6804 lines
145 KiB
Markdown
6804 lines
145 KiB
Markdown
# Evaluation Results
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Results of the model in various experiments on different datasets.
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### Human36m
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(duration 00:01:20)
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```json
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{
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"avg_time_2d": 0.07087800987696244,
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"avg_time_3d": 0.00041960861723301776,
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"avg_fps": 14.025713917519038
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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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(duration 00:00:56)
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```json
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{
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"avg_time_2d": 0.09936108867737026,
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"avg_time_3d": 0.0006794069231170969,
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"avg_fps": 9.995952079181109
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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": 814,
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"considered_empty": 0,
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"valid_preds": 477,
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"invalid_preds": 337,
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"missing": 0,
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"invalid_fraction": 0.414,
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"precision": 0.586,
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"recall": 1.0,
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"f1": 0.73896,
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"non_empty": 814
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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": 0.345013,
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"ap-0.1": 0.702867,
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"ap-0.15": 0.714372,
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"ap-0.25": 0.714372,
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"ap-0.5": 0.714372
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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,
|
|
"recall-0.025": 0.259958,
|
|
"recall-0.05": 0.559748,
|
|
"recall-0.1": 0.888889,
|
|
"recall-0.15": 0.958071,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"wrist_left": {
|
|
"count": 477,
|
|
"mean": 0.061591,
|
|
"median": 0.053276,
|
|
"std": 0.046099,
|
|
"sem": 0.002113,
|
|
"min": 0.003745,
|
|
"max": 0.359369,
|
|
"recall-0.025": 0.12369,
|
|
"recall-0.05": 0.412998,
|
|
"recall-0.1": 0.914046,
|
|
"recall-0.15": 0.962264,
|
|
"recall-0.25": 0.981132,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"wrist_right": {
|
|
"count": 477,
|
|
"mean": 0.058138,
|
|
"median": 0.053924,
|
|
"std": 0.030037,
|
|
"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,
|
|
"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
|
|
},
|
|
"knee_left": {
|
|
"count": 477,
|
|
"mean": 0.039973,
|
|
"median": 0.03745,
|
|
"std": 0.024369,
|
|
"sem": 0.001117,
|
|
"min": 0.005407,
|
|
"max": 0.195502,
|
|
"recall-0.025": 0.262055,
|
|
"recall-0.05": 0.765199,
|
|
"recall-0.1": 0.974843,
|
|
"recall-0.15": 0.989518,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"knee_right": {
|
|
"count": 477,
|
|
"mean": 0.039398,
|
|
"median": 0.034816,
|
|
"std": 0.023356,
|
|
"sem": 0.001071,
|
|
"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
|
|
|
|
(duration 00:00:29)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.05642345491445289,
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|
"avg_time_3d": 0.00043942793360296283,
|
|
"avg_fps": 17.586164294063575
|
|
}
|
|
{
|
|
"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": {
|
|
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|
|
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|
|
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|
|
"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,
|
|
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|
|
"median": 0.056891,
|
|
"std": 0.028318,
|
|
"sem": 0.001462,
|
|
"min": 0.003739,
|
|
"max": 0.154143,
|
|
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|
|
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|
|
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|
|
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|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"shoulder_right": {
|
|
"count": 376,
|
|
"mean": 0.063637,
|
|
"median": 0.057984,
|
|
"std": 0.026815,
|
|
"sem": 0.001385,
|
|
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|
|
"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,
|
|
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|
|
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|
|
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|
|
"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": {
|
|
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|
|
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|
|
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|
|
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|
|
"sem": 0.001825,
|
|
"min": 0.00548,
|
|
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|
|
"recall-0.025": 0.023936,
|
|
"recall-0.05": 0.324468,
|
|
"recall-0.1": 0.795213,
|
|
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|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"wrist_left": {
|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
|
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|
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|
|
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|
|
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|
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"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"wrist_right": {
|
|
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|
|
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|
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|
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|
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|
|
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|
|
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|
|
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|
|
"recall-0.05": 0.095745,
|
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|
|
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|
|
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|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"hip_left": {
|
|
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|
|
"mean": 0.081482,
|
|
"median": 0.082897,
|
|
"std": 0.02958,
|
|
"sem": 0.001527,
|
|
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|
|
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|
|
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|
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|
|
"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": {
|
|
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|
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|
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|
|
"sem": 0.001356,
|
|
"min": 0.024343,
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|
|
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|
|
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|
|
"recall-0.1": 0.75,
|
|
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|
|
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"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"knee_left": {
|
|
"count": 376,
|
|
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|
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|
|
"std": 0.027946,
|
|
"sem": 0.001443,
|
|
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|
|
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|
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|
|
"recall-0.05": 0.465426,
|
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|
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|
|
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|
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|
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"num_labels": 376
|
|
},
|
|
"knee_right": {
|
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|
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|
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|
|
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|
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|
|
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|
|
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|
|
"recall-0.05": 0.37234,
|
|
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|
|
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|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"ankle_left": {
|
|
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|
|
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|
|
"median": 0.060063,
|
|
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|
|
"sem": 0.005202,
|
|
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|
|
"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": {
|
|
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|
|
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|
|
"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
|
|
|
|
(duration 00:02:31)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.05496650173513878,
|
|
"avg_time_3d": 0.0004480181680164738,
|
|
"avg_fps": 18.04581185125563
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 629,
|
|
"total_labels": 1061,
|
|
"total_preds": 998,
|
|
"considered_empty": 0,
|
|
"valid_preds": 761,
|
|
"invalid_preds": 237,
|
|
"missing": 300,
|
|
"invalid_fraction": 0.23747,
|
|
"precision": 0.76253,
|
|
"recall": 0.71725,
|
|
"f1": 0.73919,
|
|
"non_empty": 998
|
|
},
|
|
"mpjpe": {
|
|
"count": 761,
|
|
"mean": 0.115727,
|
|
"median": 0.094907,
|
|
"std": 0.067543,
|
|
"sem": 0.00245,
|
|
"min": 0.040489,
|
|
"max": 0.497874,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.005655,
|
|
"recall-0.1": 0.38737,
|
|
"recall-0.15": 0.590952,
|
|
"recall-0.25": 0.688973,
|
|
"recall-0.5": 0.717248,
|
|
"num_labels": 1061,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 9.8e-05,
|
|
"ap-0.1": 0.249132,
|
|
"ap-0.15": 0.489733,
|
|
"ap-0.25": 0.615775,
|
|
"ap-0.5": 0.652046
|
|
},
|
|
"head": {
|
|
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|
|
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|
|
"median": 0.050313,
|
|
"std": 0.060124,
|
|
"sem": 0.002182,
|
|
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|
|
"max": 0.482489,
|
|
"recall-0.025": 0.087653,
|
|
"recall-0.05": 0.356268,
|
|
"recall-0.1": 0.624882,
|
|
"recall-0.15": 0.667295,
|
|
"recall-0.25": 0.697455,
|
|
"recall-0.5": 0.716305,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_left": {
|
|
"count": 759,
|
|
"mean": 0.064205,
|
|
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|
|
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|
|
"sem": 0.002474,
|
|
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|
|
"max": 0.498748,
|
|
"recall-0.025": 0.155514,
|
|
"recall-0.05": 0.415646,
|
|
"recall-0.1": 0.60509,
|
|
"recall-0.15": 0.662582,
|
|
"recall-0.25": 0.693685,
|
|
"recall-0.5": 0.715363,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_right": {
|
|
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|
|
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|
|
"median": 0.040684,
|
|
"std": 0.067691,
|
|
"sem": 0.002462,
|
|
"min": 0.001883,
|
|
"max": 0.496442,
|
|
"recall-0.025": 0.152686,
|
|
"recall-0.05": 0.446748,
|
|
"recall-0.1": 0.618285,
|
|
"recall-0.15": 0.66918,
|
|
"recall-0.25": 0.689915,
|
|
"recall-0.5": 0.713478,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_left": {
|
|
"count": 746,
|
|
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|
|
"median": 0.074588,
|
|
"std": 0.083038,
|
|
"sem": 0.003042,
|
|
"min": 0.005382,
|
|
"max": 0.481769,
|
|
"recall-0.025": 0.066918,
|
|
"recall-0.05": 0.223374,
|
|
"recall-0.1": 0.431668,
|
|
"recall-0.15": 0.559849,
|
|
"recall-0.25": 0.655042,
|
|
"recall-0.5": 0.70311,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_right": {
|
|
"count": 750,
|
|
"mean": 0.083574,
|
|
"median": 0.057556,
|
|
"std": 0.078516,
|
|
"sem": 0.002869,
|
|
"min": 0.003313,
|
|
"max": 0.498068,
|
|
"recall-0.025": 0.096136,
|
|
"recall-0.05": 0.301602,
|
|
"recall-0.1": 0.523091,
|
|
"recall-0.15": 0.615457,
|
|
"recall-0.25": 0.671065,
|
|
"recall-0.5": 0.70688,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_left": {
|
|
"count": 752,
|
|
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|
|
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|
|
"std": 0.102411,
|
|
"sem": 0.003737,
|
|
"min": 0.00418,
|
|
"max": 0.497384,
|
|
"recall-0.025": 0.062205,
|
|
"recall-0.05": 0.180961,
|
|
"recall-0.1": 0.380773,
|
|
"recall-0.15": 0.473139,
|
|
"recall-0.25": 0.614515,
|
|
"recall-0.5": 0.708765,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_right": {
|
|
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|
|
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|
|
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|
|
"std": 0.100607,
|
|
"sem": 0.003683,
|
|
"min": 0.006423,
|
|
"max": 0.485199,
|
|
"recall-0.025": 0.072573,
|
|
"recall-0.05": 0.240339,
|
|
"recall-0.1": 0.430726,
|
|
"recall-0.15": 0.527804,
|
|
"recall-0.25": 0.621112,
|
|
"recall-0.5": 0.704053,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_left": {
|
|
"count": 745,
|
|
"mean": 0.18929,
|
|
"median": 0.17065,
|
|
"std": 0.085602,
|
|
"sem": 0.003138,
|
|
"min": 0.021758,
|
|
"max": 0.499358,
|
|
"recall-0.025": 0.000943,
|
|
"recall-0.05": 0.00377,
|
|
"recall-0.1": 0.065975,
|
|
"recall-0.15": 0.260132,
|
|
"recall-0.25": 0.574929,
|
|
"recall-0.5": 0.702168,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_right": {
|
|
"count": 740,
|
|
"mean": 0.180676,
|
|
"median": 0.167368,
|
|
"std": 0.076747,
|
|
"sem": 0.002823,
|
|
"min": 0.036054,
|
|
"max": 0.492444,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.00377,
|
|
"recall-0.1": 0.069746,
|
|
"recall-0.15": 0.275212,
|
|
"recall-0.25": 0.588124,
|
|
"recall-0.5": 0.697455,
|
|
"num_labels": 1061
|
|
},
|
|
"knee_left": {},
|
|
"knee_right": {},
|
|
"ankle_left": {},
|
|
"ankle_right": {},
|
|
"joint_recalls": {
|
|
"num_labels": 9549,
|
|
"recall-0.025": 0.07666,
|
|
"recall-0.05": 0.24065,
|
|
"recall-0.1": 0.41627,
|
|
"recall-0.15": 0.52278,
|
|
"recall-0.25": 0.64426,
|
|
"recall-0.5": 0.70699
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10610,
|
|
"correct_parts": 5842,
|
|
"pcp": 0.550613
|
|
}
|
|
```
|
|
|
|
### Panoptic
|
|
|
|
(duration 00:02:28)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.11023792871614782,
|
|
"avg_time_3d": 0.0007589270428913395,
|
|
"avg_fps": 9.00926420988789
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1540,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1464,
|
|
"invalid_preds": 76,
|
|
"missing": 2,
|
|
"invalid_fraction": 0.04935,
|
|
"precision": 0.95065,
|
|
"recall": 0.99864,
|
|
"f1": 0.97405,
|
|
"non_empty": 1540
|
|
},
|
|
"mpjpe": {
|
|
"count": 1464,
|
|
"mean": 0.042718,
|
|
"median": 0.038,
|
|
"std": 0.020204,
|
|
"sem": 0.000528,
|
|
"min": 0.01189,
|
|
"max": 0.147865,
|
|
"recall-0.025": 0.153479,
|
|
"recall-0.05": 0.742156,
|
|
"recall-0.1": 0.982265,
|
|
"recall-0.15": 0.998636,
|
|
"recall-0.25": 0.998636,
|
|
"recall-0.5": 0.998636,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.064081,
|
|
"ap-0.05": 0.663593,
|
|
"ap-0.1": 0.961019,
|
|
"ap-0.15": 0.98405,
|
|
"ap-0.25": 0.98405,
|
|
"ap-0.5": 0.98405
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.01608,
|
|
"median": 0.012425,
|
|
"std": 0.019002,
|
|
"sem": 0.000497,
|
|
"min": 0.001407,
|
|
"max": 0.282177,
|
|
"recall-0.025": 0.901572,
|
|
"recall-0.05": 0.96514,
|
|
"recall-0.1": 0.995215,
|
|
"recall-0.15": 0.995899,
|
|
"recall-0.25": 0.996582,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1464,
|
|
"mean": 0.021397,
|
|
"median": 0.01901,
|
|
"std": 0.011213,
|
|
"sem": 0.000293,
|
|
"min": 0.002677,
|
|
"max": 0.095793,
|
|
"recall-0.025": 0.706003,
|
|
"recall-0.05": 0.97749,
|
|
"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": 0.022685,
|
|
"median": 0.019588,
|
|
"std": 0.014424,
|
|
"sem": 0.000377,
|
|
"min": 0.00112,
|
|
"max": 0.146597,
|
|
"recall-0.025": 0.712628,
|
|
"recall-0.05": 0.953584,
|
|
"recall-0.1": 0.995904,
|
|
"recall-0.15": 0.998635,
|
|
"recall-0.25": 0.998635,
|
|
"recall-0.5": 0.998635,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1463,
|
|
"mean": 0.026268,
|
|
"median": 0.017747,
|
|
"std": 0.028791,
|
|
"sem": 0.000753,
|
|
"min": 0.001259,
|
|
"max": 0.323155,
|
|
"recall-0.025": 0.703754,
|
|
"recall-0.05": 0.882594,
|
|
"recall-0.1": 0.979522,
|
|
"recall-0.15": 0.986348,
|
|
"recall-0.25": 0.996587,
|
|
"recall-0.5": 0.998635,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1462,
|
|
"mean": 0.023411,
|
|
"median": 0.01824,
|
|
"std": 0.018218,
|
|
"sem": 0.000477,
|
|
"min": 0.001407,
|
|
"max": 0.227062,
|
|
"recall-0.025": 0.687628,
|
|
"recall-0.05": 0.926863,
|
|
"recall-0.1": 0.993848,
|
|
"recall-0.15": 0.997949,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1429,
|
|
"mean": 0.035199,
|
|
"median": 0.01696,
|
|
"std": 0.050725,
|
|
"sem": 0.001342,
|
|
"min": 0.000713,
|
|
"max": 0.397255,
|
|
"recall-0.025": 0.675732,
|
|
"recall-0.05": 0.824965,
|
|
"recall-0.1": 0.908647,
|
|
"recall-0.15": 0.95537,
|
|
"recall-0.25": 0.98675,
|
|
"recall-0.5": 0.996513,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1456,
|
|
"mean": 0.024248,
|
|
"median": 0.016323,
|
|
"std": 0.024811,
|
|
"sem": 0.00065,
|
|
"min": 0.001905,
|
|
"max": 0.355734,
|
|
"recall-0.025": 0.70261,
|
|
"recall-0.05": 0.892857,
|
|
"recall-0.1": 0.980769,
|
|
"recall-0.15": 0.995192,
|
|
"recall-0.25": 0.999313,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1463,
|
|
"mean": 0.059396,
|
|
"median": 0.053454,
|
|
"std": 0.029991,
|
|
"sem": 0.000784,
|
|
"min": 0.005563,
|
|
"max": 0.17979,
|
|
"recall-0.025": 0.068942,
|
|
"recall-0.05": 0.424573,
|
|
"recall-0.1": 0.893515,
|
|
"recall-0.15": 0.969283,
|
|
"recall-0.25": 0.998635,
|
|
"recall-0.5": 0.998635,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1464,
|
|
"mean": 0.058562,
|
|
"median": 0.054479,
|
|
"std": 0.028875,
|
|
"sem": 0.000755,
|
|
"min": 0.003776,
|
|
"max": 0.304525,
|
|
"recall-0.025": 0.05457,
|
|
"recall-0.05": 0.420191,
|
|
"recall-0.1": 0.914734,
|
|
"recall-0.15": 0.986357,
|
|
"recall-0.25": 0.997954,
|
|
"recall-0.5": 0.998636,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1463,
|
|
"mean": 0.051829,
|
|
"median": 0.042757,
|
|
"std": 0.042202,
|
|
"sem": 0.001104,
|
|
"min": 0.001938,
|
|
"max": 0.3408,
|
|
"recall-0.025": 0.188396,
|
|
"recall-0.05": 0.633447,
|
|
"recall-0.1": 0.927645,
|
|
"recall-0.15": 0.967235,
|
|
"recall-0.25": 0.984983,
|
|
"recall-0.5": 0.998635,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1457,
|
|
"mean": 0.048415,
|
|
"median": 0.042583,
|
|
"std": 0.029674,
|
|
"sem": 0.000778,
|
|
"min": 0.003543,
|
|
"max": 0.324497,
|
|
"recall-0.025": 0.214531,
|
|
"recall-0.05": 0.588074,
|
|
"recall-0.1": 0.938314,
|
|
"recall-0.15": 0.992461,
|
|
"recall-0.25": 0.996573,
|
|
"recall-0.5": 0.998629,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1456,
|
|
"mean": 0.083278,
|
|
"median": 0.037344,
|
|
"std": 0.106297,
|
|
"sem": 0.002787,
|
|
"min": 0.002453,
|
|
"max": 0.495774,
|
|
"recall-0.025": 0.362953,
|
|
"recall-0.05": 0.587833,
|
|
"recall-0.1": 0.732057,
|
|
"recall-0.15": 0.821599,
|
|
"recall-0.25": 0.913876,
|
|
"recall-0.5": 0.995215,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1449,
|
|
"mean": 0.077908,
|
|
"median": 0.033398,
|
|
"std": 0.103855,
|
|
"sem": 0.002729,
|
|
"min": 0.001061,
|
|
"max": 0.4981,
|
|
"recall-0.025": 0.369863,
|
|
"recall-0.05": 0.684247,
|
|
"recall-0.1": 0.772603,
|
|
"recall-0.15": 0.813699,
|
|
"recall-0.25": 0.896575,
|
|
"recall-0.5": 0.992466,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.48773,
|
|
"recall-0.05": 0.75039,
|
|
"recall-0.1": 0.92507,
|
|
"recall-0.15": 0.95956,
|
|
"recall-0.25": 0.98157,
|
|
"recall-0.5": 0.99768
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 19978,
|
|
"pcp": 0.977206
|
|
}
|
|
```
|
|
|
|
(3 cameras)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.0669327892908236,
|
|
"avg_time_3d": 0.0005383119350526391,
|
|
"avg_fps": 14.82116019793796
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1429,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1412,
|
|
"invalid_preds": 17,
|
|
"missing": 54,
|
|
"invalid_fraction": 0.0119,
|
|
"precision": 0.9881,
|
|
"recall": 0.96317,
|
|
"f1": 0.97547,
|
|
"non_empty": 1429
|
|
},
|
|
"mpjpe": {
|
|
"count": 1412,
|
|
"mean": 0.075792,
|
|
"median": 0.065401,
|
|
"std": 0.04425,
|
|
"sem": 0.001178,
|
|
"min": 0.020974,
|
|
"max": 0.442572,
|
|
"recall-0.025": 0.004775,
|
|
"recall-0.05": 0.273533,
|
|
"recall-0.1": 0.796044,
|
|
"recall-0.15": 0.907913,
|
|
"recall-0.25": 0.948158,
|
|
"recall-0.5": 0.963165,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.001689,
|
|
"ap-0.05": 0.185397,
|
|
"ap-0.1": 0.735355,
|
|
"ap-0.15": 0.886829,
|
|
"ap-0.25": 0.934464,
|
|
"ap-0.5": 0.951885
|
|
},
|
|
"nose": {
|
|
"count": 1411,
|
|
"mean": 0.023942,
|
|
"median": 0.018414,
|
|
"std": 0.018239,
|
|
"sem": 0.000486,
|
|
"min": 0.001916,
|
|
"max": 0.23494,
|
|
"recall-0.025": 0.625427,
|
|
"recall-0.05": 0.90499,
|
|
"recall-0.1": 0.956254,
|
|
"recall-0.15": 0.962406,
|
|
"recall-0.25": 0.964457,
|
|
"recall-0.5": 0.964457,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1412,
|
|
"mean": 0.024262,
|
|
"median": 0.02112,
|
|
"std": 0.018593,
|
|
"sem": 0.000495,
|
|
"min": 0.002094,
|
|
"max": 0.31592,
|
|
"recall-0.025": 0.571623,
|
|
"recall-0.05": 0.912688,
|
|
"recall-0.1": 0.959072,
|
|
"recall-0.15": 0.961119,
|
|
"recall-0.25": 0.961119,
|
|
"recall-0.5": 0.963165,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1411,
|
|
"mean": 0.029836,
|
|
"median": 0.024318,
|
|
"std": 0.023709,
|
|
"sem": 0.000631,
|
|
"min": 0.00406,
|
|
"max": 0.302527,
|
|
"recall-0.025": 0.496928,
|
|
"recall-0.05": 0.867577,
|
|
"recall-0.1": 0.948123,
|
|
"recall-0.15": 0.956997,
|
|
"recall-0.25": 0.961092,
|
|
"recall-0.5": 0.96314,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1411,
|
|
"mean": 0.036684,
|
|
"median": 0.023627,
|
|
"std": 0.036215,
|
|
"sem": 0.000964,
|
|
"min": 0.001498,
|
|
"max": 0.359129,
|
|
"recall-0.025": 0.511263,
|
|
"recall-0.05": 0.759044,
|
|
"recall-0.1": 0.894881,
|
|
"recall-0.15": 0.946758,
|
|
"recall-0.25": 0.961092,
|
|
"recall-0.5": 0.96314,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1411,
|
|
"mean": 0.037083,
|
|
"median": 0.022473,
|
|
"std": 0.042933,
|
|
"sem": 0.001143,
|
|
"min": 0.001047,
|
|
"max": 0.414541,
|
|
"recall-0.025": 0.550923,
|
|
"recall-0.05": 0.784005,
|
|
"recall-0.1": 0.902939,
|
|
"recall-0.15": 0.922078,
|
|
"recall-0.25": 0.962406,
|
|
"recall-0.5": 0.964457,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1376,
|
|
"mean": 0.057384,
|
|
"median": 0.022777,
|
|
"std": 0.075996,
|
|
"sem": 0.002049,
|
|
"min": 0.001727,
|
|
"max": 0.4856,
|
|
"recall-0.025": 0.505579,
|
|
"recall-0.05": 0.635286,
|
|
"recall-0.1": 0.799163,
|
|
"recall-0.15": 0.863319,
|
|
"recall-0.25": 0.929568,
|
|
"recall-0.5": 0.959554,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1403,
|
|
"mean": 0.051906,
|
|
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|
|
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|
|
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|
|
"max": 0.453971,
|
|
"recall-0.025": 0.43956,
|
|
"recall-0.05": 0.645604,
|
|
"recall-0.1": 0.845467,
|
|
"recall-0.15": 0.908654,
|
|
"recall-0.25": 0.940934,
|
|
"recall-0.5": 0.963599,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1410,
|
|
"mean": 0.069404,
|
|
"median": 0.063958,
|
|
"std": 0.034045,
|
|
"sem": 0.000907,
|
|
"min": 0.004913,
|
|
"max": 0.205973,
|
|
"recall-0.025": 0.03959,
|
|
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|
|
"recall-0.1": 0.842321,
|
|
"recall-0.15": 0.913993,
|
|
"recall-0.25": 0.962457,
|
|
"recall-0.5": 0.962457,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1411,
|
|
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|
|
"median": 0.071167,
|
|
"std": 0.03891,
|
|
"sem": 0.001036,
|
|
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|
|
"max": 0.304525,
|
|
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|
|
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|
|
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|
|
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|
|
"recall-0.25": 0.961119,
|
|
"recall-0.5": 0.962483,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1392,
|
|
"mean": 0.08272,
|
|
"median": 0.055753,
|
|
"std": 0.078906,
|
|
"sem": 0.002116,
|
|
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|
|
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|
|
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|
|
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|
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|
|
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|
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|
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|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
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|
|
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|
|
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|
|
"std": 0.076692,
|
|
"sem": 0.002056,
|
|
"min": 0.005476,
|
|
"max": 0.496602,
|
|
"recall-0.025": 0.078821,
|
|
"recall-0.05": 0.382454,
|
|
"recall-0.1": 0.749143,
|
|
"recall-0.15": 0.827964,
|
|
"recall-0.25": 0.911583,
|
|
"recall-0.5": 0.954078,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1319,
|
|
"mean": 0.161869,
|
|
"median": 0.131406,
|
|
"std": 0.140066,
|
|
"sem": 0.003858,
|
|
"min": 0.000769,
|
|
"max": 0.49962,
|
|
"recall-0.025": 0.198223,
|
|
"recall-0.05": 0.293233,
|
|
"recall-0.1": 0.372522,
|
|
"recall-0.15": 0.498975,
|
|
"recall-0.25": 0.649351,
|
|
"recall-0.5": 0.901572,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1311,
|
|
"mean": 0.149307,
|
|
"median": 0.106447,
|
|
"std": 0.131489,
|
|
"sem": 0.003633,
|
|
"min": 0.001734,
|
|
"max": 0.497141,
|
|
"recall-0.025": 0.161644,
|
|
"recall-0.05": 0.29589,
|
|
"recall-0.1": 0.427397,
|
|
"recall-0.15": 0.541096,
|
|
"recall-0.25": 0.681507,
|
|
"recall-0.5": 0.897945,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.32928,
|
|
"recall-0.05": 0.56372,
|
|
"recall-0.1": 0.78336,
|
|
"recall-0.15": 0.84576,
|
|
"recall-0.25": 0.9039,
|
|
"recall-0.5": 0.95129
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 18309,
|
|
"pcp": 0.895568
|
|
}
|
|
```
|
|
|
|
(10 cameras)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.20779247690991656,
|
|
"avg_time_3d": 0.0016487220438515268,
|
|
"avg_fps": 4.774609794994247
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1523,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1465,
|
|
"invalid_preds": 58,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.03808,
|
|
"precision": 0.96192,
|
|
"recall": 0.99932,
|
|
"f1": 0.98026,
|
|
"non_empty": 1523
|
|
},
|
|
"mpjpe": {
|
|
"count": 1465,
|
|
"mean": 0.03698,
|
|
"median": 0.032157,
|
|
"std": 0.017197,
|
|
"sem": 0.000449,
|
|
"min": 0.013848,
|
|
"max": 0.136363,
|
|
"recall-0.025": 0.191678,
|
|
"recall-0.05": 0.854025,
|
|
"recall-0.1": 0.988404,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.089714,
|
|
"ap-0.05": 0.813775,
|
|
"ap-0.1": 0.976169,
|
|
"ap-0.15": 0.988475,
|
|
"ap-0.25": 0.988475,
|
|
"ap-0.5": 0.988475
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.012463,
|
|
"median": 0.010896,
|
|
"std": 0.007875,
|
|
"sem": 0.000206,
|
|
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|
|
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|
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|
|
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|
|
"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": {
|
|
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|
|
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|
|
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|
|
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|
|
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|
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|
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|
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|
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|
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|
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|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1464,
|
|
"mean": 0.020508,
|
|
"median": 0.019301,
|
|
"std": 0.008862,
|
|
"sem": 0.000232,
|
|
"min": 0.000512,
|
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"max": 0.087963,
|
|
"recall-0.025": 0.767918,
|
|
"recall-0.05": 0.990444,
|
|
"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": 0.020822,
|
|
"median": 0.018392,
|
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"std": 0.01212,
|
|
"sem": 0.000317,
|
|
"min": 0.002104,
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|
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"recall-0.025": 0.71058,
|
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"recall-0.05": 0.975427,
|
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|
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|
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"recall-0.25": 0.999317,
|
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"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1462,
|
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|
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"median": 0.017396,
|
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"std": 0.011483,
|
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"sem": 0.0003,
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|
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"recall-0.5": 0.999316,
|
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"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
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|
|
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|
|
"median": 0.015145,
|
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|
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|
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|
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|
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|
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|
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|
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|
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"num_labels": 1434
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},
|
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"wrist_right": {
|
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|
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|
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|
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|
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|
|
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|
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|
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|
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|
|
"recall-0.1": 0.983516,
|
|
"recall-0.15": 0.996566,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
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|
|
"mean": 0.050187,
|
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"median": 0.048259,
|
|
"std": 0.019021,
|
|
"sem": 0.000497,
|
|
"min": 0.008094,
|
|
"max": 0.148516,
|
|
"recall-0.025": 0.050512,
|
|
"recall-0.05": 0.551536,
|
|
"recall-0.1": 0.975427,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1465,
|
|
"mean": 0.050083,
|
|
"median": 0.048863,
|
|
"std": 0.016782,
|
|
"sem": 0.000439,
|
|
"min": 0.007258,
|
|
"max": 0.138747,
|
|
"recall-0.025": 0.048431,
|
|
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|
|
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|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
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|
|
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|
|
"median": 0.032025,
|
|
"std": 0.029417,
|
|
"sem": 0.000769,
|
|
"min": 0.000967,
|
|
"max": 0.457217,
|
|
"recall-0.025": 0.332423,
|
|
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|
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|
|
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|
|
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|
|
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|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
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|
|
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|
|
"median": 0.035713,
|
|
"std": 0.026497,
|
|
"sem": 0.000694,
|
|
"min": 0.004598,
|
|
"max": 0.242773,
|
|
"recall-0.025": 0.245374,
|
|
"recall-0.05": 0.735435,
|
|
"recall-0.1": 0.963674,
|
|
"recall-0.15": 0.990404,
|
|
"recall-0.25": 0.999315,
|
|
"recall-0.5": 0.999315,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1458,
|
|
"mean": 0.084888,
|
|
"median": 0.04214,
|
|
"std": 0.101806,
|
|
"sem": 0.002667,
|
|
"min": 0.000814,
|
|
"max": 0.494931,
|
|
"recall-0.025": 0.350649,
|
|
"recall-0.05": 0.552973,
|
|
"recall-0.1": 0.71702,
|
|
"recall-0.15": 0.829802,
|
|
"recall-0.25": 0.917293,
|
|
"recall-0.5": 0.996582,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1450,
|
|
"mean": 0.077312,
|
|
"median": 0.042646,
|
|
"std": 0.098024,
|
|
"sem": 0.002575,
|
|
"min": 0.001957,
|
|
"max": 0.49866,
|
|
"recall-0.025": 0.319178,
|
|
"recall-0.05": 0.568493,
|
|
"recall-0.1": 0.794521,
|
|
"recall-0.15": 0.853425,
|
|
"recall-0.25": 0.908904,
|
|
"recall-0.5": 0.993151,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.53112,
|
|
"recall-0.05": 0.80595,
|
|
"recall-0.1": 0.95118,
|
|
"recall-0.15": 0.97262,
|
|
"recall-0.25": 0.98557,
|
|
"recall-0.5": 0.99831
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20202,
|
|
"pcp": 0.988163
|
|
}
|
|
```
|
|
|
|
### IkeaAsm
|
|
|
|
(duration 00:01:45)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.05610806143868453,
|
|
"avg_time_3d": 0.00039702031149793025,
|
|
"avg_fps": 17.697523285094107
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 479,
|
|
"total_labels": 479,
|
|
"total_preds": 662,
|
|
"considered_empty": 0,
|
|
"valid_preds": 400,
|
|
"invalid_preds": 262,
|
|
"missing": 79,
|
|
"invalid_fraction": 0.39577,
|
|
"precision": 0.60423,
|
|
"recall": 0.83507,
|
|
"f1": 0.70114,
|
|
"non_empty": 662
|
|
},
|
|
"mpjpe": {
|
|
"count": 400,
|
|
"mean": 0.093309,
|
|
"median": 0.07366,
|
|
"std": 0.075337,
|
|
"sem": 0.003772,
|
|
"min": 0.018825,
|
|
"max": 0.474035,
|
|
"recall-0.025": 0.029228,
|
|
"recall-0.05": 0.271399,
|
|
"recall-0.1": 0.582463,
|
|
"recall-0.15": 0.701461,
|
|
"recall-0.25": 0.799582,
|
|
"recall-0.5": 0.835073,
|
|
"num_labels": 479,
|
|
"ap-0.025": 0.00138,
|
|
"ap-0.05": 0.093016,
|
|
"ap-0.1": 0.381543,
|
|
"ap-0.15": 0.537106,
|
|
"ap-0.25": 0.6682,
|
|
"ap-0.5": 0.699273
|
|
},
|
|
"head": {
|
|
"count": 376,
|
|
"mean": 0.040456,
|
|
"median": 0.030025,
|
|
"std": 0.041104,
|
|
"sem": 0.002123,
|
|
"min": 0.003708,
|
|
"max": 0.388716,
|
|
"recall-0.025": 0.311947,
|
|
"recall-0.05": 0.639381,
|
|
"recall-0.1": 0.798673,
|
|
"recall-0.15": 0.814159,
|
|
"recall-0.25": 0.823009,
|
|
"recall-0.5": 0.831858,
|
|
"num_labels": 452
|
|
},
|
|
"shoulder_left": {
|
|
"count": 380,
|
|
"mean": 0.047389,
|
|
"median": 0.036497,
|
|
"std": 0.044986,
|
|
"sem": 0.002311,
|
|
"min": 0.011784,
|
|
"max": 0.419809,
|
|
"recall-0.025": 0.096916,
|
|
"recall-0.05": 0.621145,
|
|
"recall-0.1": 0.799559,
|
|
"recall-0.15": 0.814978,
|
|
"recall-0.25": 0.823789,
|
|
"recall-0.5": 0.837004,
|
|
"num_labels": 454
|
|
},
|
|
"shoulder_right": {
|
|
"count": 393,
|
|
"mean": 0.037999,
|
|
"median": 0.028839,
|
|
"std": 0.043162,
|
|
"sem": 0.00218,
|
|
"min": 0.004674,
|
|
"max": 0.434466,
|
|
"recall-0.025": 0.271949,
|
|
"recall-0.05": 0.747323,
|
|
"recall-0.1": 0.815846,
|
|
"recall-0.15": 0.82227,
|
|
"recall-0.25": 0.826552,
|
|
"recall-0.5": 0.841542,
|
|
"num_labels": 467
|
|
},
|
|
"elbow_left": {
|
|
"count": 366,
|
|
"mean": 0.04082,
|
|
"median": 0.022469,
|
|
"std": 0.057562,
|
|
"sem": 0.003013,
|
|
"min": 0.003295,
|
|
"max": 0.491679,
|
|
"recall-0.025": 0.459954,
|
|
"recall-0.05": 0.675057,
|
|
"recall-0.1": 0.76659,
|
|
"recall-0.15": 0.79405,
|
|
"recall-0.25": 0.82151,
|
|
"recall-0.5": 0.837529,
|
|
"num_labels": 437
|
|
},
|
|
"elbow_right": {
|
|
"count": 370,
|
|
"mean": 0.039578,
|
|
"median": 0.022174,
|
|
"std": 0.061189,
|
|
"sem": 0.003185,
|
|
"min": 0.00252,
|
|
"max": 0.483894,
|
|
"recall-0.025": 0.478458,
|
|
"recall-0.05": 0.693878,
|
|
"recall-0.1": 0.786848,
|
|
"recall-0.15": 0.802721,
|
|
"recall-0.25": 0.818594,
|
|
"recall-0.5": 0.839002,
|
|
"num_labels": 441
|
|
},
|
|
"wrist_left": {
|
|
"count": 360,
|
|
"mean": 0.038444,
|
|
"median": 0.023203,
|
|
"std": 0.061226,
|
|
"sem": 0.003231,
|
|
"min": 0.002309,
|
|
"max": 0.478187,
|
|
"recall-0.025": 0.454128,
|
|
"recall-0.05": 0.701835,
|
|
"recall-0.1": 0.777523,
|
|
"recall-0.15": 0.798165,
|
|
"recall-0.25": 0.805046,
|
|
"recall-0.5": 0.825688,
|
|
"num_labels": 436
|
|
},
|
|
"wrist_right": {
|
|
"count": 373,
|
|
"mean": 0.035859,
|
|
"median": 0.020875,
|
|
"std": 0.053113,
|
|
"sem": 0.002754,
|
|
"min": 0.001785,
|
|
"max": 0.47799,
|
|
"recall-0.025": 0.484305,
|
|
"recall-0.05": 0.717489,
|
|
"recall-0.1": 0.789238,
|
|
"recall-0.15": 0.804933,
|
|
"recall-0.25": 0.825112,
|
|
"recall-0.5": 0.836323,
|
|
"num_labels": 446
|
|
},
|
|
"hip_left": {
|
|
"count": 261,
|
|
"mean": 0.112268,
|
|
"median": 0.098299,
|
|
"std": 0.056754,
|
|
"sem": 0.00352,
|
|
"min": 0.029201,
|
|
"max": 0.488038,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.015924,
|
|
"recall-0.1": 0.436306,
|
|
"recall-0.15": 0.726115,
|
|
"recall-0.25": 0.805732,
|
|
"recall-0.5": 0.83121,
|
|
"num_labels": 314
|
|
},
|
|
"hip_right": {
|
|
"count": 205,
|
|
"mean": 0.104318,
|
|
"median": 0.090241,
|
|
"std": 0.060778,
|
|
"sem": 0.004255,
|
|
"min": 0.030718,
|
|
"max": 0.497295,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.030769,
|
|
"recall-0.1": 0.511538,
|
|
"recall-0.15": 0.707692,
|
|
"recall-0.25": 0.765385,
|
|
"recall-0.5": 0.788462,
|
|
"num_labels": 260
|
|
},
|
|
"knee_left": {
|
|
"count": 214,
|
|
"mean": 0.149731,
|
|
"median": 0.111341,
|
|
"std": 0.109357,
|
|
"sem": 0.007493,
|
|
"min": 0.010824,
|
|
"max": 0.491249,
|
|
"recall-0.025": 0.028986,
|
|
"recall-0.05": 0.105072,
|
|
"recall-0.1": 0.32971,
|
|
"recall-0.15": 0.503623,
|
|
"recall-0.25": 0.630435,
|
|
"recall-0.5": 0.775362,
|
|
"num_labels": 276
|
|
},
|
|
"knee_right": {
|
|
"count": 164,
|
|
"mean": 0.145171,
|
|
"median": 0.098903,
|
|
"std": 0.117423,
|
|
"sem": 0.009197,
|
|
"min": 0.015332,
|
|
"max": 0.489112,
|
|
"recall-0.025": 0.018605,
|
|
"recall-0.05": 0.134884,
|
|
"recall-0.1": 0.386047,
|
|
"recall-0.15": 0.52093,
|
|
"recall-0.25": 0.627907,
|
|
"recall-0.5": 0.762791,
|
|
"num_labels": 215
|
|
},
|
|
"ankle_left": {
|
|
"count": 55,
|
|
"mean": 0.341998,
|
|
"median": 0.379434,
|
|
"std": 0.110689,
|
|
"sem": 0.015063,
|
|
"min": 0.064544,
|
|
"max": 0.490279,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.0,
|
|
"recall-0.1": 0.022727,
|
|
"recall-0.15": 0.030303,
|
|
"recall-0.25": 0.083333,
|
|
"recall-0.5": 0.416667,
|
|
"num_labels": 132
|
|
},
|
|
"ankle_right": {
|
|
"count": 56,
|
|
"mean": 0.365706,
|
|
"median": 0.380989,
|
|
"std": 0.098209,
|
|
"sem": 0.013242,
|
|
"min": 0.113098,
|
|
"max": 0.491617,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.0,
|
|
"recall-0.1": 0.0,
|
|
"recall-0.15": 0.023622,
|
|
"recall-0.25": 0.062992,
|
|
"recall-0.5": 0.440945,
|
|
"num_labels": 127
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4457,
|
|
"recall-0.025": 0.25712,
|
|
"recall-0.05": 0.49652,
|
|
"recall-0.1": 0.65492,
|
|
"recall-0.15": 0.71595,
|
|
"recall-0.25": 0.75028,
|
|
"recall-0.5": 0.80031
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4313,
|
|
"correct_parts": 3239,
|
|
"pcp": 0.750985
|
|
}
|
|
```
|
|
|
|
### Tsinghua
|
|
|
|
(duration 00:01:51)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.12212131857872009,
|
|
"avg_time_3d": 0.0008241891860961914,
|
|
"avg_fps": 8.133684737086208
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 210,
|
|
"total_labels": 630,
|
|
"total_preds": 631,
|
|
"considered_empty": 0,
|
|
"valid_preds": 630,
|
|
"invalid_preds": 1,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.00158,
|
|
"precision": 0.99842,
|
|
"recall": 1.0,
|
|
"f1": 0.99921,
|
|
"non_empty": 631
|
|
},
|
|
"mpjpe": {
|
|
"count": 630,
|
|
"mean": 0.056103,
|
|
"median": 0.051456,
|
|
"std": 0.018372,
|
|
"sem": 0.000733,
|
|
"min": 0.028965,
|
|
"max": 0.14306,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.439683,
|
|
"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": 0.224824,
|
|
"ap-0.1": 0.928154,
|
|
"ap-0.15": 0.999746,
|
|
"ap-0.25": 0.999746,
|
|
"ap-0.5": 0.999746
|
|
},
|
|
"head": {
|
|
"count": 598,
|
|
"mean": 0.040759,
|
|
"median": 0.039496,
|
|
"std": 0.013741,
|
|
"sem": 0.000562,
|
|
"min": 0.011364,
|
|
"max": 0.102955,
|
|
"recall-0.025": 0.125418,
|
|
"recall-0.05": 0.767559,
|
|
"recall-0.1": 0.998328,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 598
|
|
},
|
|
"shoulder_left": {
|
|
"count": 630,
|
|
"mean": 0.062835,
|
|
"median": 0.060457,
|
|
"std": 0.019397,
|
|
"sem": 0.000773,
|
|
"min": 0.018922,
|
|
"max": 0.132634,
|
|
"recall-0.025": 0.003175,
|
|
"recall-0.05": 0.273016,
|
|
"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": 0.066268,
|
|
"median": 0.06401,
|
|
"std": 0.01988,
|
|
"sem": 0.000793,
|
|
"min": 0.0267,
|
|
"max": 0.146825,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.252381,
|
|
"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": 0.052366,
|
|
"median": 0.049508,
|
|
"std": 0.02021,
|
|
"sem": 0.000806,
|
|
"min": 0.010131,
|
|
"max": 0.140634,
|
|
"recall-0.025": 0.05873,
|
|
"recall-0.05": 0.520635,
|
|
"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": 0.055804,
|
|
"median": 0.048387,
|
|
"std": 0.032053,
|
|
"sem": 0.001279,
|
|
"min": 0.004074,
|
|
"max": 0.228126,
|
|
"recall-0.025": 0.084261,
|
|
"recall-0.05": 0.529412,
|
|
"recall-0.1": 0.920509,
|
|
"recall-0.15": 0.969793,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"wrist_left": {
|
|
"count": 630,
|
|
"mean": 0.048061,
|
|
"median": 0.041971,
|
|
"std": 0.026754,
|
|
"sem": 0.001067,
|
|
"min": 0.007895,
|
|
"max": 0.191578,
|
|
"recall-0.025": 0.134921,
|
|
"recall-0.05": 0.642857,
|
|
"recall-0.1": 0.950794,
|
|
"recall-0.15": 0.988889,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"wrist_right": {
|
|
"count": 625,
|
|
"mean": 0.052694,
|
|
"median": 0.047416,
|
|
"std": 0.0259,
|
|
"sem": 0.001037,
|
|
"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": 0.057289,
|
|
"median": 0.054137,
|
|
"std": 0.020575,
|
|
"sem": 0.00082,
|
|
"min": 0.014001,
|
|
"max": 0.17071,
|
|
"recall-0.025": 0.025397,
|
|
"recall-0.05": 0.401587,
|
|
"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": 0.055246,
|
|
"median": 0.050996,
|
|
"std": 0.023089,
|
|
"sem": 0.000921,
|
|
"min": 0.004999,
|
|
"max": 0.145424,
|
|
"recall-0.025": 0.069952,
|
|
"recall-0.05": 0.480127,
|
|
"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": 0.045669,
|
|
"median": 0.034743,
|
|
"std": 0.046074,
|
|
"sem": 0.00184,
|
|
"min": 0.003593,
|
|
"max": 0.364064,
|
|
"recall-0.025": 0.291401,
|
|
"recall-0.05": 0.724522,
|
|
"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": 0.053711,
|
|
"median": 0.036065,
|
|
"std": 0.072301,
|
|
"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": 0.065863,
|
|
"median": 0.050491,
|
|
"std": 0.072779,
|
|
"sem": 0.002928,
|
|
"min": 0.012793,
|
|
"max": 0.493666,
|
|
"recall-0.025": 0.035541,
|
|
"recall-0.05": 0.489499,
|
|
"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": 0.054029,
|
|
"median": 0.047411,
|
|
"std": 0.042569,
|
|
"sem": 0.001738,
|
|
"min": 0.011391,
|
|
"max": 0.47977,
|
|
"recall-0.025": 0.096463,
|
|
"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": 0.09595,
|
|
"recall-0.05": 0.52749,
|
|
"recall-0.1": 0.95092,
|
|
"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, duration 00:00:41)
|
|
```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,
|
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"precision": 0.99502,
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}
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{
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"pcp": 0.998929
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|
}
|
|
```
|
|
|
|
(duration 00:00:54)
|
|
```json
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"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_4": {
|
|
"count": 196,
|
|
"mean": 0.062954,
|
|
"median": 0.039602,
|
|
"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": 0.1627469539642334,
|
|
"avg_time_3d": 0.0010031461715698242,
|
|
"avg_fps": 6.106866494558892
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 100,
|
|
"total_labels": 400,
|
|
"total_preds": 359,
|
|
"considered_empty": 0,
|
|
"valid_preds": 352,
|
|
"invalid_preds": 7,
|
|
"missing": 48,
|
|
"invalid_fraction": 0.0195,
|
|
"precision": 0.9805,
|
|
"recall": 0.88,
|
|
"f1": 0.92754,
|
|
"non_empty": 359
|
|
},
|
|
"mpjpe": {
|
|
"count": 352,
|
|
"mean": 0.038653,
|
|
"median": 0.032953,
|
|
"std": 0.021515,
|
|
"sem": 0.001148,
|
|
"min": 0.015741,
|
|
"max": 0.227347,
|
|
"recall-0.025": 0.1325,
|
|
"recall-0.05": 0.7525,
|
|
"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": 0.022947,
|
|
"ap-0.05": 0.676294,
|
|
"ap-0.1": 0.862522,
|
|
"ap-0.15": 0.872493,
|
|
"ap-0.25": 0.879958,
|
|
"ap-0.5": 0.879958
|
|
},
|
|
"head": {
|
|
"count": 352,
|
|
"mean": 0.042691,
|
|
"median": 0.036569,
|
|
"std": 0.026197,
|
|
"sem": 0.001398,
|
|
"min": 0.00635,
|
|
"max": 0.265279,
|
|
"recall-0.025": 0.2,
|
|
"recall-0.05": 0.62,
|
|
"recall-0.1": 0.87,
|
|
"recall-0.15": 0.875,
|
|
"recall-0.25": 0.875,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"shoulder_left": {
|
|
"count": 352,
|
|
"mean": 0.038663,
|
|
"median": 0.033985,
|
|
"std": 0.023806,
|
|
"sem": 0.001271,
|
|
"min": 0.004924,
|
|
"max": 0.264632,
|
|
"recall-0.025": 0.255,
|
|
"recall-0.05": 0.68,
|
|
"recall-0.1": 0.875,
|
|
"recall-0.15": 0.875,
|
|
"recall-0.25": 0.8775,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"shoulder_right": {
|
|
"count": 352,
|
|
"mean": 0.039541,
|
|
"median": 0.036647,
|
|
"std": 0.025671,
|
|
"sem": 0.00137,
|
|
"min": 0.005694,
|
|
"max": 0.378378,
|
|
"recall-0.025": 0.205,
|
|
"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": 0.028515,
|
|
"median": 0.024498,
|
|
"std": 0.019729,
|
|
"sem": 0.001055,
|
|
"min": 0.002262,
|
|
"max": 0.170425,
|
|
"recall-0.025": 0.45,
|
|
"recall-0.05": 0.79,
|
|
"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": 0.039351,
|
|
"median": 0.031112,
|
|
"std": 0.041432,
|
|
"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": 0.032903,
|
|
"median": 0.026717,
|
|
"std": 0.027932,
|
|
"sem": 0.001491,
|
|
"min": 0.003574,
|
|
"max": 0.294686,
|
|
"recall-0.025": 0.3925,
|
|
"recall-0.05": 0.765,
|
|
"recall-0.1": 0.85,
|
|
"recall-0.15": 0.875,
|
|
"recall-0.25": 0.8775,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_right": {
|
|
"count": 350,
|
|
"mean": 0.037048,
|
|
"median": 0.024015,
|
|
"std": 0.047927,
|
|
"sem": 0.002565,
|
|
"min": 0.001093,
|
|
"max": 0.394652,
|
|
"recall-0.025": 0.46,
|
|
"recall-0.05": 0.7125,
|
|
"recall-0.1": 0.83,
|
|
"recall-0.15": 0.85,
|
|
"recall-0.25": 0.86,
|
|
"recall-0.5": 0.875,
|
|
"num_labels": 400
|
|
},
|
|
"hip_left": {
|
|
"count": 352,
|
|
"mean": 0.04693,
|
|
"median": 0.038488,
|
|
"std": 0.034212,
|
|
"sem": 0.001826,
|
|
"min": 0.005418,
|
|
"max": 0.347286,
|
|
"recall-0.025": 0.2175,
|
|
"recall-0.05": 0.605,
|
|
"recall-0.1": 0.8075,
|
|
"recall-0.15": 0.8725,
|
|
"recall-0.25": 0.8775,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"hip_right": {
|
|
"count": 352,
|
|
"mean": 0.043819,
|
|
"median": 0.03529,
|
|
"std": 0.031682,
|
|
"sem": 0.001691,
|
|
"min": 0.002855,
|
|
"max": 0.337234,
|
|
"recall-0.025": 0.2375,
|
|
"recall-0.05": 0.63,
|
|
"recall-0.1": 0.8275,
|
|
"recall-0.15": 0.875,
|
|
"recall-0.25": 0.8775,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"knee_left": {
|
|
"count": 352,
|
|
"mean": 0.026271,
|
|
"median": 0.022014,
|
|
"std": 0.016314,
|
|
"sem": 0.000871,
|
|
"min": 0.00144,
|
|
"max": 0.108472,
|
|
"recall-0.025": 0.5125,
|
|
"recall-0.05": 0.815,
|
|
"recall-0.1": 0.8775,
|
|
"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": 0.024086,
|
|
"std": 0.037861,
|
|
"sem": 0.002021,
|
|
"min": 0.000614,
|
|
"max": 0.466897,
|
|
"recall-0.025": 0.4625,
|
|
"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": 0.038157,
|
|
"median": 0.030181,
|
|
"std": 0.040799,
|
|
"sem": 0.002178,
|
|
"min": 0.002653,
|
|
"max": 0.45785,
|
|
"recall-0.025": 0.3325,
|
|
"recall-0.05": 0.7325,
|
|
"recall-0.1": 0.855,
|
|
"recall-0.15": 0.8675,
|
|
"recall-0.25": 0.8725,
|
|
"recall-0.5": 0.88,
|
|
"num_labels": 400
|
|
},
|
|
"ankle_right": {
|
|
"count": 351,
|
|
"mean": 0.049452,
|
|
"median": 0.035286,
|
|
"std": 0.049636,
|
|
"sem": 0.002653,
|
|
"min": 0.002213,
|
|
"max": 0.409273,
|
|
"recall-0.025": 0.225,
|
|
"recall-0.05": 0.605,
|
|
"recall-0.1": 0.7875,
|
|
"recall-0.15": 0.8525,
|
|
"recall-0.25": 0.8625,
|
|
"recall-0.5": 0.8775,
|
|
"num_labels": 400
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 5200,
|
|
"recall-0.025": 0.32788,
|
|
"recall-0.05": 0.70308,
|
|
"recall-0.1": 0.84769,
|
|
"recall-0.15": 0.86981,
|
|
"recall-0.25": 0.87404,
|
|
"recall-0.5": 0.87923
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5600,
|
|
"correct_parts": 4880,
|
|
"pcp": 0.871429
|
|
}
|
|
```
|
|
|
|
(legoassemble)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.16489756859100616,
|
|
"avg_time_3d": 0.0009790734127835112,
|
|
"avg_fps": 6.028576343962604
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 121,
|
|
"total_labels": 363,
|
|
"total_preds": 369,
|
|
"considered_empty": 0,
|
|
"valid_preds": 363,
|
|
"invalid_preds": 6,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.01626,
|
|
"precision": 0.98374,
|
|
"recall": 1.0,
|
|
"f1": 0.9918,
|
|
"non_empty": 369
|
|
},
|
|
"mpjpe": {
|
|
"count": 363,
|
|
"mean": 0.030185,
|
|
"median": 0.028973,
|
|
"std": 0.008398,
|
|
"sem": 0.000441,
|
|
"min": 0.013843,
|
|
"max": 0.086047,
|
|
"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": 0.08155,
|
|
"ap-0.05": 0.962913,
|
|
"ap-0.1": 0.999647,
|
|
"ap-0.15": 0.999647,
|
|
"ap-0.25": 0.999647,
|
|
"ap-0.5": 0.999647
|
|
},
|
|
"head": {
|
|
"count": 363,
|
|
"mean": 0.030491,
|
|
"median": 0.025346,
|
|
"std": 0.019468,
|
|
"sem": 0.001023,
|
|
"min": 0.001475,
|
|
"max": 0.1476,
|
|
"recall-0.025": 0.490358,
|
|
"recall-0.05": 0.842975,
|
|
"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": 0.033709,
|
|
"median": 0.027672,
|
|
"std": 0.021187,
|
|
"sem": 0.001114,
|
|
"min": 0.003916,
|
|
"max": 0.145934,
|
|
"recall-0.025": 0.426997,
|
|
"recall-0.05": 0.831956,
|
|
"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": 0.030587,
|
|
"median": 0.029255,
|
|
"std": 0.015422,
|
|
"sem": 0.000811,
|
|
"min": 0.003011,
|
|
"max": 0.108366,
|
|
"recall-0.025": 0.393939,
|
|
"recall-0.05": 0.895317,
|
|
"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": 0.023632,
|
|
"median": 0.020758,
|
|
"std": 0.016124,
|
|
"sem": 0.000847,
|
|
"min": 0.000934,
|
|
"max": 0.23055,
|
|
"recall-0.025": 0.655647,
|
|
"recall-0.05": 0.969697,
|
|
"recall-0.1": 0.997245,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"elbow_right": {
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|
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|
},
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},
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},
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},
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|
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|
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|
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|
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|
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|
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|
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|
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},
|
|
"ankle_left": {
|
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|
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|
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|
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},
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"min": 0.002353,
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|
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|
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|
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|
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"num_labels": 363
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},
|
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"joint_recalls": {
|
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"num_labels": 4719,
|
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|
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|
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"recall-0.5": 1.0
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}
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|
}
|
|
{
|
|
"total_parts": 5082,
|
|
"correct_parts": 5080,
|
|
"pcp": 0.999606
|
|
}
|
|
```
|
|
|
|
(fencing)
|
|
```json
|
|
{
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|
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|
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|
"avg_fps": 3.9528957890596197
|
|
}
|
|
{
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|
|
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|
|
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|
|
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|
|
"invalid_preds": 584,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.63755,
|
|
"precision": 0.36245,
|
|
"recall": 1.0,
|
|
"f1": 0.53205,
|
|
"non_empty": 916
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|
},
|
|
"mpjpe": {
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|
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|
|
"mean": 0.028478,
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"median": 0.026298,
|
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|
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|
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|
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|
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|
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|
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"num_labels": 332,
|
|
"ap-0.025": 0.160643,
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"ap-0.1": 0.630571,
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},
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|
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|
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|
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|
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|
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|
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|
},
|
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|
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|
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|
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|
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|
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|
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|
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|
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|
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"num_labels": 332
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},
|
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"knee_left": {
|
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|
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|
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|
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|
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|
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|
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},
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|
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|
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|
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|
|
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|
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|
|
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|
|
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|
|
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|
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"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"ankle_left": {
|
|
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|
|
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|
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|
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"std": 0.012477,
|
|
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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-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
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"recall-0.5": 1.0,
|
|
"num_labels": 332
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|
},
|
|
"ankle_right": {
|
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|
|
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"median": 0.031952,
|
|
"std": 0.013776,
|
|
"sem": 0.000757,
|
|
"min": 0.010997,
|
|
"max": 0.099848,
|
|
"recall-0.025": 0.225904,
|
|
"recall-0.05": 0.912651,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
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|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4316,
|
|
"recall-0.025": 0.5183,
|
|
"recall-0.05": 0.88438,
|
|
"recall-0.1": 0.99235,
|
|
"recall-0.15": 0.9993,
|
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"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4648,
|
|
"correct_parts": 4648,
|
|
"pcp": 1.0
|
|
}
|
|
```
|
|
|
|
(basketball)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.16808008670806884,
|
|
"avg_time_3d": 0.0014095330238342286,
|
|
"avg_fps": 5.90006633787833
|
|
}
|
|
{
|
|
"person_nums": {
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|
"total_frames": 110,
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|
"total_labels": 330,
|
|
"total_preds": 524,
|
|
"considered_empty": 0,
|
|
"valid_preds": 329,
|
|
"invalid_preds": 195,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.37214,
|
|
"precision": 0.62786,
|
|
"recall": 0.99697,
|
|
"f1": 0.77049,
|
|
"non_empty": 524
|
|
},
|
|
"mpjpe": {
|
|
"count": 329,
|
|
"mean": 0.04444,
|
|
"median": 0.039903,
|
|
"std": 0.02274,
|
|
"sem": 0.001256,
|
|
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|
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|
|
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|
|
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|
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|
|
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|
|
"recall-0.25": 0.993939,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330,
|
|
"ap-0.025": 0.003636,
|
|
"ap-0.05": 0.436372,
|
|
"ap-0.1": 0.670817,
|
|
"ap-0.15": 0.677332,
|
|
"ap-0.25": 0.677332,
|
|
"ap-0.5": 0.682795
|
|
},
|
|
"head": {
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|
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|
|
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|
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|
|
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|
|
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|
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|
|
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|
|
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|
|
"recall-0.05": 0.563636,
|
|
"recall-0.1": 0.921212,
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}
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|
{
|
|
"total_parts": 4620,
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|
"correct_parts": 4570,
|
|
"pcp": 0.989177
|
|
}
|
|
```
|
|
|
|
(volleyball)
|
|
```json
|
|
{
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|
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|
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|
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|
|
}
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|
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|
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},
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"recall-0.5": 0.99762
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}
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}
|
|
{
|
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"total_parts": 6776,
|
|
"correct_parts": 6729,
|
|
"pcp": 0.993064
|
|
}
|
|
```
|
|
|
|
(badminton)
|
|
```json
|
|
{
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|
}
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|
{
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|
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"precision": 0.96825,
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"recall": 1.0,
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"f1": 0.98387,
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"non_empty": 756
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},
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"mpjpe": {
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},
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"joint_recalls": {
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}
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}
|
|
{
|
|
"total_parts": 10248,
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|
"correct_parts": 10233,
|
|
"pcp": 0.998536
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|
}
|
|
```
|
|
|
|
(tennis)
|
|
```json
|
|
{
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|
}
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|
{
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"num_labels": 362
|
|
},
|
|
"knee_right": {
|
|
"count": 362,
|
|
"mean": 0.018264,
|
|
"median": 0.015093,
|
|
"std": 0.017603,
|
|
"sem": 0.000926,
|
|
"min": 0.001885,
|
|
"max": 0.268255,
|
|
"recall-0.025": 0.828729,
|
|
"recall-0.05": 0.977901,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 0.997238,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"ankle_left": {
|
|
"count": 362,
|
|
"mean": 0.03303,
|
|
"median": 0.031631,
|
|
"std": 0.013751,
|
|
"sem": 0.000724,
|
|
"min": 0.004951,
|
|
"max": 0.092434,
|
|
"recall-0.025": 0.29558,
|
|
"recall-0.05": 0.900552,
|
|
"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": 0.031596,
|
|
"median": 0.027104,
|
|
"std": 0.030751,
|
|
"sem": 0.001618,
|
|
"min": 0.003664,
|
|
"max": 0.496076,
|
|
"recall-0.025": 0.441989,
|
|
"recall-0.05": 0.864641,
|
|
"recall-0.1": 0.986188,
|
|
"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": 0.55312,
|
|
"recall-0.05": 0.92414,
|
|
"recall-0.1": 0.99299,
|
|
"recall-0.15": 0.99745,
|
|
"recall-0.25": 0.99894,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5068,
|
|
"correct_parts": 5057,
|
|
"pcp": 0.99783
|
|
}
|
|
```
|