6810 lines
144 KiB
Markdown
6810 lines
144 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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```json
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{
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"avg_time_2d": 0.06955649327423613,
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"avg_time_3d": 0.0004693362672450179,
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"avg_fps": 14.280444895088758
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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": 0.067044,
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"median": 0.059406,
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"std": 0.027778,
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"sem": 0.001135,
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"min": 0.043707,
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"max": 0.190247,
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"recall-0.025": 0.0,
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"recall-0.05": 0.033333,
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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": 0.002029,
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"ap-0.1": 0.893774,
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"ap-0.15": 0.91673,
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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": 0.117677,
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"median": 0.101523,
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"std": 0.042982,
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"sem": 0.001756,
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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": 0.805,
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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": 0.0334,
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"median": 0.025798,
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"std": 0.032123,
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"sem": 0.001312,
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"min": 0.003037,
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"max": 0.181945,
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"recall-0.025": 0.485,
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"recall-0.05": 0.871667,
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"recall-0.1": 0.948333,
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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": 0.048216,
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"median": 0.033552,
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"std": 0.042119,
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"sem": 0.001721,
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"min": 0.003882,
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"max": 0.247362,
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"recall-0.025": 0.235,
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"recall-0.05": 0.758333,
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"recall-0.1": 0.901667,
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"recall-0.15": 0.943333,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"elbow_left": {
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"count": 600,
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"mean": 0.042931,
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"median": 0.034599,
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"std": 0.034815,
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"sem": 0.001422,
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"min": 0.002682,
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"max": 0.193558,
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"recall-0.025": 0.271667,
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"recall-0.05": 0.806667,
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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": 0.043934,
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"median": 0.03334,
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"std": 0.036065,
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"sem": 0.001474,
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"min": 0.00667,
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"max": 0.285024,
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"recall-0.025": 0.245,
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"recall-0.05": 0.806667,
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"recall-0.1": 0.928333,
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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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"wrist_left": {
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"count": 600,
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"mean": 0.040681,
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"median": 0.024264,
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"std": 0.042258,
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"sem": 0.001727,
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"min": 0.001517,
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"max": 0.18631,
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"recall-0.025": 0.513333,
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"recall-0.05": 0.746667,
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"recall-0.1": 0.91,
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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": 0.043196,
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"median": 0.025854,
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"std": 0.047962,
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"sem": 0.00196,
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"min": 0.001698,
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"max": 0.425617,
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"recall-0.025": 0.471667,
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"recall-0.05": 0.77,
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"recall-0.1": 0.893333,
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"recall-0.15": 0.92,
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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": 0.089857,
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"median": 0.087197,
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"std": 0.033035,
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"sem": 0.00135,
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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": 0.823333,
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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": 0.114649,
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"median": 0.115077,
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"std": 0.026326,
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"sem": 0.001076,
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"min": 0.046172,
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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": 0.251667,
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"recall-0.15": 0.946667,
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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": 0.06083,
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"median": 0.045088,
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"std": 0.061419,
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"sem": 0.00251,
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"min": 0.01946,
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"max": 0.425374,
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"recall-0.025": 0.046667,
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"recall-0.05": 0.6,
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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": 0.051154,
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"median": 0.043249,
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"std": 0.035226,
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"sem": 0.001439,
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"min": 0.017082,
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"max": 0.259899,
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"recall-0.025": 0.036667,
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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": 0.098141,
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"median": 0.086283,
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"std": 0.049814,
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"sem": 0.002039,
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"min": 0.039216,
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"max": 0.495347,
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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": 0.843333,
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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": 0.085402,
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"median": 0.068683,
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"std": 0.058021,
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"sem": 0.002371,
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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": 0.016667,
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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": 0.98,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"joint_recalls": {
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"num_labels": 7800,
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"recall-0.025": 0.17769,
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"recall-0.05": 0.47333,
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"recall-0.1": 0.82038,
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"recall-0.15": 0.92962,
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"recall-0.25": 0.99423,
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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": 8089,
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"pcp": 0.962976
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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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"avg_time_2d": 0.10140415892977894,
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"avg_time_3d": 0.0006782795555403142,
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"avg_fps": 9.796004237730005
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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": 815,
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"considered_empty": 0,
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"valid_preds": 477,
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"invalid_preds": 338,
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"missing": 0,
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"invalid_fraction": 0.41472,
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"precision": 0.58528,
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"recall": 1.0,
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"f1": 0.73839,
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"non_empty": 815
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},
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"mpjpe": {
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"count": 477,
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"mean": 0.048327,
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"median": 0.043186,
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"std": 0.014749,
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"sem": 0.000676,
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"min": 0.029586,
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"max": 0.106122,
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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": 0.989518,
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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": 0.345814,
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"ap-0.1": 0.704694,
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"ap-0.15": 0.716098,
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"ap-0.25": 0.716098,
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"ap-0.5": 0.716098
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},
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"head": {
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"count": 477,
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"mean": 0.055219,
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"median": 0.049788,
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"std": 0.025982,
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"sem": 0.001191,
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"min": 0.006373,
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"max": 0.147303,
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"recall-0.025": 0.077568,
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"recall-0.05": 0.505241,
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"recall-0.1": 0.91195,
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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": 0.044419,
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"median": 0.038938,
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"std": 0.020656,
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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": 0.050576,
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"median": 0.045337,
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"std": 0.024517,
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"sem": 0.001124,
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"min": 0.00639,
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"max": 0.15065,
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"recall-0.025": 0.106918,
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"recall-0.05": 0.555556,
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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": 0.040813,
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"median": 0.034056,
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"std": 0.025959,
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"sem": 0.00119,
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"min": 0.005533,
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"max": 0.152226,
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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": 0.958071,
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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_right": {
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"count": 477,
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"mean": 0.053545,
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"median": 0.044068,
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"std": 0.04202,
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"sem": 0.001926,
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"min": 0.002858,
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"max": 0.244706,
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"recall-0.025": 0.259958,
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"recall-0.05": 0.559748,
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"recall-0.1": 0.888889,
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"recall-0.15": 0.958071,
|
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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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"wrist_left": {
|
|
"count": 477,
|
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"mean": 0.061591,
|
|
"median": 0.053276,
|
|
"std": 0.046098,
|
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"sem": 0.002113,
|
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"min": 0.003745,
|
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"max": 0.359369,
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"recall-0.025": 0.12369,
|
|
"recall-0.05": 0.412998,
|
|
"recall-0.1": 0.914046,
|
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"recall-0.15": 0.962264,
|
|
"recall-0.25": 0.981132,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
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},
|
|
"wrist_right": {
|
|
"count": 477,
|
|
"mean": 0.058141,
|
|
"median": 0.053924,
|
|
"std": 0.030039,
|
|
"sem": 0.001377,
|
|
"min": 0.009013,
|
|
"max": 0.202256,
|
|
"recall-0.025": 0.109015,
|
|
"recall-0.05": 0.444444,
|
|
"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": 0.047799,
|
|
"median": 0.043075,
|
|
"std": 0.0263,
|
|
"sem": 0.001205,
|
|
"min": 0.005757,
|
|
"max": 0.140667,
|
|
"recall-0.025": 0.213836,
|
|
"recall-0.05": 0.620545,
|
|
"recall-0.1": 0.958071,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"hip_right": {
|
|
"count": 477,
|
|
"mean": 0.058043,
|
|
"median": 0.056365,
|
|
"std": 0.02549,
|
|
"sem": 0.001168,
|
|
"min": 0.005189,
|
|
"max": 0.136207,
|
|
"recall-0.025": 0.109015,
|
|
"recall-0.05": 0.415094,
|
|
"recall-0.1": 0.930818,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
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},
|
|
"knee_left": {
|
|
"count": 477,
|
|
"mean": 0.03997,
|
|
"median": 0.03745,
|
|
"std": 0.024365,
|
|
"sem": 0.001117,
|
|
"min": 0.005407,
|
|
"max": 0.195502,
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"recall-0.025": 0.262055,
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|
"recall-0.05": 0.765199,
|
|
"recall-0.1": 0.974843,
|
|
"recall-0.15": 0.989518,
|
|
"recall-0.25": 1.0,
|
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"recall-0.5": 1.0,
|
|
"num_labels": 477
|
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},
|
|
"knee_right": {
|
|
"count": 477,
|
|
"mean": 0.0394,
|
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"median": 0.034816,
|
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"std": 0.023358,
|
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"sem": 0.001071,
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|
"min": 0.006865,
|
|
"max": 0.186559,
|
|
"recall-0.025": 0.29979,
|
|
"recall-0.05": 0.727463,
|
|
"recall-0.1": 0.979036,
|
|
"recall-0.15": 0.997904,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"ankle_left": {
|
|
"count": 477,
|
|
"mean": 0.037307,
|
|
"median": 0.03105,
|
|
"std": 0.030818,
|
|
"sem": 0.001413,
|
|
"min": 0.001693,
|
|
"max": 0.224454,
|
|
"recall-0.025": 0.431866,
|
|
"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": 0.041421,
|
|
"median": 0.031787,
|
|
"std": 0.038007,
|
|
"sem": 0.001742,
|
|
"min": 0.004747,
|
|
"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": 0.61893,
|
|
"recall-0.1": 0.9384,
|
|
"recall-0.15": 0.98742,
|
|
"recall-0.25": 0.99823,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6678,
|
|
"correct_parts": 6617,
|
|
"pcp": 0.990866
|
|
}
|
|
```
|
|
|
|
### Campus
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.05686168288284878,
|
|
"avg_time_3d": 0.00046483413228448834,
|
|
"avg_fps": 17.443934361754724
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 222,
|
|
"total_labels": 376,
|
|
"total_preds": 473,
|
|
"considered_empty": 0,
|
|
"valid_preds": 376,
|
|
"invalid_preds": 97,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.20507,
|
|
"precision": 0.79493,
|
|
"recall": 1.0,
|
|
"f1": 0.88575,
|
|
"non_empty": 473
|
|
},
|
|
"mpjpe": {
|
|
"count": 376,
|
|
"mean": 0.078386,
|
|
"median": 0.076036,
|
|
"std": 0.018832,
|
|
"sem": 0.000972,
|
|
"min": 0.048683,
|
|
"max": 0.158395,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.010638,
|
|
"recall-0.1": 0.890957,
|
|
"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": 0.000324,
|
|
"ap-0.1": 0.774956,
|
|
"ap-0.15": 0.89001,
|
|
"ap-0.25": 0.898696,
|
|
"ap-0.5": 0.898696
|
|
},
|
|
"head": {
|
|
"count": 376,
|
|
"mean": 0.059335,
|
|
"median": 0.060949,
|
|
"std": 0.025332,
|
|
"sem": 0.001308,
|
|
"min": 0.006936,
|
|
"max": 0.161997,
|
|
"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": {
|
|
"count": 376,
|
|
"mean": 0.061447,
|
|
"median": 0.056891,
|
|
"std": 0.028318,
|
|
"sem": 0.001462,
|
|
"min": 0.003739,
|
|
"max": 0.154143,
|
|
"recall-0.025": 0.050532,
|
|
"recall-0.05": 0.401596,
|
|
"recall-0.1": 0.906915,
|
|
"recall-0.15": 0.989362,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"shoulder_right": {
|
|
"count": 376,
|
|
"mean": 0.063637,
|
|
"median": 0.057984,
|
|
"std": 0.026815,
|
|
"sem": 0.001385,
|
|
"min": 0.016753,
|
|
"max": 0.185573,
|
|
"recall-0.025": 0.039894,
|
|
"recall-0.05": 0.367021,
|
|
"recall-0.1": 0.893617,
|
|
"recall-0.15": 0.992021,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"elbow_left": {
|
|
"count": 376,
|
|
"mean": 0.08585,
|
|
"median": 0.069926,
|
|
"std": 0.047388,
|
|
"sem": 0.002447,
|
|
"min": 0.007605,
|
|
"max": 0.205639,
|
|
"recall-0.025": 0.029255,
|
|
"recall-0.05": 0.265957,
|
|
"recall-0.1": 0.640957,
|
|
"recall-0.15": 0.861702,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"elbow_right": {
|
|
"count": 376,
|
|
"mean": 0.070551,
|
|
"median": 0.060437,
|
|
"std": 0.035349,
|
|
"sem": 0.001825,
|
|
"min": 0.00548,
|
|
"max": 0.237231,
|
|
"recall-0.025": 0.023936,
|
|
"recall-0.05": 0.324468,
|
|
"recall-0.1": 0.795213,
|
|
"recall-0.15": 0.973404,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"wrist_left": {
|
|
"count": 376,
|
|
"mean": 0.114923,
|
|
"median": 0.099655,
|
|
"std": 0.06375,
|
|
"sem": 0.003292,
|
|
"min": 0.010314,
|
|
"max": 0.431497,
|
|
"recall-0.025": 0.013298,
|
|
"recall-0.05": 0.095745,
|
|
"recall-0.1": 0.505319,
|
|
"recall-0.15": 0.74734,
|
|
"recall-0.25": 0.957447,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"wrist_right": {
|
|
"count": 376,
|
|
"mean": 0.097856,
|
|
"median": 0.08983,
|
|
"std": 0.042276,
|
|
"sem": 0.002183,
|
|
"min": 0.014228,
|
|
"max": 0.309969,
|
|
"recall-0.025": 0.007979,
|
|
"recall-0.05": 0.095745,
|
|
"recall-0.1": 0.603723,
|
|
"recall-0.15": 0.87766,
|
|
"recall-0.25": 0.99734,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"hip_left": {
|
|
"count": 376,
|
|
"mean": 0.081482,
|
|
"median": 0.082897,
|
|
"std": 0.02958,
|
|
"sem": 0.001527,
|
|
"min": 0.018902,
|
|
"max": 0.179367,
|
|
"recall-0.025": 0.029255,
|
|
"recall-0.05": 0.170213,
|
|
"recall-0.1": 0.710106,
|
|
"recall-0.15": 0.992021,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"hip_right": {
|
|
"count": 376,
|
|
"mean": 0.087186,
|
|
"median": 0.083851,
|
|
"std": 0.026263,
|
|
"sem": 0.001356,
|
|
"min": 0.024343,
|
|
"max": 0.207002,
|
|
"recall-0.025": 0.00266,
|
|
"recall-0.05": 0.058511,
|
|
"recall-0.1": 0.75,
|
|
"recall-0.15": 0.968085,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"knee_left": {
|
|
"count": 376,
|
|
"mean": 0.055923,
|
|
"median": 0.05234,
|
|
"std": 0.027946,
|
|
"sem": 0.001443,
|
|
"min": 0.007197,
|
|
"max": 0.228932,
|
|
"recall-0.025": 0.082447,
|
|
"recall-0.05": 0.465426,
|
|
"recall-0.1": 0.933511,
|
|
"recall-0.15": 0.989362,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"knee_right": {
|
|
"count": 376,
|
|
"mean": 0.059604,
|
|
"median": 0.056881,
|
|
"std": 0.026175,
|
|
"sem": 0.001352,
|
|
"min": 0.017224,
|
|
"max": 0.210945,
|
|
"recall-0.025": 0.053191,
|
|
"recall-0.05": 0.37234,
|
|
"recall-0.1": 0.930851,
|
|
"recall-0.15": 0.989362,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"ankle_left": {
|
|
"count": 372,
|
|
"mean": 0.091737,
|
|
"median": 0.060063,
|
|
"std": 0.100196,
|
|
"sem": 0.005202,
|
|
"min": 0.007394,
|
|
"max": 0.493162,
|
|
"recall-0.025": 0.06383,
|
|
"recall-0.05": 0.297872,
|
|
"recall-0.1": 0.816489,
|
|
"recall-0.15": 0.882979,
|
|
"recall-0.25": 0.904255,
|
|
"recall-0.5": 0.989362,
|
|
"num_labels": 376
|
|
},
|
|
"ankle_right": {
|
|
"count": 372,
|
|
"mean": 0.080393,
|
|
"median": 0.052772,
|
|
"std": 0.090361,
|
|
"sem": 0.004691,
|
|
"min": 0.006244,
|
|
"max": 0.496601,
|
|
"recall-0.025": 0.071809,
|
|
"recall-0.05": 0.470745,
|
|
"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": 0.28703,
|
|
"recall-0.1": 0.78969,
|
|
"recall-0.15": 0.93412,
|
|
"recall-0.25": 0.98261,
|
|
"recall-0.5": 0.99836
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5264,
|
|
"correct_parts": 4962,
|
|
"pcp": 0.942629
|
|
}
|
|
```
|
|
|
|
### MVOR
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.05505880477547838,
|
|
"avg_time_3d": 0.00043934651068223697,
|
|
"avg_fps": 18.018618221060752
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 629,
|
|
"total_labels": 1061,
|
|
"total_preds": 996,
|
|
"considered_empty": 0,
|
|
"valid_preds": 762,
|
|
"invalid_preds": 234,
|
|
"missing": 299,
|
|
"invalid_fraction": 0.23494,
|
|
"precision": 0.76506,
|
|
"recall": 0.71819,
|
|
"f1": 0.74088,
|
|
"non_empty": 996
|
|
},
|
|
"mpjpe": {
|
|
"count": 762,
|
|
"mean": 0.11547,
|
|
"median": 0.094969,
|
|
"std": 0.067222,
|
|
"sem": 0.002437,
|
|
"min": 0.040489,
|
|
"max": 0.497874,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.005655,
|
|
"recall-0.1": 0.390198,
|
|
"recall-0.15": 0.592837,
|
|
"recall-0.25": 0.690858,
|
|
"recall-0.5": 0.71819,
|
|
"num_labels": 1061,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 9.6e-05,
|
|
"ap-0.1": 0.25073,
|
|
"ap-0.15": 0.493,
|
|
"ap-0.25": 0.618081,
|
|
"ap-0.5": 0.653819
|
|
},
|
|
"head": {
|
|
"count": 761,
|
|
"mean": 0.065708,
|
|
"median": 0.049932,
|
|
"std": 0.060074,
|
|
"sem": 0.002179,
|
|
"min": 0.005944,
|
|
"max": 0.482489,
|
|
"recall-0.025": 0.086711,
|
|
"recall-0.05": 0.359095,
|
|
"recall-0.1": 0.626767,
|
|
"recall-0.15": 0.668238,
|
|
"recall-0.25": 0.698398,
|
|
"recall-0.5": 0.717248,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_left": {
|
|
"count": 760,
|
|
"mean": 0.064132,
|
|
"median": 0.044027,
|
|
"std": 0.067379,
|
|
"sem": 0.002446,
|
|
"min": 0.003155,
|
|
"max": 0.498748,
|
|
"recall-0.025": 0.153629,
|
|
"recall-0.05": 0.413761,
|
|
"recall-0.1": 0.606032,
|
|
"recall-0.15": 0.664467,
|
|
"recall-0.25": 0.69557,
|
|
"recall-0.5": 0.716305,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_right": {
|
|
"count": 758,
|
|
"mean": 0.060743,
|
|
"median": 0.04049,
|
|
"std": 0.067198,
|
|
"sem": 0.002442,
|
|
"min": 0.001883,
|
|
"max": 0.496442,
|
|
"recall-0.025": 0.151744,
|
|
"recall-0.05": 0.450518,
|
|
"recall-0.1": 0.619227,
|
|
"recall-0.15": 0.671065,
|
|
"recall-0.25": 0.6918,
|
|
"recall-0.5": 0.71442,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_left": {
|
|
"count": 749,
|
|
"mean": 0.102249,
|
|
"median": 0.07466,
|
|
"std": 0.083723,
|
|
"sem": 0.003061,
|
|
"min": 0.005382,
|
|
"max": 0.481769,
|
|
"recall-0.025": 0.067861,
|
|
"recall-0.05": 0.225259,
|
|
"recall-0.1": 0.431668,
|
|
"recall-0.15": 0.561734,
|
|
"recall-0.25": 0.656927,
|
|
"recall-0.5": 0.705938,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_right": {
|
|
"count": 751,
|
|
"mean": 0.083981,
|
|
"median": 0.05755,
|
|
"std": 0.079304,
|
|
"sem": 0.002896,
|
|
"min": 0.003565,
|
|
"max": 0.498068,
|
|
"recall-0.025": 0.098021,
|
|
"recall-0.05": 0.301602,
|
|
"recall-0.1": 0.524034,
|
|
"recall-0.15": 0.614515,
|
|
"recall-0.25": 0.670123,
|
|
"recall-0.5": 0.707823,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_left": {
|
|
"count": 753,
|
|
"mean": 0.126718,
|
|
"median": 0.090726,
|
|
"std": 0.101882,
|
|
"sem": 0.003715,
|
|
"min": 0.00418,
|
|
"max": 0.497384,
|
|
"recall-0.025": 0.062205,
|
|
"recall-0.05": 0.179076,
|
|
"recall-0.1": 0.378888,
|
|
"recall-0.15": 0.471254,
|
|
"recall-0.25": 0.6164,
|
|
"recall-0.5": 0.709708,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_right": {
|
|
"count": 748,
|
|
"mean": 0.1124,
|
|
"median": 0.07684,
|
|
"std": 0.100614,
|
|
"sem": 0.003681,
|
|
"min": 0.006423,
|
|
"max": 0.485199,
|
|
"recall-0.025": 0.071631,
|
|
"recall-0.05": 0.239397,
|
|
"recall-0.1": 0.428841,
|
|
"recall-0.15": 0.528746,
|
|
"recall-0.25": 0.622055,
|
|
"recall-0.5": 0.704995,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_left": {
|
|
"count": 748,
|
|
"mean": 0.189712,
|
|
"median": 0.17064,
|
|
"std": 0.086393,
|
|
"sem": 0.003161,
|
|
"min": 0.021758,
|
|
"max": 0.499358,
|
|
"recall-0.025": 0.000943,
|
|
"recall-0.05": 0.004713,
|
|
"recall-0.1": 0.065975,
|
|
"recall-0.15": 0.261074,
|
|
"recall-0.25": 0.577757,
|
|
"recall-0.5": 0.704995,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_right": {
|
|
"count": 742,
|
|
"mean": 0.180687,
|
|
"median": 0.167353,
|
|
"std": 0.077455,
|
|
"sem": 0.002845,
|
|
"min": 0.036054,
|
|
"max": 0.492444,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.00377,
|
|
"recall-0.1": 0.072573,
|
|
"recall-0.15": 0.276155,
|
|
"recall-0.25": 0.590009,
|
|
"recall-0.5": 0.69934,
|
|
"num_labels": 1061
|
|
},
|
|
"knee_left": {},
|
|
"knee_right": {},
|
|
"ankle_left": {},
|
|
"ankle_right": {},
|
|
"joint_recalls": {
|
|
"num_labels": 9549,
|
|
"recall-0.025": 0.07687,
|
|
"recall-0.05": 0.24128,
|
|
"recall-0.1": 0.41648,
|
|
"recall-0.15": 0.52362,
|
|
"recall-0.25": 0.64614,
|
|
"recall-0.5": 0.70845
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10610,
|
|
"correct_parts": 5855,
|
|
"pcp": 0.551838
|
|
}
|
|
```
|
|
|
|
### Panoptic
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.10687413913447683,
|
|
"avg_time_3d": 0.0007993669044680712,
|
|
"avg_fps": 9.287335731765861
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1532,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1464,
|
|
"invalid_preds": 68,
|
|
"missing": 2,
|
|
"invalid_fraction": 0.04439,
|
|
"precision": 0.95561,
|
|
"recall": 0.99864,
|
|
"f1": 0.97665,
|
|
"non_empty": 1532
|
|
},
|
|
"mpjpe": {
|
|
"count": 1464,
|
|
"mean": 0.04283,
|
|
"median": 0.037959,
|
|
"std": 0.020592,
|
|
"sem": 0.000538,
|
|
"min": 0.01189,
|
|
"max": 0.147865,
|
|
"recall-0.025": 0.152797,
|
|
"recall-0.05": 0.744202,
|
|
"recall-0.1": 0.980218,
|
|
"recall-0.15": 0.998636,
|
|
"recall-0.25": 0.998636,
|
|
"recall-0.5": 0.998636,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.063545,
|
|
"ap-0.05": 0.66703,
|
|
"ap-0.1": 0.959203,
|
|
"ap-0.15": 0.984445,
|
|
"ap-0.25": 0.984445,
|
|
"ap-0.5": 0.984445
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.015905,
|
|
"median": 0.012411,
|
|
"std": 0.017687,
|
|
"sem": 0.000463,
|
|
"min": 0.001407,
|
|
"max": 0.276866,
|
|
"recall-0.025": 0.901572,
|
|
"recall-0.05": 0.965824,
|
|
"recall-0.1": 0.995899,
|
|
"recall-0.15": 0.996582,
|
|
"recall-0.25": 0.997266,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1464,
|
|
"mean": 0.021453,
|
|
"median": 0.019035,
|
|
"std": 0.011279,
|
|
"sem": 0.000295,
|
|
"min": 0.002677,
|
|
"max": 0.095793,
|
|
"recall-0.025": 0.704638,
|
|
"recall-0.05": 0.978172,
|
|
"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": 0.022784,
|
|
"median": 0.019651,
|
|
"std": 0.014664,
|
|
"sem": 0.000384,
|
|
"min": 0.00112,
|
|
"max": 0.146597,
|
|
"recall-0.025": 0.711263,
|
|
"recall-0.05": 0.951536,
|
|
"recall-0.1": 0.994539,
|
|
"recall-0.15": 0.998635,
|
|
"recall-0.25": 0.998635,
|
|
"recall-0.5": 0.998635,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1463,
|
|
"mean": 0.026234,
|
|
"median": 0.017715,
|
|
"std": 0.028787,
|
|
"sem": 0.000753,
|
|
"min": 0.001259,
|
|
"max": 0.323155,
|
|
"recall-0.025": 0.704437,
|
|
"recall-0.05": 0.883959,
|
|
"recall-0.1": 0.97884,
|
|
"recall-0.15": 0.986348,
|
|
"recall-0.25": 0.996587,
|
|
"recall-0.5": 0.998635,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1462,
|
|
"mean": 0.023232,
|
|
"median": 0.018218,
|
|
"std": 0.017418,
|
|
"sem": 0.000456,
|
|
"min": 0.001407,
|
|
"max": 0.177438,
|
|
"recall-0.025": 0.689679,
|
|
"recall-0.05": 0.928913,
|
|
"recall-0.1": 0.994532,
|
|
"recall-0.15": 0.998633,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1429,
|
|
"mean": 0.035064,
|
|
"median": 0.017008,
|
|
"std": 0.050425,
|
|
"sem": 0.001334,
|
|
"min": 0.000713,
|
|
"max": 0.397255,
|
|
"recall-0.025": 0.675035,
|
|
"recall-0.05": 0.824965,
|
|
"recall-0.1": 0.908647,
|
|
"recall-0.15": 0.956764,
|
|
"recall-0.25": 0.98675,
|
|
"recall-0.5": 0.996513,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1456,
|
|
"mean": 0.023795,
|
|
"median": 0.01627,
|
|
"std": 0.022484,
|
|
"sem": 0.000589,
|
|
"min": 0.001905,
|
|
"max": 0.195654,
|
|
"recall-0.025": 0.706044,
|
|
"recall-0.05": 0.894231,
|
|
"recall-0.1": 0.98283,
|
|
"recall-0.15": 0.996566,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1463,
|
|
"mean": 0.05948,
|
|
"median": 0.0535,
|
|
"std": 0.030013,
|
|
"sem": 0.000785,
|
|
"min": 0.005563,
|
|
"max": 0.17979,
|
|
"recall-0.025": 0.068259,
|
|
"recall-0.05": 0.423208,
|
|
"recall-0.1": 0.894198,
|
|
"recall-0.15": 0.969283,
|
|
"recall-0.25": 0.998635,
|
|
"recall-0.5": 0.998635,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1464,
|
|
"mean": 0.058664,
|
|
"median": 0.054479,
|
|
"std": 0.028992,
|
|
"sem": 0.000758,
|
|
"min": 0.003776,
|
|
"max": 0.304525,
|
|
"recall-0.025": 0.053888,
|
|
"recall-0.05": 0.420873,
|
|
"recall-0.1": 0.914052,
|
|
"recall-0.15": 0.986357,
|
|
"recall-0.25": 0.997954,
|
|
"recall-0.5": 0.998636,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1463,
|
|
"mean": 0.052221,
|
|
"median": 0.042835,
|
|
"std": 0.043278,
|
|
"sem": 0.001132,
|
|
"min": 0.001938,
|
|
"max": 0.349881,
|
|
"recall-0.025": 0.188396,
|
|
"recall-0.05": 0.632082,
|
|
"recall-0.1": 0.92628,
|
|
"recall-0.15": 0.965188,
|
|
"recall-0.25": 0.983618,
|
|
"recall-0.5": 0.998635,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1457,
|
|
"mean": 0.048475,
|
|
"median": 0.042688,
|
|
"std": 0.029821,
|
|
"sem": 0.000782,
|
|
"min": 0.003543,
|
|
"max": 0.324497,
|
|
"recall-0.025": 0.213845,
|
|
"recall-0.05": 0.587389,
|
|
"recall-0.1": 0.938314,
|
|
"recall-0.15": 0.991775,
|
|
"recall-0.25": 0.996573,
|
|
"recall-0.5": 0.998629,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1453,
|
|
"mean": 0.083332,
|
|
"median": 0.037489,
|
|
"std": 0.106064,
|
|
"sem": 0.002783,
|
|
"min": 0.002453,
|
|
"max": 0.495774,
|
|
"recall-0.025": 0.360902,
|
|
"recall-0.05": 0.585099,
|
|
"recall-0.1": 0.72864,
|
|
"recall-0.15": 0.819549,
|
|
"recall-0.25": 0.912509,
|
|
"recall-0.5": 0.993165,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1450,
|
|
"mean": 0.078949,
|
|
"median": 0.033588,
|
|
"std": 0.105537,
|
|
"sem": 0.002773,
|
|
"min": 0.001061,
|
|
"max": 0.4981,
|
|
"recall-0.025": 0.367123,
|
|
"recall-0.05": 0.682877,
|
|
"recall-0.1": 0.772603,
|
|
"recall-0.15": 0.811644,
|
|
"recall-0.25": 0.894521,
|
|
"recall-0.5": 0.993151,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.48736,
|
|
"recall-0.05": 0.75024,
|
|
"recall-0.1": 0.92517,
|
|
"recall-0.15": 0.9594,
|
|
"recall-0.25": 0.98146,
|
|
"recall-0.5": 0.99763
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 19976,
|
|
"pcp": 0.977108
|
|
}
|
|
```
|
|
|
|
##### 3 cameras
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.06624835293467451,
|
|
"avg_time_3d": 0.0005510295309671541,
|
|
"avg_fps": 14.970198272631503
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1433,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1417,
|
|
"invalid_preds": 16,
|
|
"missing": 49,
|
|
"invalid_fraction": 0.01117,
|
|
"precision": 0.98883,
|
|
"recall": 0.96658,
|
|
"f1": 0.97758,
|
|
"non_empty": 1433
|
|
},
|
|
"mpjpe": {
|
|
"count": 1417,
|
|
"mean": 0.075817,
|
|
"median": 0.065498,
|
|
"std": 0.044009,
|
|
"sem": 0.00117,
|
|
"min": 0.020974,
|
|
"max": 0.442572,
|
|
"recall-0.025": 0.004775,
|
|
"recall-0.05": 0.272851,
|
|
"recall-0.1": 0.79809,
|
|
"recall-0.15": 0.912005,
|
|
"recall-0.25": 0.951569,
|
|
"recall-0.5": 0.966576,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.001684,
|
|
"ap-0.05": 0.183325,
|
|
"ap-0.1": 0.736595,
|
|
"ap-0.15": 0.89124,
|
|
"ap-0.25": 0.938401,
|
|
"ap-0.5": 0.955959
|
|
},
|
|
"nose": {
|
|
"count": 1416,
|
|
"mean": 0.023906,
|
|
"median": 0.018334,
|
|
"std": 0.018211,
|
|
"sem": 0.000484,
|
|
"min": 0.001916,
|
|
"max": 0.23494,
|
|
"recall-0.025": 0.628845,
|
|
"recall-0.05": 0.908407,
|
|
"recall-0.1": 0.959672,
|
|
"recall-0.15": 0.965824,
|
|
"recall-0.25": 0.967874,
|
|
"recall-0.5": 0.967874,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1417,
|
|
"mean": 0.024279,
|
|
"median": 0.021129,
|
|
"std": 0.018563,
|
|
"sem": 0.000493,
|
|
"min": 0.002094,
|
|
"max": 0.31592,
|
|
"recall-0.025": 0.572306,
|
|
"recall-0.05": 0.916098,
|
|
"recall-0.1": 0.962483,
|
|
"recall-0.15": 0.964529,
|
|
"recall-0.25": 0.964529,
|
|
"recall-0.5": 0.966576,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1416,
|
|
"mean": 0.029845,
|
|
"median": 0.024341,
|
|
"std": 0.023682,
|
|
"sem": 0.00063,
|
|
"min": 0.00406,
|
|
"max": 0.302527,
|
|
"recall-0.025": 0.497611,
|
|
"recall-0.05": 0.870307,
|
|
"recall-0.1": 0.951536,
|
|
"recall-0.15": 0.96041,
|
|
"recall-0.25": 0.964505,
|
|
"recall-0.5": 0.966553,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1416,
|
|
"mean": 0.036741,
|
|
"median": 0.023631,
|
|
"std": 0.036275,
|
|
"sem": 0.000964,
|
|
"min": 0.001498,
|
|
"max": 0.359129,
|
|
"recall-0.025": 0.512628,
|
|
"recall-0.05": 0.761092,
|
|
"recall-0.1": 0.896928,
|
|
"recall-0.15": 0.950171,
|
|
"recall-0.25": 0.964505,
|
|
"recall-0.5": 0.966553,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1416,
|
|
"mean": 0.037345,
|
|
"median": 0.022572,
|
|
"std": 0.043198,
|
|
"sem": 0.001148,
|
|
"min": 0.001047,
|
|
"max": 0.414541,
|
|
"recall-0.025": 0.550239,
|
|
"recall-0.05": 0.784689,
|
|
"recall-0.1": 0.90499,
|
|
"recall-0.15": 0.924812,
|
|
"recall-0.25": 0.965824,
|
|
"recall-0.5": 0.967874,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1381,
|
|
"mean": 0.057558,
|
|
"median": 0.022812,
|
|
"std": 0.076302,
|
|
"sem": 0.002054,
|
|
"min": 0.001727,
|
|
"max": 0.4856,
|
|
"recall-0.025": 0.506974,
|
|
"recall-0.05": 0.637378,
|
|
"recall-0.1": 0.801255,
|
|
"recall-0.15": 0.866109,
|
|
"recall-0.25": 0.933054,
|
|
"recall-0.5": 0.96304,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1408,
|
|
"mean": 0.052246,
|
|
"median": 0.028046,
|
|
"std": 0.066629,
|
|
"sem": 0.001776,
|
|
"min": 0.0006,
|
|
"max": 0.453971,
|
|
"recall-0.025": 0.440247,
|
|
"recall-0.05": 0.646978,
|
|
"recall-0.1": 0.846841,
|
|
"recall-0.15": 0.911401,
|
|
"recall-0.25": 0.943681,
|
|
"recall-0.5": 0.967033,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1415,
|
|
"mean": 0.06938,
|
|
"median": 0.06393,
|
|
"std": 0.033994,
|
|
"sem": 0.000904,
|
|
"min": 0.004913,
|
|
"max": 0.205973,
|
|
"recall-0.025": 0.03959,
|
|
"recall-0.05": 0.25802,
|
|
"recall-0.1": 0.845734,
|
|
"recall-0.15": 0.917406,
|
|
"recall-0.25": 0.96587,
|
|
"recall-0.5": 0.96587,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1416,
|
|
"mean": 0.079953,
|
|
"median": 0.071167,
|
|
"std": 0.03902,
|
|
"sem": 0.001037,
|
|
"min": 0.010114,
|
|
"max": 0.304525,
|
|
"recall-0.025": 0.013643,
|
|
"recall-0.05": 0.207367,
|
|
"recall-0.1": 0.751023,
|
|
"recall-0.15": 0.895634,
|
|
"recall-0.25": 0.964529,
|
|
"recall-0.5": 0.965894,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1398,
|
|
"mean": 0.082909,
|
|
"median": 0.055802,
|
|
"std": 0.078946,
|
|
"sem": 0.002112,
|
|
"min": 0.006729,
|
|
"max": 0.491598,
|
|
"recall-0.025": 0.096246,
|
|
"recall-0.05": 0.389078,
|
|
"recall-0.1": 0.744027,
|
|
"recall-0.15": 0.803413,
|
|
"recall-0.25": 0.911263,
|
|
"recall-0.5": 0.954266,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1397,
|
|
"mean": 0.081793,
|
|
"median": 0.056139,
|
|
"std": 0.07592,
|
|
"sem": 0.002032,
|
|
"min": 0.005476,
|
|
"max": 0.494565,
|
|
"recall-0.025": 0.078821,
|
|
"recall-0.05": 0.383139,
|
|
"recall-0.1": 0.751199,
|
|
"recall-0.15": 0.830706,
|
|
"recall-0.25": 0.915696,
|
|
"recall-0.5": 0.957505,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1325,
|
|
"mean": 0.162345,
|
|
"median": 0.132841,
|
|
"std": 0.140456,
|
|
"sem": 0.00386,
|
|
"min": 0.000769,
|
|
"max": 0.49962,
|
|
"recall-0.025": 0.198906,
|
|
"recall-0.05": 0.2946,
|
|
"recall-0.1": 0.373889,
|
|
"recall-0.15": 0.501025,
|
|
"recall-0.25": 0.650718,
|
|
"recall-0.5": 0.905673,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1317,
|
|
"mean": 0.149976,
|
|
"median": 0.106811,
|
|
"std": 0.132016,
|
|
"sem": 0.003639,
|
|
"min": 0.001734,
|
|
"max": 0.497141,
|
|
"recall-0.025": 0.162329,
|
|
"recall-0.05": 0.295205,
|
|
"recall-0.1": 0.428082,
|
|
"recall-0.15": 0.542466,
|
|
"recall-0.25": 0.682877,
|
|
"recall-0.5": 0.902055,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.33012,
|
|
"recall-0.05": 0.56498,
|
|
"recall-0.1": 0.78568,
|
|
"recall-0.15": 0.8485,
|
|
"recall-0.25": 0.9069,
|
|
"recall-0.5": 0.95477
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 18371,
|
|
"pcp": 0.898601
|
|
}
|
|
```
|
|
|
|
##### 10 cameras
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.2086035833126161,
|
|
"avg_time_3d": 0.0016778585387439262,
|
|
"avg_fps": 4.755531402085697
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1493,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1465,
|
|
"invalid_preds": 28,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.01875,
|
|
"precision": 0.98125,
|
|
"recall": 0.99932,
|
|
"f1": 0.9902,
|
|
"non_empty": 1493
|
|
},
|
|
"mpjpe": {
|
|
"count": 1465,
|
|
"mean": 0.035853,
|
|
"median": 0.031346,
|
|
"std": 0.016924,
|
|
"sem": 0.000442,
|
|
"min": 0.012557,
|
|
"max": 0.133445,
|
|
"recall-0.025": 0.238745,
|
|
"recall-0.05": 0.858799,
|
|
"recall-0.1": 0.991132,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.142568,
|
|
"ap-0.05": 0.831869,
|
|
"ap-0.1": 0.980496,
|
|
"ap-0.15": 0.989835,
|
|
"ap-0.25": 0.989835,
|
|
"ap-0.5": 0.989835
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.011191,
|
|
"median": 0.009994,
|
|
"std": 0.006814,
|
|
"sem": 0.000178,
|
|
"min": 0.001642,
|
|
"max": 0.127618,
|
|
"recall-0.025": 0.976077,
|
|
"recall-0.05": 0.995899,
|
|
"recall-0.1": 0.998633,
|
|
"recall-0.15": 0.999316,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1465,
|
|
"mean": 0.018494,
|
|
"median": 0.016759,
|
|
"std": 0.008812,
|
|
"sem": 0.00023,
|
|
"min": 0.001639,
|
|
"max": 0.081838,
|
|
"recall-0.025": 0.81719,
|
|
"recall-0.05": 0.991132,
|
|
"recall-0.1": 0.999318,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1464,
|
|
"mean": 0.019957,
|
|
"median": 0.018719,
|
|
"std": 0.008772,
|
|
"sem": 0.000229,
|
|
"min": 0.002157,
|
|
"max": 0.087963,
|
|
"recall-0.025": 0.823208,
|
|
"recall-0.05": 0.989761,
|
|
"recall-0.1": 0.999317,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1464,
|
|
"mean": 0.019237,
|
|
"median": 0.017431,
|
|
"std": 0.010316,
|
|
"sem": 0.00027,
|
|
"min": 0.002111,
|
|
"max": 0.109767,
|
|
"recall-0.025": 0.780205,
|
|
"recall-0.05": 0.985666,
|
|
"recall-0.1": 0.998635,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1462,
|
|
"mean": 0.017672,
|
|
"median": 0.015673,
|
|
"std": 0.010123,
|
|
"sem": 0.000265,
|
|
"min": 0.001746,
|
|
"max": 0.132247,
|
|
"recall-0.025": 0.862611,
|
|
"recall-0.05": 0.980861,
|
|
"recall-0.1": 0.998633,
|
|
"recall-0.15": 0.999316,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1433,
|
|
"mean": 0.018154,
|
|
"median": 0.012273,
|
|
"std": 0.020448,
|
|
"sem": 0.00054,
|
|
"min": 0.000466,
|
|
"max": 0.20025,
|
|
"recall-0.025": 0.834031,
|
|
"recall-0.05": 0.953975,
|
|
"recall-0.1": 0.984658,
|
|
"recall-0.15": 0.994421,
|
|
"recall-0.25": 0.999303,
|
|
"recall-0.5": 0.999303,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1456,
|
|
"mean": 0.017837,
|
|
"median": 0.012331,
|
|
"std": 0.018863,
|
|
"sem": 0.000495,
|
|
"min": 0.001141,
|
|
"max": 0.212342,
|
|
"recall-0.025": 0.819368,
|
|
"recall-0.05": 0.95467,
|
|
"recall-0.1": 0.988324,
|
|
"recall-0.15": 0.99794,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1464,
|
|
"mean": 0.048053,
|
|
"median": 0.046586,
|
|
"std": 0.017762,
|
|
"sem": 0.000464,
|
|
"min": 0.006212,
|
|
"max": 0.146021,
|
|
"recall-0.025": 0.062799,
|
|
"recall-0.05": 0.610922,
|
|
"recall-0.1": 0.977474,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1465,
|
|
"mean": 0.04809,
|
|
"median": 0.04731,
|
|
"std": 0.015329,
|
|
"sem": 0.000401,
|
|
"min": 0.007258,
|
|
"max": 0.111679,
|
|
"recall-0.025": 0.050477,
|
|
"recall-0.05": 0.557299,
|
|
"recall-0.1": 0.995225,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1464,
|
|
"mean": 0.037414,
|
|
"median": 0.033014,
|
|
"std": 0.023323,
|
|
"sem": 0.00061,
|
|
"min": 0.003011,
|
|
"max": 0.221736,
|
|
"recall-0.025": 0.31058,
|
|
"recall-0.05": 0.786348,
|
|
"recall-0.1": 0.977474,
|
|
"recall-0.15": 0.993857,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1458,
|
|
"mean": 0.039203,
|
|
"median": 0.034207,
|
|
"std": 0.024394,
|
|
"sem": 0.000639,
|
|
"min": 0.001299,
|
|
"max": 0.206153,
|
|
"recall-0.025": 0.273475,
|
|
"recall-0.05": 0.762851,
|
|
"recall-0.1": 0.969842,
|
|
"recall-0.15": 0.991775,
|
|
"recall-0.25": 0.999315,
|
|
"recall-0.5": 0.999315,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1461,
|
|
"mean": 0.08696,
|
|
"median": 0.04458,
|
|
"std": 0.100798,
|
|
"sem": 0.002638,
|
|
"min": 0.001024,
|
|
"max": 0.48577,
|
|
"recall-0.025": 0.303486,
|
|
"recall-0.05": 0.539303,
|
|
"recall-0.1": 0.717703,
|
|
"recall-0.15": 0.827068,
|
|
"recall-0.25": 0.911141,
|
|
"recall-0.5": 0.998633,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1449,
|
|
"mean": 0.07991,
|
|
"median": 0.040999,
|
|
"std": 0.095238,
|
|
"sem": 0.002503,
|
|
"min": 0.001199,
|
|
"max": 0.479186,
|
|
"recall-0.025": 0.314384,
|
|
"recall-0.05": 0.569863,
|
|
"recall-0.1": 0.756164,
|
|
"recall-0.15": 0.84589,
|
|
"recall-0.25": 0.910274,
|
|
"recall-0.5": 0.992466,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.55524,
|
|
"recall-0.05": 0.82085,
|
|
"recall-0.1": 0.95039,
|
|
"recall-0.15": 0.97235,
|
|
"recall-0.25": 0.98536,
|
|
"recall-0.5": 0.99847
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20225,
|
|
"pcp": 0.989288
|
|
}
|
|
```
|
|
|
|
### IkeaAsm
|
|
|
|
(duration 00:01:45)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.057706349948321835,
|
|
"avg_time_3d": 0.0003749907398020535,
|
|
"avg_fps": 17.217233420448125
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 479,
|
|
"total_labels": 479,
|
|
"total_preds": 713,
|
|
"considered_empty": 0,
|
|
"valid_preds": 421,
|
|
"invalid_preds": 292,
|
|
"missing": 58,
|
|
"invalid_fraction": 0.40954,
|
|
"precision": 0.59046,
|
|
"recall": 0.87891,
|
|
"f1": 0.70638,
|
|
"non_empty": 713
|
|
},
|
|
"mpjpe": {
|
|
"count": 421,
|
|
"mean": 0.090311,
|
|
"median": 0.07044,
|
|
"std": 0.072769,
|
|
"sem": 0.003551,
|
|
"min": 0.018825,
|
|
"max": 0.440503,
|
|
"recall-0.025": 0.033403,
|
|
"recall-0.05": 0.313152,
|
|
"recall-0.1": 0.628392,
|
|
"recall-0.15": 0.741127,
|
|
"recall-0.25": 0.839248,
|
|
"recall-0.5": 0.878914,
|
|
"num_labels": 479,
|
|
"ap-0.025": 0.001589,
|
|
"ap-0.05": 0.121974,
|
|
"ap-0.1": 0.425546,
|
|
"ap-0.15": 0.574657,
|
|
"ap-0.25": 0.700378,
|
|
"ap-0.5": 0.74095
|
|
},
|
|
"head": {
|
|
"count": 395,
|
|
"mean": 0.037978,
|
|
"median": 0.028136,
|
|
"std": 0.04301,
|
|
"sem": 0.002167,
|
|
"min": 0.003708,
|
|
"max": 0.46272,
|
|
"recall-0.025": 0.360619,
|
|
"recall-0.05": 0.712389,
|
|
"recall-0.1": 0.836283,
|
|
"recall-0.15": 0.860619,
|
|
"recall-0.25": 0.867257,
|
|
"recall-0.5": 0.873894,
|
|
"num_labels": 452
|
|
},
|
|
"shoulder_left": {
|
|
"count": 399,
|
|
"mean": 0.047351,
|
|
"median": 0.036868,
|
|
"std": 0.042961,
|
|
"sem": 0.002153,
|
|
"min": 0.012056,
|
|
"max": 0.419809,
|
|
"recall-0.025": 0.085903,
|
|
"recall-0.05": 0.651982,
|
|
"recall-0.1": 0.837004,
|
|
"recall-0.15": 0.854626,
|
|
"recall-0.25": 0.865639,
|
|
"recall-0.5": 0.878855,
|
|
"num_labels": 454
|
|
},
|
|
"shoulder_right": {
|
|
"count": 411,
|
|
"mean": 0.035551,
|
|
"median": 0.02768,
|
|
"std": 0.034857,
|
|
"sem": 0.001721,
|
|
"min": 0.004674,
|
|
"max": 0.434466,
|
|
"recall-0.025": 0.321199,
|
|
"recall-0.05": 0.779443,
|
|
"recall-0.1": 0.852248,
|
|
"recall-0.15": 0.869379,
|
|
"recall-0.25": 0.87152,
|
|
"recall-0.5": 0.880086,
|
|
"num_labels": 467
|
|
},
|
|
"elbow_left": {
|
|
"count": 386,
|
|
"mean": 0.039157,
|
|
"median": 0.021338,
|
|
"std": 0.052349,
|
|
"sem": 0.002668,
|
|
"min": 0.003295,
|
|
"max": 0.397965,
|
|
"recall-0.025": 0.498856,
|
|
"recall-0.05": 0.723112,
|
|
"recall-0.1": 0.810069,
|
|
"recall-0.15": 0.837529,
|
|
"recall-0.25": 0.867277,
|
|
"recall-0.5": 0.883295,
|
|
"num_labels": 437
|
|
},
|
|
"elbow_right": {
|
|
"count": 388,
|
|
"mean": 0.038601,
|
|
"median": 0.020984,
|
|
"std": 0.063012,
|
|
"sem": 0.003203,
|
|
"min": 0.00252,
|
|
"max": 0.483894,
|
|
"recall-0.025": 0.521542,
|
|
"recall-0.05": 0.743764,
|
|
"recall-0.1": 0.823129,
|
|
"recall-0.15": 0.84127,
|
|
"recall-0.25": 0.861678,
|
|
"recall-0.5": 0.879819,
|
|
"num_labels": 441
|
|
},
|
|
"wrist_left": {
|
|
"count": 381,
|
|
"mean": 0.038991,
|
|
"median": 0.022778,
|
|
"std": 0.059419,
|
|
"sem": 0.003048,
|
|
"min": 0.002309,
|
|
"max": 0.478187,
|
|
"recall-0.025": 0.490826,
|
|
"recall-0.05": 0.727064,
|
|
"recall-0.1": 0.811927,
|
|
"recall-0.15": 0.844037,
|
|
"recall-0.25": 0.855505,
|
|
"recall-0.5": 0.873853,
|
|
"num_labels": 436
|
|
},
|
|
"wrist_right": {
|
|
"count": 390,
|
|
"mean": 0.035529,
|
|
"median": 0.019869,
|
|
"std": 0.052884,
|
|
"sem": 0.002681,
|
|
"min": 0.001785,
|
|
"max": 0.436898,
|
|
"recall-0.025": 0.526906,
|
|
"recall-0.05": 0.755605,
|
|
"recall-0.1": 0.818386,
|
|
"recall-0.15": 0.836323,
|
|
"recall-0.25": 0.863229,
|
|
"recall-0.5": 0.874439,
|
|
"num_labels": 446
|
|
},
|
|
"hip_left": {
|
|
"count": 270,
|
|
"mean": 0.110117,
|
|
"median": 0.095453,
|
|
"std": 0.059675,
|
|
"sem": 0.003638,
|
|
"min": 0.020394,
|
|
"max": 0.488038,
|
|
"recall-0.025": 0.003185,
|
|
"recall-0.05": 0.022293,
|
|
"recall-0.1": 0.484076,
|
|
"recall-0.15": 0.757962,
|
|
"recall-0.25": 0.83121,
|
|
"recall-0.5": 0.859873,
|
|
"num_labels": 314
|
|
},
|
|
"hip_right": {
|
|
"count": 216,
|
|
"mean": 0.10354,
|
|
"median": 0.088354,
|
|
"std": 0.064804,
|
|
"sem": 0.00442,
|
|
"min": 0.030718,
|
|
"max": 0.497295,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.034615,
|
|
"recall-0.1": 0.553846,
|
|
"recall-0.15": 0.753846,
|
|
"recall-0.25": 0.8,
|
|
"recall-0.5": 0.830769,
|
|
"num_labels": 260
|
|
},
|
|
"knee_left": {
|
|
"count": 229,
|
|
"mean": 0.141471,
|
|
"median": 0.107198,
|
|
"std": 0.104835,
|
|
"sem": 0.006943,
|
|
"min": 0.010824,
|
|
"max": 0.491249,
|
|
"recall-0.025": 0.028986,
|
|
"recall-0.05": 0.108696,
|
|
"recall-0.1": 0.376812,
|
|
"recall-0.15": 0.583333,
|
|
"recall-0.25": 0.699275,
|
|
"recall-0.5": 0.82971,
|
|
"num_labels": 276
|
|
},
|
|
"knee_right": {
|
|
"count": 174,
|
|
"mean": 0.134976,
|
|
"median": 0.098818,
|
|
"std": 0.107431,
|
|
"sem": 0.008168,
|
|
"min": 0.015332,
|
|
"max": 0.484357,
|
|
"recall-0.025": 0.018605,
|
|
"recall-0.05": 0.148837,
|
|
"recall-0.1": 0.413953,
|
|
"recall-0.15": 0.576744,
|
|
"recall-0.25": 0.688372,
|
|
"recall-0.5": 0.809302,
|
|
"num_labels": 215
|
|
},
|
|
"ankle_left": {
|
|
"count": 64,
|
|
"mean": 0.342123,
|
|
"median": 0.366159,
|
|
"std": 0.110398,
|
|
"sem": 0.013909,
|
|
"min": 0.064544,
|
|
"max": 0.490279,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.0,
|
|
"recall-0.1": 0.022727,
|
|
"recall-0.15": 0.037879,
|
|
"recall-0.25": 0.098485,
|
|
"recall-0.5": 0.484848,
|
|
"num_labels": 132
|
|
},
|
|
"ankle_right": {
|
|
"count": 58,
|
|
"mean": 0.374104,
|
|
"median": 0.39311,
|
|
"std": 0.091766,
|
|
"sem": 0.012155,
|
|
"min": 0.118617,
|
|
"max": 0.491617,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.0,
|
|
"recall-0.1": 0.0,
|
|
"recall-0.15": 0.015748,
|
|
"recall-0.25": 0.055118,
|
|
"recall-0.5": 0.456693,
|
|
"num_labels": 127
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4457,
|
|
"recall-0.025": 0.28248,
|
|
"recall-0.05": 0.52704,
|
|
"recall-0.1": 0.69015,
|
|
"recall-0.15": 0.75858,
|
|
"recall-0.25": 0.79269,
|
|
"recall-0.5": 0.84227
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4313,
|
|
"correct_parts": 3410,
|
|
"pcp": 0.790633
|
|
}
|
|
```
|
|
|
|
### Tsinghua
|
|
|
|
(duration 00:01:51)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.12249499678611755,
|
|
"avg_time_3d": 0.0008533298969268799,
|
|
"avg_fps": 8.10712254386391
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 210,
|
|
"total_labels": 630,
|
|
"total_preds": 630,
|
|
"considered_empty": 0,
|
|
"valid_preds": 630,
|
|
"invalid_preds": 0,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 1.0,
|
|
"f1": 1.0,
|
|
"non_empty": 630
|
|
},
|
|
"mpjpe": {
|
|
"count": 630,
|
|
"mean": 0.055918,
|
|
"median": 0.051032,
|
|
"std": 0.018367,
|
|
"sem": 0.000732,
|
|
"min": 0.029282,
|
|
"max": 0.143654,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.434921,
|
|
"recall-0.1": 0.947619,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 0.221004,
|
|
"ap-0.1": 0.927404,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 598,
|
|
"mean": 0.040423,
|
|
"median": 0.038874,
|
|
"std": 0.0132,
|
|
"sem": 0.00054,
|
|
"min": 0.011364,
|
|
"max": 0.090952,
|
|
"recall-0.025": 0.11204,
|
|
"recall-0.05": 0.774247,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 598
|
|
},
|
|
"shoulder_left": {
|
|
"count": 630,
|
|
"mean": 0.062899,
|
|
"median": 0.060361,
|
|
"std": 0.019329,
|
|
"sem": 0.000771,
|
|
"min": 0.018922,
|
|
"max": 0.139218,
|
|
"recall-0.025": 0.003175,
|
|
"recall-0.05": 0.284127,
|
|
"recall-0.1": 0.971429,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"shoulder_right": {
|
|
"count": 630,
|
|
"mean": 0.066021,
|
|
"median": 0.065993,
|
|
"std": 0.019724,
|
|
"sem": 0.000786,
|
|
"min": 0.0267,
|
|
"max": 0.14349,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.271429,
|
|
"recall-0.1": 0.939683,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"elbow_left": {
|
|
"count": 630,
|
|
"mean": 0.052134,
|
|
"median": 0.049155,
|
|
"std": 0.020321,
|
|
"sem": 0.00081,
|
|
"min": 0.011709,
|
|
"max": 0.138718,
|
|
"recall-0.025": 0.050794,
|
|
"recall-0.05": 0.530159,
|
|
"recall-0.1": 0.974603,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"elbow_right": {
|
|
"count": 629,
|
|
"mean": 0.055119,
|
|
"median": 0.048445,
|
|
"std": 0.031498,
|
|
"sem": 0.001257,
|
|
"min": 0.007745,
|
|
"max": 0.228126,
|
|
"recall-0.025": 0.09539,
|
|
"recall-0.05": 0.534181,
|
|
"recall-0.1": 0.923688,
|
|
"recall-0.15": 0.971383,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"wrist_left": {
|
|
"count": 630,
|
|
"mean": 0.048089,
|
|
"median": 0.041114,
|
|
"std": 0.027026,
|
|
"sem": 0.001078,
|
|
"min": 0.00301,
|
|
"max": 0.213545,
|
|
"recall-0.025": 0.125397,
|
|
"recall-0.05": 0.647619,
|
|
"recall-0.1": 0.952381,
|
|
"recall-0.15": 0.987302,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"wrist_right": {
|
|
"count": 625,
|
|
"mean": 0.052284,
|
|
"median": 0.04672,
|
|
"std": 0.025691,
|
|
"sem": 0.001028,
|
|
"min": 0.007215,
|
|
"max": 0.226556,
|
|
"recall-0.025": 0.0864,
|
|
"recall-0.05": 0.5536,
|
|
"recall-0.1": 0.9488,
|
|
"recall-0.15": 0.9952,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 625
|
|
},
|
|
"hip_left": {
|
|
"count": 630,
|
|
"mean": 0.056765,
|
|
"median": 0.053281,
|
|
"std": 0.020535,
|
|
"sem": 0.000819,
|
|
"min": 0.014001,
|
|
"max": 0.17071,
|
|
"recall-0.025": 0.022222,
|
|
"recall-0.05": 0.407937,
|
|
"recall-0.1": 0.95873,
|
|
"recall-0.15": 0.995238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"hip_right": {
|
|
"count": 629,
|
|
"mean": 0.055321,
|
|
"median": 0.051038,
|
|
"std": 0.023338,
|
|
"sem": 0.000931,
|
|
"min": 0.004999,
|
|
"max": 0.140255,
|
|
"recall-0.025": 0.065183,
|
|
"recall-0.05": 0.488076,
|
|
"recall-0.1": 0.958665,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"knee_left": {
|
|
"count": 628,
|
|
"mean": 0.045803,
|
|
"median": 0.034817,
|
|
"std": 0.046062,
|
|
"sem": 0.00184,
|
|
"min": 0.00226,
|
|
"max": 0.364064,
|
|
"recall-0.025": 0.288217,
|
|
"recall-0.05": 0.734076,
|
|
"recall-0.1": 0.942675,
|
|
"recall-0.15": 0.961783,
|
|
"recall-0.25": 0.984076,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 628
|
|
},
|
|
"knee_right": {
|
|
"count": 629,
|
|
"mean": 0.053755,
|
|
"median": 0.036722,
|
|
"std": 0.072138,
|
|
"sem": 0.002879,
|
|
"min": 0.002669,
|
|
"max": 0.494333,
|
|
"recall-0.025": 0.267091,
|
|
"recall-0.05": 0.712242,
|
|
"recall-0.1": 0.933227,
|
|
"recall-0.15": 0.952305,
|
|
"recall-0.25": 0.958665,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"ankle_left": {
|
|
"count": 619,
|
|
"mean": 0.065276,
|
|
"median": 0.050521,
|
|
"std": 0.071559,
|
|
"sem": 0.002879,
|
|
"min": 0.012793,
|
|
"max": 0.482535,
|
|
"recall-0.025": 0.03231,
|
|
"recall-0.05": 0.49273,
|
|
"recall-0.1": 0.945073,
|
|
"recall-0.15": 0.959612,
|
|
"recall-0.25": 0.962843,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 619
|
|
},
|
|
"ankle_right": {
|
|
"count": 601,
|
|
"mean": 0.054328,
|
|
"median": 0.046953,
|
|
"std": 0.043021,
|
|
"sem": 0.001756,
|
|
"min": 0.01012,
|
|
"max": 0.476577,
|
|
"recall-0.025": 0.096463,
|
|
"recall-0.05": 0.527331,
|
|
"recall-0.1": 0.92926,
|
|
"recall-0.15": 0.946945,
|
|
"recall-0.25": 0.954984,
|
|
"recall-0.5": 0.966238,
|
|
"num_labels": 622
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 8129,
|
|
"recall-0.025": 0.09521,
|
|
"recall-0.05": 0.5334,
|
|
"recall-0.1": 0.95129,
|
|
"recall-0.15": 0.98155,
|
|
"recall-0.25": 0.98905,
|
|
"recall-0.5": 0.99742
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 8725,
|
|
"correct_parts": 8587,
|
|
"pcp": 0.984183
|
|
}
|
|
```
|
|
|
|
### H3WB
|
|
|
|
##### default joints
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.07019692094702469,
|
|
"avg_time_3d": 0.0003231123874061986,
|
|
"avg_fps": 14.180367658898387
|
|
}
|
|
{
|
|
"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": 0.024971,
|
|
"median": 0.023763,
|
|
"std": 0.008862,
|
|
"sem": 0.000628,
|
|
"min": 0.012001,
|
|
"max": 0.074839,
|
|
"recall-0.025": 0.57,
|
|
"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": 0.469072,
|
|
"ap-0.05": 0.984418,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"nose": {
|
|
"count": 200,
|
|
"mean": 0.043706,
|
|
"median": 0.035621,
|
|
"std": 0.033787,
|
|
"sem": 0.002395,
|
|
"min": 0.004482,
|
|
"max": 0.189964,
|
|
"recall-0.025": 0.37,
|
|
"recall-0.05": 0.71,
|
|
"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": 0.019033,
|
|
"median": 0.016999,
|
|
"std": 0.010274,
|
|
"sem": 0.000728,
|
|
"min": 0.00327,
|
|
"max": 0.064981,
|
|
"recall-0.025": 0.77,
|
|
"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
|
|
},
|
|
"shoulder_right": {
|
|
"count": 200,
|
|
"mean": 0.026164,
|
|
"median": 0.023125,
|
|
"std": 0.012796,
|
|
"sem": 0.000907,
|
|
"min": 0.006157,
|
|
"max": 0.075377,
|
|
"recall-0.025": 0.57,
|
|
"recall-0.05": 0.935,
|
|
"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": 0.015216,
|
|
"median": 0.011591,
|
|
"std": 0.013076,
|
|
"sem": 0.000927,
|
|
"min": 0.001038,
|
|
"max": 0.098801,
|
|
"recall-0.025": 0.875,
|
|
"recall-0.05": 0.98,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"elbow_right": {
|
|
"count": 200,
|
|
"mean": 0.020709,
|
|
"median": 0.014512,
|
|
"std": 0.018279,
|
|
"sem": 0.001296,
|
|
"min": 0.002652,
|
|
"max": 0.118555,
|
|
"recall-0.025": 0.735,
|
|
"recall-0.05": 0.915,
|
|
"recall-0.1": 0.995,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_left": {
|
|
"count": 200,
|
|
"mean": 0.024578,
|
|
"median": 0.017257,
|
|
"std": 0.02688,
|
|
"sem": 0.001905,
|
|
"min": 0.000802,
|
|
"max": 0.261247,
|
|
"recall-0.025": 0.725,
|
|
"recall-0.05": 0.91,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_right": {
|
|
"count": 200,
|
|
"mean": 0.032118,
|
|
"median": 0.023494,
|
|
"std": 0.029205,
|
|
"sem": 0.00207,
|
|
"min": 0.001103,
|
|
"max": 0.23071,
|
|
"recall-0.025": 0.525,
|
|
"recall-0.05": 0.83,
|
|
"recall-0.1": 0.97,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_left": {
|
|
"count": 200,
|
|
"mean": 0.036467,
|
|
"median": 0.034929,
|
|
"std": 0.014313,
|
|
"sem": 0.001015,
|
|
"min": 0.006136,
|
|
"max": 0.09849,
|
|
"recall-0.025": 0.215,
|
|
"recall-0.05": 0.845,
|
|
"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": 0.034682,
|
|
"median": 0.033326,
|
|
"std": 0.013764,
|
|
"sem": 0.000976,
|
|
"min": 0.003115,
|
|
"max": 0.076881,
|
|
"recall-0.025": 0.25,
|
|
"recall-0.05": 0.845,
|
|
"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": 0.018318,
|
|
"median": 0.013632,
|
|
"std": 0.014531,
|
|
"sem": 0.00103,
|
|
"min": 0.002782,
|
|
"max": 0.100895,
|
|
"recall-0.025": 0.78,
|
|
"recall-0.05": 0.97,
|
|
"recall-0.1": 0.995,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"knee_right": {
|
|
"count": 200,
|
|
"mean": 0.017774,
|
|
"median": 0.0126,
|
|
"std": 0.021883,
|
|
"sem": 0.001551,
|
|
"min": 0.001628,
|
|
"max": 0.248436,
|
|
"recall-0.025": 0.84,
|
|
"recall-0.05": 0.96,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_left": {
|
|
"count": 200,
|
|
"mean": 0.017516,
|
|
"median": 0.013814,
|
|
"std": 0.022897,
|
|
"sem": 0.001623,
|
|
"min": 0.002513,
|
|
"max": 0.232845,
|
|
"recall-0.025": 0.91,
|
|
"recall-0.05": 0.96,
|
|
"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": 0.018347,
|
|
"median": 0.013634,
|
|
"std": 0.022266,
|
|
"sem": 0.001578,
|
|
"min": 0.001808,
|
|
"max": 0.264653,
|
|
"recall-0.025": 0.835,
|
|
"recall-0.05": 0.965,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 2600,
|
|
"recall-0.025": 0.64577,
|
|
"recall-0.05": 0.90769,
|
|
"recall-0.1": 0.98692,
|
|
"recall-0.15": 0.99654,
|
|
"recall-0.25": 0.99923,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 2800,
|
|
"correct_parts": 2797,
|
|
"pcp": 0.998929
|
|
}
|
|
```
|
|
|
|
##### whole-body
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.08644666295302542,
|
|
"avg_time_3d": 0.0006727946432013261,
|
|
"avg_fps": 11.478492033716602
|
|
}
|
|
{
|
|
"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": 0.048869,
|
|
"median": 0.041028,
|
|
"std": 0.02694,
|
|
"sem": 0.00191,
|
|
"min": 0.021878,
|
|
"max": 0.244768,
|
|
"recall-0.025": 0.02,
|
|
"recall-0.05": 0.68,
|
|
"recall-0.1": 0.96,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200,
|
|
"ap-0.025": 0.004893,
|
|
"ap-0.05": 0.612983,
|
|
"ap-0.1": 0.95333,
|
|
"ap-0.15": 0.982961,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"nose": {
|
|
"count": 200,
|
|
"mean": 0.051588,
|
|
"median": 0.04253,
|
|
"std": 0.041215,
|
|
"sem": 0.002922,
|
|
"min": 0.004778,
|
|
"max": 0.258996,
|
|
"recall-0.025": 0.285,
|
|
"recall-0.05": 0.61,
|
|
"recall-0.1": 0.875,
|
|
"recall-0.15": 0.975,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"eye_left": {
|
|
"count": 200,
|
|
"mean": 0.044718,
|
|
"median": 0.034878,
|
|
"std": 0.031444,
|
|
"sem": 0.002229,
|
|
"min": 0.005777,
|
|
"max": 0.164617,
|
|
"recall-0.025": 0.325,
|
|
"recall-0.05": 0.675,
|
|
"recall-0.1": 0.915,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"eye_right": {
|
|
"count": 200,
|
|
"mean": 0.051131,
|
|
"median": 0.044672,
|
|
"std": 0.033522,
|
|
"sem": 0.002376,
|
|
"min": 0.004727,
|
|
"max": 0.194151,
|
|
"recall-0.025": 0.23,
|
|
"recall-0.05": 0.595,
|
|
"recall-0.1": 0.905,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ear_left": {
|
|
"count": 200,
|
|
"mean": 0.034799,
|
|
"median": 0.026707,
|
|
"std": 0.028328,
|
|
"sem": 0.002008,
|
|
"min": 0.004074,
|
|
"max": 0.196783,
|
|
"recall-0.025": 0.445,
|
|
"recall-0.05": 0.82,
|
|
"recall-0.1": 0.97,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ear_right": {
|
|
"count": 200,
|
|
"mean": 0.04394,
|
|
"median": 0.037015,
|
|
"std": 0.027701,
|
|
"sem": 0.001964,
|
|
"min": 0.003835,
|
|
"max": 0.133839,
|
|
"recall-0.025": 0.28,
|
|
"recall-0.05": 0.67,
|
|
"recall-0.1": 0.965,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_left": {
|
|
"count": 200,
|
|
"mean": 0.020137,
|
|
"median": 0.018308,
|
|
"std": 0.01136,
|
|
"sem": 0.000805,
|
|
"min": 0.001587,
|
|
"max": 0.096788,
|
|
"recall-0.025": 0.74,
|
|
"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
|
|
},
|
|
"shoulder_right": {
|
|
"count": 200,
|
|
"mean": 0.023694,
|
|
"median": 0.019472,
|
|
"std": 0.014816,
|
|
"sem": 0.00105,
|
|
"min": 0.001051,
|
|
"max": 0.091146,
|
|
"recall-0.025": 0.655,
|
|
"recall-0.05": 0.93,
|
|
"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": 0.021653,
|
|
"median": 0.0159,
|
|
"std": 0.019525,
|
|
"sem": 0.001384,
|
|
"min": 0.001613,
|
|
"max": 0.131488,
|
|
"recall-0.025": 0.755,
|
|
"recall-0.05": 0.95,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"elbow_right": {
|
|
"count": 200,
|
|
"mean": 0.025526,
|
|
"median": 0.018237,
|
|
"std": 0.022042,
|
|
"sem": 0.001562,
|
|
"min": 0.001078,
|
|
"max": 0.117042,
|
|
"recall-0.025": 0.625,
|
|
"recall-0.05": 0.88,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_left": {
|
|
"count": 200,
|
|
"mean": 0.031578,
|
|
"median": 0.020573,
|
|
"std": 0.037562,
|
|
"sem": 0.002663,
|
|
"min": 0.003098,
|
|
"max": 0.344977,
|
|
"recall-0.025": 0.59,
|
|
"recall-0.05": 0.855,
|
|
"recall-0.1": 0.955,
|
|
"recall-0.15": 0.97,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_right": {
|
|
"count": 200,
|
|
"mean": 0.043504,
|
|
"median": 0.028684,
|
|
"std": 0.054739,
|
|
"sem": 0.00388,
|
|
"min": 0.002623,
|
|
"max": 0.453945,
|
|
"recall-0.025": 0.455,
|
|
"recall-0.05": 0.76,
|
|
"recall-0.1": 0.92,
|
|
"recall-0.15": 0.955,
|
|
"recall-0.25": 0.99,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_left": {
|
|
"count": 200,
|
|
"mean": 0.031706,
|
|
"median": 0.028115,
|
|
"std": 0.015883,
|
|
"sem": 0.001126,
|
|
"min": 0.005344,
|
|
"max": 0.087771,
|
|
"recall-0.025": 0.4,
|
|
"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
|
|
},
|
|
"hip_right": {
|
|
"count": 200,
|
|
"mean": 0.031358,
|
|
"median": 0.028853,
|
|
"std": 0.015836,
|
|
"sem": 0.001123,
|
|
"min": 0.003002,
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"std": 0.072136,
|
|
"sem": 0.005166,
|
|
"min": 0.005135,
|
|
"max": 0.441351,
|
|
"recall-0.025": 0.3,
|
|
"recall-0.05": 0.595,
|
|
"recall-0.1": 0.81,
|
|
"recall-0.15": 0.9,
|
|
"recall-0.25": 0.94,
|
|
"recall-0.5": 0.98,
|
|
"num_labels": 200
|
|
},
|
|
"hip_middle": {
|
|
"count": 200,
|
|
"mean": 0.031138,
|
|
"median": 0.028396,
|
|
"std": 0.018331,
|
|
"sem": 0.001299,
|
|
"min": 0.004337,
|
|
"max": 0.180839,
|
|
"recall-0.025": 0.415,
|
|
"recall-0.05": 0.89,
|
|
"recall-0.1": 0.995,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_middle": {
|
|
"count": 200,
|
|
"mean": 0.01876,
|
|
"median": 0.015926,
|
|
"std": 0.011087,
|
|
"sem": 0.000786,
|
|
"min": 0.001721,
|
|
"max": 0.054583,
|
|
"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
|
|
},
|
|
"head": {
|
|
"count": 200,
|
|
"mean": 0.031273,
|
|
"median": 0.029666,
|
|
"std": 0.01731,
|
|
"sem": 0.001227,
|
|
"min": 0.00157,
|
|
"max": 0.11713,
|
|
"recall-0.025": 0.395,
|
|
"recall-0.05": 0.86,
|
|
"recall-0.1": 0.995,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"body_errors": {
|
|
"body": {
|
|
"count": 5195,
|
|
"mean": 0.030619,
|
|
"median": 0.023676,
|
|
"std": 0.02761,
|
|
"sem": 0.001958,
|
|
"min": 0.002529,
|
|
"max": 0.212981,
|
|
"num_labels": 5200
|
|
},
|
|
"face": {
|
|
"count": 13600,
|
|
"mean": 0.048095,
|
|
"median": 0.03911,
|
|
"std": 0.031732,
|
|
"sem": 0.002249,
|
|
"min": 0.006194,
|
|
"max": 0.200611,
|
|
"num_labels": 13600
|
|
},
|
|
"hand": {
|
|
"count": 8306,
|
|
"mean": 0.052948,
|
|
"median": 0.029793,
|
|
"std": 0.066687,
|
|
"sem": 0.004755,
|
|
"min": 0.003303,
|
|
"max": 0.432716,
|
|
"num_labels": 8400
|
|
}
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 27200,
|
|
"recall-0.025": 0.38254,
|
|
"recall-0.05": 0.69548,
|
|
"recall-0.1": 0.90996,
|
|
"recall-0.15": 0.96386,
|
|
"recall-0.25": 0.98581,
|
|
"recall-0.5": 0.99636
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 2800,
|
|
"correct_parts": 2791,
|
|
"pcp": 0.996786
|
|
}
|
|
```
|
|
|
|
### EgoHumans
|
|
|
|
##### tagging
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.1634286986456977,
|
|
"avg_time_3d": 0.0010383023156060112,
|
|
"avg_fps": 6.080247065703369
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 100,
|
|
"total_labels": 400,
|
|
"total_preds": 354,
|
|
"considered_empty": 0,
|
|
"valid_preds": 352,
|
|
"invalid_preds": 2,
|
|
"missing": 48,
|
|
"invalid_fraction": 0.00565,
|
|
"precision": 0.99435,
|
|
"recall": 0.88,
|
|
"f1": 0.93369,
|
|
"non_empty": 354
|
|
},
|
|
"mpjpe": {
|
|
"count": 352,
|
|
"mean": 0.038052,
|
|
"median": 0.03216,
|
|
"std": 0.02177,
|
|
"sem": 0.001162,
|
|
"min": 0.016412,
|
|
"max": 0.227347,
|
|
"recall-0.025": 0.17,
|
|
"recall-0.05": 0.755,
|
|
"recall-0.1": 0.8675,
|
|
"recall-0.15": 0.8725,
|
|
"recall-0.25": 0.88,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400,
|
|
"ap-0.025": 0.0372,
|
|
"ap-0.05": 0.678841,
|
|
"ap-0.1": 0.862522,
|
|
"ap-0.15": 0.872493,
|
|
"ap-0.25": 0.88,
|
|
"ap-0.5": 0.88
|
|
},
|
|
"head": {
|
|
"count": 352,
|
|
"mean": 0.04212,
|
|
"median": 0.036666,
|
|
"std": 0.026086,
|
|
"sem": 0.001392,
|
|
"min": 0.005474,
|
|
"max": 0.265279,
|
|
"recall-0.025": 0.22,
|
|
"recall-0.05": 0.6075,
|
|
"recall-0.1": 0.8725,
|
|
"recall-0.15": 0.875,
|
|
"recall-0.25": 0.875,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"shoulder_left": {
|
|
"count": 352,
|
|
"mean": 0.038597,
|
|
"median": 0.033732,
|
|
"std": 0.024641,
|
|
"sem": 0.001315,
|
|
"min": 0.005504,
|
|
"max": 0.264632,
|
|
"recall-0.025": 0.255,
|
|
"recall-0.05": 0.685,
|
|
"recall-0.1": 0.87,
|
|
"recall-0.15": 0.875,
|
|
"recall-0.25": 0.8775,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"shoulder_right": {
|
|
"count": 352,
|
|
"mean": 0.038539,
|
|
"median": 0.035393,
|
|
"std": 0.025932,
|
|
"sem": 0.001384,
|
|
"min": 0.004185,
|
|
"max": 0.378378,
|
|
"recall-0.025": 0.2375,
|
|
"recall-0.05": 0.7075,
|
|
"recall-0.1": 0.8675,
|
|
"recall-0.15": 0.8775,
|
|
"recall-0.25": 0.8775,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"elbow_left": {
|
|
"count": 351,
|
|
"mean": 0.027676,
|
|
"median": 0.023731,
|
|
"std": 0.019375,
|
|
"sem": 0.001036,
|
|
"min": 0.003068,
|
|
"max": 0.170425,
|
|
"recall-0.025": 0.4625,
|
|
"recall-0.05": 0.8075,
|
|
"recall-0.1": 0.8675,
|
|
"recall-0.15": 0.8725,
|
|
"recall-0.25": 0.8775,
|
|
"recall-0.5": 0.8775,
|
|
"num_labels": 400
|
|
},
|
|
"elbow_right": {
|
|
"count": 352,
|
|
"mean": 0.037706,
|
|
"median": 0.030229,
|
|
"std": 0.04125,
|
|
"sem": 0.002202,
|
|
"min": 0.004836,
|
|
"max": 0.494385,
|
|
"recall-0.025": 0.35,
|
|
"recall-0.05": 0.725,
|
|
"recall-0.1": 0.845,
|
|
"recall-0.15": 0.8675,
|
|
"recall-0.25": 0.875,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_left": {
|
|
"count": 352,
|
|
"mean": 0.032269,
|
|
"median": 0.026003,
|
|
"std": 0.028445,
|
|
"sem": 0.001518,
|
|
"min": 0.002374,
|
|
"max": 0.294686,
|
|
"recall-0.025": 0.4075,
|
|
"recall-0.05": 0.775,
|
|
"recall-0.1": 0.85,
|
|
"recall-0.15": 0.8725,
|
|
"recall-0.25": 0.8775,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_right": {
|
|
"count": 350,
|
|
"mean": 0.03623,
|
|
"median": 0.023135,
|
|
"std": 0.048003,
|
|
"sem": 0.00257,
|
|
"min": 0.001093,
|
|
"max": 0.394652,
|
|
"recall-0.025": 0.48,
|
|
"recall-0.05": 0.715,
|
|
"recall-0.1": 0.83,
|
|
"recall-0.15": 0.85,
|
|
"recall-0.25": 0.86,
|
|
"recall-0.5": 0.875,
|
|
"num_labels": 400
|
|
},
|
|
"hip_left": {
|
|
"count": 352,
|
|
"mean": 0.046087,
|
|
"median": 0.037663,
|
|
"std": 0.033402,
|
|
"sem": 0.001783,
|
|
"min": 0.003268,
|
|
"max": 0.347286,
|
|
"recall-0.025": 0.225,
|
|
"recall-0.05": 0.6175,
|
|
"recall-0.1": 0.81,
|
|
"recall-0.15": 0.875,
|
|
"recall-0.25": 0.8775,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"hip_right": {
|
|
"count": 352,
|
|
"mean": 0.04387,
|
|
"median": 0.036426,
|
|
"std": 0.031286,
|
|
"sem": 0.00167,
|
|
"min": 0.002758,
|
|
"max": 0.337234,
|
|
"recall-0.025": 0.215,
|
|
"recall-0.05": 0.63,
|
|
"recall-0.1": 0.8275,
|
|
"recall-0.15": 0.875,
|
|
"recall-0.25": 0.8775,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"knee_left": {
|
|
"count": 352,
|
|
"mean": 0.026163,
|
|
"median": 0.022106,
|
|
"std": 0.016751,
|
|
"sem": 0.000894,
|
|
"min": 0.00144,
|
|
"max": 0.121418,
|
|
"recall-0.025": 0.5125,
|
|
"recall-0.05": 0.815,
|
|
"recall-0.1": 0.875,
|
|
"recall-0.15": 0.88,
|
|
"recall-0.25": 0.88,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"knee_right": {
|
|
"count": 352,
|
|
"mean": 0.031423,
|
|
"median": 0.023752,
|
|
"std": 0.037684,
|
|
"sem": 0.002011,
|
|
"min": 0.004253,
|
|
"max": 0.466897,
|
|
"recall-0.025": 0.48,
|
|
"recall-0.05": 0.795,
|
|
"recall-0.1": 0.865,
|
|
"recall-0.15": 0.8675,
|
|
"recall-0.25": 0.8725,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"ankle_left": {
|
|
"count": 352,
|
|
"mean": 0.037612,
|
|
"median": 0.029984,
|
|
"std": 0.040079,
|
|
"sem": 0.002139,
|
|
"min": 0.003222,
|
|
"max": 0.45785,
|
|
"recall-0.025": 0.34,
|
|
"recall-0.05": 0.7325,
|
|
"recall-0.1": 0.855,
|
|
"recall-0.15": 0.87,
|
|
"recall-0.25": 0.8725,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"ankle_right": {
|
|
"count": 351,
|
|
"mean": 0.0489,
|
|
"median": 0.035262,
|
|
"std": 0.048086,
|
|
"sem": 0.00257,
|
|
"min": 0.004299,
|
|
"max": 0.409273,
|
|
"recall-0.025": 0.2475,
|
|
"recall-0.05": 0.605,
|
|
"recall-0.1": 0.7875,
|
|
"recall-0.15": 0.8525,
|
|
"recall-0.25": 0.865,
|
|
"recall-0.5": 0.8775,
|
|
"num_labels": 400
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 5200,
|
|
"recall-0.025": 0.34077,
|
|
"recall-0.05": 0.70904,
|
|
"recall-0.1": 0.84788,
|
|
"recall-0.15": 0.87,
|
|
"recall-0.25": 0.87423,
|
|
"recall-0.5": 0.87923
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5600,
|
|
"correct_parts": 4880,
|
|
"pcp": 0.871429
|
|
}
|
|
```
|
|
|
|
##### legoassemble
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.16724643406567272,
|
|
"avg_time_3d": 0.0010111460814604888,
|
|
"avg_fps": 5.943268642788918
|
|
}
|
|
{
|
|
"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": 0.029164,
|
|
"median": 0.027788,
|
|
"std": 0.008325,
|
|
"sem": 0.000438,
|
|
"min": 0.013877,
|
|
"max": 0.063812,
|
|
"recall-0.025": 0.344353,
|
|
"recall-0.05": 0.975207,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363,
|
|
"ap-0.025": 0.122284,
|
|
"ap-0.05": 0.964028,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 363,
|
|
"mean": 0.029617,
|
|
"median": 0.025232,
|
|
"std": 0.018893,
|
|
"sem": 0.000993,
|
|
"min": 0.001147,
|
|
"max": 0.112107,
|
|
"recall-0.025": 0.493113,
|
|
"recall-0.05": 0.856749,
|
|
"recall-0.1": 0.997245,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"shoulder_left": {
|
|
"count": 363,
|
|
"mean": 0.03239,
|
|
"median": 0.02617,
|
|
"std": 0.021564,
|
|
"sem": 0.001133,
|
|
"min": 0.003873,
|
|
"max": 0.153484,
|
|
"recall-0.025": 0.4573,
|
|
"recall-0.05": 0.84022,
|
|
"recall-0.1": 0.977961,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"shoulder_right": {
|
|
"count": 363,
|
|
"mean": 0.028807,
|
|
"median": 0.027798,
|
|
"std": 0.0147,
|
|
"sem": 0.000773,
|
|
"min": 0.003245,
|
|
"max": 0.107071,
|
|
"recall-0.025": 0.426997,
|
|
"recall-0.05": 0.911846,
|
|
"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": 0.023219,
|
|
"median": 0.020785,
|
|
"std": 0.016223,
|
|
"sem": 0.000853,
|
|
"min": 0.002906,
|
|
"max": 0.23055,
|
|
"recall-0.025": 0.652893,
|
|
"recall-0.05": 0.969697,
|
|
"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": 0.020129,
|
|
"median": 0.018367,
|
|
"std": 0.012083,
|
|
"sem": 0.000635,
|
|
"min": 0.001448,
|
|
"max": 0.117355,
|
|
"recall-0.025": 0.76584,
|
|
"recall-0.05": 0.980716,
|
|
"recall-0.1": 0.99449,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"wrist_left": {
|
|
"count": 363,
|
|
"mean": 0.024959,
|
|
"median": 0.019772,
|
|
"std": 0.021427,
|
|
"sem": 0.001126,
|
|
"min": 0.000366,
|
|
"max": 0.236533,
|
|
"recall-0.025": 0.672176,
|
|
"recall-0.05": 0.928375,
|
|
"recall-0.1": 0.991736,
|
|
"recall-0.15": 0.99449,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"wrist_right": {
|
|
"count": 363,
|
|
"mean": 0.020637,
|
|
"median": 0.01713,
|
|
"std": 0.015773,
|
|
"sem": 0.000829,
|
|
"min": 0.001243,
|
|
"max": 0.166534,
|
|
"recall-0.025": 0.721763,
|
|
"recall-0.05": 0.958678,
|
|
"recall-0.1": 0.99449,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"hip_left": {
|
|
"count": 363,
|
|
"mean": 0.042729,
|
|
"median": 0.040233,
|
|
"std": 0.01944,
|
|
"sem": 0.001022,
|
|
"min": 0.003893,
|
|
"max": 0.111099,
|
|
"recall-0.025": 0.184573,
|
|
"recall-0.05": 0.727273,
|
|
"recall-0.1": 0.988981,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"hip_right": {
|
|
"count": 363,
|
|
"mean": 0.039511,
|
|
"median": 0.0375,
|
|
"std": 0.020294,
|
|
"sem": 0.001067,
|
|
"min": 0.005076,
|
|
"max": 0.133689,
|
|
"recall-0.025": 0.242424,
|
|
"recall-0.05": 0.749311,
|
|
"recall-0.1": 0.991736,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"knee_left": {
|
|
"count": 363,
|
|
"mean": 0.031968,
|
|
"median": 0.022427,
|
|
"std": 0.027544,
|
|
"sem": 0.001448,
|
|
"min": 0.003086,
|
|
"max": 0.150748,
|
|
"recall-0.025": 0.550964,
|
|
"recall-0.05": 0.856749,
|
|
"recall-0.1": 0.953168,
|
|
"recall-0.15": 0.99449,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"knee_right": {
|
|
"count": 363,
|
|
"mean": 0.02589,
|
|
"median": 0.022757,
|
|
"std": 0.014944,
|
|
"sem": 0.000785,
|
|
"min": 0.002601,
|
|
"max": 0.084957,
|
|
"recall-0.025": 0.553719,
|
|
"recall-0.05": 0.92562,
|
|
"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": 0.03051,
|
|
"median": 0.024921,
|
|
"std": 0.020852,
|
|
"sem": 0.001096,
|
|
"min": 0.001532,
|
|
"max": 0.148278,
|
|
"recall-0.025": 0.504132,
|
|
"recall-0.05": 0.856749,
|
|
"recall-0.1": 0.983471,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"ankle_right": {
|
|
"count": 363,
|
|
"mean": 0.028768,
|
|
"median": 0.024115,
|
|
"std": 0.020511,
|
|
"sem": 0.001078,
|
|
"min": 0.003752,
|
|
"max": 0.160106,
|
|
"recall-0.025": 0.5427,
|
|
"recall-0.05": 0.889807,
|
|
"recall-0.1": 0.986226,
|
|
"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": 0.51854,
|
|
"recall-0.05": 0.87942,
|
|
"recall-0.1": 0.98707,
|
|
"recall-0.15": 0.99703,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5082,
|
|
"correct_parts": 5081,
|
|
"pcp": 0.999803
|
|
}
|
|
```
|
|
|
|
##### fencing
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.2512380465483054,
|
|
"avg_time_3d": 0.002534140379000933,
|
|
"avg_fps": 3.9405421536066614
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 166,
|
|
"total_labels": 332,
|
|
"total_preds": 933,
|
|
"considered_empty": 0,
|
|
"valid_preds": 332,
|
|
"invalid_preds": 601,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.64416,
|
|
"precision": 0.35584,
|
|
"recall": 1.0,
|
|
"f1": 0.5249,
|
|
"non_empty": 933
|
|
},
|
|
"mpjpe": {
|
|
"count": 332,
|
|
"mean": 0.026598,
|
|
"median": 0.023644,
|
|
"std": 0.008421,
|
|
"sem": 0.000463,
|
|
"min": 0.012107,
|
|
"max": 0.055536,
|
|
"recall-0.025": 0.572289,
|
|
"recall-0.05": 0.990964,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332,
|
|
"ap-0.025": 0.26883,
|
|
"ap-0.05": 0.640035,
|
|
"ap-0.1": 0.652445,
|
|
"ap-0.15": 0.652445,
|
|
"ap-0.25": 0.652445,
|
|
"ap-0.5": 0.652445
|
|
},
|
|
"head": {
|
|
"count": 332,
|
|
"mean": 0.041124,
|
|
"median": 0.040656,
|
|
"std": 0.021477,
|
|
"sem": 0.00118,
|
|
"min": 0.004259,
|
|
"max": 0.112898,
|
|
"recall-0.025": 0.274096,
|
|
"recall-0.05": 0.656627,
|
|
"recall-0.1": 0.98494,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"shoulder_left": {
|
|
"count": 332,
|
|
"mean": 0.030034,
|
|
"median": 0.029064,
|
|
"std": 0.01426,
|
|
"sem": 0.000784,
|
|
"min": 0.00209,
|
|
"max": 0.093038,
|
|
"recall-0.025": 0.313253,
|
|
"recall-0.05": 0.906627,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"shoulder_right": {
|
|
"count": 332,
|
|
"mean": 0.02942,
|
|
"median": 0.023376,
|
|
"std": 0.017706,
|
|
"sem": 0.000973,
|
|
"min": 0.006935,
|
|
"max": 0.100497,
|
|
"recall-0.025": 0.569277,
|
|
"recall-0.05": 0.870482,
|
|
"recall-0.1": 0.996988,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"elbow_left": {
|
|
"count": 332,
|
|
"mean": 0.018987,
|
|
"median": 0.015542,
|
|
"std": 0.012015,
|
|
"sem": 0.00066,
|
|
"min": 0.002472,
|
|
"max": 0.101389,
|
|
"recall-0.025": 0.810241,
|
|
"recall-0.05": 0.972892,
|
|
"recall-0.1": 0.996988,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"elbow_right": {
|
|
"count": 332,
|
|
"mean": 0.023388,
|
|
"median": 0.019172,
|
|
"std": 0.016048,
|
|
"sem": 0.000882,
|
|
"min": 0.002325,
|
|
"max": 0.097949,
|
|
"recall-0.025": 0.707831,
|
|
"recall-0.05": 0.915663,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"wrist_left": {
|
|
"count": 332,
|
|
"mean": 0.019221,
|
|
"median": 0.013759,
|
|
"std": 0.016795,
|
|
"sem": 0.000923,
|
|
"min": 0.002211,
|
|
"max": 0.114595,
|
|
"recall-0.025": 0.801205,
|
|
"recall-0.05": 0.933735,
|
|
"recall-0.1": 0.996988,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"wrist_right": {
|
|
"count": 332,
|
|
"mean": 0.025946,
|
|
"median": 0.017613,
|
|
"std": 0.022503,
|
|
"sem": 0.001237,
|
|
"min": 0.002362,
|
|
"max": 0.173359,
|
|
"recall-0.025": 0.668675,
|
|
"recall-0.05": 0.885542,
|
|
"recall-0.1": 0.98494,
|
|
"recall-0.15": 0.996988,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"hip_left": {
|
|
"count": 332,
|
|
"mean": 0.034035,
|
|
"median": 0.030367,
|
|
"std": 0.017533,
|
|
"sem": 0.000964,
|
|
"min": 0.004807,
|
|
"max": 0.118541,
|
|
"recall-0.025": 0.286145,
|
|
"recall-0.05": 0.864458,
|
|
"recall-0.1": 0.987952,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"hip_right": {
|
|
"count": 332,
|
|
"mean": 0.029803,
|
|
"median": 0.025177,
|
|
"std": 0.01786,
|
|
"sem": 0.000982,
|
|
"min": 0.002774,
|
|
"max": 0.115309,
|
|
"recall-0.025": 0.490964,
|
|
"recall-0.05": 0.873494,
|
|
"recall-0.1": 0.987952,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"knee_left": {
|
|
"count": 332,
|
|
"mean": 0.021361,
|
|
"median": 0.017762,
|
|
"std": 0.014778,
|
|
"sem": 0.000812,
|
|
"min": 0.001275,
|
|
"max": 0.087102,
|
|
"recall-0.025": 0.716867,
|
|
"recall-0.05": 0.936747,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"knee_right": {
|
|
"count": 332,
|
|
"mean": 0.019867,
|
|
"median": 0.013509,
|
|
"std": 0.0167,
|
|
"sem": 0.000918,
|
|
"min": 0.000879,
|
|
"max": 0.095043,
|
|
"recall-0.025": 0.746988,
|
|
"recall-0.05": 0.936747,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"ankle_left": {
|
|
"count": 332,
|
|
"mean": 0.020521,
|
|
"median": 0.017477,
|
|
"std": 0.010432,
|
|
"sem": 0.000573,
|
|
"min": 0.004132,
|
|
"max": 0.083164,
|
|
"recall-0.025": 0.692771,
|
|
"recall-0.05": 0.990964,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"ankle_right": {
|
|
"count": 332,
|
|
"mean": 0.032071,
|
|
"median": 0.030696,
|
|
"std": 0.012251,
|
|
"sem": 0.000673,
|
|
"min": 0.005935,
|
|
"max": 0.099234,
|
|
"recall-0.025": 0.216867,
|
|
"recall-0.05": 0.933735,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4316,
|
|
"recall-0.025": 0.55955,
|
|
"recall-0.05": 0.89805,
|
|
"recall-0.1": 0.99513,
|
|
"recall-0.15": 0.99977,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4648,
|
|
"correct_parts": 4648,
|
|
"pcp": 1.0
|
|
}
|
|
```
|
|
|
|
##### basketball
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.17362298727035522,
|
|
"avg_time_3d": 0.001382601261138916,
|
|
"avg_fps": 5.714103237451981
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 110,
|
|
"total_labels": 330,
|
|
"total_preds": 485,
|
|
"considered_empty": 0,
|
|
"valid_preds": 329,
|
|
"invalid_preds": 156,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.32165,
|
|
"precision": 0.67835,
|
|
"recall": 0.99697,
|
|
"f1": 0.80736,
|
|
"non_empty": 485
|
|
},
|
|
"mpjpe": {
|
|
"count": 329,
|
|
"mean": 0.042457,
|
|
"median": 0.038712,
|
|
"std": 0.017119,
|
|
"sem": 0.000945,
|
|
"min": 0.019183,
|
|
"max": 0.12981,
|
|
"recall-0.025": 0.066667,
|
|
"recall-0.05": 0.745455,
|
|
"recall-0.1": 0.984848,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330,
|
|
"ap-0.025": 0.004981,
|
|
"ap-0.05": 0.469102,
|
|
"ap-0.1": 0.696241,
|
|
"ap-0.15": 0.708874,
|
|
"ap-0.25": 0.708874,
|
|
"ap-0.5": 0.708874
|
|
},
|
|
"head": {
|
|
"count": 329,
|
|
"mean": 0.051211,
|
|
"median": 0.043471,
|
|
"std": 0.03206,
|
|
"sem": 0.00177,
|
|
"min": 0.008073,
|
|
"max": 0.341898,
|
|
"recall-0.025": 0.157576,
|
|
"recall-0.05": 0.593939,
|
|
"recall-0.1": 0.936364,
|
|
"recall-0.15": 0.990909,
|
|
"recall-0.25": 0.993939,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"shoulder_left": {
|
|
"count": 329,
|
|
"mean": 0.048514,
|
|
"median": 0.042409,
|
|
"std": 0.025476,
|
|
"sem": 0.001407,
|
|
"min": 0.004178,
|
|
"max": 0.168645,
|
|
"recall-0.025": 0.157576,
|
|
"recall-0.05": 0.618182,
|
|
"recall-0.1": 0.963636,
|
|
"recall-0.15": 0.987879,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"shoulder_right": {
|
|
"count": 329,
|
|
"mean": 0.042565,
|
|
"median": 0.038218,
|
|
"std": 0.026581,
|
|
"sem": 0.001468,
|
|
"min": 0.005377,
|
|
"max": 0.239751,
|
|
"recall-0.025": 0.239394,
|
|
"recall-0.05": 0.739394,
|
|
"recall-0.1": 0.954545,
|
|
"recall-0.15": 0.993939,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"elbow_left": {
|
|
"count": 329,
|
|
"mean": 0.048209,
|
|
"median": 0.039498,
|
|
"std": 0.032771,
|
|
"sem": 0.001809,
|
|
"min": 0.006562,
|
|
"max": 0.281878,
|
|
"recall-0.025": 0.251515,
|
|
"recall-0.05": 0.618182,
|
|
"recall-0.1": 0.930303,
|
|
"recall-0.15": 0.978788,
|
|
"recall-0.25": 0.993939,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"elbow_right": {
|
|
"count": 329,
|
|
"mean": 0.044556,
|
|
"median": 0.037746,
|
|
"std": 0.029977,
|
|
"sem": 0.001655,
|
|
"min": 0.002365,
|
|
"max": 0.198855,
|
|
"recall-0.025": 0.272727,
|
|
"recall-0.05": 0.669697,
|
|
"recall-0.1": 0.942424,
|
|
"recall-0.15": 0.981818,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"wrist_left": {
|
|
"count": 329,
|
|
"mean": 0.052327,
|
|
"median": 0.043441,
|
|
"std": 0.03961,
|
|
"sem": 0.002187,
|
|
"min": 0.00345,
|
|
"max": 0.316293,
|
|
"recall-0.025": 0.230303,
|
|
"recall-0.05": 0.584848,
|
|
"recall-0.1": 0.912121,
|
|
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|
|
"recall-0.25": 0.990909,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"wrist_right": {
|
|
"count": 329,
|
|
"mean": 0.049577,
|
|
"median": 0.042889,
|
|
"std": 0.032289,
|
|
"sem": 0.001783,
|
|
"min": 0.002432,
|
|
"max": 0.213404,
|
|
"recall-0.025": 0.20303,
|
|
"recall-0.05": 0.59697,
|
|
"recall-0.1": 0.924242,
|
|
"recall-0.15": 0.975758,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"hip_left": {
|
|
"count": 329,
|
|
"mean": 0.041858,
|
|
"median": 0.036794,
|
|
"std": 0.025247,
|
|
"sem": 0.001394,
|
|
"min": 0.00122,
|
|
"max": 0.182991,
|
|
"recall-0.025": 0.269697,
|
|
"recall-0.05": 0.690909,
|
|
"recall-0.1": 0.969697,
|
|
"recall-0.15": 0.990909,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"hip_right": {
|
|
"count": 329,
|
|
"mean": 0.042731,
|
|
"median": 0.039022,
|
|
"std": 0.025096,
|
|
"sem": 0.001386,
|
|
"min": 0.002491,
|
|
"max": 0.199011,
|
|
"recall-0.025": 0.245455,
|
|
"recall-0.05": 0.681818,
|
|
"recall-0.1": 0.966667,
|
|
"recall-0.15": 0.993939,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"knee_left": {
|
|
"count": 329,
|
|
"mean": 0.032896,
|
|
"median": 0.028806,
|
|
"std": 0.020837,
|
|
"sem": 0.001151,
|
|
"min": 0.003233,
|
|
"max": 0.119088,
|
|
"recall-0.025": 0.418182,
|
|
"recall-0.05": 0.8,
|
|
"recall-0.1": 0.984848,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"knee_right": {
|
|
"count": 329,
|
|
"mean": 0.033092,
|
|
"median": 0.027301,
|
|
"std": 0.020891,
|
|
"sem": 0.001154,
|
|
"min": 0.001302,
|
|
"max": 0.118836,
|
|
"recall-0.025": 0.430303,
|
|
"recall-0.05": 0.818182,
|
|
"recall-0.1": 0.987879,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"ankle_left": {
|
|
"count": 329,
|
|
"mean": 0.031418,
|
|
"median": 0.025562,
|
|
"std": 0.021484,
|
|
"sem": 0.001186,
|
|
"min": 0.002027,
|
|
"max": 0.162471,
|
|
"recall-0.025": 0.487879,
|
|
"recall-0.05": 0.866667,
|
|
"recall-0.1": 0.981818,
|
|
"recall-0.15": 0.993939,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"ankle_right": {
|
|
"count": 329,
|
|
"mean": 0.032982,
|
|
"median": 0.027403,
|
|
"std": 0.020584,
|
|
"sem": 0.001137,
|
|
"min": 0.00649,
|
|
"max": 0.134586,
|
|
"recall-0.025": 0.418182,
|
|
"recall-0.05": 0.845455,
|
|
"recall-0.1": 0.978788,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4290,
|
|
"recall-0.025": 0.28974,
|
|
"recall-0.05": 0.70093,
|
|
"recall-0.1": 0.95455,
|
|
"recall-0.15": 0.98695,
|
|
"recall-0.25": 0.99534,
|
|
"recall-0.5": 0.99697
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4620,
|
|
"correct_parts": 4577,
|
|
"pcp": 0.990693
|
|
}
|
|
```
|
|
|
|
##### volleyball
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.34771865767401616,
|
|
"avg_time_3d": 0.0036556377067222252,
|
|
"avg_fps": 2.845967998075758
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 121,
|
|
"total_labels": 484,
|
|
"total_preds": 638,
|
|
"considered_empty": 0,
|
|
"valid_preds": 483,
|
|
"invalid_preds": 155,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.24295,
|
|
"precision": 0.75705,
|
|
"recall": 0.99793,
|
|
"f1": 0.86096,
|
|
"non_empty": 638
|
|
},
|
|
"mpjpe": {
|
|
"count": 483,
|
|
"mean": 0.033506,
|
|
"median": 0.030012,
|
|
"std": 0.01458,
|
|
"sem": 0.000664,
|
|
"min": 0.015784,
|
|
"max": 0.144733,
|
|
"recall-0.025": 0.322314,
|
|
"recall-0.05": 0.880165,
|
|
"recall-0.1": 0.993802,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484,
|
|
"ap-0.025": 0.089136,
|
|
"ap-0.05": 0.631868,
|
|
"ap-0.1": 0.79803,
|
|
"ap-0.15": 0.80369,
|
|
"ap-0.25": 0.80369,
|
|
"ap-0.5": 0.80369
|
|
},
|
|
"head": {
|
|
"count": 483,
|
|
"mean": 0.033974,
|
|
"median": 0.02824,
|
|
"std": 0.02097,
|
|
"sem": 0.000955,
|
|
"min": 0.001777,
|
|
"max": 0.095067,
|
|
"recall-0.025": 0.433884,
|
|
"recall-0.05": 0.768595,
|
|
"recall-0.1": 0.997934,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"shoulder_left": {
|
|
"count": 483,
|
|
"mean": 0.034847,
|
|
"median": 0.028639,
|
|
"std": 0.01971,
|
|
"sem": 0.000898,
|
|
"min": 0.003916,
|
|
"max": 0.134038,
|
|
"recall-0.025": 0.373967,
|
|
"recall-0.05": 0.805785,
|
|
"recall-0.1": 0.985537,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"shoulder_right": {
|
|
"count": 483,
|
|
"mean": 0.032269,
|
|
"median": 0.027857,
|
|
"std": 0.018639,
|
|
"sem": 0.000849,
|
|
"min": 0.00309,
|
|
"max": 0.113488,
|
|
"recall-0.025": 0.431818,
|
|
"recall-0.05": 0.818182,
|
|
"recall-0.1": 0.995868,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"elbow_left": {
|
|
"count": 483,
|
|
"mean": 0.033892,
|
|
"median": 0.027264,
|
|
"std": 0.024441,
|
|
"sem": 0.001113,
|
|
"min": 0.002596,
|
|
"max": 0.237523,
|
|
"recall-0.025": 0.43595,
|
|
"recall-0.05": 0.809917,
|
|
"recall-0.1": 0.979339,
|
|
"recall-0.15": 0.989669,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"elbow_right": {
|
|
"count": 482,
|
|
"mean": 0.035618,
|
|
"median": 0.028517,
|
|
"std": 0.030607,
|
|
"sem": 0.001396,
|
|
"min": 0.003997,
|
|
"max": 0.296373,
|
|
"recall-0.025": 0.421488,
|
|
"recall-0.05": 0.811983,
|
|
"recall-0.1": 0.964876,
|
|
"recall-0.15": 0.985537,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.995868,
|
|
"num_labels": 484
|
|
},
|
|
"wrist_left": {
|
|
"count": 483,
|
|
"mean": 0.040648,
|
|
"median": 0.031792,
|
|
"std": 0.031373,
|
|
"sem": 0.001429,
|
|
"min": 0.00382,
|
|
"max": 0.298775,
|
|
"recall-0.025": 0.36157,
|
|
"recall-0.05": 0.735537,
|
|
"recall-0.1": 0.954545,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.995868,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"wrist_right": {
|
|
"count": 480,
|
|
"mean": 0.040225,
|
|
"median": 0.032117,
|
|
"std": 0.034882,
|
|
"sem": 0.001594,
|
|
"min": 0.001932,
|
|
"max": 0.332086,
|
|
"recall-0.025": 0.336777,
|
|
"recall-0.05": 0.768595,
|
|
"recall-0.1": 0.938017,
|
|
"recall-0.15": 0.975207,
|
|
"recall-0.25": 0.985537,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"hip_left": {
|
|
"count": 483,
|
|
"mean": 0.036589,
|
|
"median": 0.03389,
|
|
"std": 0.019637,
|
|
"sem": 0.000894,
|
|
"min": 0.002362,
|
|
"max": 0.164083,
|
|
"recall-0.025": 0.268595,
|
|
"recall-0.05": 0.807851,
|
|
"recall-0.1": 0.983471,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"hip_right": {
|
|
"count": 483,
|
|
"mean": 0.041805,
|
|
"median": 0.032937,
|
|
"std": 0.028549,
|
|
"sem": 0.0013,
|
|
"min": 0.002496,
|
|
"max": 0.149132,
|
|
"recall-0.025": 0.299587,
|
|
"recall-0.05": 0.758264,
|
|
"recall-0.1": 0.938017,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"knee_left": {
|
|
"count": 483,
|
|
"mean": 0.023108,
|
|
"median": 0.019006,
|
|
"std": 0.01728,
|
|
"sem": 0.000787,
|
|
"min": 0.000915,
|
|
"max": 0.220445,
|
|
"recall-0.025": 0.696281,
|
|
"recall-0.05": 0.915289,
|
|
"recall-0.1": 0.995868,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"knee_right": {
|
|
"count": 483,
|
|
"mean": 0.024309,
|
|
"median": 0.01992,
|
|
"std": 0.01531,
|
|
"sem": 0.000697,
|
|
"min": 0.002969,
|
|
"max": 0.101923,
|
|
"recall-0.025": 0.626033,
|
|
"recall-0.05": 0.923554,
|
|
"recall-0.1": 0.995868,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"ankle_left": {
|
|
"count": 483,
|
|
"mean": 0.027175,
|
|
"median": 0.022889,
|
|
"std": 0.030423,
|
|
"sem": 0.001386,
|
|
"min": 0.003127,
|
|
"max": 0.497796,
|
|
"recall-0.025": 0.572314,
|
|
"recall-0.05": 0.931818,
|
|
"recall-0.1": 0.989669,
|
|
"recall-0.15": 0.993802,
|
|
"recall-0.25": 0.993802,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"ankle_right": {
|
|
"count": 483,
|
|
"mean": 0.026666,
|
|
"median": 0.024036,
|
|
"std": 0.015383,
|
|
"sem": 0.000701,
|
|
"min": 0.000929,
|
|
"max": 0.085726,
|
|
"recall-0.025": 0.533058,
|
|
"recall-0.05": 0.907025,
|
|
"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": 0.44437,
|
|
"recall-0.05": 0.82629,
|
|
"recall-0.1": 0.97743,
|
|
"recall-0.15": 0.99317,
|
|
"recall-0.25": 0.99587,
|
|
"recall-0.5": 0.9973
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6776,
|
|
"correct_parts": 6740,
|
|
"pcp": 0.994687
|
|
}
|
|
```
|
|
|
|
##### badminton
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.2998148471633823,
|
|
"avg_time_3d": 0.0030782498376217883,
|
|
"avg_fps": 3.301494850497319
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 183,
|
|
"total_labels": 732,
|
|
"total_preds": 748,
|
|
"considered_empty": 0,
|
|
"valid_preds": 732,
|
|
"invalid_preds": 16,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.02139,
|
|
"precision": 0.97861,
|
|
"recall": 1.0,
|
|
"f1": 0.98919,
|
|
"non_empty": 748
|
|
},
|
|
"mpjpe": {
|
|
"count": 732,
|
|
"mean": 0.028001,
|
|
"median": 0.026966,
|
|
"std": 0.00807,
|
|
"sem": 0.000298,
|
|
"min": 0.013385,
|
|
"max": 0.069315,
|
|
"recall-0.025": 0.416667,
|
|
"recall-0.05": 0.990437,
|
|
"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": 0.322132,
|
|
"ap-0.05": 0.974836,
|
|
"ap-0.1": 0.989486,
|
|
"ap-0.15": 0.989486,
|
|
"ap-0.25": 0.989486,
|
|
"ap-0.5": 0.989486
|
|
},
|
|
"head": {
|
|
"count": 732,
|
|
"mean": 0.030725,
|
|
"median": 0.02803,
|
|
"std": 0.016759,
|
|
"sem": 0.00062,
|
|
"min": 0.002585,
|
|
"max": 0.124817,
|
|
"recall-0.025": 0.42623,
|
|
"recall-0.05": 0.863388,
|
|
"recall-0.1": 0.995902,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"shoulder_left": {
|
|
"count": 732,
|
|
"mean": 0.034591,
|
|
"median": 0.033745,
|
|
"std": 0.015466,
|
|
"sem": 0.000572,
|
|
"min": 0.00368,
|
|
"max": 0.101196,
|
|
"recall-0.025": 0.301913,
|
|
"recall-0.05": 0.852459,
|
|
"recall-0.1": 0.998634,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"shoulder_right": {
|
|
"count": 732,
|
|
"mean": 0.028495,
|
|
"median": 0.026963,
|
|
"std": 0.014135,
|
|
"sem": 0.000523,
|
|
"min": 0.002521,
|
|
"max": 0.121914,
|
|
"recall-0.025": 0.438525,
|
|
"recall-0.05": 0.938525,
|
|
"recall-0.1": 0.995902,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"elbow_left": {
|
|
"count": 732,
|
|
"mean": 0.027617,
|
|
"median": 0.023849,
|
|
"std": 0.015183,
|
|
"sem": 0.000562,
|
|
"min": 0.002418,
|
|
"max": 0.115898,
|
|
"recall-0.025": 0.546448,
|
|
"recall-0.05": 0.915301,
|
|
"recall-0.1": 0.998634,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"elbow_right": {
|
|
"count": 732,
|
|
"mean": 0.025292,
|
|
"median": 0.023068,
|
|
"std": 0.014402,
|
|
"sem": 0.000533,
|
|
"min": 0.000461,
|
|
"max": 0.088342,
|
|
"recall-0.025": 0.556011,
|
|
"recall-0.05": 0.92623,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"wrist_left": {
|
|
"count": 732,
|
|
"mean": 0.031237,
|
|
"median": 0.027434,
|
|
"std": 0.020857,
|
|
"sem": 0.000771,
|
|
"min": 0.001005,
|
|
"max": 0.134994,
|
|
"recall-0.025": 0.459016,
|
|
"recall-0.05": 0.868852,
|
|
"recall-0.1": 0.989071,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"wrist_right": {
|
|
"count": 732,
|
|
"mean": 0.031657,
|
|
"median": 0.028448,
|
|
"std": 0.02103,
|
|
"sem": 0.000778,
|
|
"min": 0.004017,
|
|
"max": 0.366511,
|
|
"recall-0.025": 0.422131,
|
|
"recall-0.05": 0.864754,
|
|
"recall-0.1": 0.993169,
|
|
"recall-0.15": 0.998634,
|
|
"recall-0.25": 0.998634,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"hip_left": {
|
|
"count": 732,
|
|
"mean": 0.031568,
|
|
"median": 0.03033,
|
|
"std": 0.013521,
|
|
"sem": 0.0005,
|
|
"min": 0.001866,
|
|
"max": 0.111316,
|
|
"recall-0.025": 0.329235,
|
|
"recall-0.05": 0.905738,
|
|
"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": 0.031111,
|
|
"median": 0.029836,
|
|
"std": 0.014107,
|
|
"sem": 0.000522,
|
|
"min": 0.002793,
|
|
"max": 0.082189,
|
|
"recall-0.025": 0.362022,
|
|
"recall-0.05": 0.893443,
|
|
"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": 0.020659,
|
|
"median": 0.019328,
|
|
"std": 0.010091,
|
|
"sem": 0.000373,
|
|
"min": 0.001402,
|
|
"max": 0.081325,
|
|
"recall-0.025": 0.714481,
|
|
"recall-0.05": 0.993169,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"knee_right": {
|
|
"count": 732,
|
|
"mean": 0.022864,
|
|
"median": 0.020991,
|
|
"std": 0.011312,
|
|
"sem": 0.000418,
|
|
"min": 0.003084,
|
|
"max": 0.132459,
|
|
"recall-0.025": 0.670765,
|
|
"recall-0.05": 0.980874,
|
|
"recall-0.1": 0.998634,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"ankle_left": {
|
|
"count": 732,
|
|
"mean": 0.023562,
|
|
"median": 0.021972,
|
|
"std": 0.012322,
|
|
"sem": 0.000456,
|
|
"min": 0.00114,
|
|
"max": 0.084624,
|
|
"recall-0.025": 0.612022,
|
|
"recall-0.05": 0.960383,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"ankle_right": {
|
|
"count": 732,
|
|
"mean": 0.024642,
|
|
"median": 0.023251,
|
|
"std": 0.011723,
|
|
"sem": 0.000434,
|
|
"min": 0.002176,
|
|
"max": 0.087031,
|
|
"recall-0.025": 0.576503,
|
|
"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
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 9516,
|
|
"recall-0.025": 0.49306,
|
|
"recall-0.05": 0.91761,
|
|
"recall-0.1": 0.99737,
|
|
"recall-0.15": 0.99989,
|
|
"recall-0.25": 0.99989,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10248,
|
|
"correct_parts": 10247,
|
|
"pcp": 0.999902
|
|
}
|
|
```
|
|
|
|
##### tennis
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.3612589710637143,
|
|
"avg_time_3d": 0.001954102376748247,
|
|
"avg_fps": 2.7532048627206662
|
|
}
|
|
{
|
|
"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": 0.024706,
|
|
"median": 0.023376,
|
|
"std": 0.009405,
|
|
"sem": 0.000495,
|
|
"min": 0.013963,
|
|
"max": 0.130438,
|
|
"recall-0.025": 0.59116,
|
|
"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": 0.43043,
|
|
"ap-0.05": 0.982848,
|
|
"ap-0.1": 0.997131,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 362,
|
|
"mean": 0.037107,
|
|
"median": 0.036994,
|
|
"std": 0.014652,
|
|
"sem": 0.000771,
|
|
"min": 0.003212,
|
|
"max": 0.124444,
|
|
"recall-0.025": 0.196133,
|
|
"recall-0.05": 0.839779,
|
|
"recall-0.1": 0.991713,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"shoulder_left": {
|
|
"count": 362,
|
|
"mean": 0.024314,
|
|
"median": 0.021051,
|
|
"std": 0.016349,
|
|
"sem": 0.00086,
|
|
"min": 0.002592,
|
|
"max": 0.191377,
|
|
"recall-0.025": 0.616022,
|
|
"recall-0.05": 0.961326,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"shoulder_right": {
|
|
"count": 362,
|
|
"mean": 0.030729,
|
|
"median": 0.028529,
|
|
"std": 0.01447,
|
|
"sem": 0.000762,
|
|
"min": 0.004766,
|
|
"max": 0.119156,
|
|
"recall-0.025": 0.38674,
|
|
"recall-0.05": 0.900552,
|
|
"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": 0.01908,
|
|
"median": 0.015487,
|
|
"std": 0.013031,
|
|
"sem": 0.000686,
|
|
"min": 0.001985,
|
|
"max": 0.110283,
|
|
"recall-0.025": 0.776243,
|
|
"recall-0.05": 0.966851,
|
|
"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": 0.021372,
|
|
"median": 0.018405,
|
|
"std": 0.01528,
|
|
"sem": 0.000804,
|
|
"min": 0.002919,
|
|
"max": 0.154667,
|
|
"recall-0.025": 0.70442,
|
|
"recall-0.05": 0.975138,
|
|
"recall-0.1": 0.98895,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"wrist_left": {
|
|
"count": 362,
|
|
"mean": 0.024198,
|
|
"median": 0.020844,
|
|
"std": 0.014683,
|
|
"sem": 0.000773,
|
|
"min": 0.002876,
|
|
"max": 0.125489,
|
|
"recall-0.025": 0.618785,
|
|
"recall-0.05": 0.939227,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"wrist_right": {
|
|
"count": 362,
|
|
"mean": 0.028523,
|
|
"median": 0.022245,
|
|
"std": 0.029502,
|
|
"sem": 0.001553,
|
|
"min": 0.000956,
|
|
"max": 0.317255,
|
|
"recall-0.025": 0.610497,
|
|
"recall-0.05": 0.88674,
|
|
"recall-0.1": 0.983425,
|
|
"recall-0.15": 0.98895,
|
|
"recall-0.25": 0.994475,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"hip_left": {
|
|
"count": 362,
|
|
"mean": 0.02606,
|
|
"median": 0.023303,
|
|
"std": 0.014419,
|
|
"sem": 0.000759,
|
|
"min": 0.004382,
|
|
"max": 0.105688,
|
|
"recall-0.025": 0.549724,
|
|
"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": 0.02718,
|
|
"median": 0.024014,
|
|
"std": 0.016933,
|
|
"sem": 0.000891,
|
|
"min": 0.001527,
|
|
"max": 0.201031,
|
|
"recall-0.025": 0.530387,
|
|
"recall-0.05": 0.941989,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"knee_left": {
|
|
"count": 362,
|
|
"mean": 0.014291,
|
|
"median": 0.012937,
|
|
"std": 0.007554,
|
|
"sem": 0.000398,
|
|
"min": 0.001143,
|
|
"max": 0.047464,
|
|
"recall-0.025": 0.917127,
|
|
"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": 0.015976,
|
|
"median": 0.013446,
|
|
"std": 0.016267,
|
|
"sem": 0.000856,
|
|
"min": 0.001447,
|
|
"max": 0.26013,
|
|
"recall-0.025": 0.889503,
|
|
"recall-0.05": 0.98895,
|
|
"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": 0.027287,
|
|
"median": 0.025675,
|
|
"std": 0.010564,
|
|
"sem": 0.000556,
|
|
"min": 0.007553,
|
|
"max": 0.073418,
|
|
"recall-0.025": 0.469613,
|
|
"recall-0.05": 0.961326,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"ankle_right": {
|
|
"count": 362,
|
|
"mean": 0.025062,
|
|
"median": 0.021241,
|
|
"std": 0.028536,
|
|
"sem": 0.001502,
|
|
"min": 0.001405,
|
|
"max": 0.495127,
|
|
"recall-0.025": 0.629834,
|
|
"recall-0.05": 0.964088,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 0.994475,
|
|
"recall-0.25": 0.997238,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4706,
|
|
"recall-0.025": 0.60582,
|
|
"recall-0.05": 0.94241,
|
|
"recall-0.1": 0.99384,
|
|
"recall-0.15": 0.99745,
|
|
"recall-0.25": 0.99894,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5068,
|
|
"correct_parts": 5059,
|
|
"pcp": 0.998224
|
|
}
|
|
```
|