525,
|
|
"recall-0.15": 0.72196,
|
|
"recall-0.25": 0.746466,
|
|
"recall-0.5": 0.773798,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_right": {
|
|
"count": 821,
|
|
"mean": 0.061694,
|
|
"median": 0.041019,
|
|
"std": 0.066289,
|
|
"sem": 0.002315,
|
|
"min": 0.004707,
|
|
"max": 0.455456,
|
|
"recall-0.025": 0.146089,
|
|
"recall-0.05": 0.473139,
|
|
"recall-0.1": 0.666352,
|
|
"recall-0.15": 0.727615,
|
|
"recall-0.25": 0.748351,
|
|
"recall-0.5": 0.773798,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_left": {
|
|
"count": 810,
|
|
"mean": 0.107332,
|
|
"median": 0.076471,
|
|
"std": 0.090306,
|
|
"sem": 0.003175,
|
|
"min": 0.004828,
|
|
"max": 0.48749,
|
|
"recall-0.025": 0.063148,
|
|
"recall-0.05": 0.248822,
|
|
"recall-0.1": 0.469369,
|
|
"recall-0.15": 0.573044,
|
|
"recall-0.25": 0.700283,
|
|
"recall-0.5": 0.763431,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_right": {
|
|
"count": 815,
|
|
"mean": 0.089647,
|
|
"median": 0.062492,
|
|
"std": 0.084945,
|
|
"sem": 0.002977,
|
|
"min": 0.004284,
|
|
"max": 0.489631,
|
|
"recall-0.025": 0.099906,
|
|
"recall-0.05": 0.305372,
|
|
"recall-0.1": 0.552309,
|
|
"recall-0.15": 0.651272,
|
|
"recall-0.25": 0.719133,
|
|
"recall-0.5": 0.768143,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_left": {
|
|
"count": 808,
|
|
"mean": 0.128872,
|
|
"median": 0.094531,
|
|
"std": 0.10626,
|
|
"sem": 0.003741,
|
|
"min": 0.006274,
|
|
"max": 0.494712,
|
|
"recall-0.025": 0.070688,
|
|
"recall-0.05": 0.222432,
|
|
"recall-0.1": 0.396795,
|
|
"recall-0.15": 0.506126,
|
|
"recall-0.25": 0.65787,
|
|
"recall-0.5": 0.761546,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_right": {
|
|
"count": 806,
|
|
"mean": 0.11067,
|
|
"median": 0.074186,
|
|
"std": 0.099256,
|
|
"sem": 0.003498,
|
|
"min": 0.003686,
|
|
"max": 0.464818,
|
|
"recall-0.025": 0.096136,
|
|
"recall-0.05": 0.267672,
|
|
"recall-0.1": 0.477851,
|
|
"recall-0.15": 0.558907,
|
|
"recall-0.25": 0.66918,
|
|
"recall-0.5": 0.759661,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_left": {
|
|
"count": 816,
|
|
"mean": 0.194315,
|
|
"median": 0.174495,
|
|
"std": 0.08574,
|
|
"sem": 0.003003,
|
|
"min": 0.042394,
|
|
"max": 0.494933,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.004713,
|
|
"recall-0.1": 0.059378,
|
|
"recall-0.15": 0.272385,
|
|
"recall-0.25": 0.611687,
|
|
"recall-0.5": 0.769086,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_right": {
|
|
"count": 809,
|
|
"mean": 0.188027,
|
|
"median": 0.173017,
|
|
"std": 0.078646,
|
|
"sem": 0.002767,
|
|
"min": 0.033078,
|
|
"max": 0.488741,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.002828,
|
|
"recall-0.1": 0.069746,
|
|
"recall-0.15": 0.276155,
|
|
"recall-0.25": 0.624882,
|
|
"recall-0.5": 0.762488,
|
|
"num_labels": 1061
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 9549,
|
|
"recall-0.025": 0.08325,
|
|
"recall-0.05": 0.25982,
|
|
"recall-0.1": 0.44643,
|
|
"recall-0.15": 0.55597,
|
|
"recall-0.25": 0.69128,
|
|
"recall-0.5": 0.76678
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10610,
|
|
"correct_parts": 6255,
|
|
"pcp": 0.589538
|
|
}
|
|
```
|
|
|
|
### Panoptic
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0476989,
|
|
"demosaicing": 0.00103554,
|
|
"avg_time_2d": 0.0161932,
|
|
"avg_time_3d": 0.000152174,
|
|
"time_tracks": 1.44395e-06,
|
|
"fps": 57.5296
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 3.17324e-06,
|
|
"undistort_time": 1.62273e-05,
|
|
"project_time": 2.83951e-06,
|
|
"match_time": 1.22493e-05,
|
|
"pairs_time": 8.00881e-06,
|
|
"pair_scoring_time": 3.63034e-05,
|
|
"grouping_time": 7.96531e-06,
|
|
"full_time": 3.12978e-05,
|
|
"merge_time": 1.3845e-05,
|
|
"post_time": 8.58648e-06,
|
|
"convert_time": 1.71993e-07,
|
|
"total_time": 0.000140902
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1491,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1463,
|
|
"invalid_preds": 28,
|
|
"missing": 3,
|
|
"invalid_fraction": 0.01878,
|
|
"precision": 0.98122,
|
|
"recall": 0.99795,
|
|
"f1": 0.98952,
|
|
"non_empty": 1491
|
|
},
|
|
"mpjpe": {
|
|
"count": 1463,
|
|
"mean": 0.030581,
|
|
"median": 0.028167,
|
|
"std": 0.012876,
|
|
"sem": 0.000337,
|
|
"min": 0.010634,
|
|
"max": 0.124726,
|
|
"recall-0.025": 0.366303,
|
|
"recall-0.05": 0.929741,
|
|
"recall-0.1": 0.993179,
|
|
"recall-0.15": 0.997954,
|
|
"recall-0.25": 0.997954,
|
|
"recall-0.5": 0.997954,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.242392,
|
|
"ap-0.05": 0.913771,
|
|
"ap-0.1": 0.989421,
|
|
"ap-0.15": 0.995868,
|
|
"ap-0.25": 0.995868,
|
|
"ap-0.5": 0.995868
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.01516,
|
|
"median": 0.011504,
|
|
"std": 0.018799,
|
|
"sem": 0.000492,
|
|
"min": 0.00149,
|
|
"max": 0.300311,
|
|
"recall-0.025": 0.920027,
|
|
"recall-0.05": 0.969241,
|
|
"recall-0.1": 0.993848,
|
|
"recall-0.15": 0.995899,
|
|
"recall-0.25": 0.996582,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1463,
|
|
"mean": 0.016721,
|
|
"median": 0.014636,
|
|
"std": 0.011011,
|
|
"sem": 0.000288,
|
|
"min": 0.000574,
|
|
"max": 0.104098,
|
|
"recall-0.025": 0.841746,
|
|
"recall-0.05": 0.981583,
|
|
"recall-0.1": 0.997271,
|
|
"recall-0.15": 0.997954,
|
|
"recall-0.25": 0.997954,
|
|
"recall-0.5": 0.997954,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1462,
|
|
"mean": 0.01674,
|
|
"median": 0.014373,
|
|
"std": 0.011316,
|
|
"sem": 0.000296,
|
|
"min": 0.001247,
|
|
"max": 0.147753,
|
|
"recall-0.025": 0.831399,
|
|
"recall-0.05": 0.986348,
|
|
"recall-0.1": 0.99727,
|
|
"recall-0.15": 0.997952,
|
|
"recall-0.25": 0.997952,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1462,
|
|
"mean": 0.021764,
|
|
"median": 0.015915,
|
|
"std": 0.020191,
|
|
"sem": 0.000528,
|
|
"min": 0.000835,
|
|
"max": 0.282226,
|
|
"recall-0.025": 0.755631,
|
|
"recall-0.05": 0.918771,
|
|
"recall-0.1": 0.992491,
|
|
"recall-0.15": 0.996587,
|
|
"recall-0.25": 0.996587,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1462,
|
|
"mean": 0.020403,
|
|
"median": 0.015834,
|
|
"std": 0.015666,
|
|
"sem": 0.00041,
|
|
"min": 0.001753,
|
|
"max": 0.161231,
|
|
"recall-0.025": 0.796309,
|
|
"recall-0.05": 0.947368,
|
|
"recall-0.1": 0.997266,
|
|
"recall-0.15": 0.998633,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1432,
|
|
"mean": 0.032919,
|
|
"median": 0.01602,
|
|
"std": 0.048959,
|
|
"sem": 0.001294,
|
|
"min": 0.000146,
|
|
"max": 0.409096,
|
|
"recall-0.025": 0.694561,
|
|
"recall-0.05": 0.854254,
|
|
"recall-0.1": 0.922594,
|
|
"recall-0.15": 0.962343,
|
|
"recall-0.25": 0.981869,
|
|
"recall-0.5": 0.998605,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1456,
|
|
"mean": 0.025174,
|
|
"median": 0.015955,
|
|
"std": 0.030744,
|
|
"sem": 0.000806,
|
|
"min": 0.001377,
|
|
"max": 0.251157,
|
|
"recall-0.025": 0.709478,
|
|
"recall-0.05": 0.904533,
|
|
"recall-0.1": 0.972527,
|
|
"recall-0.15": 0.986264,
|
|
"recall-0.25": 0.999313,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1462,
|
|
"mean": 0.035139,
|
|
"median": 0.030395,
|
|
"std": 0.023063,
|
|
"sem": 0.000603,
|
|
"min": 0.002446,
|
|
"max": 0.231182,
|
|
"recall-0.025": 0.348805,
|
|
"recall-0.05": 0.844369,
|
|
"recall-0.1": 0.980887,
|
|
"recall-0.15": 0.992491,
|
|
"recall-0.25": 0.997952,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1463,
|
|
"mean": 0.036813,
|
|
"median": 0.031924,
|
|
"std": 0.024101,
|
|
"sem": 0.00063,
|
|
"min": 0.003243,
|
|
"max": 0.27157,
|
|
"recall-0.025": 0.326739,
|
|
"recall-0.05": 0.804911,
|
|
"recall-0.1": 0.976808,
|
|
"recall-0.15": 0.994543,
|
|
"recall-0.25": 0.997271,
|
|
"recall-0.5": 0.997954,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1462,
|
|
"mean": 0.037196,
|
|
"median": 0.032554,
|
|
"std": 0.029923,
|
|
"sem": 0.000783,
|
|
"min": 0.003956,
|
|
"max": 0.464559,
|
|
"recall-0.025": 0.298976,
|
|
"recall-0.05": 0.819113,
|
|
"recall-0.1": 0.98157,
|
|
"recall-0.15": 0.989078,
|
|
"recall-0.25": 0.993174,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1456,
|
|
"mean": 0.037218,
|
|
"median": 0.031065,
|
|
"std": 0.02514,
|
|
"sem": 0.000659,
|
|
"min": 0.004193,
|
|
"max": 0.362976,
|
|
"recall-0.025": 0.371487,
|
|
"recall-0.05": 0.770391,
|
|
"recall-0.1": 0.971213,
|
|
"recall-0.15": 0.995888,
|
|
"recall-0.25": 0.997258,
|
|
"recall-0.5": 0.997944,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1460,
|
|
"mean": 0.051282,
|
|
"median": 0.032048,
|
|
"std": 0.055936,
|
|
"sem": 0.001464,
|
|
"min": 0.003262,
|
|
"max": 0.439571,
|
|
"recall-0.025": 0.371155,
|
|
"recall-0.05": 0.696514,
|
|
"recall-0.1": 0.874915,
|
|
"recall-0.15": 0.9419,
|
|
"recall-0.25": 0.980861,
|
|
"recall-0.5": 0.997949,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1453,
|
|
"mean": 0.048843,
|
|
"median": 0.031411,
|
|
"std": 0.059069,
|
|
"sem": 0.00155,
|
|
"min": 0.002506,
|
|
"max": 0.485437,
|
|
"recall-0.025": 0.370548,
|
|
"recall-0.05": 0.75411,
|
|
"recall-0.1": 0.89589,
|
|
"recall-0.15": 0.927397,
|
|
"recall-0.25": 0.973973,
|
|
"recall-0.5": 0.995205,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.58678,
|
|
"recall-0.05": 0.86524,
|
|
"recall-0.1": 0.9654,
|
|
"recall-0.15": 0.98252,
|
|
"recall-0.25": 0.99258,
|
|
"recall-0.5": 0.99768
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20253,
|
|
"pcp": 0.990657
|
|
}
|
|
```
|
|
|
|
##### 3 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0286912,
|
|
"demosaicing": 0.000675156,
|
|
"avg_time_2d": 0.00968984,
|
|
"avg_time_3d": 6.76462e-05,
|
|
"time_tracks": 1.21813e-06,
|
|
"fps": 95.8418
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 2.95448e-06,
|
|
"undistort_time": 9.8886e-06,
|
|
"project_time": 1.47588e-06,
|
|
"match_time": 7.19948e-06,
|
|
"pairs_time": 2.40176e-06,
|
|
"pair_scoring_time": 1.14575e-05,
|
|
"grouping_time": 2.84857e-06,
|
|
"full_time": 1.07532e-05,
|
|
"merge_time": 5.31043e-06,
|
|
"post_time": 7.79394e-06,
|
|
"convert_time": 1.92512e-07,
|
|
"total_time": 6.25098e-05
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1416,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1398,
|
|
"invalid_preds": 18,
|
|
"missing": 68,
|
|
"invalid_fraction": 0.01271,
|
|
"precision": 0.98729,
|
|
"recall": 0.95362,
|
|
"f1": 0.97016,
|
|
"non_empty": 1416
|
|
},
|
|
"mpjpe": {
|
|
"count": 1398,
|
|
"mean": 0.059101,
|
|
"median": 0.04586,
|
|
"std": 0.04178,
|
|
"sem": 0.001118,
|
|
"min": 0.018518,
|
|
"max": 0.348157,
|
|
"recall-0.025": 0.019782,
|
|
"recall-0.05": 0.55457,
|
|
"recall-0.1": 0.85266,
|
|
"recall-0.15": 0.911323,
|
|
"recall-0.25": 0.94543,
|
|
"recall-0.5": 0.953615,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.00436,
|
|
"ap-0.05": 0.452427,
|
|
"ap-0.1": 0.829639,
|
|
"ap-0.15": 0.899666,
|
|
"ap-0.25": 0.936339,
|
|
"ap-0.5": 0.944756
|
|
},
|
|
"nose": {
|
|
"count": 1397,
|
|
"mean": 0.024345,
|
|
"median": 0.018574,
|
|
"std": 0.018777,
|
|
"sem": 0.000503,
|
|
"min": 0.00138,
|
|
"max": 0.185287,
|
|
"recall-0.025": 0.62201,
|
|
"recall-0.05": 0.861244,
|
|
"recall-0.1": 0.947368,
|
|
"recall-0.15": 0.954204,
|
|
"recall-0.25": 0.954887,
|
|
"recall-0.5": 0.954887,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1398,
|
|
"mean": 0.020475,
|
|
"median": 0.016522,
|
|
"std": 0.015927,
|
|
"sem": 0.000426,
|
|
"min": 0.000837,
|
|
"max": 0.233408,
|
|
"recall-0.025": 0.712824,
|
|
"recall-0.05": 0.920191,
|
|
"recall-0.1": 0.947476,
|
|
"recall-0.15": 0.952251,
|
|
"recall-0.25": 0.953615,
|
|
"recall-0.5": 0.953615,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1397,
|
|
"mean": 0.023511,
|
|
"median": 0.017947,
|
|
"std": 0.021111,
|
|
"sem": 0.000565,
|
|
"min": 0.00209,
|
|
"max": 0.215048,
|
|
"recall-0.025": 0.657338,
|
|
"recall-0.05": 0.892833,
|
|
"recall-0.1": 0.94471,
|
|
"recall-0.15": 0.94744,
|
|
"recall-0.25": 0.953584,
|
|
"recall-0.5": 0.953584,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1397,
|
|
"mean": 0.033405,
|
|
"median": 0.02151,
|
|
"std": 0.033516,
|
|
"sem": 0.000897,
|
|
"min": 0.001051,
|
|
"max": 0.406529,
|
|
"recall-0.025": 0.554266,
|
|
"recall-0.05": 0.769283,
|
|
"recall-0.1": 0.899659,
|
|
"recall-0.15": 0.948805,
|
|
"recall-0.25": 0.950171,
|
|
"recall-0.5": 0.953584,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1397,
|
|
"mean": 0.031867,
|
|
"median": 0.021353,
|
|
"std": 0.032144,
|
|
"sem": 0.00086,
|
|
"min": 0.002016,
|
|
"max": 0.325627,
|
|
"recall-0.025": 0.578264,
|
|
"recall-0.05": 0.799727,
|
|
"recall-0.1": 0.919344,
|
|
"recall-0.15": 0.943267,
|
|
"recall-0.25": 0.952837,
|
|
"recall-0.5": 0.954887,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1368,
|
|
"mean": 0.05222,
|
|
"median": 0.02395,
|
|
"std": 0.063323,
|
|
"sem": 0.001713,
|
|
"min": 0.001228,
|
|
"max": 0.492913,
|
|
"recall-0.025": 0.493026,
|
|
"recall-0.05": 0.663877,
|
|
"recall-0.1": 0.797768,
|
|
"recall-0.15": 0.857741,
|
|
"recall-0.25": 0.94212,
|
|
"recall-0.5": 0.953975,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1391,
|
|
"mean": 0.04731,
|
|
"median": 0.024331,
|
|
"std": 0.059494,
|
|
"sem": 0.001596,
|
|
"min": 0.001712,
|
|
"max": 0.405436,
|
|
"recall-0.025": 0.492445,
|
|
"recall-0.05": 0.696429,
|
|
"recall-0.1": 0.841346,
|
|
"recall-0.15": 0.893544,
|
|
"recall-0.25": 0.930632,
|
|
"recall-0.5": 0.955357,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1397,
|
|
"mean": 0.043899,
|
|
"median": 0.03817,
|
|
"std": 0.02864,
|
|
"sem": 0.000767,
|
|
"min": 0.001204,
|
|
"max": 0.370723,
|
|
"recall-0.025": 0.208191,
|
|
"recall-0.05": 0.675085,
|
|
"recall-0.1": 0.921502,
|
|
"recall-0.15": 0.945392,
|
|
"recall-0.25": 0.951536,
|
|
"recall-0.5": 0.953584,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1398,
|
|
"mean": 0.05264,
|
|
"median": 0.044366,
|
|
"std": 0.034175,
|
|
"sem": 0.000914,
|
|
"min": 0.004871,
|
|
"max": 0.27157,
|
|
"recall-0.025": 0.154843,
|
|
"recall-0.05": 0.54502,
|
|
"recall-0.1": 0.888131,
|
|
"recall-0.15": 0.934516,
|
|
"recall-0.25": 0.952251,
|
|
"recall-0.5": 0.953615,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1380,
|
|
"mean": 0.061346,
|
|
"median": 0.041129,
|
|
"std": 0.070944,
|
|
"sem": 0.00191,
|
|
"min": 0.003716,
|
|
"max": 0.396038,
|
|
"recall-0.025": 0.217747,
|
|
"recall-0.05": 0.592491,
|
|
"recall-0.1": 0.838908,
|
|
"recall-0.15": 0.872355,
|
|
"recall-0.25": 0.906485,
|
|
"recall-0.5": 0.94198,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1380,
|
|
"mean": 0.066633,
|
|
"median": 0.04619,
|
|
"std": 0.069088,
|
|
"sem": 0.00186,
|
|
"min": 0.006541,
|
|
"max": 0.388464,
|
|
"recall-0.025": 0.141193,
|
|
"recall-0.05": 0.518849,
|
|
"recall-0.1": 0.835504,
|
|
"recall-0.15": 0.865661,
|
|
"recall-0.25": 0.906785,
|
|
"recall-0.5": 0.945853,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1312,
|
|
"mean": 0.109621,
|
|
"median": 0.071312,
|
|
"std": 0.111595,
|
|
"sem": 0.003082,
|
|
"min": 0.002475,
|
|
"max": 0.498301,
|
|
"recall-0.025": 0.170882,
|
|
"recall-0.05": 0.367738,
|
|
"recall-0.1": 0.576897,
|
|
"recall-0.15": 0.683527,
|
|
"recall-0.25": 0.773753,
|
|
"recall-0.5": 0.896787,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1302,
|
|
"mean": 0.111899,
|
|
"median": 0.05281,
|
|
"std": 0.120706,
|
|
"sem": 0.003347,
|
|
"min": 0.002089,
|
|
"max": 0.499606,
|
|
"recall-0.025": 0.174658,
|
|
"recall-0.05": 0.423973,
|
|
"recall-0.1": 0.584247,
|
|
"recall-0.15": 0.641096,
|
|
"recall-0.25": 0.744521,
|
|
"recall-0.5": 0.891781,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.39784,
|
|
"recall-0.05": 0.67109,
|
|
"recall-0.1": 0.84171,
|
|
"recall-0.15": 0.87978,
|
|
"recall-0.25": 0.91311,
|
|
"recall-0.5": 0.94297
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 18597,
|
|
"pcp": 0.909656
|
|
}
|
|
```
|
|
|
|
##### 7 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0678357,
|
|
"demosaicing": 0.00151633,
|
|
"avg_time_2d": 0.0226435,
|
|
"avg_time_3d": 0.000285064,
|
|
"time_tracks": 1.5904e-06,
|
|
"fps": 40.9056
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 4.41714e-06,
|
|
"undistort_time": 2.29106e-05,
|
|
"project_time": 4.19705e-06,
|
|
"match_time": 1.83661e-05,
|
|
"pairs_time": 1.93374e-05,
|
|
"pair_scoring_time": 7.74751e-05,
|
|
"grouping_time": 1.68026e-05,
|
|
"full_time": 6.39011e-05,
|
|
"merge_time": 2.87738e-05,
|
|
"post_time": 9.13097e-06,
|
|
"convert_time": 1.80321e-07,
|
|
"total_time": 0.000265727
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1525,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1465,
|
|
"invalid_preds": 60,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.03934,
|
|
"precision": 0.96066,
|
|
"recall": 0.99932,
|
|
"f1": 0.97961,
|
|
"non_empty": 1525
|
|
},
|
|
"mpjpe": {
|
|
"count": 1465,
|
|
"mean": 0.027912,
|
|
"median": 0.024864,
|
|
"std": 0.011069,
|
|
"sem": 0.000289,
|
|
"min": 0.010041,
|
|
"max": 0.11011,
|
|
"recall-0.025": 0.508186,
|
|
"recall-0.05": 0.951569,
|
|
"recall-0.1": 0.998636,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.370102,
|
|
"ap-0.05": 0.928863,
|
|
"ap-0.1": 0.99006,
|
|
"ap-0.15": 0.990717,
|
|
"ap-0.25": 0.990717,
|
|
"ap-0.5": 0.990717
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.013476,
|
|
"median": 0.010623,
|
|
"std": 0.016122,
|
|
"sem": 0.000422,
|
|
"min": 0.002442,
|
|
"max": 0.300311,
|
|
"recall-0.025": 0.933698,
|
|
"recall-0.05": 0.984962,
|
|
"recall-0.1": 0.996582,
|
|
"recall-0.15": 0.996582,
|
|
"recall-0.25": 0.996582,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1465,
|
|
"mean": 0.014312,
|
|
"median": 0.012484,
|
|
"std": 0.009094,
|
|
"sem": 0.000238,
|
|
"min": 0.000661,
|
|
"max": 0.091593,
|
|
"recall-0.025": 0.888131,
|
|
"recall-0.05": 0.991814,
|
|
"recall-0.1": 0.999318,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1464,
|
|
"mean": 0.015886,
|
|
"median": 0.013121,
|
|
"std": 0.010617,
|
|
"sem": 0.000278,
|
|
"min": 0.000865,
|
|
"max": 0.108463,
|
|
"recall-0.025": 0.840956,
|
|
"recall-0.05": 0.9843,
|
|
"recall-0.1": 0.998635,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1464,
|
|
"mean": 0.018804,
|
|
"median": 0.015614,
|
|
"std": 0.013323,
|
|
"sem": 0.000348,
|
|
"min": 0.000435,
|
|
"max": 0.143475,
|
|
"recall-0.025": 0.8,
|
|
"recall-0.05": 0.966553,
|
|
"recall-0.1": 0.99727,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1462,
|
|
"mean": 0.018815,
|
|
"median": 0.015589,
|
|
"std": 0.013859,
|
|
"sem": 0.000363,
|
|
"min": 0.00139,
|
|
"max": 0.157851,
|
|
"recall-0.025": 0.838004,
|
|
"recall-0.05": 0.959672,
|
|
"recall-0.1": 0.995215,
|
|
"recall-0.15": 0.998633,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1433,
|
|
"mean": 0.023385,
|
|
"median": 0.014934,
|
|
"std": 0.026207,
|
|
"sem": 0.000693,
|
|
"min": 0.000895,
|
|
"max": 0.222135,
|
|
"recall-0.025": 0.736402,
|
|
"recall-0.05": 0.912134,
|
|
"recall-0.1": 0.970711,
|
|
"recall-0.15": 0.988842,
|
|
"recall-0.25": 0.999303,
|
|
"recall-0.5": 0.999303,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1456,
|
|
"mean": 0.022494,
|
|
"median": 0.014149,
|
|
"std": 0.028591,
|
|
"sem": 0.00075,
|
|
"min": 0.001176,
|
|
"max": 0.311342,
|
|
"recall-0.025": 0.763736,
|
|
"recall-0.05": 0.924451,
|
|
"recall-0.1": 0.974588,
|
|
"recall-0.15": 0.987637,
|
|
"recall-0.25": 0.99794,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1464,
|
|
"mean": 0.029548,
|
|
"median": 0.027553,
|
|
"std": 0.015593,
|
|
"sem": 0.000408,
|
|
"min": 0.002006,
|
|
"max": 0.126962,
|
|
"recall-0.025": 0.438225,
|
|
"recall-0.05": 0.904437,
|
|
"recall-0.1": 0.996587,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1465,
|
|
"mean": 0.032259,
|
|
"median": 0.028938,
|
|
"std": 0.018439,
|
|
"sem": 0.000482,
|
|
"min": 0.001582,
|
|
"max": 0.196928,
|
|
"recall-0.025": 0.38472,
|
|
"recall-0.05": 0.873124,
|
|
"recall-0.1": 0.993179,
|
|
"recall-0.15": 0.995907,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1464,
|
|
"mean": 0.032001,
|
|
"median": 0.02845,
|
|
"std": 0.019158,
|
|
"sem": 0.000501,
|
|
"min": 0.002739,
|
|
"max": 0.154697,
|
|
"recall-0.025": 0.412969,
|
|
"recall-0.05": 0.866212,
|
|
"recall-0.1": 0.989761,
|
|
"recall-0.15": 0.996587,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1458,
|
|
"mean": 0.034393,
|
|
"median": 0.030733,
|
|
"std": 0.019885,
|
|
"sem": 0.000521,
|
|
"min": 0.002469,
|
|
"max": 0.205948,
|
|
"recall-0.025": 0.374914,
|
|
"recall-0.05": 0.823167,
|
|
"recall-0.1": 0.986292,
|
|
"recall-0.15": 0.998629,
|
|
"recall-0.25": 0.999315,
|
|
"recall-0.5": 0.999315,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1461,
|
|
"mean": 0.055102,
|
|
"median": 0.03342,
|
|
"std": 0.059329,
|
|
"sem": 0.001553,
|
|
"min": 0.002282,
|
|
"max": 0.458662,
|
|
"recall-0.025": 0.36432,
|
|
"recall-0.05": 0.65892,
|
|
"recall-0.1": 0.854409,
|
|
"recall-0.15": 0.91866,
|
|
"recall-0.25": 0.980178,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1457,
|
|
"mean": 0.050498,
|
|
"median": 0.029992,
|
|
"std": 0.062564,
|
|
"sem": 0.00164,
|
|
"min": 0.00199,
|
|
"max": 0.486959,
|
|
"recall-0.025": 0.382877,
|
|
"recall-0.05": 0.74863,
|
|
"recall-0.1": 0.884247,
|
|
"recall-0.15": 0.932192,
|
|
"recall-0.25": 0.971918,
|
|
"recall-0.5": 0.997945,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.62717,
|
|
"recall-0.05": 0.89189,
|
|
"recall-0.1": 0.97183,
|
|
"recall-0.15": 0.98494,
|
|
"recall-0.25": 0.9951,
|
|
"recall-0.5": 0.99884
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20349,
|
|
"pcp": 0.995353
|
|
}
|
|
```
|
|
|
|
##### 10 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0915405,
|
|
"demosaicing": 0.00211264,
|
|
"avg_time_2d": 0.0311659,
|
|
"avg_time_3d": 0.000517466,
|
|
"time_tracks": 2.19316e-06,
|
|
"fps": 29.5874
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 4.98336e-06,
|
|
"undistort_time": 3.17399e-05,
|
|
"project_time": 5.86371e-06,
|
|
"match_time": 2.60939e-05,
|
|
"pairs_time": 4.20705e-05,
|
|
"pair_scoring_time": 0.000157701,
|
|
"grouping_time": 3.23783e-05,
|
|
"full_time": 0.000117173,
|
|
"merge_time": 5.81695e-05,
|
|
"post_time": 9.63227e-06,
|
|
"convert_time": 1.90412e-07,
|
|
"total_time": 0.000486233
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1514,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1465,
|
|
"invalid_preds": 49,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.03236,
|
|
"precision": 0.96764,
|
|
"recall": 0.99932,
|
|
"f1": 0.98322,
|
|
"non_empty": 1514
|
|
},
|
|
"mpjpe": {
|
|
"count": 1465,
|
|
"mean": 0.023897,
|
|
"median": 0.021836,
|
|
"std": 0.008972,
|
|
"sem": 0.000234,
|
|
"min": 0.00958,
|
|
"max": 0.096891,
|
|
"recall-0.025": 0.684857,
|
|
"recall-0.05": 0.980218,
|
|
"recall-0.1": 0.999318,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.591307,
|
|
"ap-0.05": 0.971858,
|
|
"ap-0.1": 0.996704,
|
|
"ap-0.15": 0.996704,
|
|
"ap-0.25": 0.996704,
|
|
"ap-0.5": 0.996704
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.010811,
|
|
"median": 0.00956,
|
|
"std": 0.007015,
|
|
"sem": 0.000184,
|
|
"min": 0.001123,
|
|
"max": 0.086257,
|
|
"recall-0.025": 0.975393,
|
|
"recall-0.05": 0.991798,
|
|
"recall-0.1": 0.999316,
|
|
"recall-0.15": 0.999316,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1465,
|
|
"mean": 0.012718,
|
|
"median": 0.010792,
|
|
"std": 0.008266,
|
|
"sem": 0.000216,
|
|
"min": 0.000499,
|
|
"max": 0.08771,
|
|
"recall-0.025": 0.927012,
|
|
"recall-0.05": 0.994543,
|
|
"recall-0.1": 0.999318,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1464,
|
|
"mean": 0.013916,
|
|
"median": 0.012123,
|
|
"std": 0.008226,
|
|
"sem": 0.000215,
|
|
"min": 0.000962,
|
|
"max": 0.080607,
|
|
"recall-0.025": 0.905119,
|
|
"recall-0.05": 0.995222,
|
|
"recall-0.1": 0.999317,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1464,
|
|
"mean": 0.016653,
|
|
"median": 0.014174,
|
|
"std": 0.010453,
|
|
"sem": 0.000273,
|
|
"min": 0.001205,
|
|
"max": 0.104333,
|
|
"recall-0.025": 0.845051,
|
|
"recall-0.05": 0.982253,
|
|
"recall-0.1": 0.998635,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1462,
|
|
"mean": 0.015588,
|
|
"median": 0.013904,
|
|
"std": 0.011101,
|
|
"sem": 0.00029,
|
|
"min": 0.00109,
|
|
"max": 0.167189,
|
|
"recall-0.025": 0.921394,
|
|
"recall-0.05": 0.984279,
|
|
"recall-0.1": 0.995899,
|
|
"recall-0.15": 0.997949,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1433,
|
|
"mean": 0.0165,
|
|
"median": 0.011758,
|
|
"std": 0.018734,
|
|
"sem": 0.000495,
|
|
"min": 0.000713,
|
|
"max": 0.179278,
|
|
"recall-0.025": 0.876569,
|
|
"recall-0.05": 0.964435,
|
|
"recall-0.1": 0.985356,
|
|
"recall-0.15": 0.994421,
|
|
"recall-0.25": 0.999303,
|
|
"recall-0.5": 0.999303,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1456,
|
|
"mean": 0.016099,
|
|
"median": 0.011995,
|
|
"std": 0.016535,
|
|
"sem": 0.000433,
|
|
"min": 0.000362,
|
|
"max": 0.236763,
|
|
"recall-0.025": 0.863324,
|
|
"recall-0.05": 0.96978,
|
|
"recall-0.1": 0.992445,
|
|
"recall-0.15": 0.99794,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1464,
|
|
"mean": 0.027044,
|
|
"median": 0.024654,
|
|
"std": 0.014669,
|
|
"sem": 0.000384,
|
|
"min": 0.002099,
|
|
"max": 0.106657,
|
|
"recall-0.025": 0.513993,
|
|
"recall-0.05": 0.932423,
|
|
"recall-0.1": 0.99727,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1465,
|
|
"mean": 0.027001,
|
|
"median": 0.02533,
|
|
"std": 0.012888,
|
|
"sem": 0.000337,
|
|
"min": 0.001421,
|
|
"max": 0.161685,
|
|
"recall-0.025": 0.493861,
|
|
"recall-0.05": 0.95839,
|
|
"recall-0.1": 0.998636,
|
|
"recall-0.15": 0.998636,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1464,
|
|
"mean": 0.02781,
|
|
"median": 0.025697,
|
|
"std": 0.014681,
|
|
"sem": 0.000384,
|
|
"min": 0.002694,
|
|
"max": 0.116493,
|
|
"recall-0.025": 0.479863,
|
|
"recall-0.05": 0.928328,
|
|
"recall-0.1": 0.99727,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1458,
|
|
"mean": 0.031047,
|
|
"median": 0.027014,
|
|
"std": 0.018427,
|
|
"sem": 0.000483,
|
|
"min": 0.002767,
|
|
"max": 0.179135,
|
|
"recall-0.025": 0.435915,
|
|
"recall-0.05": 0.882111,
|
|
"recall-0.1": 0.986977,
|
|
"recall-0.15": 0.998629,
|
|
"recall-0.25": 0.999315,
|
|
"recall-0.5": 0.999315,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1461,
|
|
"mean": 0.047472,
|
|
"median": 0.03036,
|
|
"std": 0.049479,
|
|
"sem": 0.001295,
|
|
"min": 0.002656,
|
|
"max": 0.386574,
|
|
"recall-0.025": 0.404648,
|
|
"recall-0.05": 0.706083,
|
|
"recall-0.1": 0.894053,
|
|
"recall-0.15": 0.943267,
|
|
"recall-0.25": 0.989064,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1458,
|
|
"mean": 0.046453,
|
|
"median": 0.027428,
|
|
"std": 0.055542,
|
|
"sem": 0.001455,
|
|
"min": 0.002525,
|
|
"max": 0.431976,
|
|
"recall-0.025": 0.446575,
|
|
"recall-0.05": 0.764384,
|
|
"recall-0.1": 0.894521,
|
|
"recall-0.15": 0.938356,
|
|
"recall-0.25": 0.980137,
|
|
"recall-0.5": 0.99863,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.69831,
|
|
"recall-0.05": 0.92691,
|
|
"recall-0.1": 0.97967,
|
|
"recall-0.15": 0.9891,
|
|
"recall-0.25": 0.99679,
|
|
"recall-0.5": 0.99889
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20384,
|
|
"pcp": 0.997065
|
|
}
|
|
```
|
|
|
|
##### 31 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.31289,
|
|
"demosaicing": 0.0108092,
|
|
"avg_time_2d": 0.0944395,
|
|
"avg_time_3d": 0.00522869,
|
|
"time_tracks": 5.76185e-06,
|
|
"fps": 9.05115
|
|
}
|
|
{
|
|
"triangulator_calls": 420,
|
|
"init_time": 1.43643e-05,
|
|
"undistort_time": 9.86604e-05,
|
|
"project_time": 1.87811e-05,
|
|
"match_time": 8.29644e-05,
|
|
"pairs_time": 0.0004774,
|
|
"pair_scoring_time": 0.00219603,
|
|
"grouping_time": 0.000309822,
|
|
"full_time": 0.00111105,
|
|
"merge_time": 0.000683619,
|
|
"post_time": 1.11574e-05,
|
|
"convert_time": 2.17771e-07,
|
|
"total_time": 0.00500431
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1510,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1465,
|
|
"invalid_preds": 45,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.0298,
|
|
"precision": 0.9702,
|
|
"recall": 0.99932,
|
|
"f1": 0.98454,
|
|
"non_empty": 1510
|
|
},
|
|
"mpjpe": {
|
|
"count": 1465,
|
|
"mean": 0.019337,
|
|
"median": 0.018061,
|
|
"std": 0.006908,
|
|
"sem": 0.000181,
|
|
"min": 0.008816,
|
|
"max": 0.110172,
|
|
"recall-0.025": 0.841746,
|
|
"recall-0.05": 0.996589,
|
|
"recall-0.1": 0.998636,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.786577,
|
|
"ap-0.05": 0.988924,
|
|
"ap-0.1": 0.991959,
|
|
"ap-0.15": 0.993564,
|
|
"ap-0.25": 0.993564,
|
|
"ap-0.5": 0.993564
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.009196,
|
|
"median": 0.008072,
|
|
"std": 0.006434,
|
|
"sem": 0.000168,
|
|
"min": 0.000408,
|
|
"max": 0.078769,
|
|
"recall-0.025": 0.983595,
|
|
"recall-0.05": 0.991798,
|
|
"recall-0.1": 0.999316,
|
|
"recall-0.15": 0.999316,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1465,
|
|
"mean": 0.01048,
|
|
"median": 0.009412,
|
|
"std": 0.006161,
|
|
"sem": 0.000161,
|
|
"min": 0.000709,
|
|
"max": 0.05523,
|
|
"recall-0.025": 0.964529,
|
|
"recall-0.05": 0.998636,
|
|
"recall-0.1": 0.999318,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1464,
|
|
"mean": 0.012023,
|
|
"median": 0.010515,
|
|
"std": 0.007305,
|
|
"sem": 0.000191,
|
|
"min": 0.001027,
|
|
"max": 0.131975,
|
|
"recall-0.025": 0.959044,
|
|
"recall-0.05": 0.99727,
|
|
"recall-0.1": 0.998635,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1464,
|
|
"mean": 0.013259,
|
|
"median": 0.011982,
|
|
"std": 0.007396,
|
|
"sem": 0.000193,
|
|
"min": 0.001235,
|
|
"max": 0.064667,
|
|
"recall-0.025": 0.940614,
|
|
"recall-0.05": 0.995222,
|
|
"recall-0.1": 0.999317,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1462,
|
|
"mean": 0.013587,
|
|
"median": 0.012229,
|
|
"std": 0.008719,
|
|
"sem": 0.000228,
|
|
"min": 0.000508,
|
|
"max": 0.179165,
|
|
"recall-0.025": 0.93985,
|
|
"recall-0.05": 0.991114,
|
|
"recall-0.1": 0.998633,
|
|
"recall-0.15": 0.998633,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1433,
|
|
"mean": 0.014093,
|
|
"median": 0.010183,
|
|
"std": 0.016557,
|
|
"sem": 0.000438,
|
|
"min": 0.000574,
|
|
"max": 0.149411,
|
|
"recall-0.025": 0.901674,
|
|
"recall-0.05": 0.970711,
|
|
"recall-0.1": 0.98954,
|
|
"recall-0.15": 0.999303,
|
|
"recall-0.25": 0.999303,
|
|
"recall-0.5": 0.999303,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1456,
|
|
"mean": 0.014011,
|
|
"median": 0.010354,
|
|
"std": 0.013071,
|
|
"sem": 0.000343,
|
|
"min": 0.000942,
|
|
"max": 0.105567,
|
|
"recall-0.025": 0.889423,
|
|
"recall-0.05": 0.976648,
|
|
"recall-0.1": 0.998626,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1464,
|
|
"mean": 0.021108,
|
|
"median": 0.018657,
|
|
"std": 0.011653,
|
|
"sem": 0.000305,
|
|
"min": 0.001198,
|
|
"max": 0.088111,
|
|
"recall-0.025": 0.746075,
|
|
"recall-0.05": 0.965188,
|
|
"recall-0.1": 0.999317,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1465,
|
|
"mean": 0.022102,
|
|
"median": 0.021624,
|
|
"std": 0.01111,
|
|
"sem": 0.00029,
|
|
"min": 0.001318,
|
|
"max": 0.241686,
|
|
"recall-0.025": 0.635061,
|
|
"recall-0.05": 0.99045,
|
|
"recall-0.1": 0.997954,
|
|
"recall-0.15": 0.998636,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1464,
|
|
"mean": 0.022536,
|
|
"median": 0.021123,
|
|
"std": 0.011465,
|
|
"sem": 0.0003,
|
|
"min": 0.001596,
|
|
"max": 0.113885,
|
|
"recall-0.025": 0.648464,
|
|
"recall-0.05": 0.980205,
|
|
"recall-0.1": 0.996587,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1458,
|
|
"mean": 0.025059,
|
|
"median": 0.023716,
|
|
"std": 0.015207,
|
|
"sem": 0.000398,
|
|
"min": 0.001642,
|
|
"max": 0.177471,
|
|
"recall-0.025": 0.542838,
|
|
"recall-0.05": 0.966415,
|
|
"recall-0.1": 0.990404,
|
|
"recall-0.15": 0.997944,
|
|
"recall-0.25": 0.999315,
|
|
"recall-0.5": 0.999315,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1462,
|
|
"mean": 0.03617,
|
|
"median": 0.024096,
|
|
"std": 0.033091,
|
|
"sem": 0.000866,
|
|
"min": 0.001968,
|
|
"max": 0.244776,
|
|
"recall-0.025": 0.526316,
|
|
"recall-0.05": 0.78879,
|
|
"recall-0.1": 0.930964,
|
|
"recall-0.15": 0.991114,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1458,
|
|
"mean": 0.036542,
|
|
"median": 0.024962,
|
|
"std": 0.03449,
|
|
"sem": 0.000904,
|
|
"min": 0.00085,
|
|
"max": 0.285832,
|
|
"recall-0.025": 0.50137,
|
|
"recall-0.05": 0.771918,
|
|
"recall-0.1": 0.941781,
|
|
"recall-0.15": 0.979452,
|
|
"recall-0.25": 0.99726,
|
|
"recall-0.5": 0.99863,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.78246,
|
|
"recall-0.05": 0.95234,
|
|
"recall-0.1": 0.98741,
|
|
"recall-0.15": 0.99663,
|
|
"recall-0.25": 0.99879,
|
|
"recall-0.5": 0.99889
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20406,
|
|
"pcp": 0.998141
|
|
}
|
|
```
|
|
|
|
### IkeaAsm
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0328029,
|
|
"demosaicing": 0.000688804,
|
|
"avg_time_2d": 0.00827343,
|
|
"avg_time_3d": 3.32605e-05,
|
|
"time_tracks": 0,
|
|
"fps": 111.167
|
|
}
|
|
{
|
|
"triangulator_calls": 479,
|
|
"init_time": 2.76712e-06,
|
|
"undistort_time": 4.95355e-06,
|
|
"project_time": 1.56639e-08,
|
|
"match_time": 1.61253e-08,
|
|
"pairs_time": 2.38084e-07,
|
|
"pair_scoring_time": 8.52777e-06,
|
|
"grouping_time": 1.85979e-06,
|
|
"full_time": 4.0354e-06,
|
|
"merge_time": 1.96859e-06,
|
|
"post_time": 4.91382e-06,
|
|
"convert_time": 7.42255e-08,
|
|
"total_time": 2.96032e-05
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 479,
|
|
"total_labels": 479,
|
|
"total_preds": 537,
|
|
"considered_empty": 0,
|
|
"valid_preds": 449,
|
|
"invalid_preds": 88,
|
|
"missing": 30,
|
|
"invalid_fraction": 0.16387,
|
|
"precision": 0.83613,
|
|
"recall": 0.93737,
|
|
"f1": 0.88386,
|
|
"non_empty": 537
|
|
},
|
|
"mpjpe": {
|
|
"count": 449,
|
|
"mean": 0.069741,
|
|
"median": 0.053886,
|
|
"std": 0.046986,
|
|
"sem": 0.00222,
|
|
"min": 0.018891,
|
|
"max": 0.466521,
|
|
"recall-0.025": 0.029228,
|
|
"recall-0.05": 0.409186,
|
|
"recall-0.1": 0.768267,
|
|
"recall-0.15": 0.893528,
|
|
"recall-0.25": 0.929019,
|
|
"recall-0.5": 0.93737,
|
|
"num_labels": 479,
|
|
"ap-0.025": 0.000911,
|
|
"ap-0.05": 0.186696,
|
|
"ap-0.1": 0.597781,
|
|
"ap-0.15": 0.799116,
|
|
"ap-0.25": 0.85986,
|
|
"ap-0.5": 0.870546
|
|
},
|
|
"head": {
|
|
"count": 426,
|
|
"mean": 0.038598,
|
|
"median": 0.033208,
|
|
"std": 0.030481,
|
|
"sem": 0.001479,
|
|
"min": 0.001558,
|
|
"max": 0.409887,
|
|
"recall-0.025": 0.30531,
|
|
"recall-0.05": 0.727876,
|
|
"recall-0.1": 0.931416,
|
|
"recall-0.15": 0.935841,
|
|
"recall-0.25": 0.938053,
|
|
"recall-0.5": 0.942478,
|
|
"num_labels": 452
|
|
},
|
|
"shoulder_left": {
|
|
"count": 427,
|
|
"mean": 0.042352,
|
|
"median": 0.036816,
|
|
"std": 0.020814,
|
|
"sem": 0.001008,
|
|
"min": 0.009034,
|
|
"max": 0.211904,
|
|
"recall-0.025": 0.11674,
|
|
"recall-0.05": 0.718062,
|
|
"recall-0.1": 0.922907,
|
|
"recall-0.15": 0.938326,
|
|
"recall-0.25": 0.940529,
|
|
"recall-0.5": 0.940529,
|
|
"num_labels": 454
|
|
},
|
|
"shoulder_right": {
|
|
"count": 438,
|
|
"mean": 0.028932,
|
|
"median": 0.027676,
|
|
"std": 0.009681,
|
|
"sem": 0.000463,
|
|
"min": 0.00365,
|
|
"max": 0.072742,
|
|
"recall-0.025": 0.35546,
|
|
"recall-0.05": 0.905782,
|
|
"recall-0.1": 0.937901,
|
|
"recall-0.15": 0.937901,
|
|
"recall-0.25": 0.937901,
|
|
"recall-0.5": 0.937901,
|
|
"num_labels": 467
|
|
},
|
|
"elbow_left": {
|
|
"count": 415,
|
|
"mean": 0.032092,
|
|
"median": 0.024574,
|
|
"std": 0.024782,
|
|
"sem": 0.001218,
|
|
"min": 0.002713,
|
|
"max": 0.194995,
|
|
"recall-0.025": 0.489703,
|
|
"recall-0.05": 0.80778,
|
|
"recall-0.1": 0.922197,
|
|
"recall-0.15": 0.947368,
|
|
"recall-0.25": 0.949657,
|
|
"recall-0.5": 0.949657,
|
|
"num_labels": 437
|
|
},
|
|
"elbow_right": {
|
|
"count": 417,
|
|
"mean": 0.02677,
|
|
"median": 0.024014,
|
|
"std": 0.018069,
|
|
"sem": 0.000886,
|
|
"min": 0.001051,
|
|
"max": 0.195409,
|
|
"recall-0.025": 0.512472,
|
|
"recall-0.05": 0.877551,
|
|
"recall-0.1": 0.941043,
|
|
"recall-0.15": 0.941043,
|
|
"recall-0.25": 0.945578,
|
|
"recall-0.5": 0.945578,
|
|
"num_labels": 441
|
|
},
|
|
"wrist_left": {
|
|
"count": 409,
|
|
"mean": 0.032891,
|
|
"median": 0.026981,
|
|
"std": 0.025927,
|
|
"sem": 0.001284,
|
|
"min": 0.002241,
|
|
"max": 0.233265,
|
|
"recall-0.025": 0.412844,
|
|
"recall-0.05": 0.81422,
|
|
"recall-0.1": 0.917431,
|
|
"recall-0.15": 0.924312,
|
|
"recall-0.25": 0.938073,
|
|
"recall-0.5": 0.938073,
|
|
"num_labels": 436
|
|
},
|
|
"wrist_right": {
|
|
"count": 419,
|
|
"mean": 0.028269,
|
|
"median": 0.023805,
|
|
"std": 0.029367,
|
|
"sem": 0.001436,
|
|
"min": 0.002123,
|
|
"max": 0.396389,
|
|
"recall-0.025": 0.5,
|
|
"recall-0.05": 0.887892,
|
|
"recall-0.1": 0.921525,
|
|
"recall-0.15": 0.928251,
|
|
"recall-0.25": 0.93722,
|
|
"recall-0.5": 0.939462,
|
|
"num_labels": 446
|
|
},
|
|
"hip_left": {
|
|
"count": 299,
|
|
"mean": 0.10124,
|
|
"median": 0.096106,
|
|
"std": 0.035167,
|
|
"sem": 0.002037,
|
|
"min": 0.023332,
|
|
"max": 0.342152,
|
|
"recall-0.025": 0.003185,
|
|
"recall-0.05": 0.025478,
|
|
"recall-0.1": 0.550955,
|
|
"recall-0.15": 0.888535,
|
|
"recall-0.25": 0.93949,
|
|
"recall-0.5": 0.952229,
|
|
"num_labels": 314
|
|
},
|
|
"hip_right": {
|
|
"count": 247,
|
|
"mean": 0.082514,
|
|
"median": 0.080743,
|
|
"std": 0.031409,
|
|
"sem": 0.002003,
|
|
"min": 0.021341,
|
|
"max": 0.343203,
|
|
"recall-0.025": 0.003846,
|
|
"recall-0.05": 0.080769,
|
|
"recall-0.1": 0.8,
|
|
"recall-0.15": 0.926923,
|
|
"recall-0.25": 0.942308,
|
|
"recall-0.5": 0.95,
|
|
"num_labels": 260
|
|
},
|
|
"knee_left": {
|
|
"count": 249,
|
|
"mean": 0.105764,
|
|
"median": 0.089743,
|
|
"std": 0.071632,
|
|
"sem": 0.004549,
|
|
"min": 0.012371,
|
|
"max": 0.481831,
|
|
"recall-0.025": 0.01087,
|
|
"recall-0.05": 0.105072,
|
|
"recall-0.1": 0.528986,
|
|
"recall-0.15": 0.76087,
|
|
"recall-0.25": 0.876812,
|
|
"recall-0.5": 0.902174,
|
|
"num_labels": 276
|
|
},
|
|
"knee_right": {
|
|
"count": 198,
|
|
"mean": 0.077003,
|
|
"median": 0.054873,
|
|
"std": 0.077132,
|
|
"sem": 0.005495,
|
|
"min": 0.016417,
|
|
"max": 0.47833,
|
|
"recall-0.025": 0.060465,
|
|
"recall-0.05": 0.376744,
|
|
"recall-0.1": 0.786047,
|
|
"recall-0.15": 0.851163,
|
|
"recall-0.25": 0.874419,
|
|
"recall-0.5": 0.92093,
|
|
"num_labels": 215
|
|
},
|
|
"ankle_left": {
|
|
"count": 87,
|
|
"mean": 0.243746,
|
|
"median": 0.23705,
|
|
"std": 0.124558,
|
|
"sem": 0.013431,
|
|
"min": 0.02336,
|
|
"max": 0.490082,
|
|
"recall-0.025": 0.007576,
|
|
"recall-0.05": 0.037879,
|
|
"recall-0.1": 0.098485,
|
|
"recall-0.15": 0.159091,
|
|
"recall-0.25": 0.363636,
|
|
"recall-0.5": 0.659091,
|
|
"num_labels": 132
|
|
},
|
|
"ankle_right": {
|
|
"count": 71,
|
|
"mean": 0.225923,
|
|
"median": 0.208668,
|
|
"std": 0.129437,
|
|
"sem": 0.015471,
|
|
"min": 0.024771,
|
|
"max": 0.489905,
|
|
"recall-0.025": 0.007874,
|
|
"recall-0.05": 0.055118,
|
|
"recall-0.1": 0.102362,
|
|
"recall-0.15": 0.181102,
|
|
"recall-0.25": 0.330709,
|
|
"recall-0.5": 0.559055,
|
|
"num_labels": 127
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4457,
|
|
"recall-0.025": 0.27238,
|
|
"recall-0.05": 0.60826,
|
|
"recall-0.1": 0.81288,
|
|
"recall-0.15": 0.87121,
|
|
"recall-0.25": 0.89791,
|
|
"recall-0.5": 0.919
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4313,
|
|
"correct_parts": 3910,
|
|
"pcp": 0.906562
|
|
}
|
|
```
|
|
|
|
### CHI3D
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.017131,
|
|
"demosaicing": 0.000534311,
|
|
"avg_time_2d": 0.00967172,
|
|
"avg_time_3d": 6.58453e-05,
|
|
"time_tracks": 7.14611e-07,
|
|
"fps": 97.3464
|
|
}
|
|
{
|
|
"triangulator_calls": 390,
|
|
"init_time": 3.62797e-06,
|
|
"undistort_time": 7.42405e-06,
|
|
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"match_time": 3.34252e-06,
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"pairs_time": 6.42449e-07,
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"pair_scoring_time": 1.26207e-05,
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|
"grouping_time": 3.05494e-06,
|
|
"full_time": 1.53741e-05,
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|
"merge_time": 6.06812e-06,
|
|
"post_time": 6.34942e-06,
|
|
"convert_time": 1.09736e-07,
|
|
"total_time": 6.02468e-05
|
|
}
|
|
{
|
|
"person_nums": {
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"total_frames": 390,
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|
"total_labels": 780,
|
|
"total_preds": 780,
|
|
"considered_empty": 0,
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"valid_preds": 780,
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"invalid_preds": 0,
|
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"missing": 0,
|
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"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 1.0,
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|
"f1": 1.0,
|
|
"non_empty": 780
|
|
},
|
|
"mpjpe": {
|
|
"count": 780,
|
|
"mean": 0.060113,
|
|
"median": 0.057707,
|
|
"std": 0.013246,
|
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"sem": 0.000475,
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"recall-0.025": 0.0,
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"num_labels": 780,
|
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"ap-0.025": 0.0,
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"head": {
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"num_labels": 780
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"shoulder_left": {
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"num_labels": 780
|
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},
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"shoulder_right": {
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|
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},
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"elbow_left": {
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|
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},
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"ankle_left": {
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|
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},
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"joint_recalls": {
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"recall-0.025": 0.07249,
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"recall-0.05": 0.44773,
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}
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}
|
|
{
|
|
"total_parts": 10920,
|
|
"correct_parts": 10804,
|
|
"pcp": 0.989377
|
|
}
|
|
```
|
|
|
|
### Tsinghua
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.10629,
|
|
"demosaicing": 0.00275472,
|
|
"avg_time_2d": 0.0177096,
|
|
"avg_time_3d": 0.000186646,
|
|
"time_tracks": 9.80225e-07,
|
|
"fps": 48.4216
|
|
}
|
|
{
|
|
"triangulator_calls": 210,
|
|
"init_time": 3.40603e-06,
|
|
"undistort_time": 1.63098e-05,
|
|
"project_time": 2.73116e-06,
|
|
"match_time": 1.0022e-05,
|
|
"pairs_time": 5.36449e-06,
|
|
"pair_scoring_time": 4.37462e-05,
|
|
"grouping_time": 1.2529e-05,
|
|
"full_time": 5.16409e-05,
|
|
"merge_time": 2.12021e-05,
|
|
"post_time": 8.01499e-06,
|
|
"convert_time": 1.49248e-07,
|
|
"total_time": 0.000175354
|
|
}
|
|
{
|
|
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|
|
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|
|
"total_labels": 630,
|
|
"total_preds": 630,
|
|
"considered_empty": 0,
|
|
"valid_preds": 630,
|
|
"invalid_preds": 0,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 1.0,
|
|
"f1": 1.0,
|
|
"non_empty": 630
|
|
},
|
|
"mpjpe": {
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
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|
|
"ap-0.025": 0.0,
|
|
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|
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|
|
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|
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|
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|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
},
|
|
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|
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|
|
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|
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|
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|
|
"sem": 0.000719,
|
|
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|
|
"max": 0.133346,
|
|
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|
|
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|
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|
|
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|
|
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|
|
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|
|
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|
|
},
|
|
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|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
"recall-0.05": 0.330159,
|
|
"recall-0.1": 0.965079,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
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|
|
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|
|
},
|
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|
|
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|
|
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|
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|
|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
|
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|
|
},
|
|
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|
|
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|
|
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|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
},
|
|
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|
|
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|
|
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|
|
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|
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|
|
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|
|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
|
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|
|
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|
|
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|
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|
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|
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|
|
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|
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|
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|
|
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|
|
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|
|
"recall-0.1": 0.9632,
|
|
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|
|
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|
|
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|
|
"num_labels": 625
|
|
},
|
|
"hip_left": {
|
|
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|
|
"mean": 0.052218,
|
|
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|
|
"std": 0.021349,
|
|
"sem": 0.000851,
|
|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
|
"num_labels": 630
|
|
},
|
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"hip_right": {
|
|
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|
|
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|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
|
"num_labels": 629
|
|
},
|
|
"knee_left": {
|
|
"count": 628,
|
|
"mean": 0.047826,
|
|
"median": 0.03631,
|
|
"std": 0.046774,
|
|
"sem": 0.001868,
|
|
"min": 0.007664,
|
|
"max": 0.367525,
|
|
"recall-0.025": 0.235669,
|
|
"recall-0.05": 0.721338,
|
|
"recall-0.1": 0.93949,
|
|
"recall-0.15": 0.958599,
|
|
"recall-0.25": 0.984076,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 628
|
|
},
|
|
"knee_right": {
|
|
"count": 629,
|
|
"mean": 0.054903,
|
|
"median": 0.037932,
|
|
"std": 0.071775,
|
|
"sem": 0.002864,
|
|
"min": 0.004537,
|
|
"max": 0.495748,
|
|
"recall-0.025": 0.217806,
|
|
"recall-0.05": 0.717011,
|
|
"recall-0.1": 0.934817,
|
|
"recall-0.15": 0.952305,
|
|
"recall-0.25": 0.957075,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"ankle_left": {
|
|
"count": 619,
|
|
"mean": 0.057299,
|
|
"median": 0.043043,
|
|
"std": 0.070152,
|
|
"sem": 0.002822,
|
|
"min": 0.010861,
|
|
"max": 0.487316,
|
|
"recall-0.025": 0.095315,
|
|
"recall-0.05": 0.675283,
|
|
"recall-0.1": 0.949919,
|
|
"recall-0.15": 0.959612,
|
|
"recall-0.25": 0.966074,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 619
|
|
},
|
|
"ankle_right": {
|
|
"count": 602,
|
|
"mean": 0.047131,
|
|
"median": 0.041545,
|
|
"std": 0.044402,
|
|
"sem": 0.001811,
|
|
"min": 0.00643,
|
|
"max": 0.451767,
|
|
"recall-0.025": 0.173633,
|
|
"recall-0.05": 0.697749,
|
|
"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": 0.11084,
|
|
"recall-0.05": 0.59085,
|
|
"recall-0.1": 0.96027,
|
|
"recall-0.15": 0.98487,
|
|
"recall-0.25": 0.98917,
|
|
"recall-0.5": 0.99754
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 8725,
|
|
"correct_parts": 8610,
|
|
"pcp": 0.986819
|
|
}
|
|
```
|
|
|
|
### H3WB
|
|
|
|
##### default joints
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0238378,
|
|
"demosaicing": 0.000636266,
|
|
"avg_time_2d": 0.00815636,
|
|
"avg_time_3d": 3.58057e-05,
|
|
"time_tracks": 0,
|
|
"fps": 113.27
|
|
}
|
|
{
|
|
"triangulator_calls": 200,
|
|
"init_time": 2.48301e-06,
|
|
"undistort_time": 3.87892e-06,
|
|
"project_time": 1.631e-08,
|
|
"match_time": 1.7425e-08,
|
|
"pairs_time": 1.91205e-07,
|
|
"pair_scoring_time": 6.51435e-06,
|
|
"grouping_time": 1.34391e-06,
|
|
"full_time": 8.08203e-06,
|
|
"merge_time": 3.25998e-06,
|
|
"post_time": 4.78512e-06,
|
|
"convert_time": 6.6235e-08,
|
|
"total_time": 3.08763e-05
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 200,
|
|
"total_labels": 200,
|
|
"total_preds": 200,
|
|
"considered_empty": 0,
|
|
"valid_preds": 200,
|
|
"invalid_preds": 0,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 1.0,
|
|
"f1": 1.0,
|
|
"non_empty": 200
|
|
},
|
|
"mpjpe": {
|
|
"count": 200,
|
|
"mean": 0.023709,
|
|
"median": 0.022283,
|
|
"std": 0.008745,
|
|
"sem": 0.00062,
|
|
"min": 0.010617,
|
|
"max": 0.077054,
|
|
"recall-0.025": 0.665,
|
|
"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": 0.583388,
|
|
"ap-0.05": 0.984394,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"nose": {
|
|
"count": 200,
|
|
"mean": 0.037665,
|
|
"median": 0.025859,
|
|
"std": 0.033979,
|
|
"sem": 0.002409,
|
|
"min": 0.003582,
|
|
"max": 0.182065,
|
|
"recall-0.025": 0.48,
|
|
"recall-0.05": 0.77,
|
|
"recall-0.1": 0.915,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_left": {
|
|
"count": 200,
|
|
"mean": 0.019542,
|
|
"median": 0.016914,
|
|
"std": 0.011442,
|
|
"sem": 0.000811,
|
|
"min": 0.003235,
|
|
"max": 0.068561,
|
|
"recall-0.025": 0.75,
|
|
"recall-0.05": 0.97,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_right": {
|
|
"count": 200,
|
|
"mean": 0.024472,
|
|
"median": 0.022002,
|
|
"std": 0.013062,
|
|
"sem": 0.000926,
|
|
"min": 0.003333,
|
|
"max": 0.089912,
|
|
"recall-0.025": 0.6,
|
|
"recall-0.05": 0.945,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"elbow_left": {
|
|
"count": 200,
|
|
"mean": 0.016871,
|
|
"median": 0.014007,
|
|
"std": 0.012136,
|
|
"sem": 0.00086,
|
|
"min": 0.001833,
|
|
"max": 0.083017,
|
|
"recall-0.025": 0.825,
|
|
"recall-0.05": 0.975,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"elbow_right": {
|
|
"count": 200,
|
|
"mean": 0.022,
|
|
"median": 0.016392,
|
|
"std": 0.018578,
|
|
"sem": 0.001317,
|
|
"min": 0.00192,
|
|
"max": 0.113715,
|
|
"recall-0.025": 0.675,
|
|
"recall-0.05": 0.925,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_left": {
|
|
"count": 200,
|
|
"mean": 0.024847,
|
|
"median": 0.017968,
|
|
"std": 0.032377,
|
|
"sem": 0.002295,
|
|
"min": 0.000995,
|
|
"max": 0.314149,
|
|
"recall-0.025": 0.67,
|
|
"recall-0.05": 0.93,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 0.99,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_right": {
|
|
"count": 200,
|
|
"mean": 0.027141,
|
|
"median": 0.020606,
|
|
"std": 0.023658,
|
|
"sem": 0.001677,
|
|
"min": 0.001005,
|
|
"max": 0.183924,
|
|
"recall-0.025": 0.625,
|
|
"recall-0.05": 0.885,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_left": {
|
|
"count": 200,
|
|
"mean": 0.033142,
|
|
"median": 0.029266,
|
|
"std": 0.018181,
|
|
"sem": 0.001289,
|
|
"min": 0.007035,
|
|
"max": 0.150308,
|
|
"recall-0.025": 0.355,
|
|
"recall-0.05": 0.825,
|
|
"recall-0.1": 0.995,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_right": {
|
|
"count": 200,
|
|
"mean": 0.030878,
|
|
"median": 0.029959,
|
|
"std": 0.014802,
|
|
"sem": 0.001049,
|
|
"min": 0.002668,
|
|
"max": 0.082366,
|
|
"recall-0.025": 0.36,
|
|
"recall-0.05": 0.895,
|
|
"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": 0.021165,
|
|
"median": 0.014626,
|
|
"std": 0.028929,
|
|
"sem": 0.002051,
|
|
"min": 0.002765,
|
|
"max": 0.277651,
|
|
"recall-0.025": 0.78,
|
|
"recall-0.05": 0.96,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"knee_right": {
|
|
"count": 200,
|
|
"mean": 0.017451,
|
|
"median": 0.013863,
|
|
"std": 0.018193,
|
|
"sem": 0.00129,
|
|
"min": 0.001389,
|
|
"max": 0.18093,
|
|
"recall-0.025": 0.83,
|
|
"recall-0.05": 0.98,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_left": {
|
|
"count": 200,
|
|
"mean": 0.015379,
|
|
"median": 0.011036,
|
|
"std": 0.023267,
|
|
"sem": 0.001649,
|
|
"min": 0.001617,
|
|
"max": 0.261342,
|
|
"recall-0.025": 0.93,
|
|
"recall-0.05": 0.975,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_right": {
|
|
"count": 200,
|
|
"mean": 0.017662,
|
|
"median": 0.010218,
|
|
"std": 0.03176,
|
|
"sem": 0.002251,
|
|
"min": 0.00132,
|
|
"max": 0.333445,
|
|
"recall-0.025": 0.885,
|
|
"recall-0.05": 0.955,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 2600,
|
|
"recall-0.025": 0.67423,
|
|
"recall-0.05": 0.92231,
|
|
"recall-0.1": 0.98423,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.99808,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 2800,
|
|
"correct_parts": 2796,
|
|
"pcp": 0.998571
|
|
}
|
|
```
|
|
|
|
##### whole-body
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.0236518,
|
|
"demosaicing": 0.000602851,
|
|
"avg_time_2d": 0.0113845,
|
|
"avg_time_3d": 0.000125986,
|
|
"time_tracks": 0,
|
|
"fps": 82.5534
|
|
}
|
|
{
|
|
"triangulator_calls": 200,
|
|
"init_time": 2.97396e-06,
|
|
"undistort_time": 2.5562e-05,
|
|
"project_time": 1.603e-08,
|
|
"match_time": 1.6665e-08,
|
|
"pairs_time": 1.9097e-07,
|
|
"pair_scoring_time": 6.17438e-06,
|
|
"grouping_time": 1.39008e-06,
|
|
"full_time": 4.7166e-05,
|
|
"merge_time": 1.44189e-05,
|
|
"post_time": 2.28388e-05,
|
|
"convert_time": 3.08945e-07,
|
|
"total_time": 0.000121292
|
|
}
|
|
{
|
|
"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": 0.045694,
|
|
"median": 0.042585,
|
|
"std": 0.01577,
|
|
"sem": 0.001118,
|
|
"min": 0.020208,
|
|
"max": 0.097037,
|
|
"recall-0.025": 0.025,
|
|
"recall-0.05": 0.715,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200,
|
|
"ap-0.025": 0.0106,
|
|
"ap-0.05": 0.626969,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"nose": {
|
|
"count": 200,
|
|
"mean": 0.047529,
|
|
"median": 0.031086,
|
|
"std": 0.040302,
|
|
"sem": 0.002857,
|
|
"min": 0.003118,
|
|
"max": 0.214701,
|
|
"recall-0.025": 0.405,
|
|
"recall-0.05": 0.67,
|
|
"recall-0.1": 0.86,
|
|
"recall-0.15": 0.98,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"eye_left": {
|
|
"count": 200,
|
|
"mean": 0.03943,
|
|
"median": 0.027036,
|
|
"std": 0.032423,
|
|
"sem": 0.002298,
|
|
"min": 0.006846,
|
|
"max": 0.176441,
|
|
"recall-0.025": 0.45,
|
|
"recall-0.05": 0.77,
|
|
"recall-0.1": 0.925,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"eye_right": {
|
|
"count": 200,
|
|
"mean": 0.044906,
|
|
"median": 0.030087,
|
|
"std": 0.036909,
|
|
"sem": 0.002616,
|
|
"min": 0.003578,
|
|
"max": 0.214001,
|
|
"recall-0.025": 0.415,
|
|
"recall-0.05": 0.64,
|
|
"recall-0.1": 0.915,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ear_left": {
|
|
"count": 200,
|
|
"mean": 0.030034,
|
|
"median": 0.024801,
|
|
"std": 0.02336,
|
|
"sem": 0.001656,
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"max": 0.406535,
|
|
"recall-0.025": 0.47,
|
|
"recall-0.05": 0.755,
|
|
"recall-0.1": 0.89,
|
|
"recall-0.15": 0.93,
|
|
"recall-0.25": 0.975,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_middle_right_4": {
|
|
"count": 200,
|
|
"mean": 0.044292,
|
|
"median": 0.026214,
|
|
"std": 0.055433,
|
|
"sem": 0.00393,
|
|
"min": 0.003879,
|
|
"max": 0.372291,
|
|
"recall-0.025": 0.485,
|
|
"recall-0.05": 0.785,
|
|
"recall-0.1": 0.925,
|
|
"recall-0.15": 0.945,
|
|
"recall-0.25": 0.98,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_1": {
|
|
"count": 200,
|
|
"mean": 0.051345,
|
|
"median": 0.027123,
|
|
"std": 0.06328,
|
|
"sem": 0.004486,
|
|
"min": 0.003211,
|
|
"max": 0.462143,
|
|
"recall-0.025": 0.48,
|
|
"recall-0.05": 0.715,
|
|
"recall-0.1": 0.865,
|
|
"recall-0.15": 0.925,
|
|
"recall-0.25": 0.985,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_2": {
|
|
"count": 200,
|
|
"mean": 0.052418,
|
|
"median": 0.02785,
|
|
"std": 0.063993,
|
|
"sem": 0.004536,
|
|
"min": 0.003769,
|
|
"max": 0.400116,
|
|
"recall-0.025": 0.45,
|
|
"recall-0.05": 0.685,
|
|
"recall-0.1": 0.855,
|
|
"recall-0.15": 0.925,
|
|
"recall-0.25": 0.98,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_3": {
|
|
"count": 200,
|
|
"mean": 0.052464,
|
|
"median": 0.028206,
|
|
"std": 0.064607,
|
|
"sem": 0.00458,
|
|
"min": 0.002826,
|
|
"max": 0.486767,
|
|
"recall-0.025": 0.43,
|
|
"recall-0.05": 0.68,
|
|
"recall-0.1": 0.855,
|
|
"recall-0.15": 0.935,
|
|
"recall-0.25": 0.985,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_4": {
|
|
"count": 200,
|
|
"mean": 0.044455,
|
|
"median": 0.027491,
|
|
"std": 0.054836,
|
|
"sem": 0.003887,
|
|
"min": 0.00376,
|
|
"max": 0.372652,
|
|
"recall-0.025": 0.455,
|
|
"recall-0.05": 0.775,
|
|
"recall-0.1": 0.905,
|
|
"recall-0.15": 0.96,
|
|
"recall-0.25": 0.975,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_1": {
|
|
"count": 200,
|
|
"mean": 0.047977,
|
|
"median": 0.028,
|
|
"std": 0.061058,
|
|
"sem": 0.004328,
|
|
"min": 0.003255,
|
|
"max": 0.464312,
|
|
"recall-0.025": 0.45,
|
|
"recall-0.05": 0.745,
|
|
"recall-0.1": 0.885,
|
|
"recall-0.15": 0.945,
|
|
"recall-0.25": 0.99,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_2": {
|
|
"count": 200,
|
|
"mean": 0.054,
|
|
"median": 0.031749,
|
|
"std": 0.060902,
|
|
"sem": 0.004317,
|
|
"min": 0.00316,
|
|
"max": 0.478425,
|
|
"recall-0.025": 0.36,
|
|
"recall-0.05": 0.705,
|
|
"recall-0.1": 0.845,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.985,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_3": {
|
|
"count": 200,
|
|
"mean": 0.050308,
|
|
"median": 0.030149,
|
|
"std": 0.058894,
|
|
"sem": 0.004175,
|
|
"min": 0.003776,
|
|
"max": 0.480335,
|
|
"recall-0.025": 0.38,
|
|
"recall-0.05": 0.75,
|
|
"recall-0.1": 0.855,
|
|
"recall-0.15": 0.925,
|
|
"recall-0.25": 0.985,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_4": {
|
|
"count": 200,
|
|
"mean": 0.043242,
|
|
"median": 0.02936,
|
|
"std": 0.048436,
|
|
"sem": 0.003434,
|
|
"min": 0.002074,
|
|
"max": 0.36354,
|
|
"recall-0.025": 0.41,
|
|
"recall-0.05": 0.785,
|
|
"recall-0.1": 0.915,
|
|
"recall-0.15": 0.97,
|
|
"recall-0.25": 0.985,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_middle": {
|
|
"count": 200,
|
|
"mean": 0.032294,
|
|
"median": 0.028698,
|
|
"std": 0.017953,
|
|
"sem": 0.001273,
|
|
"min": 0.004267,
|
|
"max": 0.123037,
|
|
"recall-0.025": 0.395,
|
|
"recall-0.05": 0.87,
|
|
"recall-0.1": 0.995,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_middle": {
|
|
"count": 200,
|
|
"mean": 0.020616,
|
|
"median": 0.018275,
|
|
"std": 0.01036,
|
|
"sem": 0.000734,
|
|
"min": 0.003021,
|
|
"max": 0.053145,
|
|
"recall-0.025": 0.715,
|
|
"recall-0.05": 0.985,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"head": {
|
|
"count": 200,
|
|
"mean": 0.032469,
|
|
"median": 0.029462,
|
|
"std": 0.018887,
|
|
"sem": 0.001339,
|
|
"min": 0.001835,
|
|
"max": 0.129726,
|
|
"recall-0.025": 0.395,
|
|
"recall-0.05": 0.855,
|
|
"recall-0.1": 0.995,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"body_errors": {
|
|
"body": {
|
|
"count": 5200,
|
|
"mean": 0.029088,
|
|
"median": 0.022374,
|
|
"std": 0.025436,
|
|
"sem": 0.001803,
|
|
"min": 0.002736,
|
|
"max": 0.19124,
|
|
"num_labels": 5200
|
|
},
|
|
"face": {
|
|
"count": 13596,
|
|
"mean": 0.054295,
|
|
"median": 0.038483,
|
|
"std": 0.044364,
|
|
"sem": 0.003145,
|
|
"min": 0.004204,
|
|
"max": 0.265723,
|
|
"num_labels": 13600
|
|
},
|
|
"hand": {
|
|
"count": 8400,
|
|
"mean": 0.041787,
|
|
"median": 0.025051,
|
|
"std": 0.048889,
|
|
"sem": 0.003466,
|
|
"min": 0.002704,
|
|
"max": 0.346641,
|
|
"num_labels": 8400
|
|
}
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 27200,
|
|
"recall-0.025": 0.45768,
|
|
"recall-0.05": 0.70794,
|
|
"recall-0.1": 0.88294,
|
|
"recall-0.15": 0.95658,
|
|
"recall-0.25": 0.99379,
|
|
"recall-0.5": 0.99985
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 2800,
|
|
"correct_parts": 2793,
|
|
"pcp": 0.9975
|
|
}
|
|
```
|
|
|
|
### EgoHumans
|
|
|
|
##### tagging
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.312548,
|
|
"demosaicing": 0.011021,
|
|
"avg_time_2d": 0.0264765,
|
|
"avg_time_3d": 0.000313949,
|
|
"time_tracks": 2.53844e-06,
|
|
"fps": 26.4453
|
|
}
|
|
{
|
|
"triangulator_calls": 100,
|
|
"init_time": 4.57954e-06,
|
|
"undistort_time": 2.4271e-05,
|
|
"project_time": 5.89015e-06,
|
|
"match_time": 1.97183e-05,
|
|
"pairs_time": 1.9491e-05,
|
|
"pair_scoring_time": 7.75438e-05,
|
|
"grouping_time": 2.80933e-05,
|
|
"full_time": 7.42912e-05,
|
|
"merge_time": 3.2981e-05,
|
|
"post_time": 1.03985e-05,
|
|
"convert_time": 2.2489e-07,
|
|
"total_time": 0.000297724
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 100,
|
|
"total_labels": 400,
|
|
"total_preds": 439,
|
|
"considered_empty": 0,
|
|
"valid_preds": 400,
|
|
"invalid_preds": 39,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.08884,
|
|
"precision": 0.91116,
|
|
"recall": 1.0,
|
|
"f1": 0.95352,
|
|
"non_empty": 439
|
|
},
|
|
"mpjpe": {
|
|
"count": 400,
|
|
"mean": 0.047853,
|
|
"median": 0.03281,
|
|
"std": 0.041933,
|
|
"sem": 0.002099,
|
|
"min": 0.014474,
|
|
"max": 0.293976,
|
|
"recall-0.025": 0.23,
|
|
"recall-0.05": 0.7525,
|
|
"recall-0.1": 0.9,
|
|
"recall-0.15": 0.9625,
|
|
"recall-0.25": 0.985,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400,
|
|
"ap-0.025": 0.077751,
|
|
"ap-0.05": 0.721836,
|
|
"ap-0.1": 0.89548,
|
|
"ap-0.15": 0.959475,
|
|
"ap-0.25": 0.982333,
|
|
"ap-0.5": 0.998597
|
|
},
|
|
"head": {
|
|
"count": 400,
|
|
"mean": 0.042819,
|
|
"median": 0.037172,
|
|
"std": 0.030273,
|
|
"sem": 0.001516,
|
|
"min": 0.002941,
|
|
"max": 0.356063,
|
|
"recall-0.025": 0.225,
|
|
"recall-0.05": 0.72,
|
|
"recall-0.1": 0.9725,
|
|
"recall-0.15": 0.9875,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"shoulder_left": {
|
|
"count": 400,
|
|
"mean": 0.036856,
|
|
"median": 0.031614,
|
|
"std": 0.032283,
|
|
"sem": 0.001616,
|
|
"min": 0.003249,
|
|
"max": 0.443177,
|
|
"recall-0.025": 0.34,
|
|
"recall-0.05": 0.825,
|
|
"recall-0.1": 0.9825,
|
|
"recall-0.15": 0.9925,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"shoulder_right": {
|
|
"count": 400,
|
|
"mean": 0.038607,
|
|
"median": 0.031504,
|
|
"std": 0.032415,
|
|
"sem": 0.001623,
|
|
"min": 0.002902,
|
|
"max": 0.27646,
|
|
"recall-0.025": 0.3225,
|
|
"recall-0.05": 0.8175,
|
|
"recall-0.1": 0.96,
|
|
"recall-0.15": 0.9825,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"elbow_left": {
|
|
"count": 400,
|
|
"mean": 0.029331,
|
|
"median": 0.024595,
|
|
"std": 0.029378,
|
|
"sem": 0.001471,
|
|
"min": 0.003356,
|
|
"max": 0.389531,
|
|
"recall-0.025": 0.5175,
|
|
"recall-0.05": 0.93,
|
|
"recall-0.1": 0.9775,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"elbow_right": {
|
|
"count": 400,
|
|
"mean": 0.036538,
|
|
"median": 0.028926,
|
|
"std": 0.032231,
|
|
"sem": 0.001614,
|
|
"min": 0.004792,
|
|
"max": 0.324817,
|
|
"recall-0.025": 0.405,
|
|
"recall-0.05": 0.83,
|
|
"recall-0.1": 0.965,
|
|
"recall-0.15": 0.9875,
|
|
"recall-0.25": 0.9925,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_left": {
|
|
"count": 400,
|
|
"mean": 0.036152,
|
|
"median": 0.027177,
|
|
"std": 0.032077,
|
|
"sem": 0.001606,
|
|
"min": 0.002868,
|
|
"max": 0.283793,
|
|
"recall-0.025": 0.45,
|
|
"recall-0.05": 0.8325,
|
|
"recall-0.1": 0.9525,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_right": {
|
|
"count": 399,
|
|
"mean": 0.044892,
|
|
"median": 0.027507,
|
|
"std": 0.051664,
|
|
"sem": 0.00259,
|
|
"min": 0.002679,
|
|
"max": 0.45148,
|
|
"recall-0.025": 0.435,
|
|
"recall-0.05": 0.7575,
|
|
"recall-0.1": 0.9,
|
|
"recall-0.15": 0.9475,
|
|
"recall-0.25": 0.9875,
|
|
"recall-0.5": 0.9975,
|
|
"num_labels": 400
|
|
},
|
|
"hip_left": {
|
|
"count": 400,
|
|
"mean": 0.046093,
|
|
"median": 0.038436,
|
|
"std": 0.028716,
|
|
"sem": 0.001438,
|
|
"min": 0.006087,
|
|
"max": 0.165726,
|
|
"recall-0.025": 0.2475,
|
|
"recall-0.05": 0.6725,
|
|
"recall-0.1": 0.95,
|
|
"recall-0.15": 0.9975,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"hip_right": {
|
|
"count": 400,
|
|
"mean": 0.05151,
|
|
"median": 0.037681,
|
|
"std": 0.042729,
|
|
"sem": 0.002139,
|
|
"min": 0.002343,
|
|
"max": 0.26692,
|
|
"recall-0.025": 0.26,
|
|
"recall-0.05": 0.665,
|
|
"recall-0.1": 0.875,
|
|
"recall-0.15": 0.9475,
|
|
"recall-0.25": 0.9975,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"knee_left": {
|
|
"count": 400,
|
|
"mean": 0.041532,
|
|
"median": 0.026047,
|
|
"std": 0.054641,
|
|
"sem": 0.002735,
|
|
"min": 0.002518,
|
|
"max": 0.460411,
|
|
"recall-0.025": 0.4775,
|
|
"recall-0.05": 0.83,
|
|
"recall-0.1": 0.935,
|
|
"recall-0.15": 0.9575,
|
|
"recall-0.25": 0.99,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 400
|
|
},
|
|
"knee_right": {
|
|
"count": 394,
|
|
"mean": 0.050495,
|
|
"median": 0.025752,
|
|
"std": 0.085541,
|
|
"sem": 0.004315,
|
|
"min": 0.001909,
|
|
"max": 0.490433,
|
|
"recall-0.025": 0.4775,
|
|
"recall-0.05": 0.7925,
|
|
"recall-0.1": 0.9075,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.93,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 400
|
|
},
|
|
"ankle_left": {
|
|
"count": 394,
|
|
"mean": 0.045135,
|
|
"median": 0.025436,
|
|
"std": 0.065467,
|
|
"sem": 0.003302,
|
|
"min": 0.001893,
|
|
"max": 0.471595,
|
|
"recall-0.025": 0.485,
|
|
"recall-0.05": 0.7775,
|
|
"recall-0.1": 0.915,
|
|
"recall-0.15": 0.9375,
|
|
"recall-0.25": 0.9525,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 400
|
|
},
|
|
"ankle_right": {
|
|
"count": 382,
|
|
"mean": 0.073079,
|
|
"median": 0.030565,
|
|
"std": 0.104712,
|
|
"sem": 0.005365,
|
|
"min": 0.003147,
|
|
"max": 0.4997,
|
|
"recall-0.025": 0.39,
|
|
"recall-0.05": 0.6525,
|
|
"recall-0.1": 0.78,
|
|
"recall-0.15": 0.8075,
|
|
"recall-0.25": 0.88,
|
|
"recall-0.5": 0.955,
|
|
"num_labels": 400
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 5200,
|
|
"recall-0.025": 0.38692,
|
|
"recall-0.05": 0.77712,
|
|
"recall-0.1": 0.92865,
|
|
"recall-0.15": 0.95692,
|
|
"recall-0.25": 0.97731,
|
|
"recall-0.5": 0.99404
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5600,
|
|
"correct_parts": 5458,
|
|
"pcp": 0.974643
|
|
}
|
|
```
|
|
|
|
##### legoassemble
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.273937,
|
|
"demosaicing": 0.01117,
|
|
"avg_time_2d": 0.0233173,
|
|
"avg_time_3d": 0.000261721,
|
|
"time_tracks": 1.07146e-06,
|
|
"fps": 28.7769
|
|
}
|
|
{
|
|
"triangulator_calls": 121,
|
|
"init_time": 3.9143e-06,
|
|
"undistort_time": 1.9143e-05,
|
|
"project_time": 3.81366e-06,
|
|
"match_time": 1.32056e-05,
|
|
"pairs_time": 9.64934e-06,
|
|
"pair_scoring_time": 6.59419e-05,
|
|
"grouping_time": 1.88873e-05,
|
|
"full_time": 7.51591e-05,
|
|
"merge_time": 3.43517e-05,
|
|
"post_time": 8.34392e-06,
|
|
"convert_time": 1.58727e-07,
|
|
"total_time": 0.000252832
|
|
}
|
|
{
|
|
"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": 0.025255,
|
|
"median": 0.024516,
|
|
"std": 0.007063,
|
|
"sem": 0.000371,
|
|
"min": 0.011427,
|
|
"max": 0.052165,
|
|
"recall-0.025": 0.5427,
|
|
"recall-0.05": 0.997245,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363,
|
|
"ap-0.025": 0.315813,
|
|
"ap-0.05": 0.996046,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 363,
|
|
"mean": 0.027154,
|
|
"median": 0.023125,
|
|
"std": 0.016762,
|
|
"sem": 0.000881,
|
|
"min": 0.000469,
|
|
"max": 0.087484,
|
|
"recall-0.025": 0.575758,
|
|
"recall-0.05": 0.895317,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"shoulder_left": {
|
|
"count": 363,
|
|
"mean": 0.026753,
|
|
"median": 0.020792,
|
|
"std": 0.02094,
|
|
"sem": 0.001101,
|
|
"min": 0.00281,
|
|
"max": 0.150546,
|
|
"recall-0.025": 0.61157,
|
|
"recall-0.05": 0.903581,
|
|
"recall-0.1": 0.980716,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"shoulder_right": {
|
|
"count": 363,
|
|
"mean": 0.022965,
|
|
"median": 0.02014,
|
|
"std": 0.012895,
|
|
"sem": 0.000678,
|
|
"min": 0.002881,
|
|
"max": 0.101877,
|
|
"recall-0.025": 0.625344,
|
|
"recall-0.05": 0.964187,
|
|
"recall-0.1": 0.997245,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"elbow_left": {
|
|
"count": 363,
|
|
"mean": 0.021864,
|
|
"median": 0.018853,
|
|
"std": 0.015366,
|
|
"sem": 0.000808,
|
|
"min": 0.001497,
|
|
"max": 0.20719,
|
|
"recall-0.025": 0.710744,
|
|
"recall-0.05": 0.964187,
|
|
"recall-0.1": 0.997245,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"elbow_right": {
|
|
"count": 363,
|
|
"mean": 0.018192,
|
|
"median": 0.016657,
|
|
"std": 0.009497,
|
|
"sem": 0.000499,
|
|
"min": 0.002679,
|
|
"max": 0.067897,
|
|
"recall-0.025": 0.815427,
|
|
"recall-0.05": 0.988981,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"wrist_left": {
|
|
"count": 363,
|
|
"mean": 0.022592,
|
|
"median": 0.018031,
|
|
"std": 0.017922,
|
|
"sem": 0.000942,
|
|
"min": 0.002162,
|
|
"max": 0.203249,
|
|
"recall-0.025": 0.699725,
|
|
"recall-0.05": 0.947658,
|
|
"recall-0.1": 0.991736,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"wrist_right": {
|
|
"count": 363,
|
|
"mean": 0.019408,
|
|
"median": 0.017944,
|
|
"std": 0.010821,
|
|
"sem": 0.000569,
|
|
"min": 0.002229,
|
|
"max": 0.077613,
|
|
"recall-0.025": 0.785124,
|
|
"recall-0.05": 0.983471,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"hip_left": {
|
|
"count": 363,
|
|
"mean": 0.030763,
|
|
"median": 0.026465,
|
|
"std": 0.017131,
|
|
"sem": 0.0009,
|
|
"min": 0.005169,
|
|
"max": 0.126707,
|
|
"recall-0.025": 0.454545,
|
|
"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": 0.031222,
|
|
"median": 0.028644,
|
|
"std": 0.016595,
|
|
"sem": 0.000872,
|
|
"min": 0.001926,
|
|
"max": 0.130375,
|
|
"recall-0.025": 0.385675,
|
|
"recall-0.05": 0.892562,
|
|
"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": 0.028488,
|
|
"median": 0.020826,
|
|
"std": 0.023721,
|
|
"sem": 0.001247,
|
|
"min": 0.001678,
|
|
"max": 0.128777,
|
|
"recall-0.025": 0.619835,
|
|
"recall-0.05": 0.85124,
|
|
"recall-0.1": 0.972452,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"knee_right": {
|
|
"count": 363,
|
|
"mean": 0.0234,
|
|
"median": 0.019973,
|
|
"std": 0.013348,
|
|
"sem": 0.000702,
|
|
"min": 0.001881,
|
|
"max": 0.067757,
|
|
"recall-0.025": 0.614325,
|
|
"recall-0.05": 0.947658,
|
|
"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": 0.027788,
|
|
"median": 0.02187,
|
|
"std": 0.02224,
|
|
"sem": 0.001169,
|
|
"min": 0.001808,
|
|
"max": 0.198203,
|
|
"recall-0.025": 0.595041,
|
|
"recall-0.05": 0.898072,
|
|
"recall-0.1": 0.980716,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"ankle_right": {
|
|
"count": 363,
|
|
"mean": 0.027723,
|
|
"median": 0.021267,
|
|
"std": 0.022463,
|
|
"sem": 0.001181,
|
|
"min": 0.00376,
|
|
"max": 0.1746,
|
|
"recall-0.025": 0.578512,
|
|
"recall-0.05": 0.889807,
|
|
"recall-0.1": 0.975207,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4719,
|
|
"recall-0.025": 0.61962,
|
|
"recall-0.05": 0.92032,
|
|
"recall-0.1": 0.99004,
|
|
"recall-0.15": 0.99788,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5082,
|
|
"correct_parts": 5081,
|
|
"pcp": 0.999803
|
|
}
|
|
```
|
|
|
|
##### fencing
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.294256,
|
|
"demosaicing": 0.0123282,
|
|
"avg_time_2d": 0.0278569,
|
|
"avg_time_3d": 0.000456178,
|
|
"time_tracks": 2.29538e-06,
|
|
"fps": 24.6041
|
|
}
|
|
{
|
|
"triangulator_calls": 166,
|
|
"init_time": 4.45564e-06,
|
|
"undistort_time": 2.60615e-05,
|
|
"project_time": 6.05602e-06,
|
|
"match_time": 2.39846e-05,
|
|
"pairs_time": 2.55966e-05,
|
|
"pair_scoring_time": 0.000116654,
|
|
"grouping_time": 3.65037e-05,
|
|
"full_time": 0.00013262,
|
|
"merge_time": 6.01096e-05,
|
|
"post_time": 1.0176e-05,
|
|
"convert_time": 2.08337e-07,
|
|
"total_time": 0.000442664
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 166,
|
|
"total_labels": 332,
|
|
"total_preds": 664,
|
|
"considered_empty": 0,
|
|
"valid_preds": 332,
|
|
"invalid_preds": 332,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.5,
|
|
"precision": 0.5,
|
|
"recall": 1.0,
|
|
"f1": 0.66667,
|
|
"non_empty": 664
|
|
},
|
|
"mpjpe": {
|
|
"count": 332,
|
|
"mean": 0.023878,
|
|
"median": 0.020543,
|
|
"std": 0.00853,
|
|
"sem": 0.000469,
|
|
"min": 0.011719,
|
|
"max": 0.053817,
|
|
"recall-0.025": 0.674699,
|
|
"recall-0.05": 0.987952,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332,
|
|
"ap-0.025": 0.345685,
|
|
"ap-0.05": 0.693929,
|
|
"ap-0.1": 0.721577,
|
|
"ap-0.15": 0.721577,
|
|
"ap-0.25": 0.721577,
|
|
"ap-0.5": 0.721577
|
|
},
|
|
"head": {
|
|
"count": 332,
|
|
"mean": 0.039846,
|
|
"median": 0.03972,
|
|
"std": 0.020121,
|
|
"sem": 0.001106,
|
|
"min": 0.003054,
|
|
"max": 0.102677,
|
|
"recall-0.025": 0.283133,
|
|
"recall-0.05": 0.683735,
|
|
"recall-0.1": 0.996988,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"shoulder_left": {
|
|
"count": 332,
|
|
"mean": 0.023206,
|
|
"median": 0.020678,
|
|
"std": 0.012218,
|
|
"sem": 0.000672,
|
|
"min": 0.001001,
|
|
"max": 0.083199,
|
|
"recall-0.025": 0.698795,
|
|
"recall-0.05": 0.960843,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"shoulder_right": {
|
|
"count": 332,
|
|
"mean": 0.027999,
|
|
"median": 0.020378,
|
|
"std": 0.021799,
|
|
"sem": 0.001198,
|
|
"min": 0.002435,
|
|
"max": 0.14546,
|
|
"recall-0.025": 0.629518,
|
|
"recall-0.05": 0.870482,
|
|
"recall-0.1": 0.990964,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"elbow_left": {
|
|
"count": 332,
|
|
"mean": 0.018847,
|
|
"median": 0.016074,
|
|
"std": 0.010424,
|
|
"sem": 0.000573,
|
|
"min": 0.002447,
|
|
"max": 0.072505,
|
|
"recall-0.025": 0.777108,
|
|
"recall-0.05": 0.98494,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"elbow_right": {
|
|
"count": 332,
|
|
"mean": 0.023258,
|
|
"median": 0.019401,
|
|
"std": 0.015376,
|
|
"sem": 0.000845,
|
|
"min": 0.001498,
|
|
"max": 0.11504,
|
|
"recall-0.025": 0.707831,
|
|
"recall-0.05": 0.930723,
|
|
"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": 0.01867,
|
|
"median": 0.012666,
|
|
"std": 0.017091,
|
|
"sem": 0.000939,
|
|
"min": 0.001616,
|
|
"max": 0.105551,
|
|
"recall-0.025": 0.771084,
|
|
"recall-0.05": 0.936747,
|
|
"recall-0.1": 0.990964,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"wrist_right": {
|
|
"count": 332,
|
|
"mean": 0.024335,
|
|
"median": 0.01903,
|
|
"std": 0.018778,
|
|
"sem": 0.001032,
|
|
"min": 0.003544,
|
|
"max": 0.177674,
|
|
"recall-0.025": 0.665663,
|
|
"recall-0.05": 0.906627,
|
|
"recall-0.1": 0.993976,
|
|
"recall-0.15": 0.996988,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"hip_left": {
|
|
"count": 332,
|
|
"mean": 0.029072,
|
|
"median": 0.025087,
|
|
"std": 0.016871,
|
|
"sem": 0.000927,
|
|
"min": 0.005691,
|
|
"max": 0.106112,
|
|
"recall-0.025": 0.493976,
|
|
"recall-0.05": 0.906627,
|
|
"recall-0.1": 0.996988,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"hip_right": {
|
|
"count": 332,
|
|
"mean": 0.029207,
|
|
"median": 0.025565,
|
|
"std": 0.01576,
|
|
"sem": 0.000866,
|
|
"min": 0.001509,
|
|
"max": 0.106944,
|
|
"recall-0.025": 0.490964,
|
|
"recall-0.05": 0.924699,
|
|
"recall-0.1": 0.993976,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"knee_left": {
|
|
"count": 332,
|
|
"mean": 0.020694,
|
|
"median": 0.015209,
|
|
"std": 0.015608,
|
|
"sem": 0.000858,
|
|
"min": 0.001811,
|
|
"max": 0.099981,
|
|
"recall-0.025": 0.756024,
|
|
"recall-0.05": 0.927711,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"knee_right": {
|
|
"count": 332,
|
|
"mean": 0.019241,
|
|
"median": 0.013768,
|
|
"std": 0.015935,
|
|
"sem": 0.000876,
|
|
"min": 0.001764,
|
|
"max": 0.10315,
|
|
"recall-0.025": 0.75,
|
|
"recall-0.05": 0.945783,
|
|
"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": 0.013374,
|
|
"median": 0.010131,
|
|
"std": 0.009492,
|
|
"sem": 0.000522,
|
|
"min": 0.001941,
|
|
"max": 0.058708,
|
|
"recall-0.025": 0.888554,
|
|
"recall-0.05": 0.996988,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"ankle_right": {
|
|
"count": 332,
|
|
"mean": 0.022662,
|
|
"median": 0.020512,
|
|
"std": 0.013454,
|
|
"sem": 0.00074,
|
|
"min": 0.002703,
|
|
"max": 0.107512,
|
|
"recall-0.025": 0.76506,
|
|
"recall-0.05": 0.951807,
|
|
"recall-0.1": 0.993976,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4316,
|
|
"recall-0.025": 0.66566,
|
|
"recall-0.05": 0.91682,
|
|
"recall-0.1": 0.99629,
|
|
"recall-0.15": 0.99977,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4648,
|
|
"correct_parts": 4648,
|
|
"pcp": 1.0
|
|
}
|
|
```
|
|
|
|
##### basketball
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.296161,
|
|
"demosaicing": 0.0110317,
|
|
"avg_time_2d": 0.0271237,
|
|
"avg_time_3d": 0.00042364,
|
|
"time_tracks": 2.4652e-06,
|
|
"fps": 25.9192
|
|
}
|
|
{
|
|
"triangulator_calls": 110,
|
|
"init_time": 4.40113e-06,
|
|
"undistort_time": 2.52785e-05,
|
|
"project_time": 5.15533e-06,
|
|
"match_time": 2.34926e-05,
|
|
"pairs_time": 2.3995e-05,
|
|
"pair_scoring_time": 0.000115287,
|
|
"grouping_time": 4.71506e-05,
|
|
"full_time": 0.000109021,
|
|
"merge_time": 4.70627e-05,
|
|
"post_time": 1.02112e-05,
|
|
"convert_time": 2.09391e-07,
|
|
"total_time": 0.000411505
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 110,
|
|
"total_labels": 330,
|
|
"total_preds": 440,
|
|
"considered_empty": 0,
|
|
"valid_preds": 330,
|
|
"invalid_preds": 110,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.25,
|
|
"precision": 0.75,
|
|
"recall": 1.0,
|
|
"f1": 0.85714,
|
|
"non_empty": 440
|
|
},
|
|
"mpjpe": {
|
|
"count": 330,
|
|
"mean": 0.040807,
|
|
"median": 0.0365,
|
|
"std": 0.015819,
|
|
"sem": 0.000872,
|
|
"min": 0.018235,
|
|
"max": 0.10728,
|
|
"recall-0.025": 0.10303,
|
|
"recall-0.05": 0.775758,
|
|
"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": 0.013534,
|
|
"ap-0.05": 0.512946,
|
|
"ap-0.1": 0.756211,
|
|
"ap-0.15": 0.759015,
|
|
"ap-0.25": 0.759015,
|
|
"ap-0.5": 0.759015
|
|
},
|
|
"head": {
|
|
"count": 330,
|
|
"mean": 0.047599,
|
|
"median": 0.0415,
|
|
"std": 0.025954,
|
|
"sem": 0.001431,
|
|
"min": 0.008482,
|
|
"max": 0.165767,
|
|
"recall-0.025": 0.160606,
|
|
"recall-0.05": 0.633333,
|
|
"recall-0.1": 0.954545,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"shoulder_left": {
|
|
"count": 330,
|
|
"mean": 0.046233,
|
|
"median": 0.042399,
|
|
"std": 0.024132,
|
|
"sem": 0.00133,
|
|
"min": 0.004979,
|
|
"max": 0.142735,
|
|
"recall-0.025": 0.175758,
|
|
"recall-0.05": 0.639394,
|
|
"recall-0.1": 0.972727,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"shoulder_right": {
|
|
"count": 330,
|
|
"mean": 0.041348,
|
|
"median": 0.036951,
|
|
"std": 0.023183,
|
|
"sem": 0.001278,
|
|
"min": 0.004758,
|
|
"max": 0.124016,
|
|
"recall-0.025": 0.230303,
|
|
"recall-0.05": 0.772727,
|
|
"recall-0.1": 0.954545,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"elbow_left": {
|
|
"count": 330,
|
|
"mean": 0.044574,
|
|
"median": 0.037455,
|
|
"std": 0.028188,
|
|
"sem": 0.001554,
|
|
"min": 0.006781,
|
|
"max": 0.213094,
|
|
"recall-0.025": 0.245455,
|
|
"recall-0.05": 0.675758,
|
|
"recall-0.1": 0.945455,
|
|
"recall-0.15": 0.993939,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"elbow_right": {
|
|
"count": 330,
|
|
"mean": 0.043098,
|
|
"median": 0.036329,
|
|
"std": 0.027772,
|
|
"sem": 0.001531,
|
|
"min": 0.001944,
|
|
"max": 0.17386,
|
|
"recall-0.025": 0.251515,
|
|
"recall-0.05": 0.690909,
|
|
"recall-0.1": 0.957576,
|
|
"recall-0.15": 0.987879,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"wrist_left": {
|
|
"count": 330,
|
|
"mean": 0.046817,
|
|
"median": 0.038856,
|
|
"std": 0.037095,
|
|
"sem": 0.002045,
|
|
"min": 0.004111,
|
|
"max": 0.34692,
|
|
"recall-0.025": 0.263636,
|
|
"recall-0.05": 0.648485,
|
|
"recall-0.1": 0.933333,
|
|
"recall-0.15": 0.981818,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"wrist_right": {
|
|
"count": 330,
|
|
"mean": 0.048974,
|
|
"median": 0.040888,
|
|
"std": 0.03218,
|
|
"sem": 0.001774,
|
|
"min": 0.007716,
|
|
"max": 0.319297,
|
|
"recall-0.025": 0.178788,
|
|
"recall-0.05": 0.642424,
|
|
"recall-0.1": 0.936364,
|
|
"recall-0.15": 0.987879,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"hip_left": {
|
|
"count": 330,
|
|
"mean": 0.041609,
|
|
"median": 0.037884,
|
|
"std": 0.021958,
|
|
"sem": 0.001211,
|
|
"min": 0.004453,
|
|
"max": 0.13482,
|
|
"recall-0.025": 0.248485,
|
|
"recall-0.05": 0.706061,
|
|
"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": 0.039772,
|
|
"median": 0.035562,
|
|
"std": 0.022217,
|
|
"sem": 0.001225,
|
|
"min": 0.003076,
|
|
"max": 0.131202,
|
|
"recall-0.025": 0.287879,
|
|
"recall-0.05": 0.687879,
|
|
"recall-0.1": 0.981818,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"knee_left": {
|
|
"count": 330,
|
|
"mean": 0.033191,
|
|
"median": 0.029896,
|
|
"std": 0.020354,
|
|
"sem": 0.001122,
|
|
"min": 0.002794,
|
|
"max": 0.118307,
|
|
"recall-0.025": 0.415152,
|
|
"recall-0.05": 0.809091,
|
|
"recall-0.1": 0.993939,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"knee_right": {
|
|
"count": 330,
|
|
"mean": 0.033873,
|
|
"median": 0.027396,
|
|
"std": 0.020893,
|
|
"sem": 0.001152,
|
|
"min": 0.003886,
|
|
"max": 0.126002,
|
|
"recall-0.025": 0.433333,
|
|
"recall-0.05": 0.787879,
|
|
"recall-0.1": 0.984848,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"ankle_left": {
|
|
"count": 330,
|
|
"mean": 0.032354,
|
|
"median": 0.025707,
|
|
"std": 0.030266,
|
|
"sem": 0.001669,
|
|
"min": 0.00205,
|
|
"max": 0.347264,
|
|
"recall-0.025": 0.487879,
|
|
"recall-0.05": 0.839394,
|
|
"recall-0.1": 0.966667,
|
|
"recall-0.15": 0.990909,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"ankle_right": {
|
|
"count": 330,
|
|
"mean": 0.03105,
|
|
"median": 0.024016,
|
|
"std": 0.030018,
|
|
"sem": 0.001655,
|
|
"min": 0.000831,
|
|
"max": 0.347751,
|
|
"recall-0.025": 0.515152,
|
|
"recall-0.05": 0.872727,
|
|
"recall-0.1": 0.978788,
|
|
"recall-0.15": 0.990909,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4290,
|
|
"recall-0.025": 0.29837,
|
|
"recall-0.05": 0.72238,
|
|
"recall-0.1": 0.96294,
|
|
"recall-0.15": 0.99371,
|
|
"recall-0.25": 0.99907,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4620,
|
|
"correct_parts": 4600,
|
|
"pcp": 0.995671
|
|
}
|
|
```
|
|
|
|
##### volleyball
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.449514,
|
|
"demosaicing": 0.0178103,
|
|
"avg_time_2d": 0.0492171,
|
|
"avg_time_3d": 0.000939744,
|
|
"time_tracks": 3.82988e-06,
|
|
"fps": 14.7122
|
|
}
|
|
{
|
|
"triangulator_calls": 121,
|
|
"init_time": 6.87373e-06,
|
|
"undistort_time": 5.23787e-05,
|
|
"project_time": 9.21888e-06,
|
|
"match_time": 4.07995e-05,
|
|
"pairs_time": 7.86093e-05,
|
|
"pair_scoring_time": 0.00033354,
|
|
"grouping_time": 0.000117825,
|
|
"full_time": 0.000188421,
|
|
"merge_time": 8.18466e-05,
|
|
"post_time": 1.12108e-05,
|
|
"convert_time": 2.30083e-07,
|
|
"total_time": 0.000921196
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 121,
|
|
"total_labels": 484,
|
|
"total_preds": 520,
|
|
"considered_empty": 0,
|
|
"valid_preds": 484,
|
|
"invalid_preds": 36,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.06923,
|
|
"precision": 0.93077,
|
|
"recall": 1.0,
|
|
"f1": 0.96414,
|
|
"non_empty": 520
|
|
},
|
|
"mpjpe": {
|
|
"count": 484,
|
|
"mean": 0.028911,
|
|
"median": 0.026401,
|
|
"std": 0.011162,
|
|
"sem": 0.000508,
|
|
"min": 0.013956,
|
|
"max": 0.13521,
|
|
"recall-0.025": 0.431818,
|
|
"recall-0.05": 0.958678,
|
|
"recall-0.1": 0.997934,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 484,
|
|
"ap-0.025": 0.187768,
|
|
"ap-0.05": 0.87472,
|
|
"ap-0.1": 0.950372,
|
|
"ap-0.15": 0.952334,
|
|
"ap-0.25": 0.952334,
|
|
"ap-0.5": 0.952334
|
|
},
|
|
"head": {
|
|
"count": 484,
|
|
"mean": 0.029355,
|
|
"median": 0.024646,
|
|
"std": 0.017773,
|
|
"sem": 0.000809,
|
|
"min": 0.003887,
|
|
"max": 0.095069,
|
|
"recall-0.025": 0.506198,
|
|
"recall-0.05": 0.865702,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 484
|
|
},
|
|
"shoulder_left": {
|
|
"count": 484,
|
|
"mean": 0.029306,
|
|
"median": 0.025259,
|
|
"std": 0.017619,
|
|
"sem": 0.000802,
|
|
"min": 0.00469,
|
|
"max": 0.123784,
|
|
"recall-0.025": 0.493802,
|
|
"recall-0.05": 0.882231,
|
|
"recall-0.1": 0.995868,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 484
|
|
},
|
|
"shoulder_right": {
|
|
"count": 484,
|
|
"mean": 0.028997,
|
|
"median": 0.025291,
|
|
"std": 0.017669,
|
|
"sem": 0.000804,
|
|
"min": 0.001208,
|
|
"max": 0.122966,
|
|
"recall-0.025": 0.495868,
|
|
"recall-0.05": 0.876033,
|
|
"recall-0.1": 0.995868,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 484
|
|
},
|
|
"elbow_left": {
|
|
"count": 484,
|
|
"mean": 0.029342,
|
|
"median": 0.026558,
|
|
"std": 0.015647,
|
|
"sem": 0.000712,
|
|
"min": 0.001307,
|
|
"max": 0.106462,
|
|
"recall-0.025": 0.454545,
|
|
"recall-0.05": 0.896694,
|
|
"recall-0.1": 0.995868,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 484
|
|
},
|
|
"elbow_right": {
|
|
"count": 484,
|
|
"mean": 0.030206,
|
|
"median": 0.024912,
|
|
"std": 0.02079,
|
|
"sem": 0.000946,
|
|
"min": 0.001455,
|
|
"max": 0.162007,
|
|
"recall-0.025": 0.502066,
|
|
"recall-0.05": 0.869835,
|
|
"recall-0.1": 0.987603,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 484
|
|
},
|
|
"wrist_left": {
|
|
"count": 484,
|
|
"mean": 0.034144,
|
|
"median": 0.027963,
|
|
"std": 0.023923,
|
|
"sem": 0.001089,
|
|
"min": 0.002152,
|
|
"max": 0.218549,
|
|
"recall-0.025": 0.402893,
|
|
"recall-0.05": 0.832645,
|
|
"recall-0.1": 0.971074,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 484
|
|
},
|
|
"wrist_right": {
|
|
"count": 484,
|
|
"mean": 0.033395,
|
|
"median": 0.027456,
|
|
"std": 0.026855,
|
|
"sem": 0.001222,
|
|
"min": 0.003164,
|
|
"max": 0.3606,
|
|
"recall-0.025": 0.438017,
|
|
"recall-0.05": 0.847107,
|
|
"recall-0.1": 0.977273,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 484
|
|
},
|
|
"hip_left": {
|
|
"count": 484,
|
|
"mean": 0.034657,
|
|
"median": 0.03172,
|
|
"std": 0.019459,
|
|
"sem": 0.000885,
|
|
"min": 0.003499,
|
|
"max": 0.249387,
|
|
"recall-0.025": 0.303719,
|
|
"recall-0.05": 0.85124,
|
|
"recall-0.1": 0.993802,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 484
|
|
},
|
|
"hip_right": {
|
|
"count": 484,
|
|
"mean": 0.037657,
|
|
"median": 0.031696,
|
|
"std": 0.025906,
|
|
"sem": 0.001179,
|
|
"min": 0.003853,
|
|
"max": 0.25837,
|
|
"recall-0.025": 0.328512,
|
|
"recall-0.05": 0.801653,
|
|
"recall-0.1": 0.971074,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 484
|
|
},
|
|
"knee_left": {
|
|
"count": 484,
|
|
"mean": 0.0214,
|
|
"median": 0.01691,
|
|
"std": 0.017048,
|
|
"sem": 0.000776,
|
|
"min": 0.003128,
|
|
"max": 0.185642,
|
|
"recall-0.025": 0.719008,
|
|
"recall-0.05": 0.960744,
|
|
"recall-0.1": 0.995868,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 484
|
|
},
|
|
"knee_right": {
|
|
"count": 484,
|
|
"mean": 0.023785,
|
|
"median": 0.019485,
|
|
"std": 0.016386,
|
|
"sem": 0.000746,
|
|
"min": 0.001754,
|
|
"max": 0.154491,
|
|
"recall-0.025": 0.663223,
|
|
"recall-0.05": 0.940083,
|
|
"recall-0.1": 0.995868,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 484
|
|
},
|
|
"ankle_left": {
|
|
"count": 484,
|
|
"mean": 0.021668,
|
|
"median": 0.017804,
|
|
"std": 0.017118,
|
|
"sem": 0.000779,
|
|
"min": 0.002234,
|
|
"max": 0.182951,
|
|
"recall-0.025": 0.731405,
|
|
"recall-0.05": 0.954545,
|
|
"recall-0.1": 0.989669,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 484
|
|
},
|
|
"ankle_right": {
|
|
"count": 484,
|
|
"mean": 0.021937,
|
|
"median": 0.018464,
|
|
"std": 0.013713,
|
|
"sem": 0.000624,
|
|
"min": 0.00199,
|
|
"max": 0.122447,
|
|
"recall-0.025": 0.710744,
|
|
"recall-0.05": 0.948347,
|
|
"recall-0.1": 0.997934,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 484
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 6292,
|
|
"recall-0.025": 0.51812,
|
|
"recall-0.05": 0.88557,
|
|
"recall-0.1": 0.98919,
|
|
"recall-0.15": 0.99825,
|
|
"recall-0.25": 0.99968,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6776,
|
|
"correct_parts": 6770,
|
|
"pcp": 0.999115
|
|
}
|
|
```
|
|
|
|
##### badminton
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.446107,
|
|
"demosaicing": 0.017453,
|
|
"avg_time_2d": 0.0420512,
|
|
"avg_time_3d": 0.000746762,
|
|
"time_tracks": 2.66809e-06,
|
|
"fps": 16.5965
|
|
}
|
|
{
|
|
"triangulator_calls": 183,
|
|
"init_time": 5.8832e-06,
|
|
"undistort_time": 4.30531e-05,
|
|
"project_time": 8.35799e-06,
|
|
"match_time": 3.34487e-05,
|
|
"pairs_time": 5.59507e-05,
|
|
"pair_scoring_time": 0.000207656,
|
|
"grouping_time": 6.98545e-05,
|
|
"full_time": 0.000199134,
|
|
"merge_time": 9.40775e-05,
|
|
"post_time": 1.08129e-05,
|
|
"convert_time": 2.20978e-07,
|
|
"total_time": 0.000728692
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 183,
|
|
"total_labels": 732,
|
|
"total_preds": 732,
|
|
"considered_empty": 0,
|
|
"valid_preds": 732,
|
|
"invalid_preds": 0,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 1.0,
|
|
"f1": 1.0,
|
|
"non_empty": 732
|
|
},
|
|
"mpjpe": {
|
|
"count": 732,
|
|
"mean": 0.024346,
|
|
"median": 0.023518,
|
|
"std": 0.006655,
|
|
"sem": 0.000246,
|
|
"min": 0.010127,
|
|
"max": 0.062161,
|
|
"recall-0.025": 0.620219,
|
|
"recall-0.05": 0.994536,
|
|
"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": 0.436061,
|
|
"ap-0.05": 0.993508,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 732,
|
|
"mean": 0.027598,
|
|
"median": 0.022572,
|
|
"std": 0.020068,
|
|
"sem": 0.000742,
|
|
"min": 0.003162,
|
|
"max": 0.177564,
|
|
"recall-0.025": 0.577869,
|
|
"recall-0.05": 0.920765,
|
|
"recall-0.1": 0.984973,
|
|
"recall-0.15": 0.995902,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"shoulder_left": {
|
|
"count": 732,
|
|
"mean": 0.033024,
|
|
"median": 0.02874,
|
|
"std": 0.019683,
|
|
"sem": 0.000728,
|
|
"min": 0.001,
|
|
"max": 0.122613,
|
|
"recall-0.025": 0.396175,
|
|
"recall-0.05": 0.848361,
|
|
"recall-0.1": 0.98224,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"shoulder_right": {
|
|
"count": 732,
|
|
"mean": 0.025178,
|
|
"median": 0.02226,
|
|
"std": 0.014436,
|
|
"sem": 0.000534,
|
|
"min": 0.001732,
|
|
"max": 0.142962,
|
|
"recall-0.025": 0.598361,
|
|
"recall-0.05": 0.949454,
|
|
"recall-0.1": 0.998634,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"elbow_left": {
|
|
"count": 732,
|
|
"mean": 0.024298,
|
|
"median": 0.020857,
|
|
"std": 0.015009,
|
|
"sem": 0.000555,
|
|
"min": 0.002449,
|
|
"max": 0.11975,
|
|
"recall-0.025": 0.632514,
|
|
"recall-0.05": 0.948087,
|
|
"recall-0.1": 0.997268,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"elbow_right": {
|
|
"count": 732,
|
|
"mean": 0.022548,
|
|
"median": 0.019039,
|
|
"std": 0.014365,
|
|
"sem": 0.000531,
|
|
"min": 0.002236,
|
|
"max": 0.11631,
|
|
"recall-0.025": 0.696721,
|
|
"recall-0.05": 0.949454,
|
|
"recall-0.1": 0.998634,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"wrist_left": {
|
|
"count": 732,
|
|
"mean": 0.027005,
|
|
"median": 0.022869,
|
|
"std": 0.018836,
|
|
"sem": 0.000697,
|
|
"min": 0.002449,
|
|
"max": 0.167194,
|
|
"recall-0.025": 0.543716,
|
|
"recall-0.05": 0.919399,
|
|
"recall-0.1": 0.989071,
|
|
"recall-0.15": 0.998634,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"wrist_right": {
|
|
"count": 732,
|
|
"mean": 0.026409,
|
|
"median": 0.023054,
|
|
"std": 0.017127,
|
|
"sem": 0.000633,
|
|
"min": 0.003,
|
|
"max": 0.17917,
|
|
"recall-0.025": 0.579235,
|
|
"recall-0.05": 0.934426,
|
|
"recall-0.1": 0.993169,
|
|
"recall-0.15": 0.997268,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"hip_left": {
|
|
"count": 732,
|
|
"mean": 0.027544,
|
|
"median": 0.025475,
|
|
"std": 0.013696,
|
|
"sem": 0.000507,
|
|
"min": 0.003,
|
|
"max": 0.099222,
|
|
"recall-0.025": 0.472678,
|
|
"recall-0.05": 0.939891,
|
|
"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": 0.025339,
|
|
"median": 0.023206,
|
|
"std": 0.012605,
|
|
"sem": 0.000466,
|
|
"min": 0.002236,
|
|
"max": 0.095231,
|
|
"recall-0.025": 0.558743,
|
|
"recall-0.05": 0.960383,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"knee_left": {
|
|
"count": 732,
|
|
"mean": 0.017737,
|
|
"median": 0.016763,
|
|
"std": 0.008534,
|
|
"sem": 0.000316,
|
|
"min": 0.002236,
|
|
"max": 0.0736,
|
|
"recall-0.025": 0.84153,
|
|
"recall-0.05": 0.993169,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"knee_right": {
|
|
"count": 732,
|
|
"mean": 0.019955,
|
|
"median": 0.018655,
|
|
"std": 0.009314,
|
|
"sem": 0.000344,
|
|
"min": 0.001414,
|
|
"max": 0.068535,
|
|
"recall-0.025": 0.747268,
|
|
"recall-0.05": 0.993169,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"ankle_left": {
|
|
"count": 732,
|
|
"mean": 0.019438,
|
|
"median": 0.018014,
|
|
"std": 0.009897,
|
|
"sem": 0.000366,
|
|
"min": 0.001732,
|
|
"max": 0.073137,
|
|
"recall-0.025": 0.762295,
|
|
"recall-0.05": 0.987705,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"ankle_right": {
|
|
"count": 732,
|
|
"mean": 0.020421,
|
|
"median": 0.018493,
|
|
"std": 0.010098,
|
|
"sem": 0.000373,
|
|
"min": 0.002,
|
|
"max": 0.089811,
|
|
"recall-0.025": 0.734973,
|
|
"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
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 9516,
|
|
"recall-0.025": 0.62589,
|
|
"recall-0.05": 0.94798,
|
|
"recall-0.1": 0.99538,
|
|
"recall-0.15": 0.99937,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10248,
|
|
"correct_parts": 10242,
|
|
"pcp": 0.999415
|
|
}
|
|
```
|
|
|
|
##### tennis
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.672033,
|
|
"demosaicing": 0.0268215,
|
|
"avg_time_2d": 0.0500941,
|
|
"avg_time_3d": 0.000631794,
|
|
"time_tracks": 1.16138e-06,
|
|
"fps": 12.8951
|
|
}
|
|
{
|
|
"triangulator_calls": 181,
|
|
"init_time": 7.88036e-06,
|
|
"undistort_time": 3.21286e-05,
|
|
"project_time": 7.40641e-06,
|
|
"match_time": 1.62293e-05,
|
|
"pairs_time": 2.32165e-05,
|
|
"pair_scoring_time": 0.000171865,
|
|
"grouping_time": 5.72301e-05,
|
|
"full_time": 0.000183146,
|
|
"merge_time": 9.12297e-05,
|
|
"post_time": 7.95028e-06,
|
|
"convert_time": 1.28215e-07,
|
|
"total_time": 0.000598651
|
|
}
|
|
{
|
|
"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": 0.022679,
|
|
"median": 0.021146,
|
|
"std": 0.009586,
|
|
"sem": 0.000505,
|
|
"min": 0.011603,
|
|
"max": 0.129294,
|
|
"recall-0.025": 0.767956,
|
|
"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": 0.726032,
|
|
"ap-0.05": 0.986088,
|
|
"ap-0.1": 0.997215,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 362,
|
|
"mean": 0.036043,
|
|
"median": 0.036062,
|
|
"std": 0.01512,
|
|
"sem": 0.000796,
|
|
"min": 0.003823,
|
|
"max": 0.104795,
|
|
"recall-0.025": 0.232044,
|
|
"recall-0.05": 0.864641,
|
|
"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": 0.0235,
|
|
"median": 0.019615,
|
|
"std": 0.01434,
|
|
"sem": 0.000755,
|
|
"min": 0.001984,
|
|
"max": 0.11251,
|
|
"recall-0.025": 0.635359,
|
|
"recall-0.05": 0.958564,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"shoulder_right": {
|
|
"count": 362,
|
|
"mean": 0.026701,
|
|
"median": 0.024037,
|
|
"std": 0.015086,
|
|
"sem": 0.000794,
|
|
"min": 0.002991,
|
|
"max": 0.123038,
|
|
"recall-0.025": 0.533149,
|
|
"recall-0.05": 0.941989,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"elbow_left": {
|
|
"count": 362,
|
|
"mean": 0.0201,
|
|
"median": 0.016904,
|
|
"std": 0.012746,
|
|
"sem": 0.000671,
|
|
"min": 0.001095,
|
|
"max": 0.123532,
|
|
"recall-0.025": 0.748619,
|
|
"recall-0.05": 0.964088,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"elbow_right": {
|
|
"count": 362,
|
|
"mean": 0.024219,
|
|
"median": 0.021662,
|
|
"std": 0.0152,
|
|
"sem": 0.0008,
|
|
"min": 0.001284,
|
|
"max": 0.148731,
|
|
"recall-0.025": 0.618785,
|
|
"recall-0.05": 0.958564,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"wrist_left": {
|
|
"count": 362,
|
|
"mean": 0.020789,
|
|
"median": 0.017432,
|
|
"std": 0.013353,
|
|
"sem": 0.000703,
|
|
"min": 0.002115,
|
|
"max": 0.095634,
|
|
"recall-0.025": 0.729282,
|
|
"recall-0.05": 0.961326,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"wrist_right": {
|
|
"count": 362,
|
|
"mean": 0.026787,
|
|
"median": 0.022119,
|
|
"std": 0.027368,
|
|
"sem": 0.00144,
|
|
"min": 0.002837,
|
|
"max": 0.317347,
|
|
"recall-0.025": 0.610497,
|
|
"recall-0.05": 0.91989,
|
|
"recall-0.1": 0.98895,
|
|
"recall-0.15": 0.994475,
|
|
"recall-0.25": 0.994475,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"hip_left": {
|
|
"count": 362,
|
|
"mean": 0.024835,
|
|
"median": 0.022212,
|
|
"std": 0.014683,
|
|
"sem": 0.000773,
|
|
"min": 0.002786,
|
|
"max": 0.15103,
|
|
"recall-0.025": 0.593923,
|
|
"recall-0.05": 0.953039,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"hip_right": {
|
|
"count": 362,
|
|
"mean": 0.024711,
|
|
"median": 0.022375,
|
|
"std": 0.016673,
|
|
"sem": 0.000878,
|
|
"min": 0.001499,
|
|
"max": 0.191102,
|
|
"recall-0.025": 0.588398,
|
|
"recall-0.05": 0.950276,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"knee_left": {
|
|
"count": 362,
|
|
"mean": 0.015457,
|
|
"median": 0.014005,
|
|
"std": 0.007897,
|
|
"sem": 0.000416,
|
|
"min": 0.002174,
|
|
"max": 0.05016,
|
|
"recall-0.025": 0.889503,
|
|
"recall-0.05": 0.997238,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"knee_right": {
|
|
"count": 362,
|
|
"mean": 0.016763,
|
|
"median": 0.014239,
|
|
"std": 0.016429,
|
|
"sem": 0.000865,
|
|
"min": 0.002289,
|
|
"max": 0.2645,
|
|
"recall-0.025": 0.870166,
|
|
"recall-0.05": 0.991713,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 0.997238,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"ankle_left": {
|
|
"count": 362,
|
|
"mean": 0.016906,
|
|
"median": 0.014864,
|
|
"std": 0.010496,
|
|
"sem": 0.000552,
|
|
"min": 0.001498,
|
|
"max": 0.088357,
|
|
"recall-0.025": 0.839779,
|
|
"recall-0.05": 0.977901,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"ankle_right": {
|
|
"count": 362,
|
|
"mean": 0.018014,
|
|
"median": 0.013739,
|
|
"std": 0.028325,
|
|
"sem": 0.001491,
|
|
"min": 0.001246,
|
|
"max": 0.497012,
|
|
"recall-0.025": 0.861878,
|
|
"recall-0.05": 0.969613,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 0.997238,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4706,
|
|
"recall-0.025": 0.67191,
|
|
"recall-0.05": 0.95389,
|
|
"recall-0.1": 0.9949,
|
|
"recall-0.15": 0.99851,
|
|
"recall-0.25": 0.99894,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5068,
|
|
"correct_parts": 5063,
|
|
"pcp": 0.999013
|
|
}
|
|
```
|