4381 lines
93 KiB
Markdown
4381 lines
93 KiB
Markdown
# Evaluation Results
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Results of the model in various experiments on different datasets.
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### Human36m
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(duration 00:01:20)
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```json
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{
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"avg_time_2d": 0.07223461442074533,
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"avg_time_3d": 0.0030539585372148935,
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"avg_fps": 13.28222810861858
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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": 601,
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"considered_empty": 1,
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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": 0.066878,
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"median": 0.059221,
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"std": 0.027766,
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"sem": 0.001134,
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"min": 0.043707,
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"max": 0.189867,
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"recall-0.025": 0.0,
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"recall-0.05": 0.035,
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"recall-0.1": 0.933333,
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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": 0.00225,
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"ap-0.1": 0.895105,
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"ap-0.15": 0.917278,
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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": 0.117723,
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"median": 0.101523,
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"std": 0.04276,
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"sem": 0.001747,
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"min": 0.046466,
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"max": 0.271134,
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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": 0.485,
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"recall-0.15": 0.803333,
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"recall-0.25": 0.995,
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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": 0.033334,
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"median": 0.02547,
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"std": 0.032213,
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"sem": 0.001316,
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"min": 0.003037,
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"max": 0.181945,
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"recall-0.025": 0.49,
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"recall-0.05": 0.875,
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"recall-0.1": 0.946667,
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"recall-0.15": 0.965,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"shoulder_right": {
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"count": 600,
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"mean": 0.048002,
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"median": 0.033262,
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"std": 0.04254,
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"sem": 0.001738,
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"min": 0.003882,
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"max": 0.247363,
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"recall-0.025": 0.238333,
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"recall-0.05": 0.766667,
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"recall-0.1": 0.903333,
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"recall-0.15": 0.936667,
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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": 0.042568,
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"median": 0.034439,
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"std": 0.034643,
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"sem": 0.001415,
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"min": 0.002682,
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"max": 0.193558,
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"recall-0.025": 0.273333,
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"recall-0.05": 0.818333,
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"recall-0.1": 0.943333,
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"recall-0.15": 0.956667,
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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": 0.04321,
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"median": 0.03319,
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"std": 0.035166,
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"sem": 0.001437,
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"min": 0.00667,
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"max": 0.285024,
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"recall-0.025": 0.251667,
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"recall-0.05": 0.811667,
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"recall-0.1": 0.935,
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"recall-0.15": 0.946667,
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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": 0.040636,
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"median": 0.024203,
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"std": 0.042374,
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"sem": 0.001731,
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"min": 0.001517,
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"max": 0.18543,
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"recall-0.025": 0.516667,
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"recall-0.05": 0.746667,
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"recall-0.1": 0.908333,
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"recall-0.15": 0.945,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"wrist_right": {
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"count": 600,
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"mean": 0.042567,
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"median": 0.025715,
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"std": 0.046868,
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"sem": 0.001915,
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"min": 0.001698,
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"max": 0.425617,
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"recall-0.025": 0.48,
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"recall-0.05": 0.773333,
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"recall-0.1": 0.896667,
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"recall-0.15": 0.921667,
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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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"hip_left": {
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"count": 600,
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"mean": 0.08963,
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"median": 0.086723,
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"std": 0.03297,
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"sem": 0.001347,
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"min": 0.01535,
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"max": 0.236764,
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"recall-0.025": 0.006667,
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"recall-0.05": 0.043333,
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"recall-0.1": 0.83,
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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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"hip_right": {
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"count": 600,
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"mean": 0.114502,
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"median": 0.114981,
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"std": 0.026108,
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"sem": 0.001067,
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"min": 0.046173,
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"max": 0.234935,
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"recall-0.025": 0.0,
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"recall-0.05": 0.001667,
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"recall-0.1": 0.248333,
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"recall-0.15": 0.948333,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"knee_left": {
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"count": 600,
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"mean": 0.060821,
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"median": 0.045004,
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"std": 0.061355,
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"sem": 0.002507,
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"min": 0.01946,
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"max": 0.425374,
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"recall-0.025": 0.045,
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"recall-0.05": 0.605,
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"recall-0.1": 0.92,
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"recall-0.15": 0.921667,
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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": 0.051083,
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"median": 0.043279,
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"std": 0.034967,
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"sem": 0.001429,
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"min": 0.017082,
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"max": 0.259899,
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"recall-0.025": 0.038333,
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"recall-0.05": 0.733333,
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"recall-0.1": 0.943333,
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"recall-0.15": 0.945,
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"recall-0.25": 0.998333,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"ankle_left": {
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"count": 598,
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"mean": 0.098277,
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"median": 0.086303,
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"std": 0.049778,
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"sem": 0.002037,
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"min": 0.053264,
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"max": 0.495347,
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"recall-0.025": 0.0,
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"recall-0.05": 0.0,
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"recall-0.1": 0.841667,
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"recall-0.15": 0.938333,
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"recall-0.25": 0.98,
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"recall-0.5": 0.996667,
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"num_labels": 600
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},
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"ankle_right": {
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"count": 600,
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"mean": 0.085551,
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"median": 0.068594,
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"std": 0.05855,
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"sem": 0.002392,
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"min": 0.032987,
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"max": 0.463238,
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"recall-0.025": 0.0,
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"recall-0.05": 0.015,
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"recall-0.1": 0.885,
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"recall-0.15": 0.906667,
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"recall-0.25": 0.978333,
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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": 0.17962,
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"recall-0.05": 0.47577,
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"recall-0.1": 0.82141,
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"recall-0.15": 0.92923,
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"recall-0.25": 0.99397,
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"recall-0.5": 0.99974
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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": 8092,
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"pcp": 0.963333
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}
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```
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### Shelf
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(duration 00:00:56)
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```json
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{
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"avg_time_2d": 0.10204474868643325,
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"avg_time_3d": 0.017180594382007506,
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"avg_fps": 8.38747848623052
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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": 909,
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"considered_empty": 3,
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"valid_preds": 477,
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"invalid_preds": 429,
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"missing": 0,
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"invalid_fraction": 0.47351,
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"precision": 0.52649,
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"recall": 1.0,
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"f1": 0.6898,
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"non_empty": 906
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},
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"mpjpe": {
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"count": 477,
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"mean": 0.04826,
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"median": 0.04301,
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"std": 0.014673,
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"sem": 0.000673,
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"min": 0.029586,
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"max": 0.115693,
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"recall-0.025": 0.0,
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"recall-0.05": 0.675052,
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"recall-0.1": 0.991614,
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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": 0.340336,
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"ap-0.1": 0.692986,
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"ap-0.15": 0.703021,
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"ap-0.25": 0.703021,
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"ap-0.5": 0.703021
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},
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"head": {
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"count": 477,
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"mean": 0.055426,
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"median": 0.049823,
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"std": 0.026032,
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"sem": 0.001193,
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"min": 0.006374,
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"max": 0.147303,
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"recall-0.025": 0.077568,
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"recall-0.05": 0.503145,
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"recall-0.1": 0.914046,
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"recall-0.15": 1.0,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
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"shoulder_left": {
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"count": 477,
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"mean": 0.044421,
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"median": 0.038938,
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"std": 0.020657,
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"sem": 0.000947,
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"min": 0.006714,
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"max": 0.138512,
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"recall-0.025": 0.146751,
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"recall-0.05": 0.70021,
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"recall-0.1": 0.983229,
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"recall-0.15": 1.0,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
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"shoulder_right": {
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"count": 477,
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"mean": 0.05039,
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"median": 0.045185,
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"std": 0.02441,
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"sem": 0.001119,
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"min": 0.00639,
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"max": 0.15065,
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"recall-0.025": 0.109015,
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"recall-0.05": 0.557652,
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"recall-0.1": 0.947589,
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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": 0.04107,
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"median": 0.034194,
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"std": 0.026964,
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"sem": 0.001236,
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"min": 0.005533,
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"max": 0.210838,
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"recall-0.025": 0.301887,
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"recall-0.05": 0.746331,
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"recall-0.1": 0.955975,
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"recall-0.15": 0.995807,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
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"elbow_right": {
|
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"count": 477,
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"mean": 0.053503,
|
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"median": 0.044068,
|
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"std": 0.041992,
|
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"sem": 0.001925,
|
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"min": 0.002858,
|
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"max": 0.244706,
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"recall-0.025": 0.259958,
|
|
"recall-0.05": 0.559748,
|
|
"recall-0.1": 0.888889,
|
|
"recall-0.15": 0.958071,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
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},
|
|
"wrist_left": {
|
|
"count": 477,
|
|
"mean": 0.060714,
|
|
"median": 0.053257,
|
|
"std": 0.043226,
|
|
"sem": 0.001981,
|
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"min": 0.003745,
|
|
"max": 0.359369,
|
|
"recall-0.025": 0.12369,
|
|
"recall-0.05": 0.415094,
|
|
"recall-0.1": 0.916143,
|
|
"recall-0.15": 0.962264,
|
|
"recall-0.25": 0.985325,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"wrist_right": {
|
|
"count": 477,
|
|
"mean": 0.057941,
|
|
"median": 0.053722,
|
|
"std": 0.029951,
|
|
"sem": 0.001373,
|
|
"min": 0.009013,
|
|
"max": 0.202256,
|
|
"recall-0.025": 0.106918,
|
|
"recall-0.05": 0.448637,
|
|
"recall-0.1": 0.897275,
|
|
"recall-0.15": 0.989518,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"hip_left": {
|
|
"count": 477,
|
|
"mean": 0.048053,
|
|
"median": 0.042849,
|
|
"std": 0.027148,
|
|
"sem": 0.001244,
|
|
"min": 0.005757,
|
|
"max": 0.193725,
|
|
"recall-0.025": 0.213836,
|
|
"recall-0.05": 0.618449,
|
|
"recall-0.1": 0.951782,
|
|
"recall-0.15": 0.997904,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"hip_right": {
|
|
"count": 477,
|
|
"mean": 0.057889,
|
|
"median": 0.056146,
|
|
"std": 0.025477,
|
|
"sem": 0.001168,
|
|
"min": 0.005189,
|
|
"max": 0.136207,
|
|
"recall-0.025": 0.109015,
|
|
"recall-0.05": 0.417191,
|
|
"recall-0.1": 0.932914,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"knee_left": {
|
|
"count": 477,
|
|
"mean": 0.039815,
|
|
"median": 0.037315,
|
|
"std": 0.024224,
|
|
"sem": 0.00111,
|
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"min": 0.005407,
|
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"max": 0.195502,
|
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"recall-0.025": 0.262055,
|
|
"recall-0.05": 0.765199,
|
|
"recall-0.1": 0.974843,
|
|
"recall-0.15": 0.989518,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"knee_right": {
|
|
"count": 477,
|
|
"mean": 0.039432,
|
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"median": 0.034665,
|
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"std": 0.02349,
|
|
"sem": 0.001077,
|
|
"min": 0.006865,
|
|
"max": 0.186559,
|
|
"recall-0.025": 0.29979,
|
|
"recall-0.05": 0.727463,
|
|
"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": 0.037263,
|
|
"median": 0.031,
|
|
"std": 0.030843,
|
|
"sem": 0.001414,
|
|
"min": 0.001693,
|
|
"max": 0.224454,
|
|
"recall-0.025": 0.433962,
|
|
"recall-0.05": 0.819706,
|
|
"recall-0.1": 0.943396,
|
|
"recall-0.15": 0.983229,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"ankle_right": {
|
|
"count": 477,
|
|
"mean": 0.041461,
|
|
"median": 0.031787,
|
|
"std": 0.038055,
|
|
"sem": 0.001744,
|
|
"min": 0.005439,
|
|
"max": 0.298397,
|
|
"recall-0.025": 0.312369,
|
|
"recall-0.05": 0.792453,
|
|
"recall-0.1": 0.922432,
|
|
"recall-0.15": 0.966457,
|
|
"recall-0.25": 0.997904,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 6201,
|
|
"recall-0.025": 0.21109,
|
|
"recall-0.05": 0.61974,
|
|
"recall-0.1": 0.93807,
|
|
"recall-0.15": 0.98694,
|
|
"recall-0.25": 0.99871,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6678,
|
|
"correct_parts": 6615,
|
|
"pcp": 0.990566
|
|
}
|
|
```
|
|
|
|
### Campus
|
|
|
|
(duration 00:00:29)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.058954199530043695,
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|
"avg_time_3d": 0.0050745370253077095,
|
|
"avg_fps": 15.617987388139737
|
|
}
|
|
{
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|
"person_nums": {
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|
"total_frames": 222,
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|
"total_labels": 376,
|
|
"total_preds": 481,
|
|
"considered_empty": 6,
|
|
"valid_preds": 376,
|
|
"invalid_preds": 99,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.20842,
|
|
"precision": 0.79158,
|
|
"recall": 1.0,
|
|
"f1": 0.88367,
|
|
"non_empty": 475
|
|
},
|
|
"mpjpe": {
|
|
"count": 376,
|
|
"mean": 0.078225,
|
|
"median": 0.075936,
|
|
"std": 0.018756,
|
|
"sem": 0.000969,
|
|
"min": 0.048684,
|
|
"max": 0.158395,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.010638,
|
|
"recall-0.1": 0.893617,
|
|
"recall-0.15": 0.989362,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 0.000329,
|
|
"ap-0.1": 0.769608,
|
|
"ap-0.15": 0.880589,
|
|
"ap-0.25": 0.88912,
|
|
"ap-0.5": 0.88912
|
|
},
|
|
"head": {
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|
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|
|
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|
|
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|
|
"std": 0.025332,
|
|
"sem": 0.001308,
|
|
"min": 0.006936,
|
|
"max": 0.161995,
|
|
"recall-0.025": 0.098404,
|
|
"recall-0.05": 0.361702,
|
|
"recall-0.1": 0.954787,
|
|
"recall-0.15": 0.994681,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"shoulder_left": {
|
|
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|
|
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|
|
"median": 0.056692,
|
|
"std": 0.028308,
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"shoulder_right": {
|
|
"count": 376,
|
|
"mean": 0.063608,
|
|
"median": 0.057984,
|
|
"std": 0.026836,
|
|
"sem": 0.001386,
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
"recall-0.15": 0.992021,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"elbow_left": {
|
|
"count": 376,
|
|
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|
|
"median": 0.069926,
|
|
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|
|
"sem": 0.00244,
|
|
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|
|
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|
|
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|
|
"recall-0.05": 0.265957,
|
|
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|
|
"recall-0.15": 0.864362,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"elbow_right": {
|
|
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|
|
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|
|
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|
|
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|
|
"sem": 0.001824,
|
|
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|
|
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|
|
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|
|
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|
|
"recall-0.1": 0.797872,
|
|
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|
|
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|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"wrist_left": {
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
"num_labels": 376
|
|
},
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|
"wrist_right": {
|
|
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|
|
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|
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|
|
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|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"hip_left": {
|
|
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|
|
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|
|
"median": 0.082897,
|
|
"std": 0.029202,
|
|
"sem": 0.001508,
|
|
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|
|
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|
|
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|
|
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|
|
"recall-0.1": 0.715426,
|
|
"recall-0.15": 0.994681,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"hip_right": {
|
|
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|
|
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|
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|
|
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|
|
"sem": 0.001314,
|
|
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|
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|
|
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|
|
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|
|
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|
|
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|
|
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"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"knee_left": {
|
|
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|
|
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|
|
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|
|
"std": 0.027994,
|
|
"sem": 0.001446,
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
"num_labels": 376
|
|
},
|
|
"knee_right": {
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|
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|
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|
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|
|
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|
|
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|
|
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|
|
"recall-0.05": 0.37234,
|
|
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|
|
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|
|
"recall-0.25": 1.0,
|
|
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|
|
"num_labels": 376
|
|
},
|
|
"ankle_left": {
|
|
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|
|
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|
|
"median": 0.059987,
|
|
"std": 0.100211,
|
|
"sem": 0.005203,
|
|
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|
|
"max": 0.493162,
|
|
"recall-0.025": 0.06383,
|
|
"recall-0.05": 0.297872,
|
|
"recall-0.1": 0.819149,
|
|
"recall-0.15": 0.882979,
|
|
"recall-0.25": 0.904255,
|
|
"recall-0.5": 0.989362,
|
|
"num_labels": 376
|
|
},
|
|
"ankle_right": {
|
|
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|
|
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|
|
"median": 0.052603,
|
|
"std": 0.09038,
|
|
"sem": 0.004692,
|
|
"min": 0.006245,
|
|
"max": 0.496601,
|
|
"recall-0.025": 0.071809,
|
|
"recall-0.05": 0.473404,
|
|
"recall-0.1": 0.845745,
|
|
"recall-0.15": 0.901596,
|
|
"recall-0.25": 0.920213,
|
|
"recall-0.5": 0.989362,
|
|
"num_labels": 376
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4888,
|
|
"recall-0.025": 0.04255,
|
|
"recall-0.05": 0.28785,
|
|
"recall-0.1": 0.79153,
|
|
"recall-0.15": 0.93535,
|
|
"recall-0.25": 0.98261,
|
|
"recall-0.5": 0.99836
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5264,
|
|
"correct_parts": 4964,
|
|
"pcp": 0.943009
|
|
}
|
|
```
|
|
|
|
### MVOR
|
|
|
|
(duration 00:02:31)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.05586366622628996,
|
|
"avg_time_3d": 0.0030540410844497805,
|
|
"avg_fps": 16.972826093280727
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 629,
|
|
"total_labels": 1061,
|
|
"total_preds": 1107,
|
|
"considered_empty": 106,
|
|
"valid_preds": 754,
|
|
"invalid_preds": 247,
|
|
"missing": 307,
|
|
"invalid_fraction": 0.24675,
|
|
"precision": 0.75325,
|
|
"recall": 0.71065,
|
|
"f1": 0.73133,
|
|
"non_empty": 1001
|
|
},
|
|
"mpjpe": {
|
|
"count": 754,
|
|
"mean": 0.112533,
|
|
"median": 0.093582,
|
|
"std": 0.064237,
|
|
"sem": 0.002341,
|
|
"min": 0.040489,
|
|
"max": 0.497874,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.004713,
|
|
"recall-0.1": 0.39868,
|
|
"recall-0.15": 0.602262,
|
|
"recall-0.25": 0.687088,
|
|
"recall-0.5": 0.71065,
|
|
"num_labels": 1061,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 9.5e-05,
|
|
"ap-0.1": 0.257803,
|
|
"ap-0.15": 0.500043,
|
|
"ap-0.25": 0.610092,
|
|
"ap-0.5": 0.638299
|
|
},
|
|
"head": {
|
|
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|
|
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|
|
"median": 0.048418,
|
|
"std": 0.051506,
|
|
"sem": 0.001878,
|
|
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|
|
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|
|
"recall-0.025": 0.091423,
|
|
"recall-0.05": 0.36852,
|
|
"recall-0.1": 0.63525,
|
|
"recall-0.15": 0.675778,
|
|
"recall-0.25": 0.69557,
|
|
"recall-0.5": 0.709708,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_left": {
|
|
"count": 752,
|
|
"mean": 0.059702,
|
|
"median": 0.042396,
|
|
"std": 0.060756,
|
|
"sem": 0.002217,
|
|
"min": 0.002877,
|
|
"max": 0.48718,
|
|
"recall-0.025": 0.161169,
|
|
"recall-0.05": 0.424128,
|
|
"recall-0.1": 0.618285,
|
|
"recall-0.15": 0.670123,
|
|
"recall-0.25": 0.689915,
|
|
"recall-0.5": 0.708765,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_right": {
|
|
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|
|
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|
|
"median": 0.038927,
|
|
"std": 0.064616,
|
|
"sem": 0.002358,
|
|
"min": 0.001883,
|
|
"max": 0.470146,
|
|
"recall-0.025": 0.154571,
|
|
"recall-0.05": 0.454288,
|
|
"recall-0.1": 0.621112,
|
|
"recall-0.15": 0.668238,
|
|
"recall-0.25": 0.685203,
|
|
"recall-0.5": 0.708765,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_left": {
|
|
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|
|
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|
|
"median": 0.07137,
|
|
"std": 0.082644,
|
|
"sem": 0.00304,
|
|
"min": 0.005709,
|
|
"max": 0.481769,
|
|
"recall-0.025": 0.071631,
|
|
"recall-0.05": 0.234684,
|
|
"recall-0.1": 0.428841,
|
|
"recall-0.15": 0.551367,
|
|
"recall-0.25": 0.655042,
|
|
"recall-0.5": 0.697455,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_right": {
|
|
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|
|
"mean": 0.081124,
|
|
"median": 0.056996,
|
|
"std": 0.075451,
|
|
"sem": 0.002768,
|
|
"min": 0.003759,
|
|
"max": 0.498068,
|
|
"recall-0.025": 0.093308,
|
|
"recall-0.05": 0.310085,
|
|
"recall-0.1": 0.525919,
|
|
"recall-0.15": 0.617342,
|
|
"recall-0.25": 0.672008,
|
|
"recall-0.5": 0.701225,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_left": {
|
|
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|
|
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|
|
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|
|
"std": 0.102378,
|
|
"sem": 0.003751,
|
|
"min": 0.004181,
|
|
"max": 0.497384,
|
|
"recall-0.025": 0.070688,
|
|
"recall-0.05": 0.190386,
|
|
"recall-0.1": 0.37606,
|
|
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|
|
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|
|
"recall-0.5": 0.70311,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_right": {
|
|
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|
|
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|
|
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|
|
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|
|
"sem": 0.003578,
|
|
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|
|
"max": 0.485199,
|
|
"recall-0.025": 0.073516,
|
|
"recall-0.05": 0.235627,
|
|
"recall-0.1": 0.430726,
|
|
"recall-0.15": 0.518379,
|
|
"recall-0.25": 0.621112,
|
|
"recall-0.5": 0.696513,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_left": {
|
|
"count": 739,
|
|
"mean": 0.186663,
|
|
"median": 0.16686,
|
|
"std": 0.08462,
|
|
"sem": 0.003115,
|
|
"min": 0.021758,
|
|
"max": 0.499358,
|
|
"recall-0.025": 0.000943,
|
|
"recall-0.05": 0.004713,
|
|
"recall-0.1": 0.069746,
|
|
"recall-0.15": 0.263902,
|
|
"recall-0.25": 0.574929,
|
|
"recall-0.5": 0.696513,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_right": {
|
|
"count": 742,
|
|
"mean": 0.180059,
|
|
"median": 0.164071,
|
|
"std": 0.079758,
|
|
"sem": 0.00293,
|
|
"min": 0.024563,
|
|
"max": 0.492847,
|
|
"recall-0.025": 0.000943,
|
|
"recall-0.05": 0.00377,
|
|
"recall-0.1": 0.074458,
|
|
"recall-0.15": 0.28558,
|
|
"recall-0.25": 0.590952,
|
|
"recall-0.5": 0.69934,
|
|
"num_labels": 1061
|
|
},
|
|
"knee_left": {},
|
|
"knee_right": {},
|
|
"ankle_left": {},
|
|
"ankle_right": {},
|
|
"joint_recalls": {
|
|
"num_labels": 9549,
|
|
"recall-0.025": 0.07938,
|
|
"recall-0.05": 0.24673,
|
|
"recall-0.1": 0.41973,
|
|
"recall-0.15": 0.5254,
|
|
"recall-0.25": 0.64321,
|
|
"recall-0.5": 0.70175
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10610,
|
|
"correct_parts": 5861,
|
|
"pcp": 0.552403
|
|
}
|
|
```
|
|
|
|
### Panoptic
|
|
|
|
(duration 00:02:28)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.10889388700810874,
|
|
"avg_time_3d": 0.02615876488569306,
|
|
"avg_fps": 7.404519540914655
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1568,
|
|
"considered_empty": 8,
|
|
"valid_preds": 1463,
|
|
"invalid_preds": 97,
|
|
"missing": 3,
|
|
"invalid_fraction": 0.06218,
|
|
"precision": 0.93782,
|
|
"recall": 0.99795,
|
|
"f1": 0.96695,
|
|
"non_empty": 1560
|
|
},
|
|
"mpjpe": {
|
|
"count": 1463,
|
|
"mean": 0.044122,
|
|
"median": 0.0376,
|
|
"std": 0.024349,
|
|
"sem": 0.000637,
|
|
"min": 0.01199,
|
|
"max": 0.383741,
|
|
"recall-0.025": 0.162347,
|
|
"recall-0.05": 0.712824,
|
|
"recall-0.1": 0.96794,
|
|
"recall-0.15": 0.995907,
|
|
"recall-0.25": 0.997271,
|
|
"recall-0.5": 0.997954,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.063858,
|
|
"ap-0.05": 0.642449,
|
|
"ap-0.1": 0.949904,
|
|
"ap-0.15": 0.982339,
|
|
"ap-0.25": 0.983697,
|
|
"ap-0.5": 0.984345
|
|
},
|
|
"nose": {
|
|
"count": 1461,
|
|
"mean": 0.018639,
|
|
"median": 0.012435,
|
|
"std": 0.032832,
|
|
"sem": 0.000859,
|
|
"min": 0.00163,
|
|
"max": 0.316534,
|
|
"recall-0.025": 0.894053,
|
|
"recall-0.05": 0.955571,
|
|
"recall-0.1": 0.985646,
|
|
"recall-0.15": 0.986329,
|
|
"recall-0.25": 0.986329,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1463,
|
|
"mean": 0.021907,
|
|
"median": 0.019325,
|
|
"std": 0.012953,
|
|
"sem": 0.000339,
|
|
"min": 0.002677,
|
|
"max": 0.124087,
|
|
"recall-0.025": 0.714188,
|
|
"recall-0.05": 0.967258,
|
|
"recall-0.1": 0.993861,
|
|
"recall-0.15": 0.997954,
|
|
"recall-0.25": 0.997954,
|
|
"recall-0.5": 0.997954,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1462,
|
|
"mean": 0.023838,
|
|
"median": 0.019815,
|
|
"std": 0.016961,
|
|
"sem": 0.000444,
|
|
"min": 0.002471,
|
|
"max": 0.146597,
|
|
"recall-0.025": 0.690102,
|
|
"recall-0.05": 0.94198,
|
|
"recall-0.1": 0.988396,
|
|
"recall-0.15": 0.997952,
|
|
"recall-0.25": 0.997952,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1462,
|
|
"mean": 0.024992,
|
|
"median": 0.017082,
|
|
"std": 0.027098,
|
|
"sem": 0.000709,
|
|
"min": 0.001846,
|
|
"max": 0.323155,
|
|
"recall-0.025": 0.720137,
|
|
"recall-0.05": 0.891468,
|
|
"recall-0.1": 0.98157,
|
|
"recall-0.15": 0.991809,
|
|
"recall-0.25": 0.994539,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1461,
|
|
"mean": 0.024015,
|
|
"median": 0.01806,
|
|
"std": 0.01946,
|
|
"sem": 0.000509,
|
|
"min": 0.001407,
|
|
"max": 0.233543,
|
|
"recall-0.025": 0.681476,
|
|
"recall-0.05": 0.917977,
|
|
"recall-0.1": 0.991798,
|
|
"recall-0.15": 0.996582,
|
|
"recall-0.25": 0.998633,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1429,
|
|
"mean": 0.035263,
|
|
"median": 0.016885,
|
|
"std": 0.051671,
|
|
"sem": 0.001367,
|
|
"min": 0.001303,
|
|
"max": 0.496738,
|
|
"recall-0.025": 0.666667,
|
|
"recall-0.05": 0.822873,
|
|
"recall-0.1": 0.912134,
|
|
"recall-0.15": 0.958856,
|
|
"recall-0.25": 0.987448,
|
|
"recall-0.5": 0.996513,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1454,
|
|
"mean": 0.026128,
|
|
"median": 0.017008,
|
|
"std": 0.026801,
|
|
"sem": 0.000703,
|
|
"min": 0.001042,
|
|
"max": 0.202973,
|
|
"recall-0.025": 0.683379,
|
|
"recall-0.05": 0.880495,
|
|
"recall-0.1": 0.963599,
|
|
"recall-0.15": 0.991071,
|
|
"recall-0.25": 0.998626,
|
|
"recall-0.5": 0.998626,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1461,
|
|
"mean": 0.058624,
|
|
"median": 0.052631,
|
|
"std": 0.029266,
|
|
"sem": 0.000766,
|
|
"min": 0.004253,
|
|
"max": 0.17979,
|
|
"recall-0.025": 0.070307,
|
|
"recall-0.05": 0.445051,
|
|
"recall-0.1": 0.895563,
|
|
"recall-0.15": 0.974061,
|
|
"recall-0.25": 0.99727,
|
|
"recall-0.5": 0.99727,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1462,
|
|
"mean": 0.060147,
|
|
"median": 0.057418,
|
|
"std": 0.02837,
|
|
"sem": 0.000742,
|
|
"min": 0.010398,
|
|
"max": 0.304524,
|
|
"recall-0.025": 0.045703,
|
|
"recall-0.05": 0.379263,
|
|
"recall-0.1": 0.912005,
|
|
"recall-0.15": 0.987722,
|
|
"recall-0.25": 0.996589,
|
|
"recall-0.5": 0.997271,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1461,
|
|
"mean": 0.05085,
|
|
"median": 0.04337,
|
|
"std": 0.038015,
|
|
"sem": 0.000995,
|
|
"min": 0.001938,
|
|
"max": 0.349881,
|
|
"recall-0.025": 0.178157,
|
|
"recall-0.05": 0.619113,
|
|
"recall-0.1": 0.936519,
|
|
"recall-0.15": 0.971331,
|
|
"recall-0.25": 0.988396,
|
|
"recall-0.5": 0.99727,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1456,
|
|
"mean": 0.050085,
|
|
"median": 0.04265,
|
|
"std": 0.035134,
|
|
"sem": 0.000921,
|
|
"min": 0.000605,
|
|
"max": 0.480558,
|
|
"recall-0.025": 0.189856,
|
|
"recall-0.05": 0.590816,
|
|
"recall-0.1": 0.921864,
|
|
"recall-0.15": 0.986292,
|
|
"recall-0.25": 0.991775,
|
|
"recall-0.5": 0.997944,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1448,
|
|
"mean": 0.08721,
|
|
"median": 0.035703,
|
|
"std": 0.109209,
|
|
"sem": 0.002871,
|
|
"min": 0.002453,
|
|
"max": 0.495773,
|
|
"recall-0.025": 0.376623,
|
|
"recall-0.05": 0.578264,
|
|
"recall-0.1": 0.712235,
|
|
"recall-0.15": 0.789474,
|
|
"recall-0.25": 0.900205,
|
|
"recall-0.5": 0.989747,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1443,
|
|
"mean": 0.079468,
|
|
"median": 0.032419,
|
|
"std": 0.107852,
|
|
"sem": 0.00284,
|
|
"min": 0.001061,
|
|
"max": 0.4981,
|
|
"recall-0.025": 0.378082,
|
|
"recall-0.05": 0.686301,
|
|
"recall-0.1": 0.771918,
|
|
"recall-0.15": 0.810274,
|
|
"recall-0.25": 0.889041,
|
|
"recall-0.5": 0.988356,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.48294,
|
|
"recall-0.05": 0.74397,
|
|
"recall-0.1": 0.92038,
|
|
"recall-0.15": 0.95656,
|
|
"recall-0.25": 0.97841,
|
|
"recall-0.5": 0.9961
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 19935,
|
|
"pcp": 0.975103
|
|
}
|
|
```
|
|
|
|
### IkeaAsm
|
|
|
|
(duration 00:01:45)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.05609021941534907,
|
|
"avg_time_3d": 0.0023614922873407816,
|
|
"avg_fps": 17.10813885291201
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 288,
|
|
"total_labels": 288,
|
|
"total_preds": 470,
|
|
"considered_empty": 73,
|
|
"valid_preds": 261,
|
|
"invalid_preds": 136,
|
|
"missing": 27,
|
|
"invalid_fraction": 0.34257,
|
|
"precision": 0.65743,
|
|
"recall": 0.90625,
|
|
"f1": 0.76204,
|
|
"non_empty": 397
|
|
},
|
|
"mpjpe": {
|
|
"count": 261,
|
|
"mean": 0.071766,
|
|
"median": 0.053854,
|
|
"std": 0.060096,
|
|
"sem": 0.003727,
|
|
"min": 0.018827,
|
|
"max": 0.425342,
|
|
"recall-0.025": 0.059028,
|
|
"recall-0.05": 0.413194,
|
|
"recall-0.1": 0.739583,
|
|
"recall-0.15": 0.854167,
|
|
"recall-0.25": 0.885417,
|
|
"recall-0.5": 0.90625,
|
|
"num_labels": 288,
|
|
"ap-0.025": 0.008798,
|
|
"ap-0.05": 0.249695,
|
|
"ap-0.1": 0.683103,
|
|
"ap-0.15": 0.823066,
|
|
"ap-0.25": 0.860587,
|
|
"ap-0.5": 0.877121
|
|
},
|
|
"head": {
|
|
"count": 244,
|
|
"mean": 0.044177,
|
|
"median": 0.032242,
|
|
"std": 0.038713,
|
|
"sem": 0.002483,
|
|
"min": 0.004163,
|
|
"max": 0.291011,
|
|
"recall-0.025": 0.285185,
|
|
"recall-0.05": 0.640741,
|
|
"recall-0.1": 0.851852,
|
|
"recall-0.15": 0.881481,
|
|
"recall-0.25": 0.896296,
|
|
"recall-0.5": 0.903704,
|
|
"num_labels": 270
|
|
},
|
|
"shoulder_left": {
|
|
"count": 246,
|
|
"mean": 0.047573,
|
|
"median": 0.035461,
|
|
"std": 0.042796,
|
|
"sem": 0.002734,
|
|
"min": 0.007455,
|
|
"max": 0.394948,
|
|
"recall-0.025": 0.208178,
|
|
"recall-0.05": 0.63197,
|
|
"recall-0.1": 0.862454,
|
|
"recall-0.15": 0.892193,
|
|
"recall-0.25": 0.903346,
|
|
"recall-0.5": 0.914498,
|
|
"num_labels": 269
|
|
},
|
|
"shoulder_right": {
|
|
"count": 236,
|
|
"mean": 0.044868,
|
|
"median": 0.032225,
|
|
"std": 0.042062,
|
|
"sem": 0.002744,
|
|
"min": 0.00672,
|
|
"max": 0.434466,
|
|
"recall-0.025": 0.251938,
|
|
"recall-0.05": 0.705426,
|
|
"recall-0.1": 0.844961,
|
|
"recall-0.15": 0.883721,
|
|
"recall-0.25": 0.906977,
|
|
"recall-0.5": 0.914729,
|
|
"num_labels": 258
|
|
},
|
|
"elbow_left": {
|
|
"count": 227,
|
|
"mean": 0.04367,
|
|
"median": 0.026117,
|
|
"std": 0.058391,
|
|
"sem": 0.003884,
|
|
"min": 0.003295,
|
|
"max": 0.484417,
|
|
"recall-0.025": 0.432,
|
|
"recall-0.05": 0.664,
|
|
"recall-0.1": 0.844,
|
|
"recall-0.15": 0.876,
|
|
"recall-0.25": 0.892,
|
|
"recall-0.5": 0.908,
|
|
"num_labels": 250
|
|
},
|
|
"elbow_right": {
|
|
"count": 191,
|
|
"mean": 0.039358,
|
|
"median": 0.022312,
|
|
"std": 0.058733,
|
|
"sem": 0.004261,
|
|
"min": 0.000869,
|
|
"max": 0.457871,
|
|
"recall-0.025": 0.514151,
|
|
"recall-0.05": 0.740566,
|
|
"recall-0.1": 0.849057,
|
|
"recall-0.15": 0.867925,
|
|
"recall-0.25": 0.877358,
|
|
"recall-0.5": 0.900943,
|
|
"num_labels": 212
|
|
},
|
|
"wrist_left": {
|
|
"count": 206,
|
|
"mean": 0.049704,
|
|
"median": 0.023587,
|
|
"std": 0.066592,
|
|
"sem": 0.004651,
|
|
"min": 0.004439,
|
|
"max": 0.45792,
|
|
"recall-0.025": 0.475556,
|
|
"recall-0.05": 0.653333,
|
|
"recall-0.1": 0.795556,
|
|
"recall-0.15": 0.862222,
|
|
"recall-0.25": 0.893333,
|
|
"recall-0.5": 0.915556,
|
|
"num_labels": 225
|
|
},
|
|
"wrist_right": {
|
|
"count": 199,
|
|
"mean": 0.039541,
|
|
"median": 0.021533,
|
|
"std": 0.05205,
|
|
"sem": 0.003699,
|
|
"min": 0.002623,
|
|
"max": 0.401368,
|
|
"recall-0.025": 0.5,
|
|
"recall-0.05": 0.698198,
|
|
"recall-0.1": 0.81982,
|
|
"recall-0.15": 0.864865,
|
|
"recall-0.25": 0.882883,
|
|
"recall-0.5": 0.896396,
|
|
"num_labels": 222
|
|
},
|
|
"hip_left": {
|
|
"count": 174,
|
|
"mean": 0.09362,
|
|
"median": 0.084263,
|
|
"std": 0.051151,
|
|
"sem": 0.003889,
|
|
"min": 0.011089,
|
|
"max": 0.403555,
|
|
"recall-0.025": 0.005291,
|
|
"recall-0.05": 0.089947,
|
|
"recall-0.1": 0.634921,
|
|
"recall-0.15": 0.851852,
|
|
"recall-0.25": 0.899471,
|
|
"recall-0.5": 0.920635,
|
|
"num_labels": 189
|
|
},
|
|
"hip_right": {
|
|
"count": 104,
|
|
"mean": 0.096044,
|
|
"median": 0.08164,
|
|
"std": 0.057091,
|
|
"sem": 0.005625,
|
|
"min": 0.030086,
|
|
"max": 0.411656,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.077586,
|
|
"recall-0.1": 0.62931,
|
|
"recall-0.15": 0.810345,
|
|
"recall-0.25": 0.87069,
|
|
"recall-0.5": 0.896552,
|
|
"num_labels": 116
|
|
},
|
|
"knee_left": {
|
|
"count": 126,
|
|
"mean": 0.089189,
|
|
"median": 0.062106,
|
|
"std": 0.089077,
|
|
"sem": 0.007967,
|
|
"min": 0.005585,
|
|
"max": 0.48134,
|
|
"recall-0.025": 0.211679,
|
|
"recall-0.05": 0.357664,
|
|
"recall-0.1": 0.664234,
|
|
"recall-0.15": 0.781022,
|
|
"recall-0.25": 0.868613,
|
|
"recall-0.5": 0.919708,
|
|
"num_labels": 137
|
|
},
|
|
"knee_right": {
|
|
"count": 121,
|
|
"mean": 0.066102,
|
|
"median": 0.043457,
|
|
"std": 0.069891,
|
|
"sem": 0.00638,
|
|
"min": 0.006969,
|
|
"max": 0.444079,
|
|
"recall-0.025": 0.233083,
|
|
"recall-0.05": 0.526316,
|
|
"recall-0.1": 0.759398,
|
|
"recall-0.15": 0.834586,
|
|
"recall-0.25": 0.879699,
|
|
"recall-0.5": 0.909774,
|
|
"num_labels": 133
|
|
},
|
|
"ankle_left": {
|
|
"count": 94,
|
|
"mean": 0.165892,
|
|
"median": 0.131366,
|
|
"std": 0.127471,
|
|
"sem": 0.013218,
|
|
"min": 0.007474,
|
|
"max": 0.49886,
|
|
"recall-0.025": 0.052174,
|
|
"recall-0.05": 0.173913,
|
|
"recall-0.1": 0.330435,
|
|
"recall-0.15": 0.443478,
|
|
"recall-0.25": 0.652174,
|
|
"recall-0.5": 0.817391,
|
|
"num_labels": 115
|
|
},
|
|
"ankle_right": {
|
|
"count": 78,
|
|
"mean": 0.143459,
|
|
"median": 0.08309,
|
|
"std": 0.141846,
|
|
"sem": 0.016165,
|
|
"min": 0.008191,
|
|
"max": 0.484519,
|
|
"recall-0.025": 0.117021,
|
|
"recall-0.05": 0.265957,
|
|
"recall-0.1": 0.478723,
|
|
"recall-0.15": 0.595745,
|
|
"recall-0.25": 0.638298,
|
|
"recall-0.5": 0.829787,
|
|
"num_labels": 94
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 2490,
|
|
"recall-0.025": 0.28394,
|
|
"recall-0.05": 0.53414,
|
|
"recall-0.1": 0.76145,
|
|
"recall-0.15": 0.83133,
|
|
"recall-0.25": 0.86827,
|
|
"recall-0.5": 0.8992
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 2243,
|
|
"correct_parts": 1950,
|
|
"pcp": 0.869371
|
|
}
|
|
```
|
|
|
|
### Tsinghua
|
|
|
|
(duration 00:01:51)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.1136903427541256,
|
|
"avg_time_3d": 0.01640014722943306,
|
|
"avg_fps": 7.686956979917471
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 330,
|
|
"total_labels": 780,
|
|
"total_preds": 852,
|
|
"considered_empty": 1,
|
|
"valid_preds": 778,
|
|
"invalid_preds": 73,
|
|
"missing": 2,
|
|
"invalid_fraction": 0.08578,
|
|
"precision": 0.91422,
|
|
"recall": 0.99744,
|
|
"f1": 0.95402,
|
|
"non_empty": 851
|
|
},
|
|
"mpjpe": {
|
|
"count": 778,
|
|
"mean": 0.052706,
|
|
"median": 0.049494,
|
|
"std": 0.021237,
|
|
"sem": 0.000762,
|
|
"min": 0.028965,
|
|
"max": 0.358423,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.517949,
|
|
"recall-0.1": 0.989744,
|
|
"recall-0.15": 0.992308,
|
|
"recall-0.25": 0.99359,
|
|
"recall-0.5": 0.997436,
|
|
"num_labels": 780,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 0.302925,
|
|
"ap-0.1": 0.98519,
|
|
"ap-0.15": 0.98765,
|
|
"ap-0.25": 0.989189,
|
|
"ap-0.5": 0.993901
|
|
},
|
|
"head": {
|
|
"count": 753,
|
|
"mean": 0.039879,
|
|
"median": 0.037613,
|
|
"std": 0.022396,
|
|
"sem": 0.000817,
|
|
"min": 0.002869,
|
|
"max": 0.332965,
|
|
"recall-0.025": 0.223108,
|
|
"recall-0.05": 0.754316,
|
|
"recall-0.1": 0.994688,
|
|
"recall-0.15": 0.997344,
|
|
"recall-0.25": 0.997344,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 753
|
|
},
|
|
"shoulder_left": {
|
|
"count": 778,
|
|
"mean": 0.06182,
|
|
"median": 0.059055,
|
|
"std": 0.024786,
|
|
"sem": 0.000889,
|
|
"min": 0.015406,
|
|
"max": 0.348137,
|
|
"recall-0.025": 0.010256,
|
|
"recall-0.05": 0.320513,
|
|
"recall-0.1": 0.95641,
|
|
"recall-0.15": 0.99359,
|
|
"recall-0.25": 0.994872,
|
|
"recall-0.5": 0.997436,
|
|
"num_labels": 780
|
|
},
|
|
"shoulder_right": {
|
|
"count": 778,
|
|
"mean": 0.065934,
|
|
"median": 0.061417,
|
|
"std": 0.026233,
|
|
"sem": 0.000941,
|
|
"min": 0.01582,
|
|
"max": 0.439903,
|
|
"recall-0.025": 0.003846,
|
|
"recall-0.05": 0.257692,
|
|
"recall-0.1": 0.915385,
|
|
"recall-0.15": 0.994872,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.997436,
|
|
"num_labels": 780
|
|
},
|
|
"elbow_left": {
|
|
"count": 772,
|
|
"mean": 0.047015,
|
|
"median": 0.042988,
|
|
"std": 0.022272,
|
|
"sem": 0.000802,
|
|
"min": 0.006142,
|
|
"max": 0.166921,
|
|
"recall-0.025": 0.113402,
|
|
"recall-0.05": 0.623711,
|
|
"recall-0.1": 0.969072,
|
|
"recall-0.15": 0.988402,
|
|
"recall-0.25": 0.994845,
|
|
"recall-0.5": 0.994845,
|
|
"num_labels": 776
|
|
},
|
|
"elbow_right": {
|
|
"count": 775,
|
|
"mean": 0.051367,
|
|
"median": 0.046386,
|
|
"std": 0.034176,
|
|
"sem": 0.001228,
|
|
"min": 0.003128,
|
|
"max": 0.498499,
|
|
"recall-0.025": 0.124839,
|
|
"recall-0.05": 0.558559,
|
|
"recall-0.1": 0.958816,
|
|
"recall-0.15": 0.988417,
|
|
"recall-0.25": 0.994852,
|
|
"recall-0.5": 0.997426,
|
|
"num_labels": 777
|
|
},
|
|
"wrist_left": {
|
|
"count": 767,
|
|
"mean": 0.051565,
|
|
"median": 0.042434,
|
|
"std": 0.035668,
|
|
"sem": 0.001289,
|
|
"min": 0.003638,
|
|
"max": 0.445504,
|
|
"recall-0.025": 0.183117,
|
|
"recall-0.05": 0.605195,
|
|
"recall-0.1": 0.920779,
|
|
"recall-0.15": 0.977922,
|
|
"recall-0.25": 0.994805,
|
|
"recall-0.5": 0.996104,
|
|
"num_labels": 770
|
|
},
|
|
"wrist_right": {
|
|
"count": 744,
|
|
"mean": 0.059676,
|
|
"median": 0.049499,
|
|
"std": 0.039544,
|
|
"sem": 0.001451,
|
|
"min": 0.006335,
|
|
"max": 0.302627,
|
|
"recall-0.025": 0.102804,
|
|
"recall-0.05": 0.502003,
|
|
"recall-0.1": 0.867824,
|
|
"recall-0.15": 0.951936,
|
|
"recall-0.25": 0.990654,
|
|
"recall-0.5": 0.993324,
|
|
"num_labels": 749
|
|
},
|
|
"hip_left": {
|
|
"count": 778,
|
|
"mean": 0.062427,
|
|
"median": 0.056441,
|
|
"std": 0.033021,
|
|
"sem": 0.001185,
|
|
"min": 0.008009,
|
|
"max": 0.433155,
|
|
"recall-0.025": 0.032051,
|
|
"recall-0.05": 0.403846,
|
|
"recall-0.1": 0.910256,
|
|
"recall-0.15": 0.975641,
|
|
"recall-0.25": 0.994872,
|
|
"recall-0.5": 0.997436,
|
|
"num_labels": 780
|
|
},
|
|
"hip_right": {
|
|
"count": 778,
|
|
"mean": 0.051015,
|
|
"median": 0.045442,
|
|
"std": 0.02996,
|
|
"sem": 0.001075,
|
|
"min": 0.00345,
|
|
"max": 0.358696,
|
|
"recall-0.025": 0.107692,
|
|
"recall-0.05": 0.588462,
|
|
"recall-0.1": 0.95641,
|
|
"recall-0.15": 0.982051,
|
|
"recall-0.25": 0.994872,
|
|
"recall-0.5": 0.997436,
|
|
"num_labels": 780
|
|
},
|
|
"knee_left": {
|
|
"count": 777,
|
|
"mean": 0.047753,
|
|
"median": 0.043726,
|
|
"std": 0.033405,
|
|
"sem": 0.001199,
|
|
"min": 0.003593,
|
|
"max": 0.451106,
|
|
"recall-0.025": 0.183569,
|
|
"recall-0.05": 0.620026,
|
|
"recall-0.1": 0.962773,
|
|
"recall-0.15": 0.982028,
|
|
"recall-0.25": 0.993582,
|
|
"recall-0.5": 0.997433,
|
|
"num_labels": 779
|
|
},
|
|
"knee_right": {
|
|
"count": 772,
|
|
"mean": 0.050553,
|
|
"median": 0.04688,
|
|
"std": 0.030052,
|
|
"sem": 0.001082,
|
|
"min": 0.005412,
|
|
"max": 0.430475,
|
|
"recall-0.025": 0.138243,
|
|
"recall-0.05": 0.569767,
|
|
"recall-0.1": 0.96124,
|
|
"recall-0.15": 0.98708,
|
|
"recall-0.25": 0.994832,
|
|
"recall-0.5": 0.997416,
|
|
"num_labels": 774
|
|
},
|
|
"ankle_left": {
|
|
"count": 776,
|
|
"mean": 0.043429,
|
|
"median": 0.039486,
|
|
"std": 0.030785,
|
|
"sem": 0.001106,
|
|
"min": 0.004712,
|
|
"max": 0.398252,
|
|
"recall-0.025": 0.232349,
|
|
"recall-0.05": 0.668806,
|
|
"recall-0.1": 0.976893,
|
|
"recall-0.15": 0.983312,
|
|
"recall-0.25": 0.993582,
|
|
"recall-0.5": 0.996149,
|
|
"num_labels": 779
|
|
},
|
|
"ankle_right": {
|
|
"count": 769,
|
|
"mean": 0.046206,
|
|
"median": 0.04073,
|
|
"std": 0.033585,
|
|
"sem": 0.001212,
|
|
"min": 0.001188,
|
|
"max": 0.492459,
|
|
"recall-0.025": 0.193506,
|
|
"recall-0.05": 0.654545,
|
|
"recall-0.1": 0.95974,
|
|
"recall-0.15": 0.988312,
|
|
"recall-0.25": 0.996104,
|
|
"recall-0.5": 0.998701,
|
|
"num_labels": 770
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 10047,
|
|
"recall-0.025": 0.12571,
|
|
"recall-0.05": 0.54693,
|
|
"recall-0.1": 0.94625,
|
|
"recall-0.15": 0.98338,
|
|
"recall-0.25": 0.99433,
|
|
"recall-0.5": 0.99662
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10800,
|
|
"correct_parts": 10663,
|
|
"pcp": 0.987315
|
|
}
|
|
```
|
|
|
|
### H3WB
|
|
|
|
(default joints, duration 00:00:41)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.07201751156857139,
|
|
"avg_time_3d": 0.0030754290129009045,
|
|
"avg_fps": 13.316831013096992
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 200,
|
|
"total_labels": 200,
|
|
"total_preds": 201,
|
|
"considered_empty": 0,
|
|
"valid_preds": 200,
|
|
"invalid_preds": 1,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.00498,
|
|
"precision": 0.99502,
|
|
"recall": 1.0,
|
|
"f1": 0.99751,
|
|
"non_empty": 201
|
|
},
|
|
"mpjpe": {
|
|
"count": 200,
|
|
"mean": 0.024974,
|
|
"median": 0.023698,
|
|
"std": 0.009326,
|
|
"sem": 0.000661,
|
|
"min": 0.01193,
|
|
"max": 0.074839,
|
|
"recall-0.025": 0.575,
|
|
"recall-0.05": 0.975,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200,
|
|
"ap-0.025": 0.479707,
|
|
"ap-0.05": 0.974105,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"nose": {
|
|
"count": 200,
|
|
"mean": 0.043393,
|
|
"median": 0.035193,
|
|
"std": 0.033873,
|
|
"sem": 0.002401,
|
|
"min": 0.004482,
|
|
"max": 0.189966,
|
|
"recall-0.025": 0.375,
|
|
"recall-0.05": 0.715,
|
|
"recall-0.1": 0.93,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_left": {
|
|
"count": 200,
|
|
"mean": 0.018493,
|
|
"median": 0.015689,
|
|
"std": 0.009839,
|
|
"sem": 0.000697,
|
|
"min": 0.00327,
|
|
"max": 0.064981,
|
|
"recall-0.025": 0.795,
|
|
"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": 0.025551,
|
|
"median": 0.021956,
|
|
"std": 0.012434,
|
|
"sem": 0.000881,
|
|
"min": 0.006157,
|
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"max": 0.071243,
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{
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|
}
|
|
```
|
|
|
|
(duration 00:00:54)
|
|
```json
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"body_errors": {
|
|
"body": {
|
|
"count": 5200,
|
|
"mean": 0.029677,
|
|
"median": 0.023049,
|
|
"std": 0.026247,
|
|
"sem": 0.001861,
|
|
"min": 0.002574,
|
|
"max": 0.199288,
|
|
"num_labels": 5200
|
|
},
|
|
"face": {
|
|
"count": 13600,
|
|
"mean": 0.045826,
|
|
"median": 0.037386,
|
|
"std": 0.029639,
|
|
"sem": 0.002101,
|
|
"min": 0.006196,
|
|
"max": 0.187718,
|
|
"num_labels": 13600
|
|
},
|
|
"hand": {
|
|
"count": 8339,
|
|
"mean": 0.054864,
|
|
"median": 0.030571,
|
|
"std": 0.070216,
|
|
"sem": 0.004996,
|
|
"min": 0.003441,
|
|
"max": 0.437131,
|
|
"num_labels": 8400
|
|
}
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 27200,
|
|
"recall-0.025": 0.38897,
|
|
"recall-0.05": 0.7075,
|
|
"recall-0.1": 0.91765,
|
|
"recall-0.15": 0.96658,
|
|
"recall-0.25": 0.98621,
|
|
"recall-0.5": 0.99776
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 2800,
|
|
"correct_parts": 2792,
|
|
"pcp": 0.997143
|
|
}
|
|
```
|