7096 lines
151 KiB
Markdown
7096 lines
151 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": 0.02141373965699794,
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"avg_time_2d": 0.009271658073037358,
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"avg_time_3d": 0.00028209807509082857,
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"avg_fps": 104.67087337119489
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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": 0.061683,
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"median": 0.053445,
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"std": 0.028882,
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"sem": 0.00118,
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"min": 0.036411,
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"max": 0.187982,
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"recall-0.025": 0.0,
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"recall-0.05": 0.34,
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"recall-0.1": 0.938333,
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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": 0.189939,
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"ap-0.1": 0.891718,
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"ap-0.15": 0.909546,
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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": 0.106141,
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"median": 0.094448,
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"std": 0.038366,
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"sem": 0.001568,
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"min": 0.024893,
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"max": 0.246762,
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"recall-0.025": 0.001667,
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"recall-0.05": 0.041667,
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"recall-0.1": 0.563333,
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"recall-0.15": 0.87,
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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_left": {
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"count": 600,
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"mean": 0.035447,
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"median": 0.026255,
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"std": 0.033951,
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"sem": 0.001387,
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"min": 0.002737,
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"max": 0.175181,
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"recall-0.025": 0.471667,
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"recall-0.05": 0.818333,
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"recall-0.1": 0.94,
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"recall-0.15": 0.961667,
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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": 0.044417,
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"median": 0.032206,
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"std": 0.03933,
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"sem": 0.001607,
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"min": 0.004924,
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"max": 0.213952,
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"recall-0.025": 0.32,
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"recall-0.05": 0.775,
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"recall-0.1": 0.921667,
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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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"elbow_left": {
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"count": 600,
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"mean": 0.044487,
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"median": 0.035673,
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"std": 0.036114,
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"sem": 0.001476,
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"min": 0.000729,
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"max": 0.198786,
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"recall-0.025": 0.25,
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"recall-0.05": 0.786667,
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"recall-0.1": 0.933333,
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"recall-0.15": 0.953333,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"elbow_right": {
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"count": 600,
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"mean": 0.043388,
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"median": 0.03166,
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"std": 0.037156,
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"sem": 0.001518,
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"min": 0.003144,
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"max": 0.305319,
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"recall-0.025": 0.268333,
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"recall-0.05": 0.818333,
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"recall-0.1": 0.928333,
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"recall-0.15": 0.941667,
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"recall-0.25": 0.998333,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"wrist_left": {
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"count": 600,
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"mean": 0.042448,
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"median": 0.024983,
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"std": 0.046527,
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"sem": 0.001901,
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"min": 0.002855,
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"max": 0.346367,
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"recall-0.025": 0.5,
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"recall-0.05": 0.75,
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"recall-0.1": 0.891667,
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"recall-0.15": 0.94,
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"recall-0.25": 0.996667,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"wrist_right": {
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"count": 600,
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"mean": 0.048379,
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"median": 0.027646,
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"std": 0.058274,
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"sem": 0.002381,
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"min": 0.002667,
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"max": 0.456727,
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"recall-0.025": 0.433333,
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"recall-0.05": 0.765,
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"recall-0.1": 0.888333,
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"recall-0.15": 0.903333,
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"recall-0.25": 0.983333,
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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_left": {
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"count": 600,
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"mean": 0.069635,
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"median": 0.058569,
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"std": 0.03605,
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"sem": 0.001473,
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"min": 0.025326,
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"max": 0.216965,
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"recall-0.025": 0.0,
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"recall-0.05": 0.246667,
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"recall-0.1": 0.881667,
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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": 0.086503,
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"median": 0.083243,
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"std": 0.029123,
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"sem": 0.00119,
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"min": 0.01068,
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"max": 0.216597,
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"recall-0.025": 0.016667,
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"recall-0.05": 0.058333,
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"recall-0.1": 0.861667,
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"recall-0.15": 0.95,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"knee_left": {
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"count": 600,
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"mean": 0.058563,
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"median": 0.041457,
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"std": 0.062525,
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"sem": 0.002555,
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"min": 0.017158,
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"max": 0.477274,
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"recall-0.025": 0.086667,
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"recall-0.05": 0.675,
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"recall-0.1": 0.908333,
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"recall-0.15": 0.925,
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"recall-0.25": 0.98,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"knee_right": {
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"count": 600,
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"mean": 0.047268,
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"median": 0.035689,
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"std": 0.039527,
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"sem": 0.001615,
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"min": 0.00887,
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"max": 0.305548,
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"recall-0.025": 0.101667,
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"recall-0.05": 0.815,
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"recall-0.1": 0.92,
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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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"ankle_left": {
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"count": 595,
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"mean": 0.08962,
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"median": 0.082327,
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"std": 0.035253,
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"sem": 0.001446,
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"min": 0.042995,
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"max": 0.38092,
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"recall-0.025": 0.0,
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"recall-0.05": 0.003333,
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"recall-0.1": 0.875,
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"recall-0.15": 0.936667,
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"recall-0.25": 0.983333,
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"recall-0.5": 0.991667,
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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": 0.081832,
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"median": 0.067407,
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"std": 0.051265,
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"sem": 0.002095,
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"min": 0.03106,
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"max": 0.412967,
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"recall-0.025": 0.0,
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"recall-0.05": 0.043333,
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"recall-0.1": 0.891667,
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"recall-0.15": 0.915,
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"recall-0.25": 0.973333,
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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": 0.18821,
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"recall-0.05": 0.50667,
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"recall-0.1": 0.87667,
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"recall-0.15": 0.93282,
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"recall-0.25": 0.99269,
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"recall-0.5": 0.99936
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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": 8118,
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"pcp": 0.966429
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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": 0.044489096120460744,
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"avg_time_2d": 0.018255191979949008,
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"avg_time_3d": 0.0006648879690268605,
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"avg_fps": 52.85389928038487
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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": 833,
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"considered_empty": 0,
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"valid_preds": 477,
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"invalid_preds": 356,
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"missing": 0,
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"invalid_fraction": 0.42737,
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"precision": 0.57263,
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"recall": 1.0,
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"f1": 0.72824,
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"non_empty": 833
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},
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"mpjpe": {
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"count": 477,
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"mean": 0.048052,
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"median": 0.042852,
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"std": 0.015195,
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"sem": 0.000696,
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"min": 0.028815,
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"max": 0.136671,
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"recall-0.025": 0.0,
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"recall-0.05": 0.696017,
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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": 0.379242,
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"ap-0.1": 0.724402,
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"ap-0.15": 0.737861,
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"ap-0.25": 0.737861,
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"ap-0.5": 0.737861
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},
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"head": {
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"count": 477,
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"mean": 0.053874,
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"median": 0.049955,
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"std": 0.025137,
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"sem": 0.001152,
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"min": 0.006113,
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"max": 0.186109,
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"recall-0.025": 0.081761,
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"recall-0.05": 0.501048,
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"recall-0.1": 0.9413,
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"recall-0.15": 0.993711,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
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"shoulder_left": {
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"count": 477,
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"mean": 0.042499,
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"median": 0.037555,
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"std": 0.020829,
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"sem": 0.000955,
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"min": 0.001617,
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"max": 0.150185,
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"recall-0.025": 0.165618,
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"recall-0.05": 0.727463,
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"recall-0.1": 0.989518,
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"recall-0.15": 0.997904,
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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": 0.050613,
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"median": 0.045164,
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"std": 0.024733,
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"sem": 0.001134,
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"min": 0.005348,
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"max": 0.150646,
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"recall-0.025": 0.121593,
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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": 0.997904,
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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": 0.04095,
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"median": 0.033218,
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"std": 0.028738,
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"sem": 0.001317,
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"min": 0.003819,
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"max": 0.325076,
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"recall-0.025": 0.29979,
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"recall-0.05": 0.752621,
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"recall-0.1": 0.951782,
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"recall-0.15": 0.997904,
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"recall-0.25": 0.997904,
|
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"recall-0.5": 1.0,
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"num_labels": 477
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},
|
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"elbow_right": {
|
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"count": 477,
|
|
"mean": 0.053209,
|
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"median": 0.043869,
|
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"std": 0.040698,
|
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"sem": 0.001865,
|
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"min": 0.002722,
|
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"max": 0.236358,
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"recall-0.025": 0.262055,
|
|
"recall-0.05": 0.561845,
|
|
"recall-0.1": 0.895178,
|
|
"recall-0.15": 0.958071,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"wrist_left": {
|
|
"count": 477,
|
|
"mean": 0.060157,
|
|
"median": 0.053926,
|
|
"std": 0.038715,
|
|
"sem": 0.001775,
|
|
"min": 0.003566,
|
|
"max": 0.32995,
|
|
"recall-0.025": 0.138365,
|
|
"recall-0.05": 0.419287,
|
|
"recall-0.1": 0.901468,
|
|
"recall-0.15": 0.962264,
|
|
"recall-0.25": 0.991614,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"wrist_right": {
|
|
"count": 477,
|
|
"mean": 0.059301,
|
|
"median": 0.054945,
|
|
"std": 0.033581,
|
|
"sem": 0.001539,
|
|
"min": 0.007479,
|
|
"max": 0.373087,
|
|
"recall-0.025": 0.102725,
|
|
"recall-0.05": 0.404612,
|
|
"recall-0.1": 0.90566,
|
|
"recall-0.15": 0.981132,
|
|
"recall-0.25": 0.997904,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"hip_left": {
|
|
"count": 477,
|
|
"mean": 0.047596,
|
|
"median": 0.042178,
|
|
"std": 0.026624,
|
|
"sem": 0.00122,
|
|
"min": 0.006884,
|
|
"max": 0.187638,
|
|
"recall-0.025": 0.201258,
|
|
"recall-0.05": 0.616352,
|
|
"recall-0.1": 0.958071,
|
|
"recall-0.15": 0.995807,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"hip_right": {
|
|
"count": 477,
|
|
"mean": 0.058267,
|
|
"median": 0.057363,
|
|
"std": 0.023758,
|
|
"sem": 0.001089,
|
|
"min": 0.004326,
|
|
"max": 0.131714,
|
|
"recall-0.025": 0.085954,
|
|
"recall-0.05": 0.398323,
|
|
"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": 0.040442,
|
|
"median": 0.038393,
|
|
"std": 0.024521,
|
|
"sem": 0.001124,
|
|
"min": 0.004989,
|
|
"max": 0.188675,
|
|
"recall-0.025": 0.268344,
|
|
"recall-0.05": 0.750524,
|
|
"recall-0.1": 0.976939,
|
|
"recall-0.15": 0.989518,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"knee_right": {
|
|
"count": 477,
|
|
"mean": 0.040187,
|
|
"median": 0.037048,
|
|
"std": 0.023416,
|
|
"sem": 0.001073,
|
|
"min": 0.007444,
|
|
"max": 0.18724,
|
|
"recall-0.025": 0.320755,
|
|
"recall-0.05": 0.706499,
|
|
"recall-0.1": 0.976939,
|
|
"recall-0.15": 0.997904,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"ankle_left": {
|
|
"count": 477,
|
|
"mean": 0.036481,
|
|
"median": 0.028608,
|
|
"std": 0.030745,
|
|
"sem": 0.001409,
|
|
"min": 0.005139,
|
|
"max": 0.223634,
|
|
"recall-0.025": 0.425577,
|
|
"recall-0.05": 0.819706,
|
|
"recall-0.1": 0.9413,
|
|
"recall-0.15": 0.983229,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"ankle_right": {
|
|
"count": 477,
|
|
"mean": 0.041095,
|
|
"median": 0.030562,
|
|
"std": 0.038332,
|
|
"sem": 0.001757,
|
|
"min": 0.002637,
|
|
"max": 0.270657,
|
|
"recall-0.025": 0.312369,
|
|
"recall-0.05": 0.807128,
|
|
"recall-0.1": 0.928721,
|
|
"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": 0.21351,
|
|
"recall-0.05": 0.61587,
|
|
"recall-0.1": 0.94275,
|
|
"recall-0.15": 0.98549,
|
|
"recall-0.25": 0.99839,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6678,
|
|
"correct_parts": 6619,
|
|
"pcp": 0.991165
|
|
}
|
|
```
|
|
|
|
### Campus
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.005073833015729797,
|
|
"avg_time_2d": 0.008780407455732237,
|
|
"avg_time_3d": 0.0003352693791659373,
|
|
"avg_fps": 109.70112456944842
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 222,
|
|
"total_labels": 376,
|
|
"total_preds": 453,
|
|
"considered_empty": 0,
|
|
"valid_preds": 376,
|
|
"invalid_preds": 77,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.16998,
|
|
"precision": 0.83002,
|
|
"recall": 1.0,
|
|
"f1": 0.90712,
|
|
"non_empty": 453
|
|
},
|
|
"mpjpe": {
|
|
"count": 376,
|
|
"mean": 0.079394,
|
|
"median": 0.075674,
|
|
"std": 0.019424,
|
|
"sem": 0.001003,
|
|
"min": 0.040193,
|
|
"max": 0.254009,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.005319,
|
|
"recall-0.1": 0.864362,
|
|
"recall-0.15": 0.994681,
|
|
"recall-0.25": 0.99734,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 7.4e-05,
|
|
"ap-0.1": 0.739086,
|
|
"ap-0.15": 0.940128,
|
|
"ap-0.25": 0.942697,
|
|
"ap-0.5": 0.945474
|
|
},
|
|
"head": {
|
|
"count": 376,
|
|
"mean": 0.072768,
|
|
"median": 0.068735,
|
|
"std": 0.037079,
|
|
"sem": 0.001915,
|
|
"min": 0.010955,
|
|
"max": 0.398709,
|
|
"recall-0.025": 0.053191,
|
|
"recall-0.05": 0.263298,
|
|
"recall-0.1": 0.840426,
|
|
"recall-0.15": 0.970745,
|
|
"recall-0.25": 0.99734,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"shoulder_left": {
|
|
"count": 376,
|
|
"mean": 0.072258,
|
|
"median": 0.064827,
|
|
"std": 0.034798,
|
|
"sem": 0.001797,
|
|
"min": 0.011871,
|
|
"max": 0.234099,
|
|
"recall-0.025": 0.026596,
|
|
"recall-0.05": 0.255319,
|
|
"recall-0.1": 0.840426,
|
|
"recall-0.15": 0.965426,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"shoulder_right": {
|
|
"count": 376,
|
|
"mean": 0.080766,
|
|
"median": 0.07291,
|
|
"std": 0.042949,
|
|
"sem": 0.002218,
|
|
"min": 0.012177,
|
|
"max": 0.491583,
|
|
"recall-0.025": 0.018617,
|
|
"recall-0.05": 0.220745,
|
|
"recall-0.1": 0.763298,
|
|
"recall-0.15": 0.944149,
|
|
"recall-0.25": 0.99734,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"elbow_left": {
|
|
"count": 376,
|
|
"mean": 0.089063,
|
|
"median": 0.075083,
|
|
"std": 0.052857,
|
|
"sem": 0.00273,
|
|
"min": 0.007318,
|
|
"max": 0.352924,
|
|
"recall-0.025": 0.029255,
|
|
"recall-0.05": 0.24734,
|
|
"recall-0.1": 0.656915,
|
|
"recall-0.15": 0.856383,
|
|
"recall-0.25": 0.989362,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"elbow_right": {
|
|
"count": 375,
|
|
"mean": 0.08396,
|
|
"median": 0.073184,
|
|
"std": 0.045008,
|
|
"sem": 0.002327,
|
|
"min": 0.005862,
|
|
"max": 0.218543,
|
|
"recall-0.025": 0.047872,
|
|
"recall-0.05": 0.25,
|
|
"recall-0.1": 0.664894,
|
|
"recall-0.15": 0.901596,
|
|
"recall-0.25": 0.99734,
|
|
"recall-0.5": 0.99734,
|
|
"num_labels": 376
|
|
},
|
|
"wrist_left": {
|
|
"count": 376,
|
|
"mean": 0.127485,
|
|
"median": 0.111794,
|
|
"std": 0.071229,
|
|
"sem": 0.003678,
|
|
"min": 0.0099,
|
|
"max": 0.453164,
|
|
"recall-0.025": 0.013298,
|
|
"recall-0.05": 0.101064,
|
|
"recall-0.1": 0.401596,
|
|
"recall-0.15": 0.699468,
|
|
"recall-0.25": 0.922872,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"wrist_right": {
|
|
"count": 375,
|
|
"mean": 0.11421,
|
|
"median": 0.107244,
|
|
"std": 0.050117,
|
|
"sem": 0.002591,
|
|
"min": 0.02044,
|
|
"max": 0.465366,
|
|
"recall-0.025": 0.00266,
|
|
"recall-0.05": 0.050532,
|
|
"recall-0.1": 0.43883,
|
|
"recall-0.15": 0.803191,
|
|
"recall-0.25": 0.989362,
|
|
"recall-0.5": 0.99734,
|
|
"num_labels": 376
|
|
},
|
|
"hip_left": {
|
|
"count": 376,
|
|
"mean": 0.072676,
|
|
"median": 0.071036,
|
|
"std": 0.030176,
|
|
"sem": 0.001558,
|
|
"min": 0.010522,
|
|
"max": 0.160822,
|
|
"recall-0.025": 0.055851,
|
|
"recall-0.05": 0.244681,
|
|
"recall-0.1": 0.795213,
|
|
"recall-0.15": 0.992021,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"hip_right": {
|
|
"count": 376,
|
|
"mean": 0.078253,
|
|
"median": 0.073309,
|
|
"std": 0.035105,
|
|
"sem": 0.001813,
|
|
"min": 0.014126,
|
|
"max": 0.26013,
|
|
"recall-0.025": 0.023936,
|
|
"recall-0.05": 0.196809,
|
|
"recall-0.1": 0.808511,
|
|
"recall-0.15": 0.952128,
|
|
"recall-0.25": 0.99734,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"knee_left": {
|
|
"count": 376,
|
|
"mean": 0.054201,
|
|
"median": 0.049227,
|
|
"std": 0.025504,
|
|
"sem": 0.001317,
|
|
"min": 0.004009,
|
|
"max": 0.148583,
|
|
"recall-0.025": 0.106383,
|
|
"recall-0.05": 0.518617,
|
|
"recall-0.1": 0.941489,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"knee_right": {
|
|
"count": 376,
|
|
"mean": 0.054822,
|
|
"median": 0.049053,
|
|
"std": 0.031296,
|
|
"sem": 0.001616,
|
|
"min": 0.003248,
|
|
"max": 0.237713,
|
|
"recall-0.025": 0.114362,
|
|
"recall-0.05": 0.515957,
|
|
"recall-0.1": 0.930851,
|
|
"recall-0.15": 0.976064,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"ankle_left": {
|
|
"count": 376,
|
|
"mean": 0.066112,
|
|
"median": 0.053329,
|
|
"std": 0.05061,
|
|
"sem": 0.002613,
|
|
"min": 0.005836,
|
|
"max": 0.393318,
|
|
"recall-0.025": 0.103723,
|
|
"recall-0.05": 0.446809,
|
|
"recall-0.1": 0.861702,
|
|
"recall-0.15": 0.960106,
|
|
"recall-0.25": 0.978723,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"ankle_right": {
|
|
"count": 375,
|
|
"mean": 0.06191,
|
|
"median": 0.050364,
|
|
"std": 0.046209,
|
|
"sem": 0.002389,
|
|
"min": 0.008334,
|
|
"max": 0.378969,
|
|
"recall-0.025": 0.066489,
|
|
"recall-0.05": 0.49734,
|
|
"recall-0.1": 0.906915,
|
|
"recall-0.15": 0.962766,
|
|
"recall-0.25": 0.981383,
|
|
"recall-0.5": 0.99734,
|
|
"num_labels": 376
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4888,
|
|
"recall-0.025": 0.0493,
|
|
"recall-0.05": 0.29194,
|
|
"recall-0.1": 0.75716,
|
|
"recall-0.15": 0.92103,
|
|
"recall-0.25": 0.98732,
|
|
"recall-0.5": 0.99877
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5264,
|
|
"correct_parts": 4931,
|
|
"pcp": 0.93674
|
|
}
|
|
```
|
|
|
|
### MVOR
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.011780858232439623,
|
|
"avg_time_2d": 0.010135567823789039,
|
|
"avg_time_3d": 0.0004209093207881601,
|
|
"avg_fps": 94.72857150206536
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 629,
|
|
"total_labels": 1061,
|
|
"total_preds": 1154,
|
|
"considered_empty": 0,
|
|
"valid_preds": 824,
|
|
"invalid_preds": 330,
|
|
"missing": 237,
|
|
"invalid_fraction": 0.28596,
|
|
"precision": 0.71404,
|
|
"recall": 0.77663,
|
|
"f1": 0.74402,
|
|
"non_empty": 1154
|
|
},
|
|
"mpjpe": {
|
|
"count": 824,
|
|
"mean": 0.116945,
|
|
"median": 0.098916,
|
|
"std": 0.063493,
|
|
"sem": 0.002213,
|
|
"min": 0.045377,
|
|
"max": 0.476467,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.001885,
|
|
"recall-0.1": 0.396795,
|
|
"recall-0.15": 0.644675,
|
|
"recall-0.25": 0.740811,
|
|
"recall-0.5": 0.776626,
|
|
"num_labels": 1061,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 2.4e-05,
|
|
"ap-0.1": 0.237052,
|
|
"ap-0.15": 0.527948,
|
|
"ap-0.25": 0.659535,
|
|
"ap-0.5": 0.701101
|
|
},
|
|
"head": {
|
|
"count": 822,
|
|
"mean": 0.066104,
|
|
"median": 0.051446,
|
|
"std": 0.058145,
|
|
"sem": 0.002029,
|
|
"min": 0.004358,
|
|
"max": 0.462004,
|
|
"recall-0.025": 0.103676,
|
|
"recall-0.05": 0.37606,
|
|
"recall-0.1": 0.66541,
|
|
"recall-0.15": 0.721018,
|
|
"recall-0.25": 0.758718,
|
|
"recall-0.5": 0.774741,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_left": {
|
|
"count": 821,
|
|
"mean": 0.064231,
|
|
"median": 0.045581,
|
|
"std": 0.063925,
|
|
"sem": 0.002232,
|
|
"min": 0.002958,
|
|
"max": 0.484606,
|
|
"recall-0.025": 0.164939,
|
|
"recall-0.05": 0.422243,
|
|
"recall-0.1": 0.648445,
|
|
"recall-0.15": 0.723845,
|
|
"recall-0.25": 0.748351,
|
|
"recall-0.5": 0.773798,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_right": {
|
|
"count": 822,
|
|
"mean": 0.061466,
|
|
"median": 0.041774,
|
|
"std": 0.064171,
|
|
"sem": 0.00224,
|
|
"min": 0.003109,
|
|
"max": 0.480916,
|
|
"recall-0.025": 0.147031,
|
|
"recall-0.05": 0.474081,
|
|
"recall-0.1": 0.667295,
|
|
"recall-0.15": 0.719133,
|
|
"recall-0.25": 0.752121,
|
|
"recall-0.5": 0.774741,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_left": {
|
|
"count": 813,
|
|
"mean": 0.108512,
|
|
"median": 0.07863,
|
|
"std": 0.092897,
|
|
"sem": 0.00326,
|
|
"min": 0.003798,
|
|
"max": 0.493591,
|
|
"recall-0.025": 0.067861,
|
|
"recall-0.05": 0.249764,
|
|
"recall-0.1": 0.467484,
|
|
"recall-0.15": 0.581527,
|
|
"recall-0.25": 0.69557,
|
|
"recall-0.5": 0.766258,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_right": {
|
|
"count": 814,
|
|
"mean": 0.085891,
|
|
"median": 0.060826,
|
|
"std": 0.077751,
|
|
"sem": 0.002727,
|
|
"min": 0.006041,
|
|
"max": 0.484571,
|
|
"recall-0.025": 0.095193,
|
|
"recall-0.05": 0.303487,
|
|
"recall-0.1": 0.572102,
|
|
"recall-0.15": 0.660697,
|
|
"recall-0.25": 0.724788,
|
|
"recall-0.5": 0.767201,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_left": {
|
|
"count": 813,
|
|
"mean": 0.124956,
|
|
"median": 0.092318,
|
|
"std": 0.103174,
|
|
"sem": 0.003621,
|
|
"min": 0.002426,
|
|
"max": 0.495895,
|
|
"recall-0.025": 0.075401,
|
|
"recall-0.05": 0.216777,
|
|
"recall-0.1": 0.412818,
|
|
"recall-0.15": 0.528746,
|
|
"recall-0.25": 0.660697,
|
|
"recall-0.5": 0.766258,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_right": {
|
|
"count": 810,
|
|
"mean": 0.106267,
|
|
"median": 0.068354,
|
|
"std": 0.098354,
|
|
"sem": 0.003458,
|
|
"min": 0.001874,
|
|
"max": 0.465738,
|
|
"recall-0.025": 0.103676,
|
|
"recall-0.05": 0.275212,
|
|
"recall-0.1": 0.492931,
|
|
"recall-0.15": 0.584354,
|
|
"recall-0.25": 0.674835,
|
|
"recall-0.5": 0.763431,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_left": {
|
|
"count": 810,
|
|
"mean": 0.197711,
|
|
"median": 0.177076,
|
|
"std": 0.087703,
|
|
"sem": 0.003083,
|
|
"min": 0.016721,
|
|
"max": 0.494996,
|
|
"recall-0.025": 0.000943,
|
|
"recall-0.05": 0.001885,
|
|
"recall-0.1": 0.061263,
|
|
"recall-0.15": 0.257304,
|
|
"recall-0.25": 0.590952,
|
|
"recall-0.5": 0.763431,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_right": {
|
|
"count": 809,
|
|
"mean": 0.191823,
|
|
"median": 0.176535,
|
|
"std": 0.078484,
|
|
"sem": 0.002761,
|
|
"min": 0.035254,
|
|
"max": 0.497932,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.001885,
|
|
"recall-0.1": 0.06409,
|
|
"recall-0.15": 0.251649,
|
|
"recall-0.25": 0.613572,
|
|
"recall-0.5": 0.762488,
|
|
"num_labels": 1061
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 9549,
|
|
"recall-0.025": 0.08409,
|
|
"recall-0.05": 0.25709,
|
|
"recall-0.1": 0.44979,
|
|
"recall-0.15": 0.55807,
|
|
"recall-0.25": 0.69054,
|
|
"recall-0.5": 0.76762
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10610,
|
|
"correct_parts": 6280,
|
|
"pcp": 0.591894
|
|
}
|
|
```
|
|
|
|
### Panoptic
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.060430227256402735,
|
|
"avg_time_2d": 0.021042059689033322,
|
|
"avg_time_3d": 0.0008079400876673256,
|
|
"avg_fps": 45.76659085673456
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1499,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1462,
|
|
"invalid_preds": 37,
|
|
"missing": 4,
|
|
"invalid_fraction": 0.02468,
|
|
"precision": 0.97532,
|
|
"recall": 0.99727,
|
|
"f1": 0.98617,
|
|
"non_empty": 1499
|
|
},
|
|
"mpjpe": {
|
|
"count": 1462,
|
|
"mean": 0.035187,
|
|
"median": 0.031457,
|
|
"std": 0.01721,
|
|
"sem": 0.00045,
|
|
"min": 0.009781,
|
|
"max": 0.178708,
|
|
"recall-0.025": 0.306276,
|
|
"recall-0.05": 0.836971,
|
|
"recall-0.1": 0.991814,
|
|
"recall-0.15": 0.995907,
|
|
"recall-0.25": 0.997271,
|
|
"recall-0.5": 0.997271,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.167143,
|
|
"ap-0.05": 0.767782,
|
|
"ap-0.1": 0.975641,
|
|
"ap-0.15": 0.983104,
|
|
"ap-0.25": 0.985026,
|
|
"ap-0.5": 0.985026
|
|
},
|
|
"nose": {
|
|
"count": 1461,
|
|
"mean": 0.015052,
|
|
"median": 0.01121,
|
|
"std": 0.017634,
|
|
"sem": 0.000462,
|
|
"min": 0.001066,
|
|
"max": 0.282308,
|
|
"recall-0.025": 0.911825,
|
|
"recall-0.05": 0.970608,
|
|
"recall-0.1": 0.991798,
|
|
"recall-0.15": 0.996582,
|
|
"recall-0.25": 0.996582,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1462,
|
|
"mean": 0.016775,
|
|
"median": 0.014859,
|
|
"std": 0.010785,
|
|
"sem": 0.000282,
|
|
"min": 0.001411,
|
|
"max": 0.101796,
|
|
"recall-0.025": 0.8397,
|
|
"recall-0.05": 0.985675,
|
|
"recall-0.1": 0.996589,
|
|
"recall-0.15": 0.997271,
|
|
"recall-0.25": 0.997271,
|
|
"recall-0.5": 0.997271,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1461,
|
|
"mean": 0.016991,
|
|
"median": 0.014819,
|
|
"std": 0.011517,
|
|
"sem": 0.000301,
|
|
"min": 0.000675,
|
|
"max": 0.14179,
|
|
"recall-0.025": 0.833447,
|
|
"recall-0.05": 0.9843,
|
|
"recall-0.1": 0.995904,
|
|
"recall-0.15": 0.99727,
|
|
"recall-0.25": 0.99727,
|
|
"recall-0.5": 0.99727,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1461,
|
|
"mean": 0.023847,
|
|
"median": 0.016501,
|
|
"std": 0.026608,
|
|
"sem": 0.000696,
|
|
"min": 0.001481,
|
|
"max": 0.416112,
|
|
"recall-0.025": 0.719454,
|
|
"recall-0.05": 0.898976,
|
|
"recall-0.1": 0.979522,
|
|
"recall-0.15": 0.991809,
|
|
"recall-0.25": 0.995904,
|
|
"recall-0.5": 0.99727,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1461,
|
|
"mean": 0.020787,
|
|
"median": 0.016175,
|
|
"std": 0.015723,
|
|
"sem": 0.000412,
|
|
"min": 0.001779,
|
|
"max": 0.172199,
|
|
"recall-0.025": 0.77512,
|
|
"recall-0.05": 0.93985,
|
|
"recall-0.1": 0.997266,
|
|
"recall-0.15": 0.997949,
|
|
"recall-0.25": 0.998633,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1431,
|
|
"mean": 0.035583,
|
|
"median": 0.016794,
|
|
"std": 0.05771,
|
|
"sem": 0.001526,
|
|
"min": 0.00087,
|
|
"max": 0.454136,
|
|
"recall-0.025": 0.687587,
|
|
"recall-0.05": 0.855649,
|
|
"recall-0.1": 0.910042,
|
|
"recall-0.15": 0.951883,
|
|
"recall-0.25": 0.974895,
|
|
"recall-0.5": 0.997908,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1455,
|
|
"mean": 0.025777,
|
|
"median": 0.015841,
|
|
"std": 0.03213,
|
|
"sem": 0.000843,
|
|
"min": 0.000903,
|
|
"max": 0.299509,
|
|
"recall-0.025": 0.699176,
|
|
"recall-0.05": 0.896978,
|
|
"recall-0.1": 0.967033,
|
|
"recall-0.15": 0.98283,
|
|
"recall-0.25": 0.995879,
|
|
"recall-0.5": 0.999313,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1461,
|
|
"mean": 0.036013,
|
|
"median": 0.031756,
|
|
"std": 0.021526,
|
|
"sem": 0.000563,
|
|
"min": 0.003549,
|
|
"max": 0.221143,
|
|
"recall-0.025": 0.322867,
|
|
"recall-0.05": 0.821843,
|
|
"recall-0.1": 0.985666,
|
|
"recall-0.15": 0.993174,
|
|
"recall-0.25": 0.99727,
|
|
"recall-0.5": 0.99727,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1462,
|
|
"mean": 0.039536,
|
|
"median": 0.032499,
|
|
"std": 0.031236,
|
|
"sem": 0.000817,
|
|
"min": 0.002738,
|
|
"max": 0.473894,
|
|
"recall-0.025": 0.319236,
|
|
"recall-0.05": 0.789222,
|
|
"recall-0.1": 0.959072,
|
|
"recall-0.15": 0.991132,
|
|
"recall-0.25": 0.994543,
|
|
"recall-0.5": 0.997271,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1461,
|
|
"mean": 0.040935,
|
|
"median": 0.034895,
|
|
"std": 0.031356,
|
|
"sem": 0.000821,
|
|
"min": 0.002789,
|
|
"max": 0.369838,
|
|
"recall-0.025": 0.265529,
|
|
"recall-0.05": 0.769283,
|
|
"recall-0.1": 0.96314,
|
|
"recall-0.15": 0.983618,
|
|
"recall-0.25": 0.993174,
|
|
"recall-0.5": 0.99727,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1454,
|
|
"mean": 0.040669,
|
|
"median": 0.032287,
|
|
"std": 0.033872,
|
|
"sem": 0.000889,
|
|
"min": 0.003492,
|
|
"max": 0.492336,
|
|
"recall-0.025": 0.334476,
|
|
"recall-0.05": 0.726525,
|
|
"recall-0.1": 0.956134,
|
|
"recall-0.15": 0.984921,
|
|
"recall-0.25": 0.992461,
|
|
"recall-0.5": 0.996573,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1455,
|
|
"mean": 0.070449,
|
|
"median": 0.036108,
|
|
"std": 0.08514,
|
|
"sem": 0.002233,
|
|
"min": 0.002984,
|
|
"max": 0.49481,
|
|
"recall-0.025": 0.330144,
|
|
"recall-0.05": 0.620643,
|
|
"recall-0.1": 0.792208,
|
|
"recall-0.15": 0.866029,
|
|
"recall-0.25": 0.944634,
|
|
"recall-0.5": 0.994532,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1441,
|
|
"mean": 0.066117,
|
|
"median": 0.033187,
|
|
"std": 0.08635,
|
|
"sem": 0.002276,
|
|
"min": 0.00246,
|
|
"max": 0.482962,
|
|
"recall-0.025": 0.359589,
|
|
"recall-0.05": 0.678082,
|
|
"recall-0.1": 0.814384,
|
|
"recall-0.15": 0.864384,
|
|
"recall-0.25": 0.930137,
|
|
"recall-0.5": 0.986986,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.56862,
|
|
"recall-0.05": 0.84086,
|
|
"recall-0.1": 0.94666,
|
|
"recall-0.15": 0.96888,
|
|
"recall-0.25": 0.98494,
|
|
"recall-0.5": 0.99642
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20124,
|
|
"pcp": 0.984347
|
|
}
|
|
```
|
|
|
|
##### 3 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.03691577039113859,
|
|
"avg_time_2d": 0.012780087750132492,
|
|
"avg_time_3d": 0.0005443567182959579,
|
|
"avg_fps": 75.05003322048029
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1419,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1407,
|
|
"invalid_preds": 12,
|
|
"missing": 59,
|
|
"invalid_fraction": 0.00846,
|
|
"precision": 0.99154,
|
|
"recall": 0.95975,
|
|
"f1": 0.97539,
|
|
"non_empty": 1419
|
|
},
|
|
"mpjpe": {
|
|
"count": 1407,
|
|
"mean": 0.066054,
|
|
"median": 0.052313,
|
|
"std": 0.044565,
|
|
"sem": 0.001189,
|
|
"min": 0.018987,
|
|
"max": 0.321679,
|
|
"recall-0.025": 0.006139,
|
|
"recall-0.05": 0.439291,
|
|
"recall-0.1": 0.834243,
|
|
"recall-0.15": 0.919509,
|
|
"recall-0.25": 0.940655,
|
|
"recall-0.5": 0.959754,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.002173,
|
|
"ap-0.05": 0.340744,
|
|
"ap-0.1": 0.79061,
|
|
"ap-0.15": 0.904656,
|
|
"ap-0.25": 0.931759,
|
|
"ap-0.5": 0.951886
|
|
},
|
|
"nose": {
|
|
"count": 1406,
|
|
"mean": 0.024854,
|
|
"median": 0.019222,
|
|
"std": 0.017838,
|
|
"sem": 0.000476,
|
|
"min": 0.001373,
|
|
"max": 0.153966,
|
|
"recall-0.025": 0.61244,
|
|
"recall-0.05": 0.876282,
|
|
"recall-0.1": 0.956254,
|
|
"recall-0.15": 0.960355,
|
|
"recall-0.25": 0.961039,
|
|
"recall-0.5": 0.961039,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1407,
|
|
"mean": 0.021168,
|
|
"median": 0.017989,
|
|
"std": 0.015547,
|
|
"sem": 0.000415,
|
|
"min": 0.000446,
|
|
"max": 0.20373,
|
|
"recall-0.025": 0.686903,
|
|
"recall-0.05": 0.922237,
|
|
"recall-0.1": 0.957708,
|
|
"recall-0.15": 0.959072,
|
|
"recall-0.25": 0.959754,
|
|
"recall-0.5": 0.959754,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1406,
|
|
"mean": 0.024827,
|
|
"median": 0.01838,
|
|
"std": 0.019776,
|
|
"sem": 0.000528,
|
|
"min": 0.00218,
|
|
"max": 0.220146,
|
|
"recall-0.025": 0.624573,
|
|
"recall-0.05": 0.886007,
|
|
"recall-0.1": 0.948805,
|
|
"recall-0.15": 0.957679,
|
|
"recall-0.25": 0.959727,
|
|
"recall-0.5": 0.959727,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1406,
|
|
"mean": 0.034509,
|
|
"median": 0.023315,
|
|
"std": 0.030768,
|
|
"sem": 0.000821,
|
|
"min": 0.001517,
|
|
"max": 0.259935,
|
|
"recall-0.025": 0.513311,
|
|
"recall-0.05": 0.76587,
|
|
"recall-0.1": 0.902389,
|
|
"recall-0.15": 0.954949,
|
|
"recall-0.25": 0.959044,
|
|
"recall-0.5": 0.959727,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1406,
|
|
"mean": 0.031432,
|
|
"median": 0.021405,
|
|
"std": 0.027717,
|
|
"sem": 0.000739,
|
|
"min": 0.00127,
|
|
"max": 0.32231,
|
|
"recall-0.025": 0.568694,
|
|
"recall-0.05": 0.792208,
|
|
"recall-0.1": 0.934381,
|
|
"recall-0.15": 0.955571,
|
|
"recall-0.25": 0.959672,
|
|
"recall-0.5": 0.961039,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1376,
|
|
"mean": 0.05215,
|
|
"median": 0.024438,
|
|
"std": 0.06069,
|
|
"sem": 0.001637,
|
|
"min": 0.001822,
|
|
"max": 0.312247,
|
|
"recall-0.025": 0.487448,
|
|
"recall-0.05": 0.650628,
|
|
"recall-0.1": 0.807531,
|
|
"recall-0.15": 0.875174,
|
|
"recall-0.25": 0.941423,
|
|
"recall-0.5": 0.959554,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1399,
|
|
"mean": 0.049379,
|
|
"median": 0.026706,
|
|
"std": 0.057051,
|
|
"sem": 0.001526,
|
|
"min": 0.00228,
|
|
"max": 0.386571,
|
|
"recall-0.025": 0.456044,
|
|
"recall-0.05": 0.665522,
|
|
"recall-0.1": 0.845467,
|
|
"recall-0.15": 0.902473,
|
|
"recall-0.25": 0.9375,
|
|
"recall-0.5": 0.960852,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1406,
|
|
"mean": 0.044203,
|
|
"median": 0.039964,
|
|
"std": 0.023927,
|
|
"sem": 0.000638,
|
|
"min": 0.001408,
|
|
"max": 0.291716,
|
|
"recall-0.025": 0.183618,
|
|
"recall-0.05": 0.664164,
|
|
"recall-0.1": 0.929693,
|
|
"recall-0.15": 0.958362,
|
|
"recall-0.25": 0.959044,
|
|
"recall-0.5": 0.959727,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1407,
|
|
"mean": 0.055491,
|
|
"median": 0.048436,
|
|
"std": 0.035437,
|
|
"sem": 0.000945,
|
|
"min": 0.00587,
|
|
"max": 0.298275,
|
|
"recall-0.025": 0.122101,
|
|
"recall-0.05": 0.496589,
|
|
"recall-0.1": 0.884038,
|
|
"recall-0.15": 0.933151,
|
|
"recall-0.25": 0.95839,
|
|
"recall-0.5": 0.959754,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1399,
|
|
"mean": 0.069315,
|
|
"median": 0.045773,
|
|
"std": 0.073218,
|
|
"sem": 0.001958,
|
|
"min": 0.002807,
|
|
"max": 0.490151,
|
|
"recall-0.025": 0.154266,
|
|
"recall-0.05": 0.537201,
|
|
"recall-0.1": 0.80273,
|
|
"recall-0.15": 0.853242,
|
|
"recall-0.25": 0.918771,
|
|
"recall-0.5": 0.954949,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1397,
|
|
"mean": 0.067695,
|
|
"median": 0.048034,
|
|
"std": 0.071182,
|
|
"sem": 0.001905,
|
|
"min": 0.005118,
|
|
"max": 0.49167,
|
|
"recall-0.025": 0.136395,
|
|
"recall-0.05": 0.508568,
|
|
"recall-0.1": 0.831391,
|
|
"recall-0.15": 0.873201,
|
|
"recall-0.25": 0.914325,
|
|
"recall-0.5": 0.957505,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1320,
|
|
"mean": 0.145009,
|
|
"median": 0.102606,
|
|
"std": 0.132862,
|
|
"sem": 0.003658,
|
|
"min": 0.003074,
|
|
"max": 0.49986,
|
|
"recall-0.025": 0.149692,
|
|
"recall-0.05": 0.314422,
|
|
"recall-0.1": 0.433356,
|
|
"recall-0.15": 0.559809,
|
|
"recall-0.25": 0.71907,
|
|
"recall-0.5": 0.902256,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1301,
|
|
"mean": 0.134805,
|
|
"median": 0.080384,
|
|
"std": 0.129602,
|
|
"sem": 0.003594,
|
|
"min": 0.003691,
|
|
"max": 0.498781,
|
|
"recall-0.025": 0.143836,
|
|
"recall-0.05": 0.336301,
|
|
"recall-0.1": 0.507534,
|
|
"recall-0.15": 0.6,
|
|
"recall-0.25": 0.706849,
|
|
"recall-0.5": 0.891096,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.37183,
|
|
"recall-0.05": 0.64718,
|
|
"recall-0.1": 0.82575,
|
|
"recall-0.15": 0.8723,
|
|
"recall-0.25": 0.91153,
|
|
"recall-0.5": 0.94961
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 18662,
|
|
"pcp": 0.912835
|
|
}
|
|
```
|
|
|
|
##### 10 cameras
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.114754035414719,
|
|
"avg_time_2d": 0.03988202955664658,
|
|
"avg_time_3d": 0.002105511107095858,
|
|
"avg_fps": 23.816589021217226
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1497,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1464,
|
|
"invalid_preds": 33,
|
|
"missing": 2,
|
|
"invalid_fraction": 0.02204,
|
|
"precision": 0.97796,
|
|
"recall": 0.99864,
|
|
"f1": 0.98819,
|
|
"non_empty": 1497
|
|
},
|
|
"mpjpe": {
|
|
"count": 1464,
|
|
"mean": 0.028561,
|
|
"median": 0.024838,
|
|
"std": 0.012446,
|
|
"sem": 0.000325,
|
|
"min": 0.010283,
|
|
"max": 0.103154,
|
|
"recall-0.025": 0.506139,
|
|
"recall-0.05": 0.91678,
|
|
"recall-0.1": 0.997954,
|
|
"recall-0.15": 0.998636,
|
|
"recall-0.25": 0.998636,
|
|
"recall-0.5": 0.998636,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.374324,
|
|
"ap-0.05": 0.882172,
|
|
"ap-0.1": 0.986659,
|
|
"ap-0.15": 0.987344,
|
|
"ap-0.25": 0.987344,
|
|
"ap-0.5": 0.987344
|
|
},
|
|
"nose": {
|
|
"count": 1461,
|
|
"mean": 0.011185,
|
|
"median": 0.009847,
|
|
"std": 0.007089,
|
|
"sem": 0.000186,
|
|
"min": 0.000251,
|
|
"max": 0.089509,
|
|
"recall-0.025": 0.969925,
|
|
"recall-0.05": 0.992481,
|
|
"recall-0.1": 0.998633,
|
|
"recall-0.15": 0.998633,
|
|
"recall-0.25": 0.998633,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1464,
|
|
"mean": 0.013165,
|
|
"median": 0.011485,
|
|
"std": 0.008028,
|
|
"sem": 0.00021,
|
|
"min": 0.001195,
|
|
"max": 0.0828,
|
|
"recall-0.025": 0.919509,
|
|
"recall-0.05": 0.995907,
|
|
"recall-0.1": 0.998636,
|
|
"recall-0.15": 0.998636,
|
|
"recall-0.25": 0.998636,
|
|
"recall-0.5": 0.998636,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1463,
|
|
"mean": 0.014191,
|
|
"median": 0.012521,
|
|
"std": 0.008156,
|
|
"sem": 0.000213,
|
|
"min": 0.001295,
|
|
"max": 0.068136,
|
|
"recall-0.025": 0.91058,
|
|
"recall-0.05": 0.994539,
|
|
"recall-0.1": 0.998635,
|
|
"recall-0.15": 0.998635,
|
|
"recall-0.25": 0.998635,
|
|
"recall-0.5": 0.998635,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1463,
|
|
"mean": 0.018553,
|
|
"median": 0.015316,
|
|
"std": 0.012929,
|
|
"sem": 0.000338,
|
|
"min": 0.001115,
|
|
"max": 0.106143,
|
|
"recall-0.025": 0.809556,
|
|
"recall-0.05": 0.96314,
|
|
"recall-0.1": 0.99727,
|
|
"recall-0.15": 0.998635,
|
|
"recall-0.25": 0.998635,
|
|
"recall-0.5": 0.998635,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1461,
|
|
"mean": 0.016844,
|
|
"median": 0.014362,
|
|
"std": 0.012668,
|
|
"sem": 0.000332,
|
|
"min": 0.001586,
|
|
"max": 0.189976,
|
|
"recall-0.025": 0.883117,
|
|
"recall-0.05": 0.97676,
|
|
"recall-0.1": 0.995899,
|
|
"recall-0.15": 0.997949,
|
|
"recall-0.25": 0.998633,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1432,
|
|
"mean": 0.018491,
|
|
"median": 0.012883,
|
|
"std": 0.020813,
|
|
"sem": 0.00055,
|
|
"min": 0.000703,
|
|
"max": 0.221447,
|
|
"recall-0.025": 0.830544,
|
|
"recall-0.05": 0.956764,
|
|
"recall-0.1": 0.981869,
|
|
"recall-0.15": 0.991632,
|
|
"recall-0.25": 0.998605,
|
|
"recall-0.5": 0.998605,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1455,
|
|
"mean": 0.017947,
|
|
"median": 0.0125,
|
|
"std": 0.022081,
|
|
"sem": 0.000579,
|
|
"min": 0.00073,
|
|
"max": 0.304661,
|
|
"recall-0.025": 0.835852,
|
|
"recall-0.05": 0.958791,
|
|
"recall-0.1": 0.98489,
|
|
"recall-0.15": 0.993132,
|
|
"recall-0.25": 0.998626,
|
|
"recall-0.5": 0.999313,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1463,
|
|
"mean": 0.028288,
|
|
"median": 0.025597,
|
|
"std": 0.016137,
|
|
"sem": 0.000422,
|
|
"min": 0.002014,
|
|
"max": 0.13749,
|
|
"recall-0.025": 0.479181,
|
|
"recall-0.05": 0.932423,
|
|
"recall-0.1": 0.991126,
|
|
"recall-0.15": 0.998635,
|
|
"recall-0.25": 0.998635,
|
|
"recall-0.5": 0.998635,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1464,
|
|
"mean": 0.028487,
|
|
"median": 0.026261,
|
|
"std": 0.013664,
|
|
"sem": 0.000357,
|
|
"min": 0.003326,
|
|
"max": 0.142164,
|
|
"recall-0.025": 0.464529,
|
|
"recall-0.05": 0.937926,
|
|
"recall-0.1": 0.996589,
|
|
"recall-0.15": 0.998636,
|
|
"recall-0.25": 0.998636,
|
|
"recall-0.5": 0.998636,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1463,
|
|
"mean": 0.032246,
|
|
"median": 0.027725,
|
|
"std": 0.020932,
|
|
"sem": 0.000547,
|
|
"min": 0.001876,
|
|
"max": 0.188605,
|
|
"recall-0.025": 0.443003,
|
|
"recall-0.05": 0.860068,
|
|
"recall-0.1": 0.983618,
|
|
"recall-0.15": 0.995222,
|
|
"recall-0.25": 0.998635,
|
|
"recall-0.5": 0.998635,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1457,
|
|
"mean": 0.033717,
|
|
"median": 0.028204,
|
|
"std": 0.021593,
|
|
"sem": 0.000566,
|
|
"min": 0.00285,
|
|
"max": 0.201632,
|
|
"recall-0.025": 0.398218,
|
|
"recall-0.05": 0.830706,
|
|
"recall-0.1": 0.978753,
|
|
"recall-0.15": 0.995888,
|
|
"recall-0.25": 0.998629,
|
|
"recall-0.5": 0.998629,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1461,
|
|
"mean": 0.069764,
|
|
"median": 0.039284,
|
|
"std": 0.07582,
|
|
"sem": 0.001984,
|
|
"min": 0.001721,
|
|
"max": 0.460829,
|
|
"recall-0.025": 0.308954,
|
|
"recall-0.05": 0.591934,
|
|
"recall-0.1": 0.774436,
|
|
"recall-0.15": 0.874915,
|
|
"recall-0.25": 0.954887,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1457,
|
|
"mean": 0.067659,
|
|
"median": 0.035688,
|
|
"std": 0.079949,
|
|
"sem": 0.002095,
|
|
"min": 0.002529,
|
|
"max": 0.499971,
|
|
"recall-0.025": 0.345205,
|
|
"recall-0.05": 0.621918,
|
|
"recall-0.1": 0.810959,
|
|
"recall-0.15": 0.871918,
|
|
"recall-0.25": 0.941781,
|
|
"recall-0.5": 0.997945,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.66087,
|
|
"recall-0.05": 0.89279,
|
|
"recall-0.1": 0.96066,
|
|
"recall-0.15": 0.97783,
|
|
"recall-0.25": 0.99068,
|
|
"recall-0.5": 0.99842
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20312,
|
|
"pcp": 0.993543
|
|
}
|
|
```
|
|
|
|
### IkeaAsm
|
|
|
|
(duration 00:01:45)
|
|
```json
|
|
{
|
|
"img_loading": 0.04002083135820401,
|
|
"avg_time_2d": 0.011175246635225535,
|
|
"avg_time_3d": 0.00039957632133955643,
|
|
"avg_fps": 86.39440998385317
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 479,
|
|
"total_labels": 479,
|
|
"total_preds": 618,
|
|
"considered_empty": 0,
|
|
"valid_preds": 447,
|
|
"invalid_preds": 171,
|
|
"missing": 32,
|
|
"invalid_fraction": 0.2767,
|
|
"precision": 0.7233,
|
|
"recall": 0.93319,
|
|
"f1": 0.81495,
|
|
"non_empty": 618
|
|
},
|
|
"mpjpe": {
|
|
"count": 447,
|
|
"mean": 0.074456,
|
|
"median": 0.059695,
|
|
"std": 0.046301,
|
|
"sem": 0.002192,
|
|
"min": 0.018682,
|
|
"max": 0.355677,
|
|
"recall-0.025": 0.039666,
|
|
"recall-0.05": 0.379958,
|
|
"recall-0.1": 0.724426,
|
|
"recall-0.15": 0.866388,
|
|
"recall-0.25": 0.929019,
|
|
"recall-0.5": 0.933194,
|
|
"num_labels": 479,
|
|
"ap-0.025": 0.001756,
|
|
"ap-0.05": 0.142805,
|
|
"ap-0.1": 0.505589,
|
|
"ap-0.15": 0.714197,
|
|
"ap-0.25": 0.819921,
|
|
"ap-0.5": 0.827308
|
|
},
|
|
"head": {
|
|
"count": 425,
|
|
"mean": 0.033443,
|
|
"median": 0.030112,
|
|
"std": 0.017039,
|
|
"sem": 0.000827,
|
|
"min": 0.000129,
|
|
"max": 0.119482,
|
|
"recall-0.025": 0.327434,
|
|
"recall-0.05": 0.798673,
|
|
"recall-0.1": 0.938053,
|
|
"recall-0.15": 0.940265,
|
|
"recall-0.25": 0.940265,
|
|
"recall-0.5": 0.940265,
|
|
"num_labels": 452
|
|
},
|
|
"shoulder_left": {
|
|
"count": 424,
|
|
"mean": 0.040693,
|
|
"median": 0.035429,
|
|
"std": 0.018036,
|
|
"sem": 0.000877,
|
|
"min": 0.01015,
|
|
"max": 0.15422,
|
|
"recall-0.025": 0.10793,
|
|
"recall-0.05": 0.73348,
|
|
"recall-0.1": 0.920705,
|
|
"recall-0.15": 0.931718,
|
|
"recall-0.25": 0.933921,
|
|
"recall-0.5": 0.933921,
|
|
"num_labels": 454
|
|
},
|
|
"shoulder_right": {
|
|
"count": 437,
|
|
"mean": 0.029215,
|
|
"median": 0.027229,
|
|
"std": 0.010943,
|
|
"sem": 0.000524,
|
|
"min": 0.007749,
|
|
"max": 0.095911,
|
|
"recall-0.025": 0.342612,
|
|
"recall-0.05": 0.892934,
|
|
"recall-0.1": 0.93576,
|
|
"recall-0.15": 0.93576,
|
|
"recall-0.25": 0.93576,
|
|
"recall-0.5": 0.93576,
|
|
"num_labels": 467
|
|
},
|
|
"elbow_left": {
|
|
"count": 413,
|
|
"mean": 0.030607,
|
|
"median": 0.023176,
|
|
"std": 0.024438,
|
|
"sem": 0.001204,
|
|
"min": 0.00303,
|
|
"max": 0.190548,
|
|
"recall-0.025": 0.514874,
|
|
"recall-0.05": 0.819222,
|
|
"recall-0.1": 0.919908,
|
|
"recall-0.15": 0.940503,
|
|
"recall-0.25": 0.94508,
|
|
"recall-0.5": 0.94508,
|
|
"num_labels": 437
|
|
},
|
|
"elbow_right": {
|
|
"count": 416,
|
|
"mean": 0.025964,
|
|
"median": 0.023121,
|
|
"std": 0.017186,
|
|
"sem": 0.000844,
|
|
"min": 0.002542,
|
|
"max": 0.182529,
|
|
"recall-0.025": 0.53288,
|
|
"recall-0.05": 0.879819,
|
|
"recall-0.1": 0.938776,
|
|
"recall-0.15": 0.941043,
|
|
"recall-0.25": 0.943311,
|
|
"recall-0.5": 0.943311,
|
|
"num_labels": 441
|
|
},
|
|
"wrist_left": {
|
|
"count": 408,
|
|
"mean": 0.032042,
|
|
"median": 0.025353,
|
|
"std": 0.028416,
|
|
"sem": 0.001409,
|
|
"min": 0.003737,
|
|
"max": 0.296087,
|
|
"recall-0.025": 0.456422,
|
|
"recall-0.05": 0.811927,
|
|
"recall-0.1": 0.912844,
|
|
"recall-0.15": 0.924312,
|
|
"recall-0.25": 0.931193,
|
|
"recall-0.5": 0.93578,
|
|
"num_labels": 436
|
|
},
|
|
"wrist_right": {
|
|
"count": 417,
|
|
"mean": 0.028288,
|
|
"median": 0.022713,
|
|
"std": 0.031025,
|
|
"sem": 0.001521,
|
|
"min": 0.002872,
|
|
"max": 0.32973,
|
|
"recall-0.025": 0.513453,
|
|
"recall-0.05": 0.865471,
|
|
"recall-0.1": 0.910314,
|
|
"recall-0.15": 0.921525,
|
|
"recall-0.25": 0.930493,
|
|
"recall-0.5": 0.934978,
|
|
"num_labels": 446
|
|
},
|
|
"hip_left": {
|
|
"count": 298,
|
|
"mean": 0.09812,
|
|
"median": 0.09086,
|
|
"std": 0.032706,
|
|
"sem": 0.001898,
|
|
"min": 0.027606,
|
|
"max": 0.284104,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.012739,
|
|
"recall-0.1": 0.61465,
|
|
"recall-0.15": 0.89172,
|
|
"recall-0.25": 0.942675,
|
|
"recall-0.5": 0.949045,
|
|
"num_labels": 314
|
|
},
|
|
"hip_right": {
|
|
"count": 245,
|
|
"mean": 0.085356,
|
|
"median": 0.080679,
|
|
"std": 0.031076,
|
|
"sem": 0.001989,
|
|
"min": 0.019868,
|
|
"max": 0.323838,
|
|
"recall-0.025": 0.011538,
|
|
"recall-0.05": 0.073077,
|
|
"recall-0.1": 0.719231,
|
|
"recall-0.15": 0.919231,
|
|
"recall-0.25": 0.938462,
|
|
"recall-0.5": 0.942308,
|
|
"num_labels": 260
|
|
},
|
|
"knee_left": {
|
|
"count": 250,
|
|
"mean": 0.129331,
|
|
"median": 0.087049,
|
|
"std": 0.10624,
|
|
"sem": 0.006733,
|
|
"min": 0.017263,
|
|
"max": 0.498997,
|
|
"recall-0.025": 0.025362,
|
|
"recall-0.05": 0.163043,
|
|
"recall-0.1": 0.514493,
|
|
"recall-0.15": 0.652174,
|
|
"recall-0.25": 0.778986,
|
|
"recall-0.5": 0.905797,
|
|
"num_labels": 276
|
|
},
|
|
"knee_right": {
|
|
"count": 190,
|
|
"mean": 0.114057,
|
|
"median": 0.081005,
|
|
"std": 0.100495,
|
|
"sem": 0.00731,
|
|
"min": 0.00936,
|
|
"max": 0.49724,
|
|
"recall-0.025": 0.037209,
|
|
"recall-0.05": 0.218605,
|
|
"recall-0.1": 0.548837,
|
|
"recall-0.15": 0.725581,
|
|
"recall-0.25": 0.776744,
|
|
"recall-0.5": 0.883721,
|
|
"num_labels": 215
|
|
},
|
|
"ankle_left": {
|
|
"count": 71,
|
|
"mean": 0.357688,
|
|
"median": 0.396454,
|
|
"std": 0.113189,
|
|
"sem": 0.013529,
|
|
"min": 0.029788,
|
|
"max": 0.489443,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.015152,
|
|
"recall-0.1": 0.022727,
|
|
"recall-0.15": 0.030303,
|
|
"recall-0.25": 0.098485,
|
|
"recall-0.5": 0.537879,
|
|
"num_labels": 132
|
|
},
|
|
"ankle_right": {
|
|
"count": 60,
|
|
"mean": 0.357988,
|
|
"median": 0.401673,
|
|
"std": 0.113737,
|
|
"sem": 0.014807,
|
|
"min": 0.061398,
|
|
"max": 0.497032,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.0,
|
|
"recall-0.1": 0.015748,
|
|
"recall-0.15": 0.047244,
|
|
"recall-0.25": 0.070866,
|
|
"recall-0.5": 0.472441,
|
|
"num_labels": 127
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4457,
|
|
"recall-0.025": 0.28203,
|
|
"recall-0.05": 0.60848,
|
|
"recall-0.1": 0.79358,
|
|
"recall-0.15": 0.84855,
|
|
"recall-0.25": 0.86897,
|
|
"recall-0.5": 0.90868
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4313,
|
|
"correct_parts": 3837,
|
|
"pcp": 0.889636
|
|
}
|
|
```
|
|
|
|
### CHI3D
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.017476047340192293,
|
|
"avg_time_2d": 0.012747695571497866,
|
|
"avg_time_3d": 0.00040262749320582337,
|
|
"avg_fps": 76.04375915935208
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 390,
|
|
"total_labels": 780,
|
|
"total_preds": 778,
|
|
"considered_empty": 0,
|
|
"valid_preds": 778,
|
|
"invalid_preds": 0,
|
|
"missing": 2,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 0.99744,
|
|
"f1": 0.99872,
|
|
"non_empty": 778
|
|
},
|
|
"mpjpe": {
|
|
"count": 778,
|
|
"mean": 0.061256,
|
|
"median": 0.058094,
|
|
"std": 0.015804,
|
|
"sem": 0.000567,
|
|
"min": 0.043665,
|
|
"max": 0.234462,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.041026,
|
|
"recall-0.1": 0.983333,
|
|
"recall-0.15": 0.991026,
|
|
"recall-0.25": 0.997436,
|
|
"recall-0.5": 0.997436,
|
|
"num_labels": 780,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 0.002137,
|
|
"ap-0.1": 0.98266,
|
|
"ap-0.15": 0.990834,
|
|
"ap-0.25": 0.997436,
|
|
"ap-0.5": 0.997436
|
|
},
|
|
"head": {
|
|
"count": 778,
|
|
"mean": 0.039793,
|
|
"median": 0.029375,
|
|
"std": 0.046131,
|
|
"sem": 0.001655,
|
|
"min": 0.003523,
|
|
"max": 0.410789,
|
|
"recall-0.025": 0.415385,
|
|
"recall-0.05": 0.832051,
|
|
"recall-0.1": 0.955128,
|
|
"recall-0.15": 0.961538,
|
|
"recall-0.25": 0.978205,
|
|
"recall-0.5": 0.997436,
|
|
"num_labels": 780
|
|
},
|
|
"shoulder_left": {
|
|
"count": 778,
|
|
"mean": 0.062809,
|
|
"median": 0.064642,
|
|
"std": 0.021891,
|
|
"sem": 0.000785,
|
|
"min": 0.01029,
|
|
"max": 0.171518,
|
|
"recall-0.025": 0.019231,
|
|
"recall-0.05": 0.326923,
|
|
"recall-0.1": 0.957692,
|
|
"recall-0.15": 0.994872,
|
|
"recall-0.25": 0.997436,
|
|
"recall-0.5": 0.997436,
|
|
"num_labels": 780
|
|
},
|
|
"shoulder_right": {
|
|
"count": 776,
|
|
"mean": 0.06692,
|
|
"median": 0.066134,
|
|
"std": 0.019334,
|
|
"sem": 0.000694,
|
|
"min": 0.012362,
|
|
"max": 0.177966,
|
|
"recall-0.025": 0.014103,
|
|
"recall-0.05": 0.174359,
|
|
"recall-0.1": 0.951282,
|
|
"recall-0.15": 0.99359,
|
|
"recall-0.25": 0.994872,
|
|
"recall-0.5": 0.994872,
|
|
"num_labels": 780
|
|
},
|
|
"elbow_left": {
|
|
"count": 776,
|
|
"mean": 0.057432,
|
|
"median": 0.048159,
|
|
"std": 0.037166,
|
|
"sem": 0.001335,
|
|
"min": 0.014258,
|
|
"max": 0.471045,
|
|
"recall-0.025": 0.019231,
|
|
"recall-0.05": 0.533333,
|
|
"recall-0.1": 0.942308,
|
|
"recall-0.15": 0.969231,
|
|
"recall-0.25": 0.988462,
|
|
"recall-0.5": 0.994872,
|
|
"num_labels": 780
|
|
},
|
|
"elbow_right": {
|
|
"count": 778,
|
|
"mean": 0.064771,
|
|
"median": 0.062808,
|
|
"std": 0.023921,
|
|
"sem": 0.000858,
|
|
"min": 0.025508,
|
|
"max": 0.260927,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.262821,
|
|
"recall-0.1": 0.938462,
|
|
"recall-0.15": 0.982051,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.997436,
|
|
"num_labels": 780
|
|
},
|
|
"wrist_left": {
|
|
"count": 772,
|
|
"mean": 0.049893,
|
|
"median": 0.043983,
|
|
"std": 0.036923,
|
|
"sem": 0.00133,
|
|
"min": 0.006115,
|
|
"max": 0.445596,
|
|
"recall-0.025": 0.125641,
|
|
"recall-0.05": 0.64359,
|
|
"recall-0.1": 0.947436,
|
|
"recall-0.15": 0.976923,
|
|
"recall-0.25": 0.983333,
|
|
"recall-0.5": 0.989744,
|
|
"num_labels": 780
|
|
},
|
|
"wrist_right": {
|
|
"count": 773,
|
|
"mean": 0.067023,
|
|
"median": 0.06487,
|
|
"std": 0.035726,
|
|
"sem": 0.001286,
|
|
"min": 0.015542,
|
|
"max": 0.341995,
|
|
"recall-0.025": 0.024359,
|
|
"recall-0.05": 0.328205,
|
|
"recall-0.1": 0.912821,
|
|
"recall-0.15": 0.957692,
|
|
"recall-0.25": 0.987179,
|
|
"recall-0.5": 0.991026,
|
|
"num_labels": 780
|
|
},
|
|
"hip_left": {
|
|
"count": 778,
|
|
"mean": 0.083135,
|
|
"median": 0.083035,
|
|
"std": 0.020092,
|
|
"sem": 0.000721,
|
|
"min": 0.036304,
|
|
"max": 0.142385,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.044872,
|
|
"recall-0.1": 0.807692,
|
|
"recall-0.15": 0.997436,
|
|
"recall-0.25": 0.997436,
|
|
"recall-0.5": 0.997436,
|
|
"num_labels": 780
|
|
},
|
|
"hip_right": {
|
|
"count": 778,
|
|
"mean": 0.106615,
|
|
"median": 0.105462,
|
|
"std": 0.018197,
|
|
"sem": 0.000653,
|
|
"min": 0.05252,
|
|
"max": 0.179121,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.0,
|
|
"recall-0.1": 0.379487,
|
|
"recall-0.15": 0.982051,
|
|
"recall-0.25": 0.997436,
|
|
"recall-0.5": 0.997436,
|
|
"num_labels": 780
|
|
},
|
|
"knee_left": {
|
|
"count": 778,
|
|
"mean": 0.047598,
|
|
"median": 0.045991,
|
|
"std": 0.019866,
|
|
"sem": 0.000713,
|
|
"min": 0.009332,
|
|
"max": 0.199038,
|
|
"recall-0.025": 0.061538,
|
|
"recall-0.05": 0.651282,
|
|
"recall-0.1": 0.958974,
|
|
"recall-0.15": 0.99359,
|
|
"recall-0.25": 0.997436,
|
|
"recall-0.5": 0.997436,
|
|
"num_labels": 780
|
|
},
|
|
"knee_right": {
|
|
"count": 778,
|
|
"mean": 0.052091,
|
|
"median": 0.049774,
|
|
"std": 0.018473,
|
|
"sem": 0.000663,
|
|
"min": 0.0111,
|
|
"max": 0.128542,
|
|
"recall-0.025": 0.038462,
|
|
"recall-0.05": 0.503846,
|
|
"recall-0.1": 0.983333,
|
|
"recall-0.15": 0.997436,
|
|
"recall-0.25": 0.997436,
|
|
"recall-0.5": 0.997436,
|
|
"num_labels": 780
|
|
},
|
|
"ankle_left": {
|
|
"count": 778,
|
|
"mean": 0.050638,
|
|
"median": 0.047403,
|
|
"std": 0.019466,
|
|
"sem": 0.000698,
|
|
"min": 0.012995,
|
|
"max": 0.360086,
|
|
"recall-0.025": 0.008974,
|
|
"recall-0.05": 0.616667,
|
|
"recall-0.1": 0.983333,
|
|
"recall-0.15": 0.99359,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.997436,
|
|
"num_labels": 780
|
|
},
|
|
"ankle_right": {
|
|
"count": 778,
|
|
"mean": 0.034456,
|
|
"median": 0.029475,
|
|
"std": 0.016218,
|
|
"sem": 0.000582,
|
|
"min": 0.004853,
|
|
"max": 0.178816,
|
|
"recall-0.025": 0.298718,
|
|
"recall-0.05": 0.865385,
|
|
"recall-0.1": 0.994872,
|
|
"recall-0.15": 0.996154,
|
|
"recall-0.25": 0.997436,
|
|
"recall-0.5": 0.997436,
|
|
"num_labels": 780
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 10140,
|
|
"recall-0.025": 0.0786,
|
|
"recall-0.05": 0.44428,
|
|
"recall-0.1": 0.9002,
|
|
"recall-0.15": 0.98383,
|
|
"recall-0.25": 0.9927,
|
|
"recall-0.5": 0.99596
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10920,
|
|
"correct_parts": 10721,
|
|
"pcp": 0.981777
|
|
}
|
|
```
|
|
|
|
### Tsinghua
|
|
|
|
(duration 00:01:51)
|
|
```json
|
|
{
|
|
"img_loading": 0.13135391235351562,
|
|
"avg_time_2d": 0.028430829048156737,
|
|
"avg_time_3d": 0.0008205056190490722,
|
|
"avg_fps": 34.18647427124472
|
|
}
|
|
{
|
|
"person_nums": {
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|
"total_frames": 210,
|
|
"total_labels": 630,
|
|
"total_preds": 633,
|
|
"considered_empty": 0,
|
|
"valid_preds": 630,
|
|
"invalid_preds": 3,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.00474,
|
|
"precision": 0.99526,
|
|
"recall": 1.0,
|
|
"f1": 0.99762,
|
|
"non_empty": 633
|
|
},
|
|
"mpjpe": {
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|
"count": 630,
|
|
"mean": 0.053445,
|
|
"median": 0.048917,
|
|
"std": 0.017742,
|
|
"sem": 0.000707,
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|
"min": 0.030125,
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|
"max": 0.13987,
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|
"recall-0.025": 0.0,
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|
"recall-0.05": 0.544444,
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|
"recall-0.1": 0.955556,
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"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
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|
"recall-0.5": 1.0,
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"num_labels": 630,
|
|
"ap-0.025": 0.0,
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|
"ap-0.05": 0.330565,
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|
"ap-0.1": 0.92959,
|
|
"ap-0.15": 1.0,
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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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|
"head": {
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"count": 598,
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"mean": 0.040107,
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"median": 0.038453,
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|
"std": 0.014264,
|
|
"sem": 0.000584,
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"min": 0.012854,
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"max": 0.181618,
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"recall-0.025": 0.107023,
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"recall-0.05": 0.804348,
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"recall-0.1": 0.998328,
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"recall-0.15": 0.998328,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 598
|
|
},
|
|
"shoulder_left": {
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|
"count": 630,
|
|
"mean": 0.059771,
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|
"median": 0.057014,
|
|
"std": 0.018422,
|
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"sem": 0.000735,
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"min": 0.01946,
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"max": 0.152292,
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"recall-0.025": 0.007937,
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"recall-0.05": 0.333333,
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"recall-0.1": 0.98254,
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"recall-0.15": 0.998413,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
|
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"num_labels": 630
|
|
},
|
|
"shoulder_right": {
|
|
"count": 630,
|
|
"mean": 0.061136,
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"median": 0.059692,
|
|
"std": 0.019932,
|
|
"sem": 0.000795,
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"min": 0.013849,
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"max": 0.127072,
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"recall-0.025": 0.006349,
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"recall-0.05": 0.338095,
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"recall-0.1": 0.952381,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 630
|
|
},
|
|
"elbow_left": {
|
|
"count": 630,
|
|
"mean": 0.050566,
|
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"median": 0.04785,
|
|
"std": 0.020729,
|
|
"sem": 0.000827,
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"min": 0.006197,
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"max": 0.158603,
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"recall-0.025": 0.068254,
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"recall-0.05": 0.555556,
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"recall-0.1": 0.977778,
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"recall-0.15": 0.996825,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 630
|
|
},
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|
"elbow_right": {
|
|
"count": 629,
|
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"mean": 0.052199,
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"median": 0.047131,
|
|
"std": 0.027734,
|
|
"sem": 0.001107,
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"max": 0.168326,
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"recall-0.025": 0.112878,
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"recall-0.05": 0.565978,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 629
|
|
},
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|
"wrist_left": {
|
|
"count": 630,
|
|
"mean": 0.047349,
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|
"median": 0.042366,
|
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"std": 0.025887,
|
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"sem": 0.001032,
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"recall-0.5": 1.0,
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"num_labels": 630
|
|
},
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"wrist_right": {
|
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"count": 625,
|
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"mean": 0.053221,
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"median": 0.048646,
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"std": 0.025546,
|
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"sem": 0.001023,
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"min": 0.006786,
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"max": 0.224126,
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"recall-0.025": 0.0784,
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"recall-0.05": 0.5264,
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"recall-0.1": 0.9504,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
|
|
"num_labels": 625
|
|
},
|
|
"hip_left": {
|
|
"count": 630,
|
|
"mean": 0.052761,
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|
"median": 0.050105,
|
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"std": 0.020705,
|
|
"sem": 0.000826,
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"min": 0.006568,
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"max": 0.153066,
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"recall-0.025": 0.053968,
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"recall-0.05": 0.495238,
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"recall-0.1": 0.969841,
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"recall-0.15": 0.998413,
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"recall-0.25": 1.0,
|
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"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
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|
"hip_right": {
|
|
"count": 629,
|
|
"mean": 0.051659,
|
|
"median": 0.049745,
|
|
"std": 0.023579,
|
|
"sem": 0.000941,
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"min": 0.002706,
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"max": 0.129543,
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"recall-0.025": 0.127186,
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"recall-0.05": 0.502385,
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"recall-0.1": 0.963434,
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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": 629
|
|
},
|
|
"knee_left": {
|
|
"count": 628,
|
|
"mean": 0.048396,
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"median": 0.036676,
|
|
"std": 0.046572,
|
|
"sem": 0.00186,
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"min": 0.008278,
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"recall-0.025": 0.213376,
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"recall-0.05": 0.69586,
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"recall-0.1": 0.944268,
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"recall-0.15": 0.961783,
|
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"recall-0.25": 0.984076,
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"recall-0.5": 1.0,
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"num_labels": 628
|
|
},
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|
"knee_right": {
|
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"count": 629,
|
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"mean": 0.0546,
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"median": 0.03749,
|
|
"std": 0.07228,
|
|
"sem": 0.002884,
|
|
"min": 0.004193,
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"max": 0.495918,
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"recall-0.025": 0.213037,
|
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"recall-0.05": 0.72337,
|
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"recall-0.1": 0.941176,
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"recall-0.15": 0.952305,
|
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"recall-0.25": 0.955485,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"ankle_left": {
|
|
"count": 619,
|
|
"mean": 0.057531,
|
|
"median": 0.042722,
|
|
"std": 0.070232,
|
|
"sem": 0.002825,
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|
"min": 0.007541,
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|
"max": 0.499413,
|
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"recall-0.025": 0.098546,
|
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"recall-0.05": 0.662359,
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"recall-0.1": 0.954766,
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"recall-0.15": 0.959612,
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"recall-0.25": 0.966074,
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"recall-0.5": 1.0,
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|
"num_labels": 619
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|
},
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|
"ankle_right": {
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|
"count": 602,
|
|
"mean": 0.047433,
|
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"median": 0.041615,
|
|
"std": 0.044675,
|
|
"sem": 0.001822,
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"min": 0.007662,
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"max": 0.450729,
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"recall-0.025": 0.173633,
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"recall-0.05": 0.662379,
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"recall-0.1": 0.940514,
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"recall-0.15": 0.951768,
|
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"recall-0.25": 0.954984,
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"recall-0.5": 0.967846,
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|
"num_labels": 622
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|
},
|
|
"joint_recalls": {
|
|
"num_labels": 8129,
|
|
"recall-0.025": 0.10739,
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|
"recall-0.05": 0.57732,
|
|
"recall-0.1": 0.95854,
|
|
"recall-0.15": 0.98352,
|
|
"recall-0.25": 0.98893,
|
|
"recall-0.5": 0.99754
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 8725,
|
|
"correct_parts": 8606,
|
|
"pcp": 0.986361
|
|
}
|
|
```
|
|
|
|
### H3WB
|
|
|
|
##### default joints
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.026260575495268168,
|
|
"avg_time_2d": 0.009883342291179455,
|
|
"avg_time_3d": 0.00028819284941020764,
|
|
"avg_fps": 98.31357668022844
|
|
}
|
|
{
|
|
"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": 0.023966,
|
|
"median": 0.02193,
|
|
"std": 0.009952,
|
|
"sem": 0.000705,
|
|
"min": 0.011202,
|
|
"max": 0.098338,
|
|
"recall-0.025": 0.645,
|
|
"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": 0.554146,
|
|
"ap-0.05": 0.98429,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"nose": {
|
|
"count": 200,
|
|
"mean": 0.039256,
|
|
"median": 0.033088,
|
|
"std": 0.030919,
|
|
"sem": 0.002192,
|
|
"min": 0.003211,
|
|
"max": 0.246189,
|
|
"recall-0.025": 0.4,
|
|
"recall-0.05": 0.75,
|
|
"recall-0.1": 0.955,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_left": {
|
|
"count": 200,
|
|
"mean": 0.018566,
|
|
"median": 0.016235,
|
|
"std": 0.011761,
|
|
"sem": 0.000834,
|
|
"min": 0.001295,
|
|
"max": 0.08336,
|
|
"recall-0.025": 0.77,
|
|
"recall-0.05": 0.98,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_right": {
|
|
"count": 200,
|
|
"mean": 0.023279,
|
|
"median": 0.020439,
|
|
"std": 0.012755,
|
|
"sem": 0.000904,
|
|
"min": 0.002446,
|
|
"max": 0.090972,
|
|
"recall-0.025": 0.645,
|
|
"recall-0.05": 0.96,
|
|
"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": 0.016956,
|
|
"median": 0.012823,
|
|
"std": 0.020294,
|
|
"sem": 0.001439,
|
|
"min": 0.000399,
|
|
"max": 0.218561,
|
|
"recall-0.025": 0.85,
|
|
"recall-0.05": 0.965,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"elbow_right": {
|
|
"count": 200,
|
|
"mean": 0.022355,
|
|
"median": 0.015265,
|
|
"std": 0.020354,
|
|
"sem": 0.001443,
|
|
"min": 0.001682,
|
|
"max": 0.124753,
|
|
"recall-0.025": 0.69,
|
|
"recall-0.05": 0.905,
|
|
"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": 0.025543,
|
|
"median": 0.018102,
|
|
"std": 0.027205,
|
|
"sem": 0.001929,
|
|
"min": 0.001546,
|
|
"max": 0.278829,
|
|
"recall-0.025": 0.65,
|
|
"recall-0.05": 0.9,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_right": {
|
|
"count": 200,
|
|
"mean": 0.031676,
|
|
"median": 0.023419,
|
|
"std": 0.027318,
|
|
"sem": 0.001937,
|
|
"min": 0.001467,
|
|
"max": 0.171508,
|
|
"recall-0.025": 0.54,
|
|
"recall-0.05": 0.83,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_left": {
|
|
"count": 200,
|
|
"mean": 0.031527,
|
|
"median": 0.028829,
|
|
"std": 0.014772,
|
|
"sem": 0.001047,
|
|
"min": 0.008472,
|
|
"max": 0.093101,
|
|
"recall-0.025": 0.375,
|
|
"recall-0.05": 0.865,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_right": {
|
|
"count": 200,
|
|
"mean": 0.030689,
|
|
"median": 0.028248,
|
|
"std": 0.014282,
|
|
"sem": 0.001012,
|
|
"min": 0.003098,
|
|
"max": 0.081098,
|
|
"recall-0.025": 0.405,
|
|
"recall-0.05": 0.91,
|
|
"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": 0.0209,
|
|
"median": 0.014398,
|
|
"std": 0.029374,
|
|
"sem": 0.002082,
|
|
"min": 0.000929,
|
|
"max": 0.331222,
|
|
"recall-0.025": 0.745,
|
|
"recall-0.05": 0.96,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"knee_right": {
|
|
"count": 200,
|
|
"mean": 0.019821,
|
|
"median": 0.014201,
|
|
"std": 0.034129,
|
|
"sem": 0.002419,
|
|
"min": 0.000649,
|
|
"max": 0.453869,
|
|
"recall-0.025": 0.81,
|
|
"recall-0.05": 0.96,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_left": {
|
|
"count": 200,
|
|
"mean": 0.014099,
|
|
"median": 0.010581,
|
|
"std": 0.014073,
|
|
"sem": 0.000998,
|
|
"min": 0.001776,
|
|
"max": 0.137094,
|
|
"recall-0.025": 0.895,
|
|
"recall-0.05": 0.975,
|
|
"recall-0.1": 0.995,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_right": {
|
|
"count": 200,
|
|
"mean": 0.01689,
|
|
"median": 0.01028,
|
|
"std": 0.03316,
|
|
"sem": 0.002351,
|
|
"min": 0.001613,
|
|
"max": 0.431529,
|
|
"recall-0.025": 0.865,
|
|
"recall-0.05": 0.965,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 2600,
|
|
"recall-0.025": 0.66462,
|
|
"recall-0.05": 0.91731,
|
|
"recall-0.1": 0.98846,
|
|
"recall-0.15": 0.99654,
|
|
"recall-0.25": 0.99846,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 2800,
|
|
"correct_parts": 2794,
|
|
"pcp": 0.997857
|
|
}
|
|
```
|
|
|
|
##### whole-body
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.025603970728422465,
|
|
"avg_time_2d": 0.021623519847267552,
|
|
"avg_time_3d": 0.0009541837792647512,
|
|
"avg_fps": 44.29148404733442
|
|
}
|
|
{
|
|
"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": 0.046368,
|
|
"median": 0.041878,
|
|
"std": 0.018953,
|
|
"sem": 0.001344,
|
|
"min": 0.019366,
|
|
"max": 0.140719,
|
|
"recall-0.025": 0.03,
|
|
"recall-0.05": 0.69,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200,
|
|
"ap-0.025": 0.004375,
|
|
"ap-0.05": 0.607881,
|
|
"ap-0.1": 0.981272,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"nose": {
|
|
"count": 200,
|
|
"mean": 0.051117,
|
|
"median": 0.042979,
|
|
"std": 0.037638,
|
|
"sem": 0.002668,
|
|
"min": 0.005223,
|
|
"max": 0.247102,
|
|
"recall-0.025": 0.28,
|
|
"recall-0.05": 0.57,
|
|
"recall-0.1": 0.885,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"eye_left": {
|
|
"count": 200,
|
|
"mean": 0.044076,
|
|
"median": 0.036192,
|
|
"std": 0.029084,
|
|
"sem": 0.002062,
|
|
"min": 0.007219,
|
|
"max": 0.156673,
|
|
"recall-0.025": 0.3,
|
|
"recall-0.05": 0.67,
|
|
"recall-0.1": 0.93,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"eye_right": {
|
|
"count": 200,
|
|
"mean": 0.053085,
|
|
"median": 0.045201,
|
|
"std": 0.035718,
|
|
"sem": 0.002532,
|
|
"min": 0.002782,
|
|
"max": 0.186024,
|
|
"recall-0.025": 0.23,
|
|
"recall-0.05": 0.57,
|
|
"recall-0.1": 0.87,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ear_left": {
|
|
"count": 200,
|
|
"mean": 0.033899,
|
|
"median": 0.025775,
|
|
"std": 0.028371,
|
|
"sem": 0.002011,
|
|
"min": 0.002683,
|
|
"max": 0.169265,
|
|
"recall-0.025": 0.47,
|
|
"recall-0.05": 0.855,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ear_right": {
|
|
"count": 200,
|
|
"mean": 0.044424,
|
|
"median": 0.039876,
|
|
"std": 0.028277,
|
|
"sem": 0.002004,
|
|
"min": 0.003801,
|
|
"max": 0.116696,
|
|
"recall-0.025": 0.315,
|
|
"recall-0.05": 0.635,
|
|
"recall-0.1": 0.955,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_left": {
|
|
"count": 200,
|
|
"mean": 0.020458,
|
|
"median": 0.018528,
|
|
"std": 0.012031,
|
|
"sem": 0.000853,
|
|
"min": 0.001054,
|
|
"max": 0.069013,
|
|
"recall-0.025": 0.725,
|
|
"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": 0.024673,
|
|
"median": 0.022526,
|
|
"std": 0.013389,
|
|
"sem": 0.000949,
|
|
"min": 0.004145,
|
|
"max": 0.073515,
|
|
"recall-0.025": 0.575,
|
|
"recall-0.05": 0.95,
|
|
"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": 0.019244,
|
|
"median": 0.014335,
|
|
"std": 0.019038,
|
|
"sem": 0.00135,
|
|
"min": 0.001754,
|
|
"max": 0.198344,
|
|
"recall-0.025": 0.755,
|
|
"recall-0.05": 0.97,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"elbow_right": {
|
|
"count": 200,
|
|
"mean": 0.025346,
|
|
"median": 0.017392,
|
|
"std": 0.023928,
|
|
"sem": 0.001696,
|
|
"min": 0.000835,
|
|
"max": 0.14358,
|
|
"recall-0.025": 0.66,
|
|
"recall-0.05": 0.89,
|
|
"recall-0.1": 0.97,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_left": {
|
|
"count": 199,
|
|
"mean": 0.026488,
|
|
"median": 0.019964,
|
|
"std": 0.021772,
|
|
"sem": 0.001547,
|
|
"min": 0.002774,
|
|
"max": 0.120657,
|
|
"recall-0.025": 0.64,
|
|
"recall-0.05": 0.87,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 0.995,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_right": {
|
|
"count": 199,
|
|
"mean": 0.038694,
|
|
"median": 0.024094,
|
|
"std": 0.04562,
|
|
"sem": 0.003242,
|
|
"min": 0.002353,
|
|
"max": 0.380524,
|
|
"recall-0.025": 0.505,
|
|
"recall-0.05": 0.8,
|
|
"recall-0.1": 0.92,
|
|
"recall-0.15": 0.96,
|
|
"recall-0.25": 0.985,
|
|
"recall-0.5": 0.995,
|
|
"num_labels": 200
|
|
},
|
|
"hip_left": {
|
|
"count": 200,
|
|
"mean": 0.03153,
|
|
"median": 0.029363,
|
|
"std": 0.014972,
|
|
"sem": 0.001061,
|
|
"min": 0.006625,
|
|
"max": 0.078356,
|
|
"recall-0.025": 0.375,
|
|
"recall-0.05": 0.885,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_right": {
|
|
"count": 200,
|
|
"mean": 0.031112,
|
|
"median": 0.029146,
|
|
"std": 0.016238,
|
|
"sem": 0.001151,
|
|
"min": 0.004224,
|
|
"max": 0.098891,
|
|
"recall-0.025": 0.415,
|
|
"recall-0.05": 0.88,
|
|
"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": 0.022689,
|
|
"median": 0.0174,
|
|
"std": 0.024627,
|
|
"sem": 0.001746,
|
|
"min": 0.002624,
|
|
"max": 0.22036,
|
|
"recall-0.025": 0.75,
|
|
"recall-0.05": 0.955,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"knee_right": {
|
|
"count": 200,
|
|
"mean": 0.026388,
|
|
"median": 0.015743,
|
|
"std": 0.045107,
|
|
"sem": 0.003198,
|
|
"min": 0.002,
|
|
"max": 0.401682,
|
|
"recall-0.025": 0.715,
|
|
"recall-0.05": 0.915,
|
|
"recall-0.1": 0.96,
|
|
"recall-0.15": 0.97,
|
|
"recall-0.25": 0.99,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_left": {
|
|
"count": 200,
|
|
"mean": 0.016597,
|
|
"median": 0.011209,
|
|
"std": 0.021108,
|
|
"sem": 0.001496,
|
|
"min": 0.001544,
|
|
"max": 0.175778,
|
|
"recall-0.025": 0.875,
|
|
"recall-0.05": 0.965,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_right": {
|
|
"count": 200,
|
|
"mean": 0.019394,
|
|
"median": 0.012907,
|
|
"std": 0.034849,
|
|
"sem": 0.00247,
|
|
"min": 0.001431,
|
|
"max": 0.439118,
|
|
"recall-0.025": 0.825,
|
|
"recall-0.05": 0.965,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_toe_big_left": {
|
|
"count": 200,
|
|
"mean": 0.03051,
|
|
"median": 0.0225,
|
|
"std": 0.030603,
|
|
"sem": 0.002169,
|
|
"min": 0.003694,
|
|
"max": 0.215697,
|
|
"recall-0.025": 0.58,
|
|
"recall-0.05": 0.88,
|
|
"recall-0.1": 0.96,
|
|
"recall-0.15": 0.98,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_toe_small_left": {
|
|
"count": 199,
|
|
"mean": 0.027304,
|
|
"median": 0.019305,
|
|
"std": 0.027491,
|
|
"sem": 0.001954,
|
|
"min": 0.002455,
|
|
"max": 0.20494,
|
|
"recall-0.025": 0.64,
|
|
"recall-0.05": 0.925,
|
|
"recall-0.1": 0.97,
|
|
"recall-0.15": 0.98,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 0.995,
|
|
"num_labels": 200
|
|
},
|
|
"foot_heel_left": {
|
|
"count": 200,
|
|
"mean": 0.024182,
|
|
"median": 0.016259,
|
|
"std": 0.02531,
|
|
"sem": 0.001794,
|
|
"min": 0.003472,
|
|
"max": 0.215076,
|
|
"recall-0.025": 0.69,
|
|
"recall-0.05": 0.935,
|
|
"recall-0.1": 0.98,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_toe_big_right": {
|
|
"count": 200,
|
|
"mean": 0.034115,
|
|
"median": 0.022933,
|
|
"std": 0.041163,
|
|
"sem": 0.002918,
|
|
"min": 0.001796,
|
|
"max": 0.362521,
|
|
"recall-0.025": 0.575,
|
|
"recall-0.05": 0.825,
|
|
"recall-0.1": 0.955,
|
|
"recall-0.15": 0.98,
|
|
"recall-0.25": 0.99,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_toe_small_right": {
|
|
"count": 200,
|
|
"mean": 0.033263,
|
|
"median": 0.02459,
|
|
"std": 0.031896,
|
|
"sem": 0.002261,
|
|
"min": 0.002734,
|
|
"max": 0.24162,
|
|
"recall-0.025": 0.51,
|
|
"recall-0.05": 0.845,
|
|
"recall-0.1": 0.97,
|
|
"recall-0.15": 0.98,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_heel_right": {
|
|
"count": 200,
|
|
"mean": 0.024673,
|
|
"median": 0.019086,
|
|
"std": 0.023637,
|
|
"sem": 0.001676,
|
|
"min": 0.003155,
|
|
"max": 0.193993,
|
|
"recall-0.025": 0.69,
|
|
"recall-0.05": 0.925,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"face_jaw_right_1": {
|
|
"count": 200,
|
|
"mean": 0.089825,
|
|
"median": 0.081305,
|
|
"std": 0.038721,
|
|
"sem": 0.002745,
|
|
"min": 0.012724,
|
|
"max": 0.285644,
|
|
"recall-0.025": 0.005,
|
|
"recall-0.05": 0.105,
|
|
"recall-0.1": 0.67,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"face_jaw_right_2": {
|
|
"count": 200,
|
|
"mean": 0.088125,
|
|
"median": 0.08049,
|
|
"std": 0.039097,
|
|
"sem": 0.002772,
|
|
"min": 0.015834,
|
|
"max": 0.266229,
|
|
"recall-0.025": 0.005,
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"recall-0.025": 0.44,
|
|
"recall-0.05": 0.715,
|
|
"recall-0.1": 0.88,
|
|
"recall-0.15": 0.93,
|
|
"recall-0.25": 0.97,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_thumb_right_3": {
|
|
"count": 200,
|
|
"mean": 0.054529,
|
|
"median": 0.031354,
|
|
"std": 0.072759,
|
|
"sem": 0.005158,
|
|
"min": 0.00302,
|
|
"max": 0.474692,
|
|
"recall-0.025": 0.41,
|
|
"recall-0.05": 0.715,
|
|
"recall-0.1": 0.88,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_thumb_right_4": {
|
|
"count": 200,
|
|
"mean": 0.059476,
|
|
"median": 0.03327,
|
|
"std": 0.07263,
|
|
"sem": 0.005149,
|
|
"min": 0.005181,
|
|
"max": 0.421784,
|
|
"recall-0.025": 0.355,
|
|
"recall-0.05": 0.69,
|
|
"recall-0.1": 0.86,
|
|
"recall-0.15": 0.9,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_index_right_1": {
|
|
"count": 198,
|
|
"mean": 0.051578,
|
|
"median": 0.029893,
|
|
"std": 0.061039,
|
|
"sem": 0.004349,
|
|
"min": 0.002205,
|
|
"max": 0.39099,
|
|
"recall-0.025": 0.41,
|
|
"recall-0.05": 0.69,
|
|
"recall-0.1": 0.88,
|
|
"recall-0.15": 0.93,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_index_right_2": {
|
|
"count": 197,
|
|
"mean": 0.054005,
|
|
"median": 0.029996,
|
|
"std": 0.067057,
|
|
"sem": 0.00479,
|
|
"min": 0.00116,
|
|
"max": 0.429569,
|
|
"recall-0.025": 0.395,
|
|
"recall-0.05": 0.675,
|
|
"recall-0.1": 0.87,
|
|
"recall-0.15": 0.9,
|
|
"recall-0.25": 0.95,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_index_right_3": {
|
|
"count": 198,
|
|
"mean": 0.05684,
|
|
"median": 0.032797,
|
|
"std": 0.075372,
|
|
"sem": 0.00537,
|
|
"min": 0.002306,
|
|
"max": 0.448366,
|
|
"recall-0.025": 0.405,
|
|
"recall-0.05": 0.66,
|
|
"recall-0.1": 0.875,
|
|
"recall-0.15": 0.905,
|
|
"recall-0.25": 0.945,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_index_right_4": {
|
|
"count": 200,
|
|
"mean": 0.058312,
|
|
"median": 0.032544,
|
|
"std": 0.075923,
|
|
"sem": 0.005382,
|
|
"min": 0.003097,
|
|
"max": 0.458618,
|
|
"recall-0.025": 0.36,
|
|
"recall-0.05": 0.635,
|
|
"recall-0.1": 0.89,
|
|
"recall-0.15": 0.925,
|
|
"recall-0.25": 0.955,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_middle_right_1": {
|
|
"count": 199,
|
|
"mean": 0.053219,
|
|
"median": 0.028408,
|
|
"std": 0.064312,
|
|
"sem": 0.00457,
|
|
"min": 0.002735,
|
|
"max": 0.402758,
|
|
"recall-0.025": 0.44,
|
|
"recall-0.05": 0.71,
|
|
"recall-0.1": 0.865,
|
|
"recall-0.15": 0.91,
|
|
"recall-0.25": 0.965,
|
|
"recall-0.5": 0.995,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_middle_right_2": {
|
|
"count": 198,
|
|
"mean": 0.051273,
|
|
"median": 0.027464,
|
|
"std": 0.068502,
|
|
"sem": 0.004881,
|
|
"min": 0.001643,
|
|
"max": 0.435996,
|
|
"recall-0.025": 0.44,
|
|
"recall-0.05": 0.72,
|
|
"recall-0.1": 0.87,
|
|
"recall-0.15": 0.91,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_middle_right_3": {
|
|
"count": 200,
|
|
"mean": 0.056307,
|
|
"median": 0.026939,
|
|
"std": 0.079228,
|
|
"sem": 0.005616,
|
|
"min": 0.003564,
|
|
"max": 0.480028,
|
|
"recall-0.025": 0.44,
|
|
"recall-0.05": 0.7,
|
|
"recall-0.1": 0.87,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.95,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_middle_right_4": {
|
|
"count": 199,
|
|
"mean": 0.05749,
|
|
"median": 0.034562,
|
|
"std": 0.069732,
|
|
"sem": 0.004956,
|
|
"min": 0.003834,
|
|
"max": 0.46402,
|
|
"recall-0.025": 0.375,
|
|
"recall-0.05": 0.68,
|
|
"recall-0.1": 0.86,
|
|
"recall-0.15": 0.905,
|
|
"recall-0.25": 0.955,
|
|
"recall-0.5": 0.995,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_1": {
|
|
"count": 197,
|
|
"mean": 0.048601,
|
|
"median": 0.028714,
|
|
"std": 0.057167,
|
|
"sem": 0.004083,
|
|
"min": 0.003601,
|
|
"max": 0.398429,
|
|
"recall-0.025": 0.42,
|
|
"recall-0.05": 0.705,
|
|
"recall-0.1": 0.88,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_2": {
|
|
"count": 197,
|
|
"mean": 0.050446,
|
|
"median": 0.029466,
|
|
"std": 0.061341,
|
|
"sem": 0.004381,
|
|
"min": 0.002991,
|
|
"max": 0.400431,
|
|
"recall-0.025": 0.425,
|
|
"recall-0.05": 0.69,
|
|
"recall-0.1": 0.86,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.965,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_3": {
|
|
"count": 198,
|
|
"mean": 0.051281,
|
|
"median": 0.028883,
|
|
"std": 0.060937,
|
|
"sem": 0.004342,
|
|
"min": 0.002712,
|
|
"max": 0.398541,
|
|
"recall-0.025": 0.42,
|
|
"recall-0.05": 0.69,
|
|
"recall-0.1": 0.87,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.97,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_4": {
|
|
"count": 198,
|
|
"mean": 0.057079,
|
|
"median": 0.035827,
|
|
"std": 0.066654,
|
|
"sem": 0.004749,
|
|
"min": 0.002333,
|
|
"max": 0.447481,
|
|
"recall-0.025": 0.355,
|
|
"recall-0.05": 0.675,
|
|
"recall-0.1": 0.86,
|
|
"recall-0.15": 0.905,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_1": {
|
|
"count": 198,
|
|
"mean": 0.049469,
|
|
"median": 0.03077,
|
|
"std": 0.05356,
|
|
"sem": 0.003816,
|
|
"min": 0.002386,
|
|
"max": 0.305898,
|
|
"recall-0.025": 0.405,
|
|
"recall-0.05": 0.69,
|
|
"recall-0.1": 0.865,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.965,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_2": {
|
|
"count": 198,
|
|
"mean": 0.053948,
|
|
"median": 0.032032,
|
|
"std": 0.061021,
|
|
"sem": 0.004348,
|
|
"min": 0.002421,
|
|
"max": 0.371323,
|
|
"recall-0.025": 0.375,
|
|
"recall-0.05": 0.68,
|
|
"recall-0.1": 0.855,
|
|
"recall-0.15": 0.915,
|
|
"recall-0.25": 0.97,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_3": {
|
|
"count": 197,
|
|
"mean": 0.053201,
|
|
"median": 0.030238,
|
|
"std": 0.060887,
|
|
"sem": 0.004349,
|
|
"min": 0.003585,
|
|
"max": 0.45522,
|
|
"recall-0.025": 0.4,
|
|
"recall-0.05": 0.685,
|
|
"recall-0.1": 0.845,
|
|
"recall-0.15": 0.915,
|
|
"recall-0.25": 0.97,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_4": {
|
|
"count": 197,
|
|
"mean": 0.057422,
|
|
"median": 0.033099,
|
|
"std": 0.068692,
|
|
"sem": 0.004907,
|
|
"min": 0.00637,
|
|
"max": 0.481916,
|
|
"recall-0.025": 0.35,
|
|
"recall-0.05": 0.67,
|
|
"recall-0.1": 0.845,
|
|
"recall-0.15": 0.9,
|
|
"recall-0.25": 0.96,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 200
|
|
},
|
|
"hip_middle": {
|
|
"count": 200,
|
|
"mean": 0.029453,
|
|
"median": 0.026452,
|
|
"std": 0.014213,
|
|
"sem": 0.001008,
|
|
"min": 0.00232,
|
|
"max": 0.070431,
|
|
"recall-0.025": 0.44,
|
|
"recall-0.05": 0.875,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_middle": {
|
|
"count": 200,
|
|
"mean": 0.018994,
|
|
"median": 0.01728,
|
|
"std": 0.010081,
|
|
"sem": 0.000715,
|
|
"min": 0.000812,
|
|
"max": 0.049805,
|
|
"recall-0.025": 0.74,
|
|
"recall-0.05": 1.0,
|
|
"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": 0.033163,
|
|
"median": 0.029328,
|
|
"std": 0.018893,
|
|
"sem": 0.001339,
|
|
"min": 0.004732,
|
|
"max": 0.105475,
|
|
"recall-0.025": 0.395,
|
|
"recall-0.05": 0.815,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"body_errors": {
|
|
"body": {
|
|
"count": 5197,
|
|
"mean": 0.030187,
|
|
"median": 0.023862,
|
|
"std": 0.02596,
|
|
"sem": 0.001841,
|
|
"min": 0.00301,
|
|
"max": 0.189787,
|
|
"num_labels": 5200
|
|
},
|
|
"face": {
|
|
"count": 13596,
|
|
"mean": 0.04971,
|
|
"median": 0.040198,
|
|
"std": 0.035404,
|
|
"sem": 0.00251,
|
|
"min": 0.005139,
|
|
"max": 0.237957,
|
|
"num_labels": 13600
|
|
},
|
|
"hand": {
|
|
"count": 8367,
|
|
"mean": 0.048156,
|
|
"median": 0.027426,
|
|
"std": 0.06001,
|
|
"sem": 0.004263,
|
|
"min": 0.00287,
|
|
"max": 0.385693,
|
|
"num_labels": 8400
|
|
}
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 27200,
|
|
"recall-0.025": 0.40169,
|
|
"recall-0.05": 0.70272,
|
|
"recall-0.1": 0.90963,
|
|
"recall-0.15": 0.96401,
|
|
"recall-0.25": 0.98974,
|
|
"recall-0.5": 0.99853
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 2800,
|
|
"correct_parts": 2790,
|
|
"pcp": 0.996429
|
|
}
|
|
```
|
|
|
|
### EgoHumans
|
|
|
|
##### tagging
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.3528638998667399,
|
|
"avg_time_2d": 0.04470903873443603,
|
|
"avg_time_3d": 0.0011984851625230577,
|
|
"avg_fps": 21.7829217329284
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 100,
|
|
"total_labels": 400,
|
|
"total_preds": 405,
|
|
"considered_empty": 0,
|
|
"valid_preds": 371,
|
|
"invalid_preds": 34,
|
|
"missing": 29,
|
|
"invalid_fraction": 0.08395,
|
|
"precision": 0.91605,
|
|
"recall": 0.9275,
|
|
"f1": 0.92174,
|
|
"non_empty": 405
|
|
},
|
|
"mpjpe": {
|
|
"count": 371,
|
|
"mean": 0.041029,
|
|
"median": 0.03212,
|
|
"std": 0.030237,
|
|
"sem": 0.001572,
|
|
"min": 0.014996,
|
|
"max": 0.294915,
|
|
"recall-0.025": 0.2075,
|
|
"recall-0.05": 0.7525,
|
|
"recall-0.1": 0.8875,
|
|
"recall-0.15": 0.91,
|
|
"recall-0.25": 0.9225,
|
|
"recall-0.5": 0.9275,
|
|
"num_labels": 400,
|
|
"ap-0.025": 0.052189,
|
|
"ap-0.05": 0.655733,
|
|
"ap-0.1": 0.859266,
|
|
"ap-0.15": 0.893474,
|
|
"ap-0.25": 0.906237,
|
|
"ap-0.5": 0.913812
|
|
},
|
|
"head": {
|
|
"count": 371,
|
|
"mean": 0.043419,
|
|
"median": 0.038314,
|
|
"std": 0.027822,
|
|
"sem": 0.001446,
|
|
"min": 0.002897,
|
|
"max": 0.28156,
|
|
"recall-0.025": 0.2125,
|
|
"recall-0.05": 0.6175,
|
|
"recall-0.1": 0.9025,
|
|
"recall-0.15": 0.9225,
|
|
"recall-0.25": 0.9225,
|
|
"recall-0.5": 0.9275,
|
|
"num_labels": 400
|
|
},
|
|
"shoulder_left": {
|
|
"count": 370,
|
|
"mean": 0.039127,
|
|
"median": 0.030649,
|
|
"std": 0.034677,
|
|
"sem": 0.001805,
|
|
"min": 0.002987,
|
|
"max": 0.43717,
|
|
"recall-0.025": 0.315,
|
|
"recall-0.05": 0.72,
|
|
"recall-0.1": 0.895,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.92,
|
|
"recall-0.5": 0.925,
|
|
"num_labels": 400
|
|
},
|
|
"shoulder_right": {
|
|
"count": 371,
|
|
"mean": 0.03898,
|
|
"median": 0.032612,
|
|
"std": 0.032755,
|
|
"sem": 0.001703,
|
|
"min": 0.005203,
|
|
"max": 0.320625,
|
|
"recall-0.025": 0.28,
|
|
"recall-0.05": 0.7525,
|
|
"recall-0.1": 0.9025,
|
|
"recall-0.15": 0.91,
|
|
"recall-0.25": 0.9225,
|
|
"recall-0.5": 0.9275,
|
|
"num_labels": 400
|
|
},
|
|
"elbow_left": {
|
|
"count": 371,
|
|
"mean": 0.031208,
|
|
"median": 0.025565,
|
|
"std": 0.031461,
|
|
"sem": 0.001636,
|
|
"min": 0.002624,
|
|
"max": 0.367832,
|
|
"recall-0.025": 0.4525,
|
|
"recall-0.05": 0.8475,
|
|
"recall-0.1": 0.905,
|
|
"recall-0.15": 0.915,
|
|
"recall-0.25": 0.92,
|
|
"recall-0.5": 0.9275,
|
|
"num_labels": 400
|
|
},
|
|
"elbow_right": {
|
|
"count": 370,
|
|
"mean": 0.037451,
|
|
"median": 0.030453,
|
|
"std": 0.030159,
|
|
"sem": 0.00157,
|
|
"min": 0.003176,
|
|
"max": 0.326081,
|
|
"recall-0.025": 0.325,
|
|
"recall-0.05": 0.76,
|
|
"recall-0.1": 0.89,
|
|
"recall-0.15": 0.9175,
|
|
"recall-0.25": 0.9225,
|
|
"recall-0.5": 0.925,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_left": {
|
|
"count": 371,
|
|
"mean": 0.034956,
|
|
"median": 0.025268,
|
|
"std": 0.033028,
|
|
"sem": 0.001717,
|
|
"min": 0.003069,
|
|
"max": 0.30281,
|
|
"recall-0.025": 0.45,
|
|
"recall-0.05": 0.785,
|
|
"recall-0.1": 0.885,
|
|
"recall-0.15": 0.915,
|
|
"recall-0.25": 0.9225,
|
|
"recall-0.5": 0.9275,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_right": {
|
|
"count": 370,
|
|
"mean": 0.036946,
|
|
"median": 0.02456,
|
|
"std": 0.046028,
|
|
"sem": 0.002396,
|
|
"min": 0.002426,
|
|
"max": 0.460223,
|
|
"recall-0.025": 0.4775,
|
|
"recall-0.05": 0.7575,
|
|
"recall-0.1": 0.8775,
|
|
"recall-0.15": 0.9025,
|
|
"recall-0.25": 0.9175,
|
|
"recall-0.5": 0.925,
|
|
"num_labels": 400
|
|
},
|
|
"hip_left": {
|
|
"count": 371,
|
|
"mean": 0.047198,
|
|
"median": 0.038562,
|
|
"std": 0.031126,
|
|
"sem": 0.001618,
|
|
"min": 0.003036,
|
|
"max": 0.158187,
|
|
"recall-0.025": 0.24,
|
|
"recall-0.05": 0.6325,
|
|
"recall-0.1": 0.8475,
|
|
"recall-0.15": 0.9225,
|
|
"recall-0.25": 0.9275,
|
|
"recall-0.5": 0.9275,
|
|
"num_labels": 400
|
|
},
|
|
"hip_right": {
|
|
"count": 371,
|
|
"mean": 0.046973,
|
|
"median": 0.036296,
|
|
"std": 0.036089,
|
|
"sem": 0.001876,
|
|
"min": 0.004871,
|
|
"max": 0.267409,
|
|
"recall-0.025": 0.235,
|
|
"recall-0.05": 0.6275,
|
|
"recall-0.1": 0.8525,
|
|
"recall-0.15": 0.9025,
|
|
"recall-0.25": 0.925,
|
|
"recall-0.5": 0.9275,
|
|
"num_labels": 400
|
|
},
|
|
"knee_left": {
|
|
"count": 371,
|
|
"mean": 0.029505,
|
|
"median": 0.02473,
|
|
"std": 0.021497,
|
|
"sem": 0.001118,
|
|
"min": 0.001892,
|
|
"max": 0.2081,
|
|
"recall-0.025": 0.4775,
|
|
"recall-0.05": 0.8325,
|
|
"recall-0.1": 0.9125,
|
|
"recall-0.15": 0.925,
|
|
"recall-0.25": 0.9275,
|
|
"recall-0.5": 0.9275,
|
|
"num_labels": 400
|
|
},
|
|
"knee_right": {
|
|
"count": 369,
|
|
"mean": 0.039471,
|
|
"median": 0.024696,
|
|
"std": 0.065749,
|
|
"sem": 0.003427,
|
|
"min": 0.002502,
|
|
"max": 0.485122,
|
|
"recall-0.025": 0.4725,
|
|
"recall-0.05": 0.81,
|
|
"recall-0.1": 0.885,
|
|
"recall-0.15": 0.89,
|
|
"recall-0.25": 0.8925,
|
|
"recall-0.5": 0.9225,
|
|
"num_labels": 400
|
|
},
|
|
"ankle_left": {
|
|
"count": 370,
|
|
"mean": 0.037307,
|
|
"median": 0.025284,
|
|
"std": 0.050685,
|
|
"sem": 0.002639,
|
|
"min": 0.002673,
|
|
"max": 0.476034,
|
|
"recall-0.025": 0.45,
|
|
"recall-0.05": 0.765,
|
|
"recall-0.1": 0.885,
|
|
"recall-0.15": 0.905,
|
|
"recall-0.25": 0.915,
|
|
"recall-0.5": 0.925,
|
|
"num_labels": 400
|
|
},
|
|
"ankle_right": {
|
|
"count": 362,
|
|
"mean": 0.046193,
|
|
"median": 0.030038,
|
|
"std": 0.050436,
|
|
"sem": 0.002655,
|
|
"min": 0.002157,
|
|
"max": 0.393281,
|
|
"recall-0.025": 0.3825,
|
|
"recall-0.05": 0.65,
|
|
"recall-0.1": 0.8175,
|
|
"recall-0.15": 0.865,
|
|
"recall-0.25": 0.8925,
|
|
"recall-0.5": 0.905,
|
|
"num_labels": 400
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 5200,
|
|
"recall-0.025": 0.36692,
|
|
"recall-0.05": 0.73481,
|
|
"recall-0.1": 0.88135,
|
|
"recall-0.15": 0.90865,
|
|
"recall-0.25": 0.9175,
|
|
"recall-0.5": 0.92462
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5600,
|
|
"correct_parts": 5107,
|
|
"pcp": 0.911964
|
|
}
|
|
```
|
|
|
|
##### legoassemble
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.2947925146635588,
|
|
"avg_time_2d": 0.0422386156546103,
|
|
"avg_time_3d": 0.0009064566981685055,
|
|
"avg_fps": 23.177617870783198
|
|
}
|
|
{
|
|
"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": 0.02595,
|
|
"median": 0.025003,
|
|
"std": 0.007261,
|
|
"sem": 0.000382,
|
|
"min": 0.012176,
|
|
"max": 0.052961,
|
|
"recall-0.025": 0.498623,
|
|
"recall-0.05": 0.99449,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363,
|
|
"ap-0.025": 0.281383,
|
|
"ap-0.05": 0.993396,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 363,
|
|
"mean": 0.028099,
|
|
"median": 0.023086,
|
|
"std": 0.017182,
|
|
"sem": 0.000903,
|
|
"min": 0.002102,
|
|
"max": 0.098073,
|
|
"recall-0.025": 0.534435,
|
|
"recall-0.05": 0.884298,
|
|
"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": 0.027054,
|
|
"median": 0.021728,
|
|
"std": 0.020627,
|
|
"sem": 0.001084,
|
|
"min": 0.002837,
|
|
"max": 0.160499,
|
|
"recall-0.025": 0.586777,
|
|
"recall-0.05": 0.900826,
|
|
"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": 0.023748,
|
|
"median": 0.021035,
|
|
"std": 0.013446,
|
|
"sem": 0.000707,
|
|
"min": 0.003516,
|
|
"max": 0.101881,
|
|
"recall-0.025": 0.600551,
|
|
"recall-0.05": 0.958678,
|
|
"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": 0.022266,
|
|
"median": 0.019049,
|
|
"std": 0.014795,
|
|
"sem": 0.000778,
|
|
"min": 0.003514,
|
|
"max": 0.194458,
|
|
"recall-0.025": 0.702479,
|
|
"recall-0.05": 0.961433,
|
|
"recall-0.1": 0.997245,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"elbow_right": {
|
|
"count": 363,
|
|
"mean": 0.018467,
|
|
"median": 0.016303,
|
|
"std": 0.010228,
|
|
"sem": 0.000538,
|
|
"min": 0.001717,
|
|
"max": 0.084792,
|
|
"recall-0.025": 0.798898,
|
|
"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": 0.024304,
|
|
"median": 0.018879,
|
|
"std": 0.024223,
|
|
"sem": 0.001273,
|
|
"min": 0.001556,
|
|
"max": 0.240021,
|
|
"recall-0.025": 0.674931,
|
|
"recall-0.05": 0.942149,
|
|
"recall-0.1": 0.986226,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"wrist_right": {
|
|
"count": 363,
|
|
"mean": 0.019756,
|
|
"median": 0.017616,
|
|
"std": 0.011931,
|
|
"sem": 0.000627,
|
|
"min": 0.001127,
|
|
"max": 0.089718,
|
|
"recall-0.025": 0.77686,
|
|
"recall-0.05": 0.972452,
|
|
"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": 0.031364,
|
|
"median": 0.026845,
|
|
"std": 0.017668,
|
|
"sem": 0.000929,
|
|
"min": 0.004869,
|
|
"max": 0.123913,
|
|
"recall-0.025": 0.429752,
|
|
"recall-0.05": 0.848485,
|
|
"recall-0.1": 0.997245,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"hip_right": {
|
|
"count": 363,
|
|
"mean": 0.031909,
|
|
"median": 0.029546,
|
|
"std": 0.017146,
|
|
"sem": 0.000901,
|
|
"min": 0.002958,
|
|
"max": 0.115878,
|
|
"recall-0.025": 0.371901,
|
|
"recall-0.05": 0.887052,
|
|
"recall-0.1": 0.988981,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"knee_left": {
|
|
"count": 363,
|
|
"mean": 0.028369,
|
|
"median": 0.020181,
|
|
"std": 0.023944,
|
|
"sem": 0.001258,
|
|
"min": 0.001137,
|
|
"max": 0.126999,
|
|
"recall-0.025": 0.62259,
|
|
"recall-0.05": 0.865014,
|
|
"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": 0.023918,
|
|
"median": 0.020759,
|
|
"std": 0.013267,
|
|
"sem": 0.000697,
|
|
"min": 0.002183,
|
|
"max": 0.065309,
|
|
"recall-0.025": 0.595041,
|
|
"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": 0.029342,
|
|
"median": 0.023488,
|
|
"std": 0.022035,
|
|
"sem": 0.001158,
|
|
"min": 0.001711,
|
|
"max": 0.174059,
|
|
"recall-0.025": 0.528926,
|
|
"recall-0.05": 0.881543,
|
|
"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": 0.02875,
|
|
"median": 0.021545,
|
|
"std": 0.024745,
|
|
"sem": 0.001301,
|
|
"min": 0.000888,
|
|
"max": 0.21264,
|
|
"recall-0.025": 0.581267,
|
|
"recall-0.05": 0.870523,
|
|
"recall-0.1": 0.969697,
|
|
"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": 0.59886,
|
|
"recall-0.05": 0.91524,
|
|
"recall-0.1": 0.98898,
|
|
"recall-0.15": 0.99767,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5082,
|
|
"correct_parts": 5081,
|
|
"pcp": 0.999803
|
|
}
|
|
```
|
|
|
|
##### fencing
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.3155306088618743,
|
|
"avg_time_2d": 0.04939531515806149,
|
|
"avg_time_3d": 0.001269202965956468,
|
|
"avg_fps": 19.737679090368005
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 166,
|
|
"total_labels": 332,
|
|
"total_preds": 663,
|
|
"considered_empty": 0,
|
|
"valid_preds": 332,
|
|
"invalid_preds": 331,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.49925,
|
|
"precision": 0.50075,
|
|
"recall": 1.0,
|
|
"f1": 0.66734,
|
|
"non_empty": 663
|
|
},
|
|
"mpjpe": {
|
|
"count": 332,
|
|
"mean": 0.024288,
|
|
"median": 0.021073,
|
|
"std": 0.008508,
|
|
"sem": 0.000468,
|
|
"min": 0.011237,
|
|
"max": 0.054953,
|
|
"recall-0.025": 0.644578,
|
|
"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,
|
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"num_labels": 332,
|
|
"ap-0.025": 0.360242,
|
|
"ap-0.05": 0.643176,
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|
"ap-0.1": 0.673112,
|
|
"ap-0.15": 0.673112,
|
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"ap-0.25": 0.673112,
|
|
"ap-0.5": 0.673112
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|
},
|
|
"head": {
|
|
"count": 332,
|
|
"mean": 0.040173,
|
|
"median": 0.040328,
|
|
"std": 0.019975,
|
|
"sem": 0.001098,
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|
"min": 0.003561,
|
|
"max": 0.105944,
|
|
"recall-0.025": 0.277108,
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|
"recall-0.05": 0.683735,
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"recall-0.1": 0.996988,
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"recall-0.15": 1.0,
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|
"recall-0.25": 1.0,
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|
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|
|
"num_labels": 332
|
|
},
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|
"shoulder_left": {
|
|
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|
|
"mean": 0.02351,
|
|
"median": 0.020707,
|
|
"std": 0.013028,
|
|
"sem": 0.000716,
|
|
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|
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"recall-0.025": 0.692771,
|
|
"recall-0.05": 0.948795,
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"recall-0.1": 1.0,
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|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"shoulder_right": {
|
|
"count": 332,
|
|
"mean": 0.028153,
|
|
"median": 0.020467,
|
|
"std": 0.021551,
|
|
"sem": 0.001185,
|
|
"min": 0.003312,
|
|
"max": 0.136505,
|
|
"recall-0.025": 0.641566,
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"recall-0.05": 0.864458,
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|
"recall-0.1": 0.993976,
|
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"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"elbow_left": {
|
|
"count": 332,
|
|
"mean": 0.019389,
|
|
"median": 0.01612,
|
|
"std": 0.010839,
|
|
"sem": 0.000596,
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|
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|
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"recall-0.025": 0.743976,
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|
"recall-0.05": 0.981928,
|
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"recall-0.1": 1.0,
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"recall-0.25": 1.0,
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|
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"num_labels": 332
|
|
},
|
|
"elbow_right": {
|
|
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|
|
"mean": 0.023058,
|
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"median": 0.018475,
|
|
"std": 0.016123,
|
|
"sem": 0.000886,
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|
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"recall-0.05": 0.927711,
|
|
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"recall-0.25": 1.0,
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"num_labels": 332
|
|
},
|
|
"wrist_left": {
|
|
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|
|
"mean": 0.019662,
|
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"std": 0.018692,
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|
|
"num_labels": 332
|
|
},
|
|
"wrist_right": {
|
|
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|
|
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|
|
"median": 0.020307,
|
|
"std": 0.02218,
|
|
"sem": 0.001219,
|
|
"min": 0.003224,
|
|
"max": 0.178388,
|
|
"recall-0.025": 0.641566,
|
|
"recall-0.05": 0.888554,
|
|
"recall-0.1": 0.981928,
|
|
"recall-0.15": 0.993976,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"hip_left": {
|
|
"count": 332,
|
|
"mean": 0.028906,
|
|
"median": 0.024366,
|
|
"std": 0.016605,
|
|
"sem": 0.000913,
|
|
"min": 0.003937,
|
|
"max": 0.119293,
|
|
"recall-0.025": 0.527108,
|
|
"recall-0.05": 0.912651,
|
|
"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": {
|
|
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|
|
"mean": 0.029657,
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|
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|
|
"std": 0.015822,
|
|
"sem": 0.00087,
|
|
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|
|
"max": 0.105738,
|
|
"recall-0.025": 0.451807,
|
|
"recall-0.05": 0.915663,
|
|
"recall-0.1": 0.990964,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
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|
|
"num_labels": 332
|
|
},
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|
"knee_left": {
|
|
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|
|
"mean": 0.020668,
|
|
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|
|
"std": 0.015292,
|
|
"sem": 0.000841,
|
|
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|
|
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|
|
"recall-0.025": 0.771084,
|
|
"recall-0.05": 0.927711,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
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|
|
"num_labels": 332
|
|
},
|
|
"knee_right": {
|
|
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|
|
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|
|
"median": 0.013336,
|
|
"std": 0.015752,
|
|
"sem": 0.000866,
|
|
"min": 0.00138,
|
|
"max": 0.104555,
|
|
"recall-0.025": 0.740964,
|
|
"recall-0.05": 0.945783,
|
|
"recall-0.1": 0.993976,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"ankle_left": {
|
|
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|
|
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|
"median": 0.011383,
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|
"std": 0.00973,
|
|
"sem": 0.000535,
|
|
"min": 0.000844,
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|
"max": 0.060583,
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|
"recall-0.025": 0.891566,
|
|
"recall-0.05": 0.990964,
|
|
"recall-0.1": 1.0,
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|
"recall-0.15": 1.0,
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|
"num_labels": 332
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|
},
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|
"ankle_right": {
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|
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|
|
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|
|
"std": 0.013416,
|
|
"sem": 0.000737,
|
|
"min": 0.003082,
|
|
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|
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|
"recall-0.05": 0.954819,
|
|
"recall-0.1": 0.993976,
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"recall-0.15": 1.0,
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|
|
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|
"num_labels": 332
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|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4316,
|
|
"recall-0.025": 0.66172,
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|
"recall-0.05": 0.91219,
|
|
"recall-0.1": 0.9949,
|
|
"recall-0.15": 0.99954,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4648,
|
|
"correct_parts": 4648,
|
|
"pcp": 1.0
|
|
}
|
|
```
|
|
|
|
##### basketball
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.32563793182373046,
|
|
"avg_time_2d": 0.04618632316589356,
|
|
"avg_time_3d": 0.001581103801727295,
|
|
"avg_fps": 20.934767968093613
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 110,
|
|
"total_labels": 330,
|
|
"total_preds": 485,
|
|
"considered_empty": 0,
|
|
"valid_preds": 330,
|
|
"invalid_preds": 155,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.31959,
|
|
"precision": 0.68041,
|
|
"recall": 1.0,
|
|
"f1": 0.80982,
|
|
"non_empty": 485
|
|
},
|
|
"mpjpe": {
|
|
"count": 330,
|
|
"mean": 0.042084,
|
|
"median": 0.038648,
|
|
"std": 0.015229,
|
|
"sem": 0.00084,
|
|
"min": 0.018403,
|
|
"max": 0.104468,
|
|
"recall-0.025": 0.072727,
|
|
"recall-0.05": 0.712121,
|
|
"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": 0.008937,
|
|
"ap-0.05": 0.431966,
|
|
"ap-0.1": 0.711422,
|
|
"ap-0.15": 0.71587,
|
|
"ap-0.25": 0.71587,
|
|
"ap-0.5": 0.71587
|
|
},
|
|
"head": {
|
|
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|
|
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|
|
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|
|
"std": 0.027472,
|
|
"sem": 0.001515,
|
|
"min": 0.004423,
|
|
"max": 0.146109,
|
|
"recall-0.025": 0.2,
|
|
"recall-0.05": 0.6,
|
|
"recall-0.1": 0.939394,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"shoulder_left": {
|
|
"count": 330,
|
|
"mean": 0.04732,
|
|
"median": 0.043445,
|
|
"std": 0.024772,
|
|
"sem": 0.001366,
|
|
"min": 0.006539,
|
|
"max": 0.151431,
|
|
"recall-0.025": 0.148485,
|
|
"recall-0.05": 0.627273,
|
|
"recall-0.1": 0.966667,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"shoulder_right": {
|
|
"count": 330,
|
|
"mean": 0.042601,
|
|
"median": 0.037662,
|
|
"std": 0.023642,
|
|
"sem": 0.001303,
|
|
"min": 0.004466,
|
|
"max": 0.130442,
|
|
"recall-0.025": 0.218182,
|
|
"recall-0.05": 0.742424,
|
|
"recall-0.1": 0.957576,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"elbow_left": {
|
|
"count": 330,
|
|
"mean": 0.046934,
|
|
"median": 0.040257,
|
|
"std": 0.027814,
|
|
"sem": 0.001533,
|
|
"min": 0.004532,
|
|
"max": 0.173743,
|
|
"recall-0.025": 0.239394,
|
|
"recall-0.05": 0.630303,
|
|
"recall-0.1": 0.942424,
|
|
"recall-0.15": 0.993939,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"elbow_right": {
|
|
"count": 330,
|
|
"mean": 0.04471,
|
|
"median": 0.037929,
|
|
"std": 0.027937,
|
|
"sem": 0.00154,
|
|
"min": 0.002027,
|
|
"max": 0.215256,
|
|
"recall-0.025": 0.251515,
|
|
"recall-0.05": 0.660606,
|
|
"recall-0.1": 0.951515,
|
|
"recall-0.15": 0.990909,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"wrist_left": {
|
|
"count": 330,
|
|
"mean": 0.049567,
|
|
"median": 0.041124,
|
|
"std": 0.039975,
|
|
"sem": 0.002204,
|
|
"min": 0.001161,
|
|
"max": 0.432777,
|
|
"recall-0.025": 0.254545,
|
|
"recall-0.05": 0.606061,
|
|
"recall-0.1": 0.936364,
|
|
"recall-0.15": 0.984848,
|
|
"recall-0.25": 0.990909,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"wrist_right": {
|
|
"count": 330,
|
|
"mean": 0.050431,
|
|
"median": 0.043957,
|
|
"std": 0.032647,
|
|
"sem": 0.0018,
|
|
"min": 0.005004,
|
|
"max": 0.255669,
|
|
"recall-0.025": 0.181818,
|
|
"recall-0.05": 0.59697,
|
|
"recall-0.1": 0.927273,
|
|
"recall-0.15": 0.984848,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"hip_left": {
|
|
"count": 330,
|
|
"mean": 0.043482,
|
|
"median": 0.039062,
|
|
"std": 0.023344,
|
|
"sem": 0.001287,
|
|
"min": 0.005276,
|
|
"max": 0.161056,
|
|
"recall-0.025": 0.2,
|
|
"recall-0.05": 0.687879,
|
|
"recall-0.1": 0.972727,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"hip_right": {
|
|
"count": 330,
|
|
"mean": 0.041775,
|
|
"median": 0.038303,
|
|
"std": 0.022906,
|
|
"sem": 0.001263,
|
|
"min": 0.003252,
|
|
"max": 0.138516,
|
|
"recall-0.025": 0.263636,
|
|
"recall-0.05": 0.657576,
|
|
"recall-0.1": 0.987879,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"knee_left": {
|
|
"count": 330,
|
|
"mean": 0.034029,
|
|
"median": 0.030365,
|
|
"std": 0.01994,
|
|
"sem": 0.001099,
|
|
"min": 0.003464,
|
|
"max": 0.111822,
|
|
"recall-0.025": 0.4,
|
|
"recall-0.05": 0.8,
|
|
"recall-0.1": 0.990909,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"knee_right": {
|
|
"count": 330,
|
|
"mean": 0.034106,
|
|
"median": 0.028375,
|
|
"std": 0.020734,
|
|
"sem": 0.001143,
|
|
"min": 0.0005,
|
|
"max": 0.114381,
|
|
"recall-0.025": 0.412121,
|
|
"recall-0.05": 0.815152,
|
|
"recall-0.1": 0.987879,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"ankle_left": {
|
|
"count": 330,
|
|
"mean": 0.032258,
|
|
"median": 0.02488,
|
|
"std": 0.024517,
|
|
"sem": 0.001352,
|
|
"min": 0.004647,
|
|
"max": 0.177678,
|
|
"recall-0.025": 0.509091,
|
|
"recall-0.05": 0.833333,
|
|
"recall-0.1": 0.975758,
|
|
"recall-0.15": 0.990909,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"ankle_right": {
|
|
"count": 330,
|
|
"mean": 0.031109,
|
|
"median": 0.026753,
|
|
"std": 0.01945,
|
|
"sem": 0.001072,
|
|
"min": 0.001937,
|
|
"max": 0.130621,
|
|
"recall-0.025": 0.454545,
|
|
"recall-0.05": 0.854545,
|
|
"recall-0.1": 0.984848,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4290,
|
|
"recall-0.025": 0.28578,
|
|
"recall-0.05": 0.69977,
|
|
"recall-0.1": 0.962,
|
|
"recall-0.15": 0.99417,
|
|
"recall-0.25": 0.99883,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4620,
|
|
"correct_parts": 4601,
|
|
"pcp": 0.995887
|
|
}
|
|
```
|
|
|
|
##### volleyball
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.48654386589119025,
|
|
"avg_time_2d": 0.07935880325935982,
|
|
"avg_time_3d": 0.0037131373946731154,
|
|
"avg_fps": 12.037758984885981
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 121,
|
|
"total_labels": 484,
|
|
"total_preds": 530,
|
|
"considered_empty": 0,
|
|
"valid_preds": 483,
|
|
"invalid_preds": 47,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.08868,
|
|
"precision": 0.91132,
|
|
"recall": 0.99793,
|
|
"f1": 0.95266,
|
|
"non_empty": 530
|
|
},
|
|
"mpjpe": {
|
|
"count": 483,
|
|
"mean": 0.031818,
|
|
"median": 0.029447,
|
|
"std": 0.011896,
|
|
"sem": 0.000542,
|
|
"min": 0.013382,
|
|
"max": 0.119972,
|
|
"recall-0.025": 0.322314,
|
|
"recall-0.05": 0.919421,
|
|
"recall-0.1": 0.995868,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484,
|
|
"ap-0.025": 0.10999,
|
|
"ap-0.05": 0.837043,
|
|
"ap-0.1": 0.968553,
|
|
"ap-0.15": 0.972124,
|
|
"ap-0.25": 0.972124,
|
|
"ap-0.5": 0.972124
|
|
},
|
|
"head": {
|
|
"count": 483,
|
|
"mean": 0.03173,
|
|
"median": 0.027192,
|
|
"std": 0.020372,
|
|
"sem": 0.000928,
|
|
"min": 0.004537,
|
|
"max": 0.206998,
|
|
"recall-0.025": 0.448347,
|
|
"recall-0.05": 0.826446,
|
|
"recall-0.1": 0.995868,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"shoulder_left": {
|
|
"count": 483,
|
|
"mean": 0.031043,
|
|
"median": 0.02792,
|
|
"std": 0.017327,
|
|
"sem": 0.000789,
|
|
"min": 0.004698,
|
|
"max": 0.10187,
|
|
"recall-0.025": 0.43595,
|
|
"recall-0.05": 0.869835,
|
|
"recall-0.1": 0.995868,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"shoulder_right": {
|
|
"count": 483,
|
|
"mean": 0.031959,
|
|
"median": 0.026932,
|
|
"std": 0.021641,
|
|
"sem": 0.000986,
|
|
"min": 0.00173,
|
|
"max": 0.169613,
|
|
"recall-0.025": 0.466942,
|
|
"recall-0.05": 0.822314,
|
|
"recall-0.1": 0.989669,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"elbow_left": {
|
|
"count": 483,
|
|
"mean": 0.03352,
|
|
"median": 0.028175,
|
|
"std": 0.021696,
|
|
"sem": 0.000988,
|
|
"min": 0.00267,
|
|
"max": 0.237151,
|
|
"recall-0.025": 0.390496,
|
|
"recall-0.05": 0.838843,
|
|
"recall-0.1": 0.985537,
|
|
"recall-0.15": 0.993802,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"elbow_right": {
|
|
"count": 483,
|
|
"mean": 0.035427,
|
|
"median": 0.028172,
|
|
"std": 0.028765,
|
|
"sem": 0.00131,
|
|
"min": 0.004364,
|
|
"max": 0.39176,
|
|
"recall-0.025": 0.419421,
|
|
"recall-0.05": 0.818182,
|
|
"recall-0.1": 0.964876,
|
|
"recall-0.15": 0.993802,
|
|
"recall-0.25": 0.995868,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"wrist_left": {
|
|
"count": 483,
|
|
"mean": 0.039931,
|
|
"median": 0.03297,
|
|
"std": 0.029386,
|
|
"sem": 0.001339,
|
|
"min": 0.004046,
|
|
"max": 0.24029,
|
|
"recall-0.025": 0.326446,
|
|
"recall-0.05": 0.758264,
|
|
"recall-0.1": 0.956612,
|
|
"recall-0.15": 0.983471,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"wrist_right": {
|
|
"count": 482,
|
|
"mean": 0.039199,
|
|
"median": 0.030247,
|
|
"std": 0.030422,
|
|
"sem": 0.001387,
|
|
"min": 0.005115,
|
|
"max": 0.287231,
|
|
"recall-0.025": 0.355372,
|
|
"recall-0.05": 0.772727,
|
|
"recall-0.1": 0.956612,
|
|
"recall-0.15": 0.987603,
|
|
"recall-0.25": 0.993802,
|
|
"recall-0.5": 0.995868,
|
|
"num_labels": 484
|
|
},
|
|
"hip_left": {
|
|
"count": 483,
|
|
"mean": 0.03733,
|
|
"median": 0.033414,
|
|
"std": 0.019106,
|
|
"sem": 0.00087,
|
|
"min": 0.003062,
|
|
"max": 0.130989,
|
|
"recall-0.025": 0.278926,
|
|
"recall-0.05": 0.807851,
|
|
"recall-0.1": 0.983471,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"hip_right": {
|
|
"count": 483,
|
|
"mean": 0.038573,
|
|
"median": 0.032167,
|
|
"std": 0.024761,
|
|
"sem": 0.001128,
|
|
"min": 0.004596,
|
|
"max": 0.143812,
|
|
"recall-0.025": 0.328512,
|
|
"recall-0.05": 0.758264,
|
|
"recall-0.1": 0.958678,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"knee_left": {
|
|
"count": 483,
|
|
"mean": 0.022775,
|
|
"median": 0.018507,
|
|
"std": 0.016274,
|
|
"sem": 0.000741,
|
|
"min": 0.001114,
|
|
"max": 0.172537,
|
|
"recall-0.025": 0.679752,
|
|
"recall-0.05": 0.948347,
|
|
"recall-0.1": 0.993802,
|
|
"recall-0.15": 0.993802,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"knee_right": {
|
|
"count": 483,
|
|
"mean": 0.025145,
|
|
"median": 0.021325,
|
|
"std": 0.017533,
|
|
"sem": 0.000799,
|
|
"min": 0.002353,
|
|
"max": 0.193683,
|
|
"recall-0.025": 0.617769,
|
|
"recall-0.05": 0.909091,
|
|
"recall-0.1": 0.995868,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"ankle_left": {
|
|
"count": 483,
|
|
"mean": 0.022818,
|
|
"median": 0.018501,
|
|
"std": 0.016028,
|
|
"sem": 0.00073,
|
|
"min": 0.001942,
|
|
"max": 0.181252,
|
|
"recall-0.025": 0.665289,
|
|
"recall-0.05": 0.942149,
|
|
"recall-0.1": 0.993802,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"ankle_right": {
|
|
"count": 483,
|
|
"mean": 0.023208,
|
|
"median": 0.019677,
|
|
"std": 0.014591,
|
|
"sem": 0.000665,
|
|
"min": 0.002229,
|
|
"max": 0.095445,
|
|
"recall-0.025": 0.669421,
|
|
"recall-0.05": 0.931818,
|
|
"recall-0.1": 0.997934,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 6292,
|
|
"recall-0.025": 0.46647,
|
|
"recall-0.05": 0.8452,
|
|
"recall-0.1": 0.98156,
|
|
"recall-0.15": 0.99412,
|
|
"recall-0.25": 0.99746,
|
|
"recall-0.5": 0.99777
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6776,
|
|
"correct_parts": 6751,
|
|
"pcp": 0.996311
|
|
}
|
|
```
|
|
|
|
##### badminton
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.5080458442599787,
|
|
"avg_time_2d": 0.0721634302525162,
|
|
"avg_time_3d": 0.002479799910087806,
|
|
"avg_fps": 13.397062236207946
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 183,
|
|
"total_labels": 732,
|
|
"total_preds": 790,
|
|
"considered_empty": 0,
|
|
"valid_preds": 732,
|
|
"invalid_preds": 58,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.07342,
|
|
"precision": 0.92658,
|
|
"recall": 1.0,
|
|
"f1": 0.96189,
|
|
"non_empty": 790
|
|
},
|
|
"mpjpe": {
|
|
"count": 732,
|
|
"mean": 0.027482,
|
|
"median": 0.025794,
|
|
"std": 0.008978,
|
|
"sem": 0.000332,
|
|
"min": 0.009846,
|
|
"max": 0.093983,
|
|
"recall-0.025": 0.464481,
|
|
"recall-0.05": 0.972678,
|
|
"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": 0.239937,
|
|
"ap-0.05": 0.950439,
|
|
"ap-0.1": 0.999871,
|
|
"ap-0.15": 0.999871,
|
|
"ap-0.25": 0.999871,
|
|
"ap-0.5": 0.999871
|
|
},
|
|
"head": {
|
|
"count": 732,
|
|
"mean": 0.031151,
|
|
"median": 0.025369,
|
|
"std": 0.022388,
|
|
"sem": 0.000828,
|
|
"min": 0.00169,
|
|
"max": 0.243514,
|
|
"recall-0.025": 0.494536,
|
|
"recall-0.05": 0.856557,
|
|
"recall-0.1": 0.987705,
|
|
"recall-0.15": 0.995902,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"shoulder_left": {
|
|
"count": 732,
|
|
"mean": 0.03507,
|
|
"median": 0.030037,
|
|
"std": 0.022946,
|
|
"sem": 0.000849,
|
|
"min": 0.003794,
|
|
"max": 0.179254,
|
|
"recall-0.025": 0.377049,
|
|
"recall-0.05": 0.831967,
|
|
"recall-0.1": 0.972678,
|
|
"recall-0.15": 0.997268,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"shoulder_right": {
|
|
"count": 732,
|
|
"mean": 0.029908,
|
|
"median": 0.025489,
|
|
"std": 0.018222,
|
|
"sem": 0.000674,
|
|
"min": 0.002216,
|
|
"max": 0.134316,
|
|
"recall-0.025": 0.486339,
|
|
"recall-0.05": 0.879781,
|
|
"recall-0.1": 0.993169,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"elbow_left": {
|
|
"count": 732,
|
|
"mean": 0.027185,
|
|
"median": 0.022875,
|
|
"std": 0.017851,
|
|
"sem": 0.00066,
|
|
"min": 0.002339,
|
|
"max": 0.15206,
|
|
"recall-0.025": 0.580601,
|
|
"recall-0.05": 0.903005,
|
|
"recall-0.1": 0.990437,
|
|
"recall-0.15": 0.998634,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"elbow_right": {
|
|
"count": 732,
|
|
"mean": 0.027453,
|
|
"median": 0.022125,
|
|
"std": 0.01889,
|
|
"sem": 0.000699,
|
|
"min": 0.001685,
|
|
"max": 0.148754,
|
|
"recall-0.025": 0.576503,
|
|
"recall-0.05": 0.881148,
|
|
"recall-0.1": 0.994536,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"wrist_left": {
|
|
"count": 732,
|
|
"mean": 0.030291,
|
|
"median": 0.02476,
|
|
"std": 0.023108,
|
|
"sem": 0.000855,
|
|
"min": 0.003002,
|
|
"max": 0.242479,
|
|
"recall-0.025": 0.508197,
|
|
"recall-0.05": 0.881148,
|
|
"recall-0.1": 0.980874,
|
|
"recall-0.15": 0.997268,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"wrist_right": {
|
|
"count": 732,
|
|
"mean": 0.032177,
|
|
"median": 0.025579,
|
|
"std": 0.022784,
|
|
"sem": 0.000843,
|
|
"min": 0.003181,
|
|
"max": 0.201203,
|
|
"recall-0.025": 0.48224,
|
|
"recall-0.05": 0.848361,
|
|
"recall-0.1": 0.986339,
|
|
"recall-0.15": 0.995902,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"hip_left": {
|
|
"count": 732,
|
|
"mean": 0.029042,
|
|
"median": 0.027561,
|
|
"std": 0.014743,
|
|
"sem": 0.000545,
|
|
"min": 0.002095,
|
|
"max": 0.142802,
|
|
"recall-0.025": 0.431694,
|
|
"recall-0.05": 0.916667,
|
|
"recall-0.1": 0.998634,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"hip_right": {
|
|
"count": 732,
|
|
"mean": 0.02831,
|
|
"median": 0.026033,
|
|
"std": 0.013968,
|
|
"sem": 0.000517,
|
|
"min": 0.003467,
|
|
"max": 0.09437,
|
|
"recall-0.025": 0.464481,
|
|
"recall-0.05": 0.931694,
|
|
"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": 0.019585,
|
|
"median": 0.018314,
|
|
"std": 0.009514,
|
|
"sem": 0.000352,
|
|
"min": 0.002117,
|
|
"max": 0.07224,
|
|
"recall-0.025": 0.795082,
|
|
"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
|
|
},
|
|
"knee_right": {
|
|
"count": 732,
|
|
"mean": 0.022957,
|
|
"median": 0.020533,
|
|
"std": 0.012582,
|
|
"sem": 0.000465,
|
|
"min": 0.00129,
|
|
"max": 0.092388,
|
|
"recall-0.025": 0.65847,
|
|
"recall-0.05": 0.956284,
|
|
"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": 0.021423,
|
|
"median": 0.0198,
|
|
"std": 0.011635,
|
|
"sem": 0.00043,
|
|
"min": 0.000537,
|
|
"max": 0.091134,
|
|
"recall-0.025": 0.68306,
|
|
"recall-0.05": 0.976776,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"ankle_right": {
|
|
"count": 732,
|
|
"mean": 0.022716,
|
|
"median": 0.020516,
|
|
"std": 0.011964,
|
|
"sem": 0.000442,
|
|
"min": 0.00268,
|
|
"max": 0.086346,
|
|
"recall-0.025": 0.644809,
|
|
"recall-0.05": 0.968579,
|
|
"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": 0.55212,
|
|
"recall-0.05": 0.90858,
|
|
"recall-0.1": 0.99233,
|
|
"recall-0.15": 0.99884,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10248,
|
|
"correct_parts": 10237,
|
|
"pcp": 0.998927
|
|
}
|
|
```
|
|
|
|
##### tennis
|
|
|
|
```json
|
|
{
|
|
"img_loading": 0.7245951409925494,
|
|
"avg_time_2d": 0.09512041047302602,
|
|
"avg_time_3d": 0.002043061786227756,
|
|
"avg_fps": 10.2919335502109
|
|
}
|
|
{
|
|
"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": 0.023644,
|
|
"median": 0.022255,
|
|
"std": 0.009435,
|
|
"sem": 0.000497,
|
|
"min": 0.012188,
|
|
"max": 0.126226,
|
|
"recall-0.025": 0.690608,
|
|
"recall-0.05": 0.983425,
|
|
"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": 0.572774,
|
|
"ap-0.05": 0.983156,
|
|
"ap-0.1": 0.997169,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 362,
|
|
"mean": 0.036626,
|
|
"median": 0.036248,
|
|
"std": 0.015805,
|
|
"sem": 0.000832,
|
|
"min": 0.002253,
|
|
"max": 0.120652,
|
|
"recall-0.025": 0.21547,
|
|
"recall-0.05": 0.856354,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"shoulder_left": {
|
|
"count": 362,
|
|
"mean": 0.023775,
|
|
"median": 0.020648,
|
|
"std": 0.01403,
|
|
"sem": 0.000738,
|
|
"min": 0.002847,
|
|
"max": 0.088362,
|
|
"recall-0.025": 0.627072,
|
|
"recall-0.05": 0.947514,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"shoulder_right": {
|
|
"count": 362,
|
|
"mean": 0.02824,
|
|
"median": 0.02531,
|
|
"std": 0.015051,
|
|
"sem": 0.000792,
|
|
"min": 0.002271,
|
|
"max": 0.100955,
|
|
"recall-0.025": 0.486188,
|
|
"recall-0.05": 0.91989,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"elbow_left": {
|
|
"count": 362,
|
|
"mean": 0.020885,
|
|
"median": 0.016729,
|
|
"std": 0.013454,
|
|
"sem": 0.000708,
|
|
"min": 0.002948,
|
|
"max": 0.100452,
|
|
"recall-0.025": 0.729282,
|
|
"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
|
|
},
|
|
"elbow_right": {
|
|
"count": 362,
|
|
"mean": 0.024025,
|
|
"median": 0.021397,
|
|
"std": 0.01553,
|
|
"sem": 0.000817,
|
|
"min": 0.0009,
|
|
"max": 0.149873,
|
|
"recall-0.025": 0.610497,
|
|
"recall-0.05": 0.955801,
|
|
"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": 0.02249,
|
|
"median": 0.018789,
|
|
"std": 0.014691,
|
|
"sem": 0.000773,
|
|
"min": 0.001059,
|
|
"max": 0.095284,
|
|
"recall-0.025": 0.665746,
|
|
"recall-0.05": 0.944751,
|
|
"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": 0.028614,
|
|
"median": 0.023014,
|
|
"std": 0.027617,
|
|
"sem": 0.001454,
|
|
"min": 0.000565,
|
|
"max": 0.309303,
|
|
"recall-0.025": 0.538674,
|
|
"recall-0.05": 0.89779,
|
|
"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": 0.0255,
|
|
"median": 0.022948,
|
|
"std": 0.014585,
|
|
"sem": 0.000768,
|
|
"min": 0.002524,
|
|
"max": 0.140758,
|
|
"recall-0.025": 0.552486,
|
|
"recall-0.05": 0.944751,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"hip_right": {
|
|
"count": 362,
|
|
"mean": 0.026037,
|
|
"median": 0.023594,
|
|
"std": 0.017228,
|
|
"sem": 0.000907,
|
|
"min": 0.001997,
|
|
"max": 0.188306,
|
|
"recall-0.025": 0.558011,
|
|
"recall-0.05": 0.936464,
|
|
"recall-0.1": 0.991713,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"knee_left": {
|
|
"count": 362,
|
|
"mean": 0.015771,
|
|
"median": 0.014171,
|
|
"std": 0.008043,
|
|
"sem": 0.000423,
|
|
"min": 0.002213,
|
|
"max": 0.04907,
|
|
"recall-0.025": 0.864641,
|
|
"recall-0.05": 1.0,
|
|
"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": 0.016923,
|
|
"median": 0.014611,
|
|
"std": 0.016323,
|
|
"sem": 0.000859,
|
|
"min": 0.001828,
|
|
"max": 0.259361,
|
|
"recall-0.025": 0.867403,
|
|
"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": 0.019707,
|
|
"median": 0.017121,
|
|
"std": 0.011593,
|
|
"sem": 0.00061,
|
|
"min": 0.001651,
|
|
"max": 0.078642,
|
|
"recall-0.025": 0.767956,
|
|
"recall-0.05": 0.966851,
|
|
"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": 0.018776,
|
|
"median": 0.014697,
|
|
"std": 0.025258,
|
|
"sem": 0.001329,
|
|
"min": 0.001777,
|
|
"max": 0.425641,
|
|
"recall-0.025": 0.850829,
|
|
"recall-0.05": 0.961326,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 0.997238,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4706,
|
|
"recall-0.025": 0.64003,
|
|
"recall-0.05": 0.94369,
|
|
"recall-0.1": 0.99511,
|
|
"recall-0.15": 0.99873,
|
|
"recall-0.25": 0.99894,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5068,
|
|
"correct_parts": 5064,
|
|
"pcp": 0.999211
|
|
}
|
|
```
|