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": 0.048328,
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"median": 0.043186,
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"std": 0.01475,
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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": 0.345738,
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"ap-0.1": 0.704294,
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"ap-0.15": 0.715696,
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"ap-0.25": 0.715696,
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"ap-0.5": 0.715696
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},
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"head": {
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"count": 477,
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"mean": 0.055213,
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"median": 0.049788,
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"std": 0.025973,
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"sem": 0.00119,
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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": 0.04442,
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"median": 0.038938,
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"std": 0.020658,
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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": 0.050591,
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"median": 0.045337,
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"std": 0.024506,
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"sem": 0.001123,
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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": 0.040792,
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"median": 0.034056,
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"std": 0.025923,
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"sem": 0.001188,
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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": 0.05355,
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"median": 0.044068,
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"std": 0.042016,
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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": 0.046099,
|
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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": 0.058138,
|
|
"median": 0.053924,
|
|
"std": 0.030037,
|
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"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": 0.047816,
|
|
"median": 0.043075,
|
|
"std": 0.026357,
|
|
"sem": 0.001208,
|
|
"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": 0.058044,
|
|
"median": 0.056365,
|
|
"std": 0.025492,
|
|
"sem": 0.001168,
|
|
"min": 0.005189,
|
|
"max": 0.136207,
|
|
"recall-0.025": 0.109015,
|
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"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": 0.039973,
|
|
"median": 0.03745,
|
|
"std": 0.024369,
|
|
"sem": 0.001117,
|
|
"min": 0.005407,
|
|
"max": 0.195502,
|
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"recall-0.025": 0.262055,
|
|
"recall-0.05": 0.765199,
|
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"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": 0.039398,
|
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"median": 0.034816,
|
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"std": 0.023356,
|
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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": 0.03731,
|
|
"median": 0.03105,
|
|
"std": 0.030824,
|
|
"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": 0.041422,
|
|
"median": 0.031787,
|
|
"std": 0.038009,
|
|
"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": 0.042817,
|
|
"median": 0.037959,
|
|
"std": 0.020594,
|
|
"sem": 0.000538,
|
|
"min": 0.01189,
|
|
"max": 0.147865,
|
|
"recall-0.025": 0.152797,
|
|
"recall-0.05": 0.744884,
|
|
"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": 0.063521,
|
|
"ap-0.05": 0.667687,
|
|
"ap-0.1": 0.959224,
|
|
"ap-0.15": 0.984437,
|
|
"ap-0.25": 0.984437,
|
|
"ap-0.5": 0.984437
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.015907,
|
|
"median": 0.012411,
|
|
"std": 0.017684,
|
|
"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": 0.021465,
|
|
"median": 0.019035,
|
|
"std": 0.011281,
|
|
"sem": 0.000295,
|
|
"min": 0.002677,
|
|
"max": 0.095793,
|
|
"recall-0.025": 0.703956,
|
|
"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": 0.022778,
|
|
"median": 0.019616,
|
|
"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": 0.026243,
|
|
"median": 0.017755,
|
|
"std": 0.028785,
|
|
"sem": 0.000753,
|
|
"min": 0.001259,
|
|
"max": 0.323155,
|
|
"recall-0.025": 0.703754,
|
|
"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": 0.023204,
|
|
"median": 0.018218,
|
|
"std": 0.017343,
|
|
"sem": 0.000454,
|
|
"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": 0.035069,
|
|
"median": 0.017008,
|
|
"std": 0.050423,
|
|
"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": 0.023797,
|
|
"median": 0.01627,
|
|
"std": 0.022489,
|
|
"sem": 0.00059,
|
|
"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": 0.059468,
|
|
"median": 0.053528,
|
|
"std": 0.02996,
|
|
"sem": 0.000784,
|
|
"min": 0.005563,
|
|
"max": 0.17979,
|
|
"recall-0.025": 0.068259,
|
|
"recall-0.05": 0.422526,
|
|
"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": 0.058652,
|
|
"median": 0.054479,
|
|
"std": 0.028985,
|
|
"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": 0.052216,
|
|
"median": 0.042835,
|
|
"std": 0.043227,
|
|
"sem": 0.001131,
|
|
"min": 0.001938,
|
|
"max": 0.349881,
|
|
"recall-0.025": 0.187713,
|
|
"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": 0.048464,
|
|
"median": 0.042688,
|
|
"std": 0.029819,
|
|
"sem": 0.000781,
|
|
"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": 0.083259,
|
|
"median": 0.037347,
|
|
"std": 0.10612,
|
|
"sem": 0.002785,
|
|
"min": 0.002453,
|
|
"max": 0.495774,
|
|
"recall-0.025": 0.361586,
|
|
"recall-0.05": 0.586466,
|
|
"recall-0.1": 0.729323,
|
|
"recall-0.15": 0.819549,
|
|
"recall-0.25": 0.912509,
|
|
"recall-0.5": 0.993165,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1450,
|
|
"mean": 0.078906,
|
|
"median": 0.033588,
|
|
"std": 0.105569,
|
|
"sem": 0.002773,
|
|
"min": 0.001061,
|
|
"max": 0.4981,
|
|
"recall-0.025": 0.367808,
|
|
"recall-0.05": 0.684247,
|
|
"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": 0.48726,
|
|
"recall-0.05": 0.75045,
|
|
"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": 19977,
|
|
"pcp": 0.977157
|
|
}
|
|
```
|
|
|
|
##### 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": 0.2057144705842181,
|
|
"avg_time_3d": 0.001667153544542266,
|
|
"avg_fps": 4.822028008513975
|
|
}
|
|
{
|
|
"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": 0.036962,
|
|
"median": 0.032321,
|
|
"std": 0.01707,
|
|
"sem": 0.000446,
|
|
"min": 0.013848,
|
|
"max": 0.136363,
|
|
"recall-0.025": 0.186903,
|
|
"recall-0.05": 0.855389,
|
|
"recall-0.1": 0.989086,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.086458,
|
|
"ap-0.05": 0.814354,
|
|
"ap-0.1": 0.977876,
|
|
"ap-0.15": 0.989333,
|
|
"ap-0.25": 0.989333,
|
|
"ap-0.5": 0.989333
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.012447,
|
|
"median": 0.010918,
|
|
"std": 0.007836,
|
|
"sem": 0.000205,
|
|
"min": 0.000855,
|
|
"max": 0.124831,
|
|
"recall-0.025": 0.954204,
|
|
"recall-0.05": 0.993165,
|
|
"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": 0.01866,
|
|
"median": 0.016682,
|
|
"std": 0.00954,
|
|
"sem": 0.000249,
|
|
"min": 0.001103,
|
|
"max": 0.11138,
|
|
"recall-0.025": 0.802183,
|
|
"recall-0.05": 0.992497,
|
|
"recall-0.1": 0.998636,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1464,
|
|
"mean": 0.020534,
|
|
"median": 0.019244,
|
|
"std": 0.009021,
|
|
"sem": 0.000236,
|
|
"min": 0.000512,
|
|
"max": 0.087963,
|
|
"recall-0.025": 0.769283,
|
|
"recall-0.05": 0.987713,
|
|
"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": 0.021075,
|
|
"median": 0.018642,
|
|
"std": 0.012409,
|
|
"sem": 0.000324,
|
|
"min": 0.002104,
|
|
"max": 0.147682,
|
|
"recall-0.025": 0.706485,
|
|
"recall-0.05": 0.972014,
|
|
"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": 0.019513,
|
|
"median": 0.017384,
|
|
"std": 0.01139,
|
|
"sem": 0.000298,
|
|
"min": 0.001927,
|
|
"max": 0.132247,
|
|
"recall-0.025": 0.803828,
|
|
"recall-0.05": 0.972659,
|
|
"recall-0.1": 0.997949,
|
|
"recall-0.15": 0.999316,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1433,
|
|
"mean": 0.020962,
|
|
"median": 0.015206,
|
|
"std": 0.021009,
|
|
"sem": 0.000555,
|
|
"min": 0.001506,
|
|
"max": 0.194344,
|
|
"recall-0.025": 0.763598,
|
|
"recall-0.05": 0.939331,
|
|
"recall-0.1": 0.983264,
|
|
"recall-0.15": 0.994421,
|
|
"recall-0.25": 0.999303,
|
|
"recall-0.5": 0.999303,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1456,
|
|
"mean": 0.020386,
|
|
"median": 0.013775,
|
|
"std": 0.020657,
|
|
"sem": 0.000542,
|
|
"min": 0.000284,
|
|
"max": 0.212342,
|
|
"recall-0.025": 0.773352,
|
|
"recall-0.05": 0.934066,
|
|
"recall-0.1": 0.984203,
|
|
"recall-0.15": 0.997253,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1464,
|
|
"mean": 0.050209,
|
|
"median": 0.048369,
|
|
"std": 0.019031,
|
|
"sem": 0.000498,
|
|
"min": 0.008094,
|
|
"max": 0.148516,
|
|
"recall-0.025": 0.050512,
|
|
"recall-0.05": 0.550853,
|
|
"recall-0.1": 0.974744,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1465,
|
|
"mean": 0.049967,
|
|
"median": 0.048727,
|
|
"std": 0.016811,
|
|
"sem": 0.000439,
|
|
"min": 0.007258,
|
|
"max": 0.138747,
|
|
"recall-0.025": 0.052524,
|
|
"recall-0.05": 0.521828,
|
|
"recall-0.1": 0.988404,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1464,
|
|
"mean": 0.038613,
|
|
"median": 0.032507,
|
|
"std": 0.027792,
|
|
"sem": 0.000727,
|
|
"min": 0.002051,
|
|
"max": 0.275419,
|
|
"recall-0.025": 0.327645,
|
|
"recall-0.05": 0.762457,
|
|
"recall-0.1": 0.969283,
|
|
"recall-0.15": 0.989078,
|
|
"recall-0.25": 0.998635,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1458,
|
|
"mean": 0.041435,
|
|
"median": 0.035821,
|
|
"std": 0.026039,
|
|
"sem": 0.000682,
|
|
"min": 0.004598,
|
|
"max": 0.242773,
|
|
"recall-0.025": 0.244688,
|
|
"recall-0.05": 0.738862,
|
|
"recall-0.1": 0.964359,
|
|
"recall-0.15": 0.99109,
|
|
"recall-0.25": 0.999315,
|
|
"recall-0.5": 0.999315,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1458,
|
|
"mean": 0.085372,
|
|
"median": 0.042892,
|
|
"std": 0.101898,
|
|
"sem": 0.00267,
|
|
"min": 0.000814,
|
|
"max": 0.494931,
|
|
"recall-0.025": 0.347915,
|
|
"recall-0.05": 0.547505,
|
|
"recall-0.1": 0.713602,
|
|
"recall-0.15": 0.829118,
|
|
"recall-0.25": 0.917293,
|
|
"recall-0.5": 0.996582,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1450,
|
|
"mean": 0.076667,
|
|
"median": 0.043213,
|
|
"std": 0.096147,
|
|
"sem": 0.002526,
|
|
"min": 0.002926,
|
|
"max": 0.49866,
|
|
"recall-0.025": 0.315068,
|
|
"recall-0.05": 0.561644,
|
|
"recall-0.1": 0.79726,
|
|
"recall-0.15": 0.856849,
|
|
"recall-0.25": 0.910959,
|
|
"recall-0.5": 0.993151,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.53091,
|
|
"recall-0.05": 0.80521,
|
|
"recall-0.1": 0.95097,
|
|
"recall-0.15": 0.97283,
|
|
"recall-0.25": 0.98589,
|
|
"recall-0.5": 0.99831
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20204,
|
|
"pcp": 0.988261
|
|
}
|
|
```
|
|
|
|
### 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": 0.12431136727333068,
|
|
"avg_time_3d": 0.000805668830871582,
|
|
"avg_fps": 7.992516695865155
|
|
}
|
|
{
|
|
"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": 0.056126,
|
|
"median": 0.051485,
|
|
"std": 0.018406,
|
|
"sem": 0.000734,
|
|
"min": 0.028965,
|
|
"max": 0.14306,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.438095,
|
|
"recall-0.1": 0.949206,
|
|
"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": 0.22381,
|
|
"ap-0.1": 0.930009,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 598,
|
|
"mean": 0.04082,
|
|
"median": 0.039496,
|
|
"std": 0.013925,
|
|
"sem": 0.00057,
|
|
"min": 0.011364,
|
|
"max": 0.105031,
|
|
"recall-0.025": 0.125418,
|
|
"recall-0.05": 0.764214,
|
|
"recall-0.1": 0.996656,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 598
|
|
},
|
|
"shoulder_left": {
|
|
"count": 630,
|
|
"mean": 0.06284,
|
|
"median": 0.060457,
|
|
"std": 0.019424,
|
|
"sem": 0.000774,
|
|
"min": 0.018922,
|
|
"max": 0.132634,
|
|
"recall-0.025": 0.003175,
|
|
"recall-0.05": 0.274603,
|
|
"recall-0.1": 0.97619,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"shoulder_right": {
|
|
"count": 630,
|
|
"mean": 0.066328,
|
|
"median": 0.064114,
|
|
"std": 0.019869,
|
|
"sem": 0.000792,
|
|
"min": 0.0267,
|
|
"max": 0.146825,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.250794,
|
|
"recall-0.1": 0.934921,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"elbow_left": {
|
|
"count": 630,
|
|
"mean": 0.052471,
|
|
"median": 0.049532,
|
|
"std": 0.020219,
|
|
"sem": 0.000806,
|
|
"min": 0.010131,
|
|
"max": 0.140634,
|
|
"recall-0.025": 0.057143,
|
|
"recall-0.05": 0.519048,
|
|
"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": 0.055832,
|
|
"median": 0.048311,
|
|
"std": 0.03208,
|
|
"sem": 0.00128,
|
|
"min": 0.004074,
|
|
"max": 0.228126,
|
|
"recall-0.025": 0.084261,
|
|
"recall-0.05": 0.531002,
|
|
"recall-0.1": 0.918919,
|
|
"recall-0.15": 0.969793,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"wrist_left": {
|
|
"count": 630,
|
|
"mean": 0.048014,
|
|
"median": 0.041971,
|
|
"std": 0.026711,
|
|
"sem": 0.001065,
|
|
"min": 0.007895,
|
|
"max": 0.191578,
|
|
"recall-0.025": 0.134921,
|
|
"recall-0.05": 0.644444,
|
|
"recall-0.1": 0.952381,
|
|
"recall-0.15": 0.988889,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"wrist_right": {
|
|
"count": 625,
|
|
"mean": 0.05269,
|
|
"median": 0.047416,
|
|
"std": 0.025885,
|
|
"sem": 0.001036,
|
|
"min": 0.008634,
|
|
"max": 0.226556,
|
|
"recall-0.025": 0.0816,
|
|
"recall-0.05": 0.5456,
|
|
"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": 0.057333,
|
|
"median": 0.054171,
|
|
"std": 0.020631,
|
|
"sem": 0.000823,
|
|
"min": 0.014001,
|
|
"max": 0.17071,
|
|
"recall-0.025": 0.025397,
|
|
"recall-0.05": 0.398413,
|
|
"recall-0.1": 0.960317,
|
|
"recall-0.15": 0.995238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"hip_right": {
|
|
"count": 629,
|
|
"mean": 0.055259,
|
|
"median": 0.050967,
|
|
"std": 0.023078,
|
|
"sem": 0.000921,
|
|
"min": 0.004999,
|
|
"max": 0.145424,
|
|
"recall-0.025": 0.069952,
|
|
"recall-0.05": 0.481717,
|
|
"recall-0.1": 0.957075,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"knee_left": {
|
|
"count": 628,
|
|
"mean": 0.045688,
|
|
"median": 0.03434,
|
|
"std": 0.046114,
|
|
"sem": 0.001842,
|
|
"min": 0.003593,
|
|
"max": 0.364064,
|
|
"recall-0.025": 0.292994,
|
|
"recall-0.05": 0.72293,
|
|
"recall-0.1": 0.941083,
|
|
"recall-0.15": 0.961783,
|
|
"recall-0.25": 0.984076,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 628
|
|
},
|
|
"knee_right": {
|
|
"count": 629,
|
|
"mean": 0.053686,
|
|
"median": 0.035845,
|
|
"std": 0.072307,
|
|
"sem": 0.002885,
|
|
"min": 0.002669,
|
|
"max": 0.496679,
|
|
"recall-0.025": 0.252782,
|
|
"recall-0.05": 0.72973,
|
|
"recall-0.1": 0.934817,
|
|
"recall-0.15": 0.952305,
|
|
"recall-0.25": 0.958665,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"ankle_left": {
|
|
"count": 619,
|
|
"mean": 0.06588,
|
|
"median": 0.050492,
|
|
"std": 0.072775,
|
|
"sem": 0.002927,
|
|
"min": 0.012793,
|
|
"max": 0.493666,
|
|
"recall-0.025": 0.035541,
|
|
"recall-0.05": 0.487884,
|
|
"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": 0.054068,
|
|
"median": 0.047411,
|
|
"std": 0.042563,
|
|
"sem": 0.001738,
|
|
"min": 0.011391,
|
|
"max": 0.47977,
|
|
"recall-0.025": 0.094855,
|
|
"recall-0.05": 0.522508,
|
|
"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": 0.09608,
|
|
"recall-0.05": 0.52713,
|
|
"recall-0.1": 0.95079,
|
|
"recall-0.15": 0.98155,
|
|
"recall-0.25": 0.98905,
|
|
"recall-0.5": 0.99742
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 8725,
|
|
"correct_parts": 8585,
|
|
"pcp": 0.983954
|
|
}
|
|
```
|
|
|
|
### 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": 0.16942452324761284,
|
|
"avg_time_3d": 0.0010016149944729275,
|
|
"avg_fps": 5.867644542760963
|
|
}
|
|
{
|
|
"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": 0.038706,
|
|
"median": 0.033017,
|
|
"std": 0.021502,
|
|
"sem": 0.001148,
|
|
"min": 0.015741,
|
|
"max": 0.227347,
|
|
"recall-0.025": 0.13,
|
|
"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": 0.022253,
|
|
"ap-0.05": 0.678683,
|
|
"ap-0.1": 0.862522,
|
|
"ap-0.15": 0.872493,
|
|
"ap-0.25": 0.88,
|
|
"ap-0.5": 0.88
|
|
},
|
|
"head": {
|
|
"count": 352,
|
|
"mean": 0.042933,
|
|
"median": 0.036921,
|
|
"std": 0.025915,
|
|
"sem": 0.001383,
|
|
"min": 0.00635,
|
|
"max": 0.265279,
|
|
"recall-0.025": 0.1975,
|
|
"recall-0.05": 0.6125,
|
|
"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": 0.03917,
|
|
"median": 0.034151,
|
|
"std": 0.024818,
|
|
"sem": 0.001325,
|
|
"min": 0.004924,
|
|
"max": 0.264632,
|
|
"recall-0.025": 0.255,
|
|
"recall-0.05": 0.675,
|
|
"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": 0.03965,
|
|
"median": 0.036622,
|
|
"std": 0.02603,
|
|
"sem": 0.001389,
|
|
"min": 0.005694,
|
|
"max": 0.378378,
|
|
"recall-0.025": 0.2125,
|
|
"recall-0.05": 0.69,
|
|
"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": 0.028324,
|
|
"median": 0.024495,
|
|
"std": 0.019561,
|
|
"sem": 0.001046,
|
|
"min": 0.002262,
|
|
"max": 0.170425,
|
|
"recall-0.025": 0.4525,
|
|
"recall-0.05": 0.795,
|
|
"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": 0.039376,
|
|
"median": 0.031112,
|
|
"std": 0.041418,
|
|
"sem": 0.002211,
|
|
"min": 0.001571,
|
|
"max": 0.494385,
|
|
"recall-0.025": 0.315,
|
|
"recall-0.05": 0.705,
|
|
"recall-0.1": 0.84,
|
|
"recall-0.15": 0.8675,
|
|
"recall-0.25": 0.875,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_left": {
|
|
"count": 352,
|
|
"mean": 0.033448,
|
|
"median": 0.026736,
|
|
"std": 0.029229,
|
|
"sem": 0.00156,
|
|
"min": 0.003574,
|
|
"max": 0.294686,
|
|
"recall-0.025": 0.3875,
|
|
"recall-0.05": 0.7625,
|
|
"recall-0.1": 0.8475,
|
|
"recall-0.15": 0.8725,
|
|
"recall-0.25": 0.8775,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_right": {
|
|
"count": 350,
|
|
"mean": 0.036981,
|
|
"median": 0.023765,
|
|
"std": 0.047843,
|
|
"sem": 0.002561,
|
|
"min": 0.001093,
|
|
"max": 0.394652,
|
|
"recall-0.025": 0.46,
|
|
"recall-0.05": 0.715,
|
|
"recall-0.1": 0.8325,
|
|
"recall-0.15": 0.85,
|
|
"recall-0.25": 0.86,
|
|
"recall-0.5": 0.875,
|
|
"num_labels": 400
|
|
},
|
|
"hip_left": {
|
|
"count": 352,
|
|
"mean": 0.046498,
|
|
"median": 0.03812,
|
|
"std": 0.033302,
|
|
"sem": 0.001778,
|
|
"min": 0.005418,
|
|
"max": 0.347286,
|
|
"recall-0.025": 0.215,
|
|
"recall-0.05": 0.6025,
|
|
"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": 0.044108,
|
|
"median": 0.036342,
|
|
"std": 0.031589,
|
|
"sem": 0.001686,
|
|
"min": 0.002855,
|
|
"max": 0.337234,
|
|
"recall-0.025": 0.2325,
|
|
"recall-0.05": 0.62,
|
|
"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": 0.02642,
|
|
"median": 0.02205,
|
|
"std": 0.016838,
|
|
"sem": 0.000899,
|
|
"min": 0.00144,
|
|
"max": 0.121418,
|
|
"recall-0.025": 0.51,
|
|
"recall-0.05": 0.8175,
|
|
"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": 0.031668,
|
|
"median": 0.024186,
|
|
"std": 0.037654,
|
|
"sem": 0.00201,
|
|
"min": 0.000614,
|
|
"max": 0.466897,
|
|
"recall-0.025": 0.46,
|
|
"recall-0.05": 0.79,
|
|
"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": 0.037837,
|
|
"median": 0.02989,
|
|
"std": 0.040052,
|
|
"sem": 0.002138,
|
|
"min": 0.002653,
|
|
"max": 0.45785,
|
|
"recall-0.025": 0.335,
|
|
"recall-0.05": 0.7325,
|
|
"recall-0.1": 0.8575,
|
|
"recall-0.15": 0.87,
|
|
"recall-0.25": 0.8725,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"ankle_right": {
|
|
"count": 351,
|
|
"mean": 0.049278,
|
|
"median": 0.035545,
|
|
"std": 0.048007,
|
|
"sem": 0.002566,
|
|
"min": 0.002213,
|
|
"max": 0.409273,
|
|
"recall-0.025": 0.225,
|
|
"recall-0.05": 0.6025,
|
|
"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": 0.3275,
|
|
"recall-0.05": 0.70154,
|
|
"recall-0.1": 0.84769,
|
|
"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": 0.168116722021017,
|
|
"avg_time_3d": 0.0009745090931385487,
|
|
"avg_fps": 5.913967231836452
|
|
}
|
|
{
|
|
"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": 0.030062,
|
|
"median": 0.028839,
|
|
"std": 0.007989,
|
|
"sem": 0.00042,
|
|
"min": 0.013843,
|
|
"max": 0.063812,
|
|
"recall-0.025": 0.283747,
|
|
"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": 0.083374,
|
|
"ap-0.05": 0.962882,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 363,
|
|
"mean": 0.030335,
|
|
"median": 0.025398,
|
|
"std": 0.019281,
|
|
"sem": 0.001013,
|
|
"min": 0.001475,
|
|
"max": 0.1476,
|
|
"recall-0.025": 0.487603,
|
|
"recall-0.05": 0.84573,
|
|
"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": 0.033499,
|
|
"median": 0.027624,
|
|
"std": 0.0212,
|
|
"sem": 0.001114,
|
|
"min": 0.003916,
|
|
"max": 0.145934,
|
|
"recall-0.025": 0.429752,
|
|
"recall-0.05": 0.834711,
|
|
"recall-0.1": 0.977961,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"shoulder_right": {
|
|
"count": 363,
|
|
"mean": 0.030581,
|
|
"median": 0.029443,
|
|
"std": 0.015309,
|
|
"sem": 0.000805,
|
|
"min": 0.003011,
|
|
"max": 0.108366,
|
|
"recall-0.025": 0.396694,
|
|
"recall-0.05": 0.892562,
|
|
"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": 0.023656,
|
|
"median": 0.021019,
|
|
"std": 0.0162,
|
|
"sem": 0.000851,
|
|
"min": 0.000934,
|
|
"max": 0.23055,
|
|
"recall-0.025": 0.650138,
|
|
"recall-0.05": 0.972452,
|
|
"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": 0.021026,
|
|
"median": 0.019516,
|
|
"std": 0.012789,
|
|
"sem": 0.000672,
|
|
"min": 0.001225,
|
|
"max": 0.117355,
|
|
"recall-0.025": 0.741047,
|
|
"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": 0.026281,
|
|
"median": 0.021244,
|
|
"std": 0.022071,
|
|
"sem": 0.00116,
|
|
"min": 0.002196,
|
|
"max": 0.236533,
|
|
"recall-0.025": 0.61708,
|
|
"recall-0.05": 0.909091,
|
|
"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": 0.020579,
|
|
"median": 0.017127,
|
|
"std": 0.013255,
|
|
"sem": 0.000697,
|
|
"min": 0.00099,
|
|
"max": 0.089086,
|
|
"recall-0.025": 0.727273,
|
|
"recall-0.05": 0.964187,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"hip_left": {
|
|
"count": 363,
|
|
"mean": 0.043705,
|
|
"median": 0.04208,
|
|
"std": 0.019317,
|
|
"sem": 0.001015,
|
|
"min": 0.002097,
|
|
"max": 0.116227,
|
|
"recall-0.025": 0.157025,
|
|
"recall-0.05": 0.688705,
|
|
"recall-0.1": 0.991736,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"hip_right": {
|
|
"count": 363,
|
|
"mean": 0.040416,
|
|
"median": 0.036497,
|
|
"std": 0.020692,
|
|
"sem": 0.001088,
|
|
"min": 0.002313,
|
|
"max": 0.133689,
|
|
"recall-0.025": 0.209366,
|
|
"recall-0.05": 0.727273,
|
|
"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": 0.032396,
|
|
"median": 0.023673,
|
|
"std": 0.027194,
|
|
"sem": 0.001429,
|
|
"min": 0.004028,
|
|
"max": 0.161111,
|
|
"recall-0.025": 0.534435,
|
|
"recall-0.05": 0.84573,
|
|
"recall-0.1": 0.958678,
|
|
"recall-0.15": 0.99449,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"knee_right": {
|
|
"count": 363,
|
|
"mean": 0.026296,
|
|
"median": 0.022923,
|
|
"std": 0.015081,
|
|
"sem": 0.000793,
|
|
"min": 0.003672,
|
|
"max": 0.084957,
|
|
"recall-0.025": 0.539945,
|
|
"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": 0.032283,
|
|
"median": 0.026819,
|
|
"std": 0.023117,
|
|
"sem": 0.001215,
|
|
"min": 0.001118,
|
|
"max": 0.167208,
|
|
"recall-0.025": 0.460055,
|
|
"recall-0.05": 0.842975,
|
|
"recall-0.1": 0.977961,
|
|
"recall-0.15": 0.99449,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"ankle_right": {
|
|
"count": 363,
|
|
"mean": 0.02975,
|
|
"median": 0.024989,
|
|
"std": 0.020636,
|
|
"sem": 0.001085,
|
|
"min": 0.002353,
|
|
"max": 0.160106,
|
|
"recall-0.025": 0.501377,
|
|
"recall-0.05": 0.878788,
|
|
"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": 0.49481,
|
|
"recall-0.05": 0.86862,
|
|
"recall-0.1": 0.98813,
|
|
"recall-0.15": 0.99725,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5082,
|
|
"correct_parts": 5080,
|
|
"pcp": 0.999606
|
|
}
|
|
```
|
|
|
|
##### fencing
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.25339538164627856,
|
|
"avg_time_3d": 0.0025524283066774025,
|
|
"avg_fps": 3.9070465193033033
|
|
}
|
|
{
|
|
"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": 0.029117,
|
|
"median": 0.026731,
|
|
"std": 0.008896,
|
|
"sem": 0.000489,
|
|
"min": 0.015013,
|
|
"max": 0.059711,
|
|
"recall-0.025": 0.439759,
|
|
"recall-0.05": 0.978916,
|
|
"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": 0.151005,
|
|
"ap-0.05": 0.599718,
|
|
"ap-0.1": 0.627899,
|
|
"ap-0.15": 0.627899,
|
|
"ap-0.25": 0.627899,
|
|
"ap-0.5": 0.627899
|
|
},
|
|
"head": {
|
|
"count": 332,
|
|
"mean": 0.042592,
|
|
"median": 0.041361,
|
|
"std": 0.02206,
|
|
"sem": 0.001212,
|
|
"min": 0.00438,
|
|
"max": 0.150775,
|
|
"recall-0.025": 0.243976,
|
|
"recall-0.05": 0.653614,
|
|
"recall-0.1": 0.981928,
|
|
"recall-0.15": 0.996988,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"shoulder_left": {
|
|
"count": 332,
|
|
"mean": 0.031771,
|
|
"median": 0.028235,
|
|
"std": 0.019055,
|
|
"sem": 0.001047,
|
|
"min": 0.002633,
|
|
"max": 0.203534,
|
|
"recall-0.025": 0.322289,
|
|
"recall-0.05": 0.894578,
|
|
"recall-0.1": 0.993976,
|
|
"recall-0.15": 0.996988,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"shoulder_right": {
|
|
"count": 332,
|
|
"mean": 0.031696,
|
|
"median": 0.024318,
|
|
"std": 0.020074,
|
|
"sem": 0.001103,
|
|
"min": 0.005678,
|
|
"max": 0.167426,
|
|
"recall-0.025": 0.521084,
|
|
"recall-0.05": 0.840361,
|
|
"recall-0.1": 0.993976,
|
|
"recall-0.15": 0.996988,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"elbow_left": {
|
|
"count": 332,
|
|
"mean": 0.021289,
|
|
"median": 0.017307,
|
|
"std": 0.014136,
|
|
"sem": 0.000777,
|
|
"min": 0.001369,
|
|
"max": 0.109639,
|
|
"recall-0.025": 0.73494,
|
|
"recall-0.05": 0.954819,
|
|
"recall-0.1": 0.993976,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"elbow_right": {
|
|
"count": 332,
|
|
"mean": 0.027477,
|
|
"median": 0.023574,
|
|
"std": 0.016219,
|
|
"sem": 0.000891,
|
|
"min": 0.002981,
|
|
"max": 0.097596,
|
|
"recall-0.025": 0.536145,
|
|
"recall-0.05": 0.900602,
|
|
"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": 0.022915,
|
|
"median": 0.015669,
|
|
"std": 0.022261,
|
|
"sem": 0.001224,
|
|
"min": 0.001414,
|
|
"max": 0.157913,
|
|
"recall-0.025": 0.725904,
|
|
"recall-0.05": 0.909639,
|
|
"recall-0.1": 0.987952,
|
|
"recall-0.15": 0.996988,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"wrist_right": {
|
|
"count": 332,
|
|
"mean": 0.031429,
|
|
"median": 0.023116,
|
|
"std": 0.025733,
|
|
"sem": 0.001414,
|
|
"min": 0.00199,
|
|
"max": 0.174606,
|
|
"recall-0.025": 0.557229,
|
|
"recall-0.05": 0.837349,
|
|
"recall-0.1": 0.960843,
|
|
"recall-0.15": 0.996988,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"hip_left": {
|
|
"count": 332,
|
|
"mean": 0.036618,
|
|
"median": 0.032024,
|
|
"std": 0.01876,
|
|
"sem": 0.001031,
|
|
"min": 0.002841,
|
|
"max": 0.148267,
|
|
"recall-0.025": 0.237952,
|
|
"recall-0.05": 0.822289,
|
|
"recall-0.1": 0.98494,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"hip_right": {
|
|
"count": 332,
|
|
"mean": 0.030781,
|
|
"median": 0.02582,
|
|
"std": 0.018554,
|
|
"sem": 0.00102,
|
|
"min": 0.005222,
|
|
"max": 0.113545,
|
|
"recall-0.025": 0.472892,
|
|
"recall-0.05": 0.864458,
|
|
"recall-0.1": 0.990964,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"knee_left": {
|
|
"count": 332,
|
|
"mean": 0.022723,
|
|
"median": 0.018166,
|
|
"std": 0.015012,
|
|
"sem": 0.000825,
|
|
"min": 0.001216,
|
|
"max": 0.089506,
|
|
"recall-0.025": 0.689759,
|
|
"recall-0.05": 0.939759,
|
|
"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": 0.02196,
|
|
"median": 0.015683,
|
|
"std": 0.017897,
|
|
"sem": 0.000984,
|
|
"min": 0.00062,
|
|
"max": 0.119871,
|
|
"recall-0.025": 0.707831,
|
|
"recall-0.05": 0.921687,
|
|
"recall-0.1": 0.996988,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"ankle_left": {
|
|
"count": 332,
|
|
"mean": 0.022719,
|
|
"median": 0.018827,
|
|
"std": 0.01301,
|
|
"sem": 0.000715,
|
|
"min": 0.005069,
|
|
"max": 0.114949,
|
|
"recall-0.025": 0.635542,
|
|
"recall-0.05": 0.954819,
|
|
"recall-0.1": 0.996988,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"ankle_right": {
|
|
"count": 332,
|
|
"mean": 0.034553,
|
|
"median": 0.032045,
|
|
"std": 0.014074,
|
|
"sem": 0.000774,
|
|
"min": 0.010997,
|
|
"max": 0.099848,
|
|
"recall-0.025": 0.216867,
|
|
"recall-0.05": 0.909639,
|
|
"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": 0.50649,
|
|
"recall-0.05": 0.87512,
|
|
"recall-0.1": 0.99073,
|
|
"recall-0.15": 0.99884,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4648,
|
|
"correct_parts": 4648,
|
|
"pcp": 1.0
|
|
}
|
|
```
|
|
|
|
##### basketball
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.1747382974624634,
|
|
"avg_time_3d": 0.0013442301750183105,
|
|
"avg_fps": 5.679155186020488
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 110,
|
|
"total_labels": 330,
|
|
"total_preds": 486,
|
|
"considered_empty": 0,
|
|
"valid_preds": 329,
|
|
"invalid_preds": 157,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.32305,
|
|
"precision": 0.67695,
|
|
"recall": 0.99697,
|
|
"f1": 0.80637,
|
|
"non_empty": 486
|
|
},
|
|
"mpjpe": {
|
|
"count": 329,
|
|
"mean": 0.044451,
|
|
"median": 0.040197,
|
|
"std": 0.017148,
|
|
"sem": 0.000947,
|
|
"min": 0.019727,
|
|
"max": 0.12981,
|
|
"recall-0.025": 0.039394,
|
|
"recall-0.05": 0.721212,
|
|
"recall-0.1": 0.987879,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330,
|
|
"ap-0.025": 0.003411,
|
|
"ap-0.05": 0.439477,
|
|
"ap-0.1": 0.694005,
|
|
"ap-0.15": 0.702368,
|
|
"ap-0.25": 0.702368,
|
|
"ap-0.5": 0.702368
|
|
},
|
|
"head": {
|
|
"count": 329,
|
|
"mean": 0.054832,
|
|
"median": 0.046684,
|
|
"std": 0.035394,
|
|
"sem": 0.001954,
|
|
"min": 0.002919,
|
|
"max": 0.341898,
|
|
"recall-0.025": 0.136364,
|
|
"recall-0.05": 0.554545,
|
|
"recall-0.1": 0.912121,
|
|
"recall-0.15": 0.978788,
|
|
"recall-0.25": 0.993939,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"shoulder_left": {
|
|
"count": 329,
|
|
"mean": 0.050179,
|
|
"median": 0.044653,
|
|
"std": 0.027402,
|
|
"sem": 0.001513,
|
|
"min": 0.004289,
|
|
"max": 0.178472,
|
|
"recall-0.025": 0.166667,
|
|
"recall-0.05": 0.578788,
|
|
"recall-0.1": 0.948485,
|
|
"recall-0.15": 0.987879,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"shoulder_right": {
|
|
"count": 329,
|
|
"mean": 0.04465,
|
|
"median": 0.038652,
|
|
"std": 0.027834,
|
|
"sem": 0.001537,
|
|
"min": 0.003745,
|
|
"max": 0.239751,
|
|
"recall-0.025": 0.190909,
|
|
"recall-0.05": 0.69697,
|
|
"recall-0.1": 0.948485,
|
|
"recall-0.15": 0.987879,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"elbow_left": {
|
|
"count": 329,
|
|
"mean": 0.051497,
|
|
"median": 0.043161,
|
|
"std": 0.034773,
|
|
"sem": 0.00192,
|
|
"min": 0.008914,
|
|
"max": 0.281878,
|
|
"recall-0.025": 0.19697,
|
|
"recall-0.05": 0.609091,
|
|
"recall-0.1": 0.906061,
|
|
"recall-0.15": 0.978788,
|
|
"recall-0.25": 0.993939,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"elbow_right": {
|
|
"count": 329,
|
|
"mean": 0.04613,
|
|
"median": 0.038032,
|
|
"std": 0.030559,
|
|
"sem": 0.001687,
|
|
"min": 0.002071,
|
|
"max": 0.21984,
|
|
"recall-0.025": 0.224242,
|
|
"recall-0.05": 0.654545,
|
|
"recall-0.1": 0.936364,
|
|
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|
|
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|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"wrist_left": {
|
|
"count": 329,
|
|
"mean": 0.055403,
|
|
"median": 0.04626,
|
|
"std": 0.040748,
|
|
"sem": 0.00225,
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"wrist_right": {
|
|
"count": 329,
|
|
"mean": 0.053864,
|
|
"median": 0.046321,
|
|
"std": 0.034136,
|
|
"sem": 0.001885,
|
|
"min": 0.006742,
|
|
"max": 0.243772,
|
|
"recall-0.025": 0.154545,
|
|
"recall-0.05": 0.536364,
|
|
"recall-0.1": 0.915152,
|
|
"recall-0.15": 0.972727,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"hip_left": {
|
|
"count": 329,
|
|
"mean": 0.043143,
|
|
"median": 0.036763,
|
|
"std": 0.025638,
|
|
"sem": 0.001416,
|
|
"min": 0.001918,
|
|
"max": 0.182991,
|
|
"recall-0.025": 0.251515,
|
|
"recall-0.05": 0.69697,
|
|
"recall-0.1": 0.960606,
|
|
"recall-0.15": 0.990909,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"hip_right": {
|
|
"count": 329,
|
|
"mean": 0.043844,
|
|
"median": 0.038729,
|
|
"std": 0.025196,
|
|
"sem": 0.001391,
|
|
"min": 0.006945,
|
|
"max": 0.199011,
|
|
"recall-0.025": 0.221212,
|
|
"recall-0.05": 0.672727,
|
|
"recall-0.1": 0.960606,
|
|
"recall-0.15": 0.990909,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"knee_left": {
|
|
"count": 329,
|
|
"mean": 0.033941,
|
|
"median": 0.029297,
|
|
"std": 0.021577,
|
|
"sem": 0.001191,
|
|
"min": 0.000983,
|
|
"max": 0.130585,
|
|
"recall-0.025": 0.406061,
|
|
"recall-0.05": 0.79697,
|
|
"recall-0.1": 0.978788,
|
|
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|
|
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|
|
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|
|
"num_labels": 330
|
|
},
|
|
"knee_right": {
|
|
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|
|
"mean": 0.034327,
|
|
"median": 0.028674,
|
|
"std": 0.022783,
|
|
"sem": 0.001258,
|
|
"min": 0.002702,
|
|
"max": 0.159071,
|
|
"recall-0.025": 0.424242,
|
|
"recall-0.05": 0.80303,
|
|
"recall-0.1": 0.975758,
|
|
"recall-0.15": 0.993939,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"ankle_left": {
|
|
"count": 329,
|
|
"mean": 0.031913,
|
|
"median": 0.026425,
|
|
"std": 0.020707,
|
|
"sem": 0.001143,
|
|
"min": 0.002204,
|
|
"max": 0.158101,
|
|
"recall-0.025": 0.451515,
|
|
"recall-0.05": 0.866667,
|
|
"recall-0.1": 0.975758,
|
|
"recall-0.15": 0.993939,
|
|
"recall-0.25": 0.99697,
|
|
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|
|
"num_labels": 330
|
|
},
|
|
"ankle_right": {
|
|
"count": 329,
|
|
"mean": 0.034136,
|
|
"median": 0.028377,
|
|
"std": 0.021345,
|
|
"sem": 0.001179,
|
|
"min": 0.006668,
|
|
"max": 0.139375,
|
|
"recall-0.025": 0.393939,
|
|
"recall-0.05": 0.833333,
|
|
"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": 0.26037,
|
|
"recall-0.05": 0.68042,
|
|
"recall-0.1": 0.94499,
|
|
"recall-0.15": 0.98462,
|
|
"recall-0.25": 0.99534,
|
|
"recall-0.5": 0.99697
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4620,
|
|
"correct_parts": 4569,
|
|
"pcp": 0.988961
|
|
}
|
|
```
|
|
|
|
##### volleyball
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.3377667010367454,
|
|
"avg_time_3d": 0.00361126607602781,
|
|
"avg_fps": 2.9293044552862226
|
|
}
|
|
{
|
|
"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": 0.037486,
|
|
"median": 0.034783,
|
|
"std": 0.014406,
|
|
"sem": 0.000656,
|
|
"min": 0.01794,
|
|
"max": 0.136715,
|
|
"recall-0.025": 0.165289,
|
|
"recall-0.05": 0.840909,
|
|
"recall-0.1": 0.991736,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484,
|
|
"ap-0.025": 0.024574,
|
|
"ap-0.05": 0.576818,
|
|
"ap-0.1": 0.794001,
|
|
"ap-0.15": 0.803006,
|
|
"ap-0.25": 0.803006,
|
|
"ap-0.5": 0.803006
|
|
},
|
|
"head": {
|
|
"count": 483,
|
|
"mean": 0.037728,
|
|
"median": 0.030655,
|
|
"std": 0.023551,
|
|
"sem": 0.001073,
|
|
"min": 0.004382,
|
|
"max": 0.136584,
|
|
"recall-0.025": 0.371901,
|
|
"recall-0.05": 0.721074,
|
|
"recall-0.1": 0.977273,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"shoulder_left": {
|
|
"count": 483,
|
|
"mean": 0.039183,
|
|
"median": 0.032414,
|
|
"std": 0.022945,
|
|
"sem": 0.001045,
|
|
"min": 0.004214,
|
|
"max": 0.142662,
|
|
"recall-0.025": 0.311983,
|
|
"recall-0.05": 0.745868,
|
|
"recall-0.1": 0.979339,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"shoulder_right": {
|
|
"count": 483,
|
|
"mean": 0.035627,
|
|
"median": 0.031518,
|
|
"std": 0.021128,
|
|
"sem": 0.000962,
|
|
"min": 0.003681,
|
|
"max": 0.180338,
|
|
"recall-0.025": 0.378099,
|
|
"recall-0.05": 0.778926,
|
|
"recall-0.1": 0.987603,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"elbow_left": {
|
|
"count": 483,
|
|
"mean": 0.039216,
|
|
"median": 0.031488,
|
|
"std": 0.027873,
|
|
"sem": 0.00127,
|
|
"min": 0.005996,
|
|
"max": 0.237523,
|
|
"recall-0.025": 0.345041,
|
|
"recall-0.05": 0.735537,
|
|
"recall-0.1": 0.966942,
|
|
"recall-0.15": 0.987603,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"elbow_right": {
|
|
"count": 483,
|
|
"mean": 0.041639,
|
|
"median": 0.033826,
|
|
"std": 0.038231,
|
|
"sem": 0.001741,
|
|
"min": 0.003944,
|
|
"max": 0.443462,
|
|
"recall-0.025": 0.363636,
|
|
"recall-0.05": 0.741736,
|
|
"recall-0.1": 0.954545,
|
|
"recall-0.15": 0.979339,
|
|
"recall-0.25": 0.993802,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"wrist_left": {
|
|
"count": 483,
|
|
"mean": 0.048731,
|
|
"median": 0.038931,
|
|
"std": 0.036668,
|
|
"sem": 0.00167,
|
|
"min": 0.002618,
|
|
"max": 0.309556,
|
|
"recall-0.025": 0.262397,
|
|
"recall-0.05": 0.654959,
|
|
"recall-0.1": 0.913223,
|
|
"recall-0.15": 0.979339,
|
|
"recall-0.25": 0.995868,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"wrist_right": {
|
|
"count": 481,
|
|
"mean": 0.050653,
|
|
"median": 0.039122,
|
|
"std": 0.044513,
|
|
"sem": 0.002032,
|
|
"min": 0.003069,
|
|
"max": 0.445609,
|
|
"recall-0.025": 0.268595,
|
|
"recall-0.05": 0.63843,
|
|
"recall-0.1": 0.900826,
|
|
"recall-0.15": 0.96281,
|
|
"recall-0.25": 0.985537,
|
|
"recall-0.5": 0.993802,
|
|
"num_labels": 484
|
|
},
|
|
"hip_left": {
|
|
"count": 483,
|
|
"mean": 0.039765,
|
|
"median": 0.036626,
|
|
"std": 0.02136,
|
|
"sem": 0.000973,
|
|
"min": 0.004385,
|
|
"max": 0.191835,
|
|
"recall-0.025": 0.235537,
|
|
"recall-0.05": 0.758264,
|
|
"recall-0.1": 0.981405,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"hip_right": {
|
|
"count": 483,
|
|
"mean": 0.042641,
|
|
"median": 0.03475,
|
|
"std": 0.027897,
|
|
"sem": 0.001271,
|
|
"min": 0.004215,
|
|
"max": 0.149838,
|
|
"recall-0.025": 0.28719,
|
|
"recall-0.05": 0.714876,
|
|
"recall-0.1": 0.946281,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"knee_left": {
|
|
"count": 483,
|
|
"mean": 0.024984,
|
|
"median": 0.020915,
|
|
"std": 0.018998,
|
|
"sem": 0.000865,
|
|
"min": 0.001403,
|
|
"max": 0.27912,
|
|
"recall-0.025": 0.603306,
|
|
"recall-0.05": 0.923554,
|
|
"recall-0.1": 0.993802,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 0.995868,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"knee_right": {
|
|
"count": 483,
|
|
"mean": 0.026066,
|
|
"median": 0.022746,
|
|
"std": 0.015356,
|
|
"sem": 0.000699,
|
|
"min": 0.001415,
|
|
"max": 0.094234,
|
|
"recall-0.025": 0.559917,
|
|
"recall-0.05": 0.917355,
|
|
"recall-0.1": 0.997934,
|
|
"recall-0.15": 0.997934,
|
|
"recall-0.25": 0.997934,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"ankle_left": {
|
|
"count": 483,
|
|
"mean": 0.029662,
|
|
"median": 0.023999,
|
|
"std": 0.034381,
|
|
"sem": 0.001566,
|
|
"min": 0.002215,
|
|
"max": 0.497796,
|
|
"recall-0.025": 0.530992,
|
|
"recall-0.05": 0.909091,
|
|
"recall-0.1": 0.979339,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.993802,
|
|
"recall-0.5": 0.997934,
|
|
"num_labels": 484
|
|
},
|
|
"ankle_right": {
|
|
"count": 483,
|
|
"mean": 0.029111,
|
|
"median": 0.026139,
|
|
"std": 0.017356,
|
|
"sem": 0.000791,
|
|
"min": 0.001964,
|
|
"max": 0.103825,
|
|
"recall-0.025": 0.466942,
|
|
"recall-0.05": 0.882231,
|
|
"recall-0.1": 0.993802,
|
|
"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": 0.38207,
|
|
"recall-0.05": 0.77765,
|
|
"recall-0.1": 0.96631,
|
|
"recall-0.15": 0.99046,
|
|
"recall-0.25": 0.99587,
|
|
"recall-0.5": 0.99762
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6776,
|
|
"correct_parts": 6727,
|
|
"pcp": 0.992769
|
|
}
|
|
```
|
|
|
|
##### badminton
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.3067052543507835,
|
|
"avg_time_3d": 0.0030759235337979533,
|
|
"avg_fps": 3.228085085184165
|
|
}
|
|
{
|
|
"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": 0.030707,
|
|
"median": 0.029813,
|
|
"std": 0.008873,
|
|
"sem": 0.000328,
|
|
"min": 0.011711,
|
|
"max": 0.101557,
|
|
"recall-0.025": 0.260929,
|
|
"recall-0.05": 0.97541,
|
|
"recall-0.1": 0.998634,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732,
|
|
"ap-0.025": 0.147255,
|
|
"ap-0.05": 0.946493,
|
|
"ap-0.1": 0.986328,
|
|
"ap-0.15": 0.987768,
|
|
"ap-0.25": 0.987768,
|
|
"ap-0.5": 0.987768
|
|
},
|
|
"head": {
|
|
"count": 732,
|
|
"mean": 0.035166,
|
|
"median": 0.030114,
|
|
"std": 0.022308,
|
|
"sem": 0.000825,
|
|
"min": 0.001684,
|
|
"max": 0.18719,
|
|
"recall-0.025": 0.397541,
|
|
"recall-0.05": 0.796448,
|
|
"recall-0.1": 0.983607,
|
|
"recall-0.15": 0.997268,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"shoulder_left": {
|
|
"count": 732,
|
|
"mean": 0.037607,
|
|
"median": 0.034901,
|
|
"std": 0.019463,
|
|
"sem": 0.00072,
|
|
"min": 0.002115,
|
|
"max": 0.160137,
|
|
"recall-0.025": 0.25,
|
|
"recall-0.05": 0.793716,
|
|
"recall-0.1": 0.990437,
|
|
"recall-0.15": 0.997268,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"shoulder_right": {
|
|
"count": 732,
|
|
"mean": 0.031944,
|
|
"median": 0.029911,
|
|
"std": 0.017009,
|
|
"sem": 0.000629,
|
|
"min": 0.002836,
|
|
"max": 0.171472,
|
|
"recall-0.025": 0.334699,
|
|
"recall-0.05": 0.897541,
|
|
"recall-0.1": 0.991803,
|
|
"recall-0.15": 0.998634,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"elbow_left": {
|
|
"count": 732,
|
|
"mean": 0.030624,
|
|
"median": 0.026247,
|
|
"std": 0.018999,
|
|
"sem": 0.000703,
|
|
"min": 0.005168,
|
|
"max": 0.191276,
|
|
"recall-0.025": 0.467213,
|
|
"recall-0.05": 0.870219,
|
|
"recall-0.1": 0.990437,
|
|
"recall-0.15": 0.998634,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"elbow_right": {
|
|
"count": 732,
|
|
"mean": 0.029147,
|
|
"median": 0.025311,
|
|
"std": 0.017548,
|
|
"sem": 0.000649,
|
|
"min": 0.003097,
|
|
"max": 0.143182,
|
|
"recall-0.025": 0.490437,
|
|
"recall-0.05": 0.894809,
|
|
"recall-0.1": 0.994536,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"wrist_left": {
|
|
"count": 732,
|
|
"mean": 0.036643,
|
|
"median": 0.031907,
|
|
"std": 0.025636,
|
|
"sem": 0.000948,
|
|
"min": 0.003298,
|
|
"max": 0.212671,
|
|
"recall-0.025": 0.374317,
|
|
"recall-0.05": 0.804645,
|
|
"recall-0.1": 0.969945,
|
|
"recall-0.15": 0.997268,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"wrist_right": {
|
|
"count": 731,
|
|
"mean": 0.03507,
|
|
"median": 0.03103,
|
|
"std": 0.021356,
|
|
"sem": 0.00079,
|
|
"min": 0.002535,
|
|
"max": 0.172501,
|
|
"recall-0.025": 0.371585,
|
|
"recall-0.05": 0.815574,
|
|
"recall-0.1": 0.98224,
|
|
"recall-0.15": 0.995902,
|
|
"recall-0.25": 0.998634,
|
|
"recall-0.5": 0.998634,
|
|
"num_labels": 732
|
|
},
|
|
"hip_left": {
|
|
"count": 732,
|
|
"mean": 0.031921,
|
|
"median": 0.030644,
|
|
"std": 0.013508,
|
|
"sem": 0.0005,
|
|
"min": 0.004239,
|
|
"max": 0.124623,
|
|
"recall-0.025": 0.318306,
|
|
"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": 0.033184,
|
|
"median": 0.031406,
|
|
"std": 0.015691,
|
|
"sem": 0.00058,
|
|
"min": 0.001206,
|
|
"max": 0.109097,
|
|
"recall-0.025": 0.342896,
|
|
"recall-0.05": 0.860656,
|
|
"recall-0.1": 0.998634,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"knee_left": {
|
|
"count": 732,
|
|
"mean": 0.021726,
|
|
"median": 0.019729,
|
|
"std": 0.010827,
|
|
"sem": 0.0004,
|
|
"min": 0.001802,
|
|
"max": 0.0951,
|
|
"recall-0.025": 0.684426,
|
|
"recall-0.05": 0.978142,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"knee_right": {
|
|
"count": 732,
|
|
"mean": 0.024425,
|
|
"median": 0.022353,
|
|
"std": 0.01332,
|
|
"sem": 0.000493,
|
|
"min": 0.001384,
|
|
"max": 0.129076,
|
|
"recall-0.025": 0.605191,
|
|
"recall-0.05": 0.965847,
|
|
"recall-0.1": 0.995902,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 732
|
|
},
|
|
"ankle_left": {
|
|
"count": 732,
|
|
"mean": 0.025034,
|
|
"median": 0.023367,
|
|
"std": 0.013002,
|
|
"sem": 0.000481,
|
|
"min": 0.002316,
|
|
"max": 0.085397,
|
|
"recall-0.025": 0.557377,
|
|
"recall-0.05": 0.945355,
|
|
"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": 0.02583,
|
|
"median": 0.023807,
|
|
"std": 0.013323,
|
|
"sem": 0.000493,
|
|
"min": 0.002801,
|
|
"max": 0.098229,
|
|
"recall-0.025": 0.527322,
|
|
"recall-0.05": 0.948087,
|
|
"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": 0.43916,
|
|
"recall-0.05": 0.88241,
|
|
"recall-0.1": 0.99149,
|
|
"recall-0.15": 0.99884,
|
|
"recall-0.25": 0.99989,
|
|
"recall-0.5": 0.99989
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10248,
|
|
"correct_parts": 10243,
|
|
"pcp": 0.999512
|
|
}
|
|
```
|
|
|
|
##### tennis
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.35980022441574006,
|
|
"avg_time_3d": 0.0019301392181574949,
|
|
"avg_fps": 2.7644900747455265
|
|
}
|
|
{
|
|
"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": 0.027907,
|
|
"median": 0.026323,
|
|
"std": 0.010045,
|
|
"sem": 0.000529,
|
|
"min": 0.016071,
|
|
"max": 0.138113,
|
|
"recall-0.025": 0.422652,
|
|
"recall-0.05": 0.980663,
|
|
"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": 0.219905,
|
|
"ap-0.05": 0.979295,
|
|
"ap-0.1": 0.997039,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 362,
|
|
"mean": 0.037859,
|
|
"median": 0.036892,
|
|
"std": 0.01648,
|
|
"sem": 0.000867,
|
|
"min": 0.006234,
|
|
"max": 0.135283,
|
|
"recall-0.025": 0.226519,
|
|
"recall-0.05": 0.823204,
|
|
"recall-0.1": 0.98895,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"shoulder_left": {
|
|
"count": 362,
|
|
"mean": 0.026726,
|
|
"median": 0.02256,
|
|
"std": 0.018716,
|
|
"sem": 0.000985,
|
|
"min": 0.002997,
|
|
"max": 0.188082,
|
|
"recall-0.025": 0.577348,
|
|
"recall-0.05": 0.922652,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"shoulder_right": {
|
|
"count": 362,
|
|
"mean": 0.033171,
|
|
"median": 0.029829,
|
|
"std": 0.016964,
|
|
"sem": 0.000893,
|
|
"min": 0.004262,
|
|
"max": 0.10401,
|
|
"recall-0.025": 0.350829,
|
|
"recall-0.05": 0.853591,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"elbow_left": {
|
|
"count": 362,
|
|
"mean": 0.02166,
|
|
"median": 0.017017,
|
|
"std": 0.016124,
|
|
"sem": 0.000849,
|
|
"min": 0.001198,
|
|
"max": 0.098002,
|
|
"recall-0.025": 0.729282,
|
|
"recall-0.05": 0.939227,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"elbow_right": {
|
|
"count": 362,
|
|
"mean": 0.025665,
|
|
"median": 0.019758,
|
|
"std": 0.021831,
|
|
"sem": 0.001149,
|
|
"min": 0.003087,
|
|
"max": 0.169963,
|
|
"recall-0.025": 0.657459,
|
|
"recall-0.05": 0.917127,
|
|
"recall-0.1": 0.975138,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"wrist_left": {
|
|
"count": 362,
|
|
"mean": 0.028497,
|
|
"median": 0.02414,
|
|
"std": 0.017974,
|
|
"sem": 0.000946,
|
|
"min": 0.002374,
|
|
"max": 0.12591,
|
|
"recall-0.025": 0.527624,
|
|
"recall-0.05": 0.875691,
|
|
"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": 0.034383,
|
|
"median": 0.025345,
|
|
"std": 0.032977,
|
|
"sem": 0.001736,
|
|
"min": 0.001469,
|
|
"max": 0.311793,
|
|
"recall-0.025": 0.494475,
|
|
"recall-0.05": 0.820442,
|
|
"recall-0.1": 0.972376,
|
|
"recall-0.15": 0.98895,
|
|
"recall-0.25": 0.991713,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"hip_left": {
|
|
"count": 362,
|
|
"mean": 0.025706,
|
|
"median": 0.023688,
|
|
"std": 0.013899,
|
|
"sem": 0.000732,
|
|
"min": 0.003653,
|
|
"max": 0.113763,
|
|
"recall-0.025": 0.530387,
|
|
"recall-0.05": 0.950276,
|
|
"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": 0.028493,
|
|
"median": 0.026524,
|
|
"std": 0.016768,
|
|
"sem": 0.000883,
|
|
"min": 0.003071,
|
|
"max": 0.200297,
|
|
"recall-0.025": 0.464088,
|
|
"recall-0.05": 0.933702,
|
|
"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": 0.015966,
|
|
"median": 0.014134,
|
|
"std": 0.008725,
|
|
"sem": 0.000459,
|
|
"min": 0.001037,
|
|
"max": 0.063199,
|
|
"recall-0.025": 0.859116,
|
|
"recall-0.05": 0.997238,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"knee_right": {
|
|
"count": 362,
|
|
"mean": 0.018681,
|
|
"median": 0.015485,
|
|
"std": 0.01677,
|
|
"sem": 0.000883,
|
|
"min": 0.001885,
|
|
"max": 0.242573,
|
|
"recall-0.025": 0.812155,
|
|
"recall-0.05": 0.977901,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"ankle_left": {
|
|
"count": 362,
|
|
"mean": 0.03354,
|
|
"median": 0.031667,
|
|
"std": 0.014477,
|
|
"sem": 0.000762,
|
|
"min": 0.004951,
|
|
"max": 0.094323,
|
|
"recall-0.025": 0.281768,
|
|
"recall-0.05": 0.889503,
|
|
"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": 0.032449,
|
|
"median": 0.028011,
|
|
"std": 0.030411,
|
|
"sem": 0.001601,
|
|
"min": 0.003353,
|
|
"max": 0.485343,
|
|
"recall-0.025": 0.428177,
|
|
"recall-0.05": 0.848066,
|
|
"recall-0.1": 0.98895,
|
|
"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": 0.53251,
|
|
"recall-0.05": 0.90268,
|
|
"recall-0.1": 0.99065,
|
|
"recall-0.15": 0.99745,
|
|
"recall-0.25": 0.99915,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5068,
|
|
"correct_parts": 5057,
|
|
"pcp": 0.99783
|
|
}
|
|
```
|