7076 lines
150 KiB
Markdown
7076 lines
150 KiB
Markdown
# Evaluation Results
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Results of the model in various experiments on different datasets.
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### Human36m
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```json
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{
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"avg_time_2d": 0.009281002464940992,
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"avg_time_3d": 0.00031142558081675384,
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"avg_fps": 104.24889248371795
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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": 0.066564,
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"median": 0.05836,
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"std": 0.028051,
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"sem": 0.001146,
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"min": 0.043283,
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"max": 0.190505,
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"recall-0.025": 0.0,
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"recall-0.05": 0.06,
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"recall-0.1": 0.931667,
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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": 0.005904,
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"ap-0.1": 0.88884,
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"ap-0.15": 0.912818,
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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": 0.113269,
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"median": 0.097949,
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"std": 0.041516,
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"sem": 0.001696,
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"min": 0.030433,
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"max": 0.295413,
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"recall-0.025": 0.0,
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"recall-0.05": 0.01,
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"recall-0.1": 0.521667,
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"recall-0.15": 0.821667,
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"recall-0.25": 0.993333,
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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": 0.034321,
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"median": 0.025349,
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"std": 0.032202,
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"sem": 0.001316,
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"min": 0.002801,
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"max": 0.182024,
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"recall-0.025": 0.49,
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"recall-0.05": 0.856667,
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"recall-0.1": 0.945,
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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": 0.046987,
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"median": 0.033798,
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"std": 0.041045,
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"sem": 0.001677,
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"min": 0.003907,
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"max": 0.249492,
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"recall-0.025": 0.22,
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"recall-0.05": 0.773333,
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"recall-0.1": 0.923333,
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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": 0.042771,
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"median": 0.034443,
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"std": 0.034408,
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"sem": 0.001406,
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"min": 0.002812,
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"max": 0.194372,
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"recall-0.025": 0.25,
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"recall-0.05": 0.805,
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"recall-0.1": 0.945,
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"recall-0.15": 0.958333,
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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": 0.044192,
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"median": 0.03208,
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"std": 0.037392,
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"sem": 0.001528,
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"min": 0.006571,
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"max": 0.342018,
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"recall-0.025": 0.231667,
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"recall-0.05": 0.79,
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"recall-0.1": 0.926667,
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"recall-0.15": 0.945,
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"recall-0.25": 0.996667,
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"recall-0.5": 1.0,
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"num_labels": 600
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},
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"wrist_left": {
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"count": 600,
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"mean": 0.042137,
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"median": 0.023445,
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"std": 0.047176,
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"sem": 0.001928,
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"min": 0.002601,
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"max": 0.32204,
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"recall-0.025": 0.533333,
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"recall-0.05": 0.748333,
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"recall-0.1": 0.891667,
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"recall-0.15": 0.926667,
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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_right": {
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"count": 597,
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"mean": 0.046115,
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"median": 0.027472,
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"std": 0.053855,
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"sem": 0.002206,
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"min": 0.002569,
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"max": 0.482775,
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"recall-0.025": 0.455,
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"recall-0.05": 0.748333,
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"recall-0.1": 0.888333,
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"recall-0.15": 0.898333,
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"recall-0.25": 0.991667,
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"recall-0.5": 0.995,
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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": 0.089983,
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"median": 0.086035,
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"std": 0.033001,
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"sem": 0.001348,
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"min": 0.010666,
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"max": 0.237121,
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"recall-0.025": 0.008333,
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"recall-0.05": 0.041667,
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"recall-0.1": 0.808333,
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"recall-0.15": 0.951667,
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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": 0.113405,
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"median": 0.111782,
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"std": 0.026025,
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"sem": 0.001063,
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"min": 0.040386,
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"max": 0.235156,
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"recall-0.025": 0.0,
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"recall-0.05": 0.011667,
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"recall-0.1": 0.236667,
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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": 0.059449,
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"median": 0.04496,
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"std": 0.056659,
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"sem": 0.002315,
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"min": 0.017049,
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"max": 0.40245,
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"recall-0.025": 0.041667,
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"recall-0.05": 0.593333,
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"recall-0.1": 0.921667,
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"recall-0.15": 0.93,
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"recall-0.25": 0.981667,
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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": 0.05269,
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"median": 0.043861,
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"std": 0.037853,
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"sem": 0.001547,
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"min": 0.01358,
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"max": 0.250648,
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"recall-0.025": 0.036667,
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"recall-0.05": 0.74,
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"recall-0.1": 0.933333,
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"recall-0.15": 0.936667,
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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": 597,
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"mean": 0.095195,
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"median": 0.084927,
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"std": 0.047605,
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"sem": 0.00195,
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"min": 0.046243,
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"max": 0.497966,
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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": 0.84,
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"recall-0.15": 0.94,
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"recall-0.25": 0.98,
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"recall-0.5": 0.995,
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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": 0.080212,
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"median": 0.068059,
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"std": 0.047808,
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"sem": 0.001953,
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"min": 0.032293,
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"max": 0.453794,
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"recall-0.025": 0.0,
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"recall-0.05": 0.026667,
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"recall-0.1": 0.905,
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"recall-0.15": 0.925,
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"recall-0.25": 0.988333,
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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": 0.1741,
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"recall-0.05": 0.47231,
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"recall-0.1": 0.82154,
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"recall-0.15": 0.92949,
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"recall-0.25": 0.99397,
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"recall-0.5": 0.99923
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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": 8094,
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"pcp": 0.963571
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}
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```
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### Shelf
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```json
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{
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"avg_time_2d": 0.025720739692347155,
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"avg_time_3d": 0.0007782072545736516,
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"avg_fps": 37.737348657781304
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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": 828,
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"considered_empty": 0,
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"valid_preds": 477,
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"invalid_preds": 351,
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"missing": 0,
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"invalid_fraction": 0.42391,
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"precision": 0.57609,
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"recall": 1.0,
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"f1": 0.73103,
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"non_empty": 828
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},
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"mpjpe": {
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"count": 477,
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"mean": 0.048363,
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"median": 0.043254,
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"std": 0.014966,
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"sem": 0.000686,
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"min": 0.028857,
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"max": 0.115145,
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"recall-0.025": 0.0,
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"recall-0.05": 0.689727,
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"recall-0.1": 0.987421,
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"recall-0.15": 1.0,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477,
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"ap-0.025": 0.0,
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"ap-0.05": 0.36895,
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"ap-0.1": 0.701837,
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"ap-0.15": 0.712076,
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"ap-0.25": 0.712076,
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"ap-0.5": 0.712076
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},
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"head": {
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"count": 477,
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"mean": 0.053754,
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"median": 0.050005,
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"std": 0.024723,
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"sem": 0.001133,
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"min": 0.006821,
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"max": 0.180711,
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"recall-0.025": 0.077568,
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"recall-0.05": 0.498952,
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"recall-0.1": 0.939203,
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"recall-0.15": 0.997904,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
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"shoulder_left": {
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"count": 477,
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"mean": 0.043087,
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"median": 0.038111,
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"std": 0.020649,
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"sem": 0.000946,
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"min": 0.003582,
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"max": 0.154806,
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"recall-0.025": 0.155136,
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"recall-0.05": 0.721174,
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"recall-0.1": 0.987421,
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"recall-0.15": 0.997904,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
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"shoulder_right": {
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"count": 477,
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"mean": 0.050634,
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"median": 0.047764,
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"std": 0.024316,
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"sem": 0.001115,
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"min": 0.006442,
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"max": 0.16236,
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"recall-0.025": 0.111111,
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"recall-0.05": 0.526205,
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"recall-0.1": 0.951782,
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"recall-0.15": 0.997904,
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"recall-0.25": 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": 0.041879,
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"median": 0.03294,
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"std": 0.029247,
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"sem": 0.001341,
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"min": 0.004935,
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"max": 0.32041,
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"recall-0.025": 0.280922,
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"recall-0.05": 0.733753,
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"recall-0.1": 0.953878,
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"recall-0.15": 0.995807,
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"recall-0.25": 0.997904,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
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"elbow_right": {
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"count": 477,
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"mean": 0.05292,
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"median": 0.044952,
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"std": 0.0411,
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"sem": 0.001884,
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"min": 0.001458,
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"max": 0.243877,
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"recall-0.025": 0.264151,
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"recall-0.05": 0.557652,
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"recall-0.1": 0.90566,
|
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"recall-0.15": 0.958071,
|
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 477
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},
|
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"wrist_left": {
|
|
"count": 477,
|
|
"mean": 0.06003,
|
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"median": 0.052808,
|
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"std": 0.039768,
|
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"sem": 0.001823,
|
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"min": 0.008619,
|
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"max": 0.326556,
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"recall-0.025": 0.129979,
|
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"recall-0.05": 0.436059,
|
|
"recall-0.1": 0.907757,
|
|
"recall-0.15": 0.964361,
|
|
"recall-0.25": 0.989518,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"wrist_right": {
|
|
"count": 477,
|
|
"mean": 0.059214,
|
|
"median": 0.054442,
|
|
"std": 0.033352,
|
|
"sem": 0.001529,
|
|
"min": 0.007306,
|
|
"max": 0.362927,
|
|
"recall-0.025": 0.102725,
|
|
"recall-0.05": 0.42348,
|
|
"recall-0.1": 0.909853,
|
|
"recall-0.15": 0.981132,
|
|
"recall-0.25": 0.997904,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"hip_left": {
|
|
"count": 477,
|
|
"mean": 0.048916,
|
|
"median": 0.04267,
|
|
"std": 0.02644,
|
|
"sem": 0.001212,
|
|
"min": 0.008106,
|
|
"max": 0.140729,
|
|
"recall-0.025": 0.174004,
|
|
"recall-0.05": 0.597484,
|
|
"recall-0.1": 0.953878,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"hip_right": {
|
|
"count": 477,
|
|
"mean": 0.059511,
|
|
"median": 0.057006,
|
|
"std": 0.025342,
|
|
"sem": 0.001162,
|
|
"min": 0.002541,
|
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"max": 0.163207,
|
|
"recall-0.025": 0.085954,
|
|
"recall-0.05": 0.341719,
|
|
"recall-0.1": 0.93501,
|
|
"recall-0.15": 0.997904,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
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|
},
|
|
"knee_left": {
|
|
"count": 477,
|
|
"mean": 0.041094,
|
|
"median": 0.038775,
|
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"std": 0.024729,
|
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"sem": 0.001133,
|
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"min": 0.003901,
|
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"max": 0.195774,
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"recall-0.025": 0.249476,
|
|
"recall-0.05": 0.733753,
|
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"recall-0.1": 0.974843,
|
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"recall-0.15": 0.989518,
|
|
"recall-0.25": 1.0,
|
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"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"knee_right": {
|
|
"count": 477,
|
|
"mean": 0.039762,
|
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"median": 0.035645,
|
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"std": 0.023311,
|
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"sem": 0.001068,
|
|
"min": 0.005335,
|
|
"max": 0.191021,
|
|
"recall-0.025": 0.312369,
|
|
"recall-0.05": 0.706499,
|
|
"recall-0.1": 0.981132,
|
|
"recall-0.15": 0.997904,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"ankle_left": {
|
|
"count": 477,
|
|
"mean": 0.036697,
|
|
"median": 0.028189,
|
|
"std": 0.031601,
|
|
"sem": 0.001448,
|
|
"min": 0.00396,
|
|
"max": 0.233662,
|
|
"recall-0.025": 0.436059,
|
|
"recall-0.05": 0.813417,
|
|
"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": 0.041215,
|
|
"median": 0.03085,
|
|
"std": 0.037902,
|
|
"sem": 0.001737,
|
|
"min": 0.002008,
|
|
"max": 0.269991,
|
|
"recall-0.025": 0.314465,
|
|
"recall-0.05": 0.800839,
|
|
"recall-0.1": 0.922432,
|
|
"recall-0.15": 0.968553,
|
|
"recall-0.25": 0.997904,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 477
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 6201,
|
|
"recall-0.025": 0.20593,
|
|
"recall-0.05": 0.60603,
|
|
"recall-0.1": 0.94211,
|
|
"recall-0.15": 0.98629,
|
|
"recall-0.25": 0.99871,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6678,
|
|
"correct_parts": 6617,
|
|
"pcp": 0.990866
|
|
}
|
|
```
|
|
|
|
### Campus
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.010491762521131983,
|
|
"avg_time_3d": 0.00032040083183432525,
|
|
"avg_fps": 92.48842875886173
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 222,
|
|
"total_labels": 376,
|
|
"total_preds": 444,
|
|
"considered_empty": 0,
|
|
"valid_preds": 376,
|
|
"invalid_preds": 68,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.15315,
|
|
"precision": 0.84685,
|
|
"recall": 1.0,
|
|
"f1": 0.91707,
|
|
"non_empty": 444
|
|
},
|
|
"mpjpe": {
|
|
"count": 376,
|
|
"mean": 0.077253,
|
|
"median": 0.074373,
|
|
"std": 0.017545,
|
|
"sem": 0.000906,
|
|
"min": 0.044498,
|
|
"max": 0.156198,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.015957,
|
|
"recall-0.1": 0.896277,
|
|
"recall-0.15": 0.99734,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 0.000397,
|
|
"ap-0.1": 0.792696,
|
|
"ap-0.15": 0.931482,
|
|
"ap-0.25": 0.934769,
|
|
"ap-0.5": 0.934769
|
|
},
|
|
"head": {
|
|
"count": 376,
|
|
"mean": 0.068707,
|
|
"median": 0.065641,
|
|
"std": 0.035104,
|
|
"sem": 0.001813,
|
|
"min": 0.009953,
|
|
"max": 0.310029,
|
|
"recall-0.025": 0.079787,
|
|
"recall-0.05": 0.324468,
|
|
"recall-0.1": 0.867021,
|
|
"recall-0.15": 0.973404,
|
|
"recall-0.25": 0.99734,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"shoulder_left": {
|
|
"count": 376,
|
|
"mean": 0.065959,
|
|
"median": 0.060667,
|
|
"std": 0.028962,
|
|
"sem": 0.001496,
|
|
"min": 0.017576,
|
|
"max": 0.164082,
|
|
"recall-0.025": 0.031915,
|
|
"recall-0.05": 0.292553,
|
|
"recall-0.1": 0.87766,
|
|
"recall-0.15": 0.986702,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"shoulder_right": {
|
|
"count": 376,
|
|
"mean": 0.074319,
|
|
"median": 0.070225,
|
|
"std": 0.034792,
|
|
"sem": 0.001797,
|
|
"min": 0.005962,
|
|
"max": 0.196825,
|
|
"recall-0.025": 0.039894,
|
|
"recall-0.05": 0.268617,
|
|
"recall-0.1": 0.789894,
|
|
"recall-0.15": 0.965426,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"elbow_left": {
|
|
"count": 376,
|
|
"mean": 0.08632,
|
|
"median": 0.072742,
|
|
"std": 0.048086,
|
|
"sem": 0.002483,
|
|
"min": 0.005631,
|
|
"max": 0.229685,
|
|
"recall-0.025": 0.039894,
|
|
"recall-0.05": 0.25,
|
|
"recall-0.1": 0.675532,
|
|
"recall-0.15": 0.87234,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"elbow_right": {
|
|
"count": 376,
|
|
"mean": 0.08024,
|
|
"median": 0.070943,
|
|
"std": 0.043195,
|
|
"sem": 0.002231,
|
|
"min": 0.011528,
|
|
"max": 0.199802,
|
|
"recall-0.025": 0.042553,
|
|
"recall-0.05": 0.287234,
|
|
"recall-0.1": 0.718085,
|
|
"recall-0.15": 0.904255,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"wrist_left": {
|
|
"count": 376,
|
|
"mean": 0.113533,
|
|
"median": 0.100003,
|
|
"std": 0.065084,
|
|
"sem": 0.003361,
|
|
"min": 0.009611,
|
|
"max": 0.404522,
|
|
"recall-0.025": 0.021277,
|
|
"recall-0.05": 0.143617,
|
|
"recall-0.1": 0.5,
|
|
"recall-0.15": 0.787234,
|
|
"recall-0.25": 0.941489,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"wrist_right": {
|
|
"count": 376,
|
|
"mean": 0.102733,
|
|
"median": 0.093528,
|
|
"std": 0.046502,
|
|
"sem": 0.002401,
|
|
"min": 0.018379,
|
|
"max": 0.258203,
|
|
"recall-0.025": 0.005319,
|
|
"recall-0.05": 0.071809,
|
|
"recall-0.1": 0.569149,
|
|
"recall-0.15": 0.851064,
|
|
"recall-0.25": 0.994681,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"hip_left": {
|
|
"count": 376,
|
|
"mean": 0.072164,
|
|
"median": 0.073167,
|
|
"std": 0.02975,
|
|
"sem": 0.001536,
|
|
"min": 0.007894,
|
|
"max": 0.173529,
|
|
"recall-0.025": 0.077128,
|
|
"recall-0.05": 0.231383,
|
|
"recall-0.1": 0.829787,
|
|
"recall-0.15": 0.994681,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"hip_right": {
|
|
"count": 376,
|
|
"mean": 0.079834,
|
|
"median": 0.07783,
|
|
"std": 0.032293,
|
|
"sem": 0.001668,
|
|
"min": 0.014083,
|
|
"max": 0.2319,
|
|
"recall-0.025": 0.021277,
|
|
"recall-0.05": 0.146277,
|
|
"recall-0.1": 0.787234,
|
|
"recall-0.15": 0.965426,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"knee_left": {
|
|
"count": 376,
|
|
"mean": 0.054967,
|
|
"median": 0.050785,
|
|
"std": 0.026446,
|
|
"sem": 0.001366,
|
|
"min": 0.009112,
|
|
"max": 0.241942,
|
|
"recall-0.025": 0.093085,
|
|
"recall-0.05": 0.489362,
|
|
"recall-0.1": 0.946809,
|
|
"recall-0.15": 0.99734,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"knee_right": {
|
|
"count": 376,
|
|
"mean": 0.055966,
|
|
"median": 0.051957,
|
|
"std": 0.028328,
|
|
"sem": 0.001463,
|
|
"min": 0.004386,
|
|
"max": 0.216135,
|
|
"recall-0.025": 0.095745,
|
|
"recall-0.05": 0.465426,
|
|
"recall-0.1": 0.944149,
|
|
"recall-0.15": 0.981383,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 376
|
|
},
|
|
"ankle_left": {
|
|
"count": 372,
|
|
"mean": 0.076281,
|
|
"median": 0.052812,
|
|
"std": 0.077449,
|
|
"sem": 0.004021,
|
|
"min": 0.008833,
|
|
"max": 0.461738,
|
|
"recall-0.025": 0.098404,
|
|
"recall-0.05": 0.460106,
|
|
"recall-0.1": 0.824468,
|
|
"recall-0.15": 0.922872,
|
|
"recall-0.25": 0.93883,
|
|
"recall-0.5": 0.989362,
|
|
"num_labels": 376
|
|
},
|
|
"ankle_right": {
|
|
"count": 375,
|
|
"mean": 0.067406,
|
|
"median": 0.048563,
|
|
"std": 0.071275,
|
|
"sem": 0.003686,
|
|
"min": 0.008871,
|
|
"max": 0.477389,
|
|
"recall-0.025": 0.077128,
|
|
"recall-0.05": 0.521277,
|
|
"recall-0.1": 0.898936,
|
|
"recall-0.15": 0.941489,
|
|
"recall-0.25": 0.957447,
|
|
"recall-0.5": 0.99734,
|
|
"num_labels": 376
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4888,
|
|
"recall-0.025": 0.05462,
|
|
"recall-0.05": 0.30278,
|
|
"recall-0.1": 0.7856,
|
|
"recall-0.15": 0.93249,
|
|
"recall-0.25": 0.9865,
|
|
"recall-0.5": 0.99877
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5264,
|
|
"correct_parts": 4973,
|
|
"pcp": 0.944719
|
|
}
|
|
```
|
|
|
|
### MVOR
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.012221919508088194,
|
|
"avg_time_3d": 0.0004397906086171386,
|
|
"avg_fps": 78.97827313868461
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 629,
|
|
"total_labels": 1061,
|
|
"total_preds": 1121,
|
|
"considered_empty": 0,
|
|
"valid_preds": 798,
|
|
"invalid_preds": 323,
|
|
"missing": 263,
|
|
"invalid_fraction": 0.28814,
|
|
"precision": 0.71186,
|
|
"recall": 0.75212,
|
|
"f1": 0.73144,
|
|
"non_empty": 1121
|
|
},
|
|
"mpjpe": {
|
|
"count": 798,
|
|
"mean": 0.117827,
|
|
"median": 0.096904,
|
|
"std": 0.070807,
|
|
"sem": 0.002508,
|
|
"min": 0.038678,
|
|
"max": 0.498595,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.006598,
|
|
"recall-0.1": 0.404336,
|
|
"recall-0.15": 0.622055,
|
|
"recall-0.25": 0.713478,
|
|
"recall-0.5": 0.752121,
|
|
"num_labels": 1061,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 0.000224,
|
|
"ap-0.1": 0.255146,
|
|
"ap-0.15": 0.509265,
|
|
"ap-0.25": 0.636374,
|
|
"ap-0.5": 0.678757
|
|
},
|
|
"head": {
|
|
"count": 794,
|
|
"mean": 0.068485,
|
|
"median": 0.05105,
|
|
"std": 0.066023,
|
|
"sem": 0.002345,
|
|
"min": 0.004799,
|
|
"max": 0.492519,
|
|
"recall-0.025": 0.089538,
|
|
"recall-0.05": 0.360038,
|
|
"recall-0.1": 0.647502,
|
|
"recall-0.15": 0.693685,
|
|
"recall-0.25": 0.722903,
|
|
"recall-0.5": 0.748351,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_left": {
|
|
"count": 789,
|
|
"mean": 0.065716,
|
|
"median": 0.043353,
|
|
"std": 0.068506,
|
|
"sem": 0.00244,
|
|
"min": 0.001079,
|
|
"max": 0.489695,
|
|
"recall-0.025": 0.158341,
|
|
"recall-0.05": 0.409991,
|
|
"recall-0.1": 0.622997,
|
|
"recall-0.15": 0.688973,
|
|
"recall-0.25": 0.717248,
|
|
"recall-0.5": 0.743638,
|
|
"num_labels": 1061
|
|
},
|
|
"shoulder_right": {
|
|
"count": 795,
|
|
"mean": 0.063226,
|
|
"median": 0.042399,
|
|
"std": 0.068681,
|
|
"sem": 0.002437,
|
|
"min": 0.003966,
|
|
"max": 0.474844,
|
|
"recall-0.025": 0.141376,
|
|
"recall-0.05": 0.448633,
|
|
"recall-0.1": 0.647502,
|
|
"recall-0.15": 0.694628,
|
|
"recall-0.25": 0.723845,
|
|
"recall-0.5": 0.749293,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_left": {
|
|
"count": 785,
|
|
"mean": 0.106529,
|
|
"median": 0.074354,
|
|
"std": 0.093211,
|
|
"sem": 0.003329,
|
|
"min": 0.004606,
|
|
"max": 0.498545,
|
|
"recall-0.025": 0.069746,
|
|
"recall-0.05": 0.241282,
|
|
"recall-0.1": 0.462771,
|
|
"recall-0.15": 0.567389,
|
|
"recall-0.25": 0.673893,
|
|
"recall-0.5": 0.739868,
|
|
"num_labels": 1061
|
|
},
|
|
"elbow_right": {
|
|
"count": 786,
|
|
"mean": 0.084779,
|
|
"median": 0.061571,
|
|
"std": 0.076862,
|
|
"sem": 0.002743,
|
|
"min": 0.006062,
|
|
"max": 0.487586,
|
|
"recall-0.025": 0.094251,
|
|
"recall-0.05": 0.29689,
|
|
"recall-0.1": 0.551367,
|
|
"recall-0.15": 0.643732,
|
|
"recall-0.25": 0.698398,
|
|
"recall-0.5": 0.740811,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_left": {
|
|
"count": 784,
|
|
"mean": 0.123596,
|
|
"median": 0.083634,
|
|
"std": 0.106397,
|
|
"sem": 0.003802,
|
|
"min": 0.005352,
|
|
"max": 0.495659,
|
|
"recall-0.025": 0.081998,
|
|
"recall-0.05": 0.220547,
|
|
"recall-0.1": 0.408106,
|
|
"recall-0.15": 0.515551,
|
|
"recall-0.25": 0.640905,
|
|
"recall-0.5": 0.738926,
|
|
"num_labels": 1061
|
|
},
|
|
"wrist_right": {
|
|
"count": 789,
|
|
"mean": 0.109537,
|
|
"median": 0.074858,
|
|
"std": 0.099662,
|
|
"sem": 0.00355,
|
|
"min": 0.006797,
|
|
"max": 0.498114,
|
|
"recall-0.025": 0.091423,
|
|
"recall-0.05": 0.26673,
|
|
"recall-0.1": 0.458058,
|
|
"recall-0.15": 0.558907,
|
|
"recall-0.25": 0.660697,
|
|
"recall-0.5": 0.743638,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_left": {
|
|
"count": 778,
|
|
"mean": 0.191328,
|
|
"median": 0.174682,
|
|
"std": 0.084633,
|
|
"sem": 0.003036,
|
|
"min": 0.014967,
|
|
"max": 0.488984,
|
|
"recall-0.025": 0.000943,
|
|
"recall-0.05": 0.002828,
|
|
"recall-0.1": 0.070688,
|
|
"recall-0.15": 0.276155,
|
|
"recall-0.25": 0.580584,
|
|
"recall-0.5": 0.73327,
|
|
"num_labels": 1061
|
|
},
|
|
"hip_right": {
|
|
"count": 783,
|
|
"mean": 0.188995,
|
|
"median": 0.173099,
|
|
"std": 0.084094,
|
|
"sem": 0.003007,
|
|
"min": 0.025132,
|
|
"max": 0.498747,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.004713,
|
|
"recall-0.1": 0.073516,
|
|
"recall-0.15": 0.262017,
|
|
"recall-0.25": 0.61263,
|
|
"recall-0.5": 0.737983,
|
|
"num_labels": 1061
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 9549,
|
|
"recall-0.025": 0.08032,
|
|
"recall-0.05": 0.25008,
|
|
"recall-0.1": 0.43753,
|
|
"recall-0.15": 0.54414,
|
|
"recall-0.25": 0.66981,
|
|
"recall-0.5": 0.74112
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10610,
|
|
"correct_parts": 6084,
|
|
"pcp": 0.573421
|
|
}
|
|
```
|
|
|
|
### Panoptic
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.03297888011467166,
|
|
"avg_time_3d": 0.0010675581490121237,
|
|
"avg_fps": 29.371647990170736
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1533,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1463,
|
|
"invalid_preds": 70,
|
|
"missing": 3,
|
|
"invalid_fraction": 0.04566,
|
|
"precision": 0.95434,
|
|
"recall": 0.99795,
|
|
"f1": 0.97566,
|
|
"non_empty": 1533
|
|
},
|
|
"mpjpe": {
|
|
"count": 1463,
|
|
"mean": 0.042352,
|
|
"median": 0.037848,
|
|
"std": 0.018473,
|
|
"sem": 0.000483,
|
|
"min": 0.013587,
|
|
"max": 0.17143,
|
|
"recall-0.025": 0.119372,
|
|
"recall-0.05": 0.736698,
|
|
"recall-0.1": 0.989768,
|
|
"recall-0.15": 0.997271,
|
|
"recall-0.25": 0.997954,
|
|
"recall-0.5": 0.997954,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.037816,
|
|
"ap-0.05": 0.637618,
|
|
"ap-0.1": 0.976343,
|
|
"ap-0.15": 0.987949,
|
|
"ap-0.25": 0.988806,
|
|
"ap-0.5": 0.988806
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.015402,
|
|
"median": 0.011989,
|
|
"std": 0.018581,
|
|
"sem": 0.000486,
|
|
"min": 0.000669,
|
|
"max": 0.354785,
|
|
"recall-0.025": 0.90499,
|
|
"recall-0.05": 0.977444,
|
|
"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": 1463,
|
|
"mean": 0.022093,
|
|
"median": 0.020177,
|
|
"std": 0.011304,
|
|
"sem": 0.000296,
|
|
"min": 0.002578,
|
|
"max": 0.125843,
|
|
"recall-0.025": 0.687585,
|
|
"recall-0.05": 0.973397,
|
|
"recall-0.1": 0.995907,
|
|
"recall-0.15": 0.997954,
|
|
"recall-0.25": 0.997954,
|
|
"recall-0.5": 0.997954,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1462,
|
|
"mean": 0.022878,
|
|
"median": 0.020916,
|
|
"std": 0.011567,
|
|
"sem": 0.000303,
|
|
"min": 0.00177,
|
|
"max": 0.140607,
|
|
"recall-0.025": 0.678498,
|
|
"recall-0.05": 0.972696,
|
|
"recall-0.1": 0.99727,
|
|
"recall-0.15": 0.997952,
|
|
"recall-0.25": 0.997952,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1462,
|
|
"mean": 0.026327,
|
|
"median": 0.019138,
|
|
"std": 0.023445,
|
|
"sem": 0.000613,
|
|
"min": 0.001473,
|
|
"max": 0.204516,
|
|
"recall-0.025": 0.657338,
|
|
"recall-0.05": 0.88942,
|
|
"recall-0.1": 0.980887,
|
|
"recall-0.15": 0.991809,
|
|
"recall-0.25": 0.997952,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1462,
|
|
"mean": 0.023441,
|
|
"median": 0.01854,
|
|
"std": 0.017002,
|
|
"sem": 0.000445,
|
|
"min": 0.001862,
|
|
"max": 0.192752,
|
|
"recall-0.025": 0.704033,
|
|
"recall-0.05": 0.917977,
|
|
"recall-0.1": 0.995899,
|
|
"recall-0.15": 0.997949,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1432,
|
|
"mean": 0.035253,
|
|
"median": 0.017377,
|
|
"std": 0.050312,
|
|
"sem": 0.00133,
|
|
"min": 0.000839,
|
|
"max": 0.397588,
|
|
"recall-0.025": 0.668759,
|
|
"recall-0.05": 0.841004,
|
|
"recall-0.1": 0.914923,
|
|
"recall-0.15": 0.950488,
|
|
"recall-0.25": 0.988145,
|
|
"recall-0.5": 0.998605,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1456,
|
|
"mean": 0.025795,
|
|
"median": 0.016112,
|
|
"std": 0.032044,
|
|
"sem": 0.00084,
|
|
"min": 0.001692,
|
|
"max": 0.302436,
|
|
"recall-0.025": 0.70261,
|
|
"recall-0.05": 0.895604,
|
|
"recall-0.1": 0.973214,
|
|
"recall-0.15": 0.985577,
|
|
"recall-0.25": 0.995192,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1462,
|
|
"mean": 0.060254,
|
|
"median": 0.054373,
|
|
"std": 0.028581,
|
|
"sem": 0.000748,
|
|
"min": 0.004693,
|
|
"max": 0.17666,
|
|
"recall-0.025": 0.053242,
|
|
"recall-0.05": 0.3843,
|
|
"recall-0.1": 0.895563,
|
|
"recall-0.15": 0.982935,
|
|
"recall-0.25": 0.997952,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1463,
|
|
"mean": 0.058329,
|
|
"median": 0.055457,
|
|
"std": 0.027832,
|
|
"sem": 0.000728,
|
|
"min": 0.005918,
|
|
"max": 0.45971,
|
|
"recall-0.025": 0.050477,
|
|
"recall-0.05": 0.414734,
|
|
"recall-0.1": 0.929741,
|
|
"recall-0.15": 0.991132,
|
|
"recall-0.25": 0.997271,
|
|
"recall-0.5": 0.997954,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1462,
|
|
"mean": 0.051563,
|
|
"median": 0.044941,
|
|
"std": 0.038014,
|
|
"sem": 0.000995,
|
|
"min": 0.002692,
|
|
"max": 0.452543,
|
|
"recall-0.025": 0.159044,
|
|
"recall-0.05": 0.604096,
|
|
"recall-0.1": 0.934471,
|
|
"recall-0.15": 0.968601,
|
|
"recall-0.25": 0.993174,
|
|
"recall-0.5": 0.997952,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1456,
|
|
"mean": 0.049185,
|
|
"median": 0.041163,
|
|
"std": 0.037287,
|
|
"sem": 0.000978,
|
|
"min": 0.001378,
|
|
"max": 0.466556,
|
|
"recall-0.025": 0.204935,
|
|
"recall-0.05": 0.601097,
|
|
"recall-0.1": 0.947224,
|
|
"recall-0.15": 0.985607,
|
|
"recall-0.25": 0.991775,
|
|
"recall-0.5": 0.997944,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1456,
|
|
"mean": 0.080698,
|
|
"median": 0.03627,
|
|
"std": 0.100866,
|
|
"sem": 0.002644,
|
|
"min": 0.002069,
|
|
"max": 0.497911,
|
|
"recall-0.025": 0.355434,
|
|
"recall-0.05": 0.593301,
|
|
"recall-0.1": 0.752563,
|
|
"recall-0.15": 0.826384,
|
|
"recall-0.25": 0.909774,
|
|
"recall-0.5": 0.995215,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1452,
|
|
"mean": 0.07488,
|
|
"median": 0.032819,
|
|
"std": 0.097791,
|
|
"sem": 0.002567,
|
|
"min": 0.000904,
|
|
"max": 0.498364,
|
|
"recall-0.025": 0.371918,
|
|
"recall-0.05": 0.664384,
|
|
"recall-0.1": 0.771233,
|
|
"recall-0.15": 0.837671,
|
|
"recall-0.25": 0.913699,
|
|
"recall-0.5": 0.994521,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.47615,
|
|
"recall-0.05": 0.74797,
|
|
"recall-0.1": 0.92917,
|
|
"recall-0.15": 0.96198,
|
|
"recall-0.25": 0.98225,
|
|
"recall-0.5": 0.99747
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 19987,
|
|
"pcp": 0.977646
|
|
}
|
|
```
|
|
|
|
##### 3 cameras
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.019059100383665505,
|
|
"avg_time_3d": 0.0005858217797628263,
|
|
"avg_fps": 50.90373948447781
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1429,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1417,
|
|
"invalid_preds": 12,
|
|
"missing": 49,
|
|
"invalid_fraction": 0.0084,
|
|
"precision": 0.9916,
|
|
"recall": 0.96658,
|
|
"f1": 0.97893,
|
|
"non_empty": 1429
|
|
},
|
|
"mpjpe": {
|
|
"count": 1417,
|
|
"mean": 0.073091,
|
|
"median": 0.062219,
|
|
"std": 0.040479,
|
|
"sem": 0.001076,
|
|
"min": 0.020245,
|
|
"max": 0.448508,
|
|
"recall-0.025": 0.005457,
|
|
"recall-0.05": 0.279673,
|
|
"recall-0.1": 0.8206,
|
|
"recall-0.15": 0.929059,
|
|
"recall-0.25": 0.955662,
|
|
"recall-0.5": 0.966576,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.0005,
|
|
"ap-0.05": 0.166228,
|
|
"ap-0.1": 0.769371,
|
|
"ap-0.15": 0.915595,
|
|
"ap-0.25": 0.948334,
|
|
"ap-0.5": 0.959393
|
|
},
|
|
"nose": {
|
|
"count": 1416,
|
|
"mean": 0.023231,
|
|
"median": 0.018076,
|
|
"std": 0.018379,
|
|
"sem": 0.000489,
|
|
"min": 0.001971,
|
|
"max": 0.187154,
|
|
"recall-0.025": 0.659604,
|
|
"recall-0.05": 0.911141,
|
|
"recall-0.1": 0.958988,
|
|
"recall-0.15": 0.96514,
|
|
"recall-0.25": 0.967874,
|
|
"recall-0.5": 0.967874,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1417,
|
|
"mean": 0.024898,
|
|
"median": 0.022244,
|
|
"std": 0.015731,
|
|
"sem": 0.000418,
|
|
"min": 0.002236,
|
|
"max": 0.178628,
|
|
"recall-0.025": 0.581173,
|
|
"recall-0.05": 0.888813,
|
|
"recall-0.1": 0.962483,
|
|
"recall-0.15": 0.965894,
|
|
"recall-0.25": 0.966576,
|
|
"recall-0.5": 0.966576,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1416,
|
|
"mean": 0.030089,
|
|
"median": 0.024773,
|
|
"std": 0.020273,
|
|
"sem": 0.000539,
|
|
"min": 0.002884,
|
|
"max": 0.211554,
|
|
"recall-0.025": 0.486007,
|
|
"recall-0.05": 0.857338,
|
|
"recall-0.1": 0.952218,
|
|
"recall-0.15": 0.962457,
|
|
"recall-0.25": 0.966553,
|
|
"recall-0.5": 0.966553,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_left": {
|
|
"count": 1416,
|
|
"mean": 0.037455,
|
|
"median": 0.024659,
|
|
"std": 0.034006,
|
|
"sem": 0.000904,
|
|
"min": 0.002134,
|
|
"max": 0.293637,
|
|
"recall-0.025": 0.488055,
|
|
"recall-0.05": 0.744027,
|
|
"recall-0.1": 0.898294,
|
|
"recall-0.15": 0.956997,
|
|
"recall-0.25": 0.965188,
|
|
"recall-0.5": 0.966553,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1416,
|
|
"mean": 0.034477,
|
|
"median": 0.022965,
|
|
"std": 0.031753,
|
|
"sem": 0.000844,
|
|
"min": 0.001941,
|
|
"max": 0.286945,
|
|
"recall-0.025": 0.534518,
|
|
"recall-0.05": 0.781955,
|
|
"recall-0.1": 0.922761,
|
|
"recall-0.15": 0.956254,
|
|
"recall-0.25": 0.966507,
|
|
"recall-0.5": 0.967874,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1386,
|
|
"mean": 0.051722,
|
|
"median": 0.025793,
|
|
"std": 0.058808,
|
|
"sem": 0.00158,
|
|
"min": 0.001897,
|
|
"max": 0.46638,
|
|
"recall-0.025": 0.475593,
|
|
"recall-0.05": 0.654812,
|
|
"recall-0.1": 0.812413,
|
|
"recall-0.15": 0.889819,
|
|
"recall-0.25": 0.958856,
|
|
"recall-0.5": 0.966527,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1408,
|
|
"mean": 0.046451,
|
|
"median": 0.028597,
|
|
"std": 0.048597,
|
|
"sem": 0.001296,
|
|
"min": 0.002471,
|
|
"max": 0.331108,
|
|
"recall-0.025": 0.430632,
|
|
"recall-0.05": 0.669643,
|
|
"recall-0.1": 0.856456,
|
|
"recall-0.15": 0.929945,
|
|
"recall-0.25": 0.953984,
|
|
"recall-0.5": 0.967033,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1415,
|
|
"mean": 0.07154,
|
|
"median": 0.066976,
|
|
"std": 0.033658,
|
|
"sem": 0.000895,
|
|
"min": 0.002043,
|
|
"max": 0.210973,
|
|
"recall-0.025": 0.030717,
|
|
"recall-0.05": 0.230717,
|
|
"recall-0.1": 0.840273,
|
|
"recall-0.15": 0.925597,
|
|
"recall-0.25": 0.96587,
|
|
"recall-0.5": 0.96587,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1416,
|
|
"mean": 0.079315,
|
|
"median": 0.074191,
|
|
"std": 0.034495,
|
|
"sem": 0.000917,
|
|
"min": 0.011248,
|
|
"max": 0.295907,
|
|
"recall-0.025": 0.012278,
|
|
"recall-0.05": 0.172578,
|
|
"recall-0.1": 0.776262,
|
|
"recall-0.15": 0.914052,
|
|
"recall-0.25": 0.965211,
|
|
"recall-0.5": 0.965894,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1410,
|
|
"mean": 0.085701,
|
|
"median": 0.057942,
|
|
"std": 0.077613,
|
|
"sem": 0.002068,
|
|
"min": 0.004836,
|
|
"max": 0.483791,
|
|
"recall-0.025": 0.086689,
|
|
"recall-0.05": 0.361092,
|
|
"recall-0.1": 0.736519,
|
|
"recall-0.15": 0.797952,
|
|
"recall-0.25": 0.921502,
|
|
"recall-0.5": 0.962457,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1404,
|
|
"mean": 0.08149,
|
|
"median": 0.057414,
|
|
"std": 0.074943,
|
|
"sem": 0.002001,
|
|
"min": 0.004282,
|
|
"max": 0.472221,
|
|
"recall-0.025": 0.091844,
|
|
"recall-0.05": 0.370802,
|
|
"recall-0.1": 0.758739,
|
|
"recall-0.15": 0.823852,
|
|
"recall-0.25": 0.917066,
|
|
"recall-0.5": 0.962303,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1325,
|
|
"mean": 0.159001,
|
|
"median": 0.117656,
|
|
"std": 0.137725,
|
|
"sem": 0.003785,
|
|
"min": 0.001738,
|
|
"max": 0.499244,
|
|
"recall-0.025": 0.186603,
|
|
"recall-0.05": 0.295284,
|
|
"recall-0.1": 0.390294,
|
|
"recall-0.15": 0.516063,
|
|
"recall-0.25": 0.671907,
|
|
"recall-0.5": 0.905673,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1318,
|
|
"mean": 0.138723,
|
|
"median": 0.091835,
|
|
"std": 0.130726,
|
|
"sem": 0.003602,
|
|
"min": 0.001879,
|
|
"max": 0.498441,
|
|
"recall-0.025": 0.173288,
|
|
"recall-0.05": 0.343151,
|
|
"recall-0.1": 0.482192,
|
|
"recall-0.15": 0.578082,
|
|
"recall-0.25": 0.70137,
|
|
"recall-0.5": 0.90274,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.32549,
|
|
"recall-0.05": 0.55972,
|
|
"recall-0.1": 0.79579,
|
|
"recall-0.15": 0.85982,
|
|
"recall-0.25": 0.91411,
|
|
"recall-0.5": 0.95613
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 18561,
|
|
"pcp": 0.907895
|
|
}
|
|
```
|
|
|
|
##### 10 cameras
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.05933877607671226,
|
|
"avg_time_3d": 0.002668114987815299,
|
|
"avg_fps": 16.127239776613678
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 420,
|
|
"total_labels": 1466,
|
|
"total_preds": 1495,
|
|
"considered_empty": 0,
|
|
"valid_preds": 1465,
|
|
"invalid_preds": 30,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.02007,
|
|
"precision": 0.97993,
|
|
"recall": 0.99932,
|
|
"f1": 0.98953,
|
|
"non_empty": 1495
|
|
},
|
|
"mpjpe": {
|
|
"count": 1465,
|
|
"mean": 0.03645,
|
|
"median": 0.032668,
|
|
"std": 0.014574,
|
|
"sem": 0.000381,
|
|
"min": 0.014928,
|
|
"max": 0.116577,
|
|
"recall-0.025": 0.191678,
|
|
"recall-0.05": 0.844475,
|
|
"recall-0.1": 0.998636,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466,
|
|
"ap-0.025": 0.106858,
|
|
"ap-0.05": 0.816491,
|
|
"ap-0.1": 0.991669,
|
|
"ap-0.15": 0.992363,
|
|
"ap-0.25": 0.992363,
|
|
"ap-0.5": 0.992363
|
|
},
|
|
"nose": {
|
|
"count": 1462,
|
|
"mean": 0.011726,
|
|
"median": 0.010385,
|
|
"std": 0.007192,
|
|
"sem": 0.000188,
|
|
"min": 0.001875,
|
|
"max": 0.112909,
|
|
"recall-0.025": 0.974026,
|
|
"recall-0.05": 0.992481,
|
|
"recall-0.1": 0.998633,
|
|
"recall-0.15": 0.999316,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"shoulder_left": {
|
|
"count": 1465,
|
|
"mean": 0.019132,
|
|
"median": 0.017724,
|
|
"std": 0.008239,
|
|
"sem": 0.000215,
|
|
"min": 0.002015,
|
|
"max": 0.058517,
|
|
"recall-0.025": 0.806276,
|
|
"recall-0.05": 0.993861,
|
|
"recall-0.1": 0.999318,
|
|
"recall-0.15": 0.999318,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"shoulder_right": {
|
|
"count": 1464,
|
|
"mean": 0.020556,
|
|
"median": 0.019632,
|
|
"std": 0.008084,
|
|
"sem": 0.000211,
|
|
"min": 0.001145,
|
|
"max": 0.068167,
|
|
"recall-0.025": 0.788396,
|
|
"recall-0.05": 0.991809,
|
|
"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": 0.021035,
|
|
"median": 0.018377,
|
|
"std": 0.011932,
|
|
"sem": 0.000312,
|
|
"min": 0.001799,
|
|
"max": 0.101956,
|
|
"recall-0.025": 0.730375,
|
|
"recall-0.05": 0.967918,
|
|
"recall-0.1": 0.997952,
|
|
"recall-0.15": 0.999317,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"elbow_right": {
|
|
"count": 1462,
|
|
"mean": 0.019353,
|
|
"median": 0.017394,
|
|
"std": 0.012002,
|
|
"sem": 0.000314,
|
|
"min": 0.001696,
|
|
"max": 0.163336,
|
|
"recall-0.025": 0.824334,
|
|
"recall-0.05": 0.97471,
|
|
"recall-0.1": 0.997266,
|
|
"recall-0.15": 0.997949,
|
|
"recall-0.25": 0.999316,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"wrist_left": {
|
|
"count": 1433,
|
|
"mean": 0.018366,
|
|
"median": 0.013219,
|
|
"std": 0.019445,
|
|
"sem": 0.000514,
|
|
"min": 0.00096,
|
|
"max": 0.198571,
|
|
"recall-0.025": 0.829149,
|
|
"recall-0.05": 0.958159,
|
|
"recall-0.1": 0.984658,
|
|
"recall-0.15": 0.993724,
|
|
"recall-0.25": 0.999303,
|
|
"recall-0.5": 0.999303,
|
|
"num_labels": 1434
|
|
},
|
|
"wrist_right": {
|
|
"count": 1456,
|
|
"mean": 0.018426,
|
|
"median": 0.012462,
|
|
"std": 0.020209,
|
|
"sem": 0.00053,
|
|
"min": 0.001522,
|
|
"max": 0.219788,
|
|
"recall-0.025": 0.824863,
|
|
"recall-0.05": 0.942308,
|
|
"recall-0.1": 0.985577,
|
|
"recall-0.15": 0.995879,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 1456
|
|
},
|
|
"hip_left": {
|
|
"count": 1464,
|
|
"mean": 0.050518,
|
|
"median": 0.049164,
|
|
"std": 0.018844,
|
|
"sem": 0.000493,
|
|
"min": 0.007522,
|
|
"max": 0.158307,
|
|
"recall-0.025": 0.055973,
|
|
"recall-0.05": 0.527645,
|
|
"recall-0.1": 0.976109,
|
|
"recall-0.15": 0.998635,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"hip_right": {
|
|
"count": 1465,
|
|
"mean": 0.050893,
|
|
"median": 0.04962,
|
|
"std": 0.016422,
|
|
"sem": 0.000429,
|
|
"min": 0.00903,
|
|
"max": 0.186674,
|
|
"recall-0.025": 0.042974,
|
|
"recall-0.05": 0.506821,
|
|
"recall-0.1": 0.993179,
|
|
"recall-0.15": 0.997954,
|
|
"recall-0.25": 0.999318,
|
|
"recall-0.5": 0.999318,
|
|
"num_labels": 1466
|
|
},
|
|
"knee_left": {
|
|
"count": 1464,
|
|
"mean": 0.038603,
|
|
"median": 0.034967,
|
|
"std": 0.021055,
|
|
"sem": 0.00055,
|
|
"min": 0.003825,
|
|
"max": 0.157831,
|
|
"recall-0.025": 0.261433,
|
|
"recall-0.05": 0.762457,
|
|
"recall-0.1": 0.98157,
|
|
"recall-0.15": 0.997952,
|
|
"recall-0.25": 0.999317,
|
|
"recall-0.5": 0.999317,
|
|
"num_labels": 1465
|
|
},
|
|
"knee_right": {
|
|
"count": 1458,
|
|
"mean": 0.039233,
|
|
"median": 0.034251,
|
|
"std": 0.024067,
|
|
"sem": 0.000631,
|
|
"min": 0.003005,
|
|
"max": 0.235912,
|
|
"recall-0.025": 0.272104,
|
|
"recall-0.05": 0.764907,
|
|
"recall-0.1": 0.975326,
|
|
"recall-0.15": 0.995202,
|
|
"recall-0.25": 0.999315,
|
|
"recall-0.5": 0.999315,
|
|
"num_labels": 1459
|
|
},
|
|
"ankle_left": {
|
|
"count": 1462,
|
|
"mean": 0.083044,
|
|
"median": 0.045752,
|
|
"std": 0.088433,
|
|
"sem": 0.002314,
|
|
"min": 0.003234,
|
|
"max": 0.476361,
|
|
"recall-0.025": 0.308271,
|
|
"recall-0.05": 0.520848,
|
|
"recall-0.1": 0.710185,
|
|
"recall-0.15": 0.835954,
|
|
"recall-0.25": 0.924129,
|
|
"recall-0.5": 0.999316,
|
|
"num_labels": 1463
|
|
},
|
|
"ankle_right": {
|
|
"count": 1457,
|
|
"mean": 0.081561,
|
|
"median": 0.043811,
|
|
"std": 0.091636,
|
|
"sem": 0.002402,
|
|
"min": 0.001943,
|
|
"max": 0.49569,
|
|
"recall-0.025": 0.293836,
|
|
"recall-0.05": 0.549315,
|
|
"recall-0.1": 0.75137,
|
|
"recall-0.15": 0.826712,
|
|
"recall-0.25": 0.910959,
|
|
"recall-0.5": 0.997945,
|
|
"num_labels": 1460
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 18990,
|
|
"recall-0.025": 0.5386,
|
|
"recall-0.05": 0.80348,
|
|
"recall-0.1": 0.94982,
|
|
"recall-0.15": 0.97167,
|
|
"recall-0.25": 0.98647,
|
|
"recall-0.5": 0.99884
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 20444,
|
|
"correct_parts": 20259,
|
|
"pcp": 0.990951
|
|
}
|
|
```
|
|
|
|
### IkeaAsm
|
|
|
|
(duration 00:01:45)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.013423044290115585,
|
|
"avg_time_3d": 0.0004526440268640579,
|
|
"avg_fps": 72.06849686702047
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 479,
|
|
"total_labels": 479,
|
|
"total_preds": 585,
|
|
"considered_empty": 1,
|
|
"valid_preds": 434,
|
|
"invalid_preds": 150,
|
|
"missing": 45,
|
|
"invalid_fraction": 0.25685,
|
|
"precision": 0.74315,
|
|
"recall": 0.90605,
|
|
"f1": 0.81656,
|
|
"non_empty": 584
|
|
},
|
|
"mpjpe": {
|
|
"count": 434,
|
|
"mean": 0.074807,
|
|
"median": 0.061202,
|
|
"std": 0.044993,
|
|
"sem": 0.002162,
|
|
"min": 0.020954,
|
|
"max": 0.318899,
|
|
"recall-0.025": 0.022965,
|
|
"recall-0.05": 0.329854,
|
|
"recall-0.1": 0.7119,
|
|
"recall-0.15": 0.835073,
|
|
"recall-0.25": 0.899791,
|
|
"recall-0.5": 0.906054,
|
|
"num_labels": 479,
|
|
"ap-0.025": 0.001009,
|
|
"ap-0.05": 0.11566,
|
|
"ap-0.1": 0.503757,
|
|
"ap-0.15": 0.682624,
|
|
"ap-0.25": 0.791403,
|
|
"ap-0.5": 0.803673
|
|
},
|
|
"head": {
|
|
"count": 412,
|
|
"mean": 0.034681,
|
|
"median": 0.03062,
|
|
"std": 0.018246,
|
|
"sem": 0.0009,
|
|
"min": 0.002045,
|
|
"max": 0.119132,
|
|
"recall-0.025": 0.287611,
|
|
"recall-0.05": 0.75885,
|
|
"recall-0.1": 0.900442,
|
|
"recall-0.15": 0.911504,
|
|
"recall-0.25": 0.911504,
|
|
"recall-0.5": 0.911504,
|
|
"num_labels": 452
|
|
},
|
|
"shoulder_left": {
|
|
"count": 412,
|
|
"mean": 0.042275,
|
|
"median": 0.037554,
|
|
"std": 0.019264,
|
|
"sem": 0.00095,
|
|
"min": 0.014265,
|
|
"max": 0.186331,
|
|
"recall-0.025": 0.081498,
|
|
"recall-0.05": 0.700441,
|
|
"recall-0.1": 0.89207,
|
|
"recall-0.15": 0.905286,
|
|
"recall-0.25": 0.907489,
|
|
"recall-0.5": 0.907489,
|
|
"num_labels": 454
|
|
},
|
|
"shoulder_right": {
|
|
"count": 426,
|
|
"mean": 0.030066,
|
|
"median": 0.02809,
|
|
"std": 0.010452,
|
|
"sem": 0.000507,
|
|
"min": 0.010825,
|
|
"max": 0.072284,
|
|
"recall-0.025": 0.299786,
|
|
"recall-0.05": 0.862955,
|
|
"recall-0.1": 0.912206,
|
|
"recall-0.15": 0.912206,
|
|
"recall-0.25": 0.912206,
|
|
"recall-0.5": 0.912206,
|
|
"num_labels": 467
|
|
},
|
|
"elbow_left": {
|
|
"count": 401,
|
|
"mean": 0.031452,
|
|
"median": 0.0227,
|
|
"std": 0.030449,
|
|
"sem": 0.001522,
|
|
"min": 0.001723,
|
|
"max": 0.355998,
|
|
"recall-0.025": 0.505721,
|
|
"recall-0.05": 0.79405,
|
|
"recall-0.1": 0.887872,
|
|
"recall-0.15": 0.906178,
|
|
"recall-0.25": 0.915332,
|
|
"recall-0.5": 0.91762,
|
|
"num_labels": 437
|
|
},
|
|
"elbow_right": {
|
|
"count": 405,
|
|
"mean": 0.025408,
|
|
"median": 0.022343,
|
|
"std": 0.015524,
|
|
"sem": 0.000772,
|
|
"min": 0.001272,
|
|
"max": 0.110877,
|
|
"recall-0.025": 0.521542,
|
|
"recall-0.05": 0.854875,
|
|
"recall-0.1": 0.913832,
|
|
"recall-0.15": 0.918367,
|
|
"recall-0.25": 0.918367,
|
|
"recall-0.5": 0.918367,
|
|
"num_labels": 441
|
|
},
|
|
"wrist_left": {
|
|
"count": 397,
|
|
"mean": 0.032045,
|
|
"median": 0.025504,
|
|
"std": 0.028908,
|
|
"sem": 0.001453,
|
|
"min": 0.001469,
|
|
"max": 0.236119,
|
|
"recall-0.025": 0.438073,
|
|
"recall-0.05": 0.793578,
|
|
"recall-0.1": 0.892202,
|
|
"recall-0.15": 0.894495,
|
|
"recall-0.25": 0.91055,
|
|
"recall-0.5": 0.91055,
|
|
"num_labels": 436
|
|
},
|
|
"wrist_right": {
|
|
"count": 409,
|
|
"mean": 0.028878,
|
|
"median": 0.022987,
|
|
"std": 0.029473,
|
|
"sem": 0.001459,
|
|
"min": 0.002706,
|
|
"max": 0.317473,
|
|
"recall-0.025": 0.495516,
|
|
"recall-0.05": 0.856502,
|
|
"recall-0.1": 0.896861,
|
|
"recall-0.15": 0.899103,
|
|
"recall-0.25": 0.912556,
|
|
"recall-0.5": 0.91704,
|
|
"num_labels": 446
|
|
},
|
|
"hip_left": {
|
|
"count": 291,
|
|
"mean": 0.105429,
|
|
"median": 0.098572,
|
|
"std": 0.036751,
|
|
"sem": 0.002158,
|
|
"min": 0.02895,
|
|
"max": 0.301591,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.019108,
|
|
"recall-0.1": 0.484076,
|
|
"recall-0.15": 0.843949,
|
|
"recall-0.25": 0.917197,
|
|
"recall-0.5": 0.926752,
|
|
"num_labels": 314
|
|
},
|
|
"hip_right": {
|
|
"count": 238,
|
|
"mean": 0.089163,
|
|
"median": 0.082764,
|
|
"std": 0.03617,
|
|
"sem": 0.002349,
|
|
"min": 0.027785,
|
|
"max": 0.342392,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.046154,
|
|
"recall-0.1": 0.665385,
|
|
"recall-0.15": 0.880769,
|
|
"recall-0.25": 0.907692,
|
|
"recall-0.5": 0.915385,
|
|
"num_labels": 260
|
|
},
|
|
"knee_left": {
|
|
"count": 246,
|
|
"mean": 0.134326,
|
|
"median": 0.096455,
|
|
"std": 0.107329,
|
|
"sem": 0.006857,
|
|
"min": 0.012137,
|
|
"max": 0.4698,
|
|
"recall-0.025": 0.014493,
|
|
"recall-0.05": 0.163043,
|
|
"recall-0.1": 0.452899,
|
|
"recall-0.15": 0.637681,
|
|
"recall-0.25": 0.757246,
|
|
"recall-0.5": 0.891304,
|
|
"num_labels": 276
|
|
},
|
|
"knee_right": {
|
|
"count": 182,
|
|
"mean": 0.113341,
|
|
"median": 0.072459,
|
|
"std": 0.102217,
|
|
"sem": 0.007598,
|
|
"min": 0.013657,
|
|
"max": 0.47956,
|
|
"recall-0.025": 0.027907,
|
|
"recall-0.05": 0.24186,
|
|
"recall-0.1": 0.534884,
|
|
"recall-0.15": 0.683721,
|
|
"recall-0.25": 0.748837,
|
|
"recall-0.5": 0.846512,
|
|
"num_labels": 215
|
|
},
|
|
"ankle_left": {
|
|
"count": 77,
|
|
"mean": 0.354595,
|
|
"median": 0.383447,
|
|
"std": 0.105654,
|
|
"sem": 0.012119,
|
|
"min": 0.023655,
|
|
"max": 0.49579,
|
|
"recall-0.025": 0.007576,
|
|
"recall-0.05": 0.007576,
|
|
"recall-0.1": 0.015152,
|
|
"recall-0.15": 0.037879,
|
|
"recall-0.25": 0.106061,
|
|
"recall-0.5": 0.583333,
|
|
"num_labels": 132
|
|
},
|
|
"ankle_right": {
|
|
"count": 70,
|
|
"mean": 0.381482,
|
|
"median": 0.400315,
|
|
"std": 0.091015,
|
|
"sem": 0.010957,
|
|
"min": 0.066901,
|
|
"max": 0.498563,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.0,
|
|
"recall-0.1": 0.015748,
|
|
"recall-0.15": 0.015748,
|
|
"recall-0.25": 0.03937,
|
|
"recall-0.5": 0.551181,
|
|
"num_labels": 127
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4457,
|
|
"recall-0.025": 0.26475,
|
|
"recall-0.05": 0.58896,
|
|
"recall-0.1": 0.75881,
|
|
"recall-0.15": 0.82006,
|
|
"recall-0.25": 0.84429,
|
|
"recall-0.5": 0.88804
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4313,
|
|
"correct_parts": 3712,
|
|
"pcp": 0.860654
|
|
}
|
|
```
|
|
|
|
### CHI3D
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.014957478171900698,
|
|
"avg_time_3d": 0.0004402857077749152,
|
|
"avg_fps": 64.94449504580058
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 390,
|
|
"total_labels": 780,
|
|
"total_preds": 779,
|
|
"considered_empty": 0,
|
|
"valid_preds": 779,
|
|
"invalid_preds": 0,
|
|
"missing": 1,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 0.99872,
|
|
"f1": 0.99936,
|
|
"non_empty": 779
|
|
},
|
|
"mpjpe": {
|
|
"count": 779,
|
|
"mean": 0.067871,
|
|
"median": 0.065561,
|
|
"std": 0.010735,
|
|
"sem": 0.000385,
|
|
"min": 0.049899,
|
|
"max": 0.184121,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.001282,
|
|
"recall-0.1": 0.985897,
|
|
"recall-0.15": 0.994872,
|
|
"recall-0.25": 0.998718,
|
|
"recall-0.5": 0.998718,
|
|
"num_labels": 780,
|
|
"ap-0.025": 0.0,
|
|
"ap-0.05": 2e-06,
|
|
"ap-0.1": 0.981711,
|
|
"ap-0.15": 0.994842,
|
|
"ap-0.25": 0.998718,
|
|
"ap-0.5": 0.998718
|
|
},
|
|
"head": {
|
|
"count": 779,
|
|
"mean": 0.037653,
|
|
"median": 0.025952,
|
|
"std": 0.042255,
|
|
"sem": 0.001515,
|
|
"min": 0.002742,
|
|
"max": 0.384391,
|
|
"recall-0.025": 0.476923,
|
|
"recall-0.05": 0.821795,
|
|
"recall-0.1": 0.95641,
|
|
"recall-0.15": 0.967949,
|
|
"recall-0.25": 0.988462,
|
|
"recall-0.5": 0.998718,
|
|
"num_labels": 780
|
|
},
|
|
"shoulder_left": {
|
|
"count": 779,
|
|
"mean": 0.067036,
|
|
"median": 0.068602,
|
|
"std": 0.019672,
|
|
"sem": 0.000705,
|
|
"min": 0.021109,
|
|
"max": 0.167744,
|
|
"recall-0.025": 0.005128,
|
|
"recall-0.05": 0.221795,
|
|
"recall-0.1": 0.957692,
|
|
"recall-0.15": 0.994872,
|
|
"recall-0.25": 0.998718,
|
|
"recall-0.5": 0.998718,
|
|
"num_labels": 780
|
|
},
|
|
"shoulder_right": {
|
|
"count": 779,
|
|
"mean": 0.075031,
|
|
"median": 0.073829,
|
|
"std": 0.020872,
|
|
"sem": 0.000748,
|
|
"min": 0.020224,
|
|
"max": 0.274582,
|
|
"recall-0.025": 0.003846,
|
|
"recall-0.05": 0.087179,
|
|
"recall-0.1": 0.910256,
|
|
"recall-0.15": 0.99359,
|
|
"recall-0.25": 0.997436,
|
|
"recall-0.5": 0.998718,
|
|
"num_labels": 780
|
|
},
|
|
"elbow_left": {
|
|
"count": 778,
|
|
"mean": 0.058524,
|
|
"median": 0.051953,
|
|
"std": 0.025781,
|
|
"sem": 0.000925,
|
|
"min": 0.019215,
|
|
"max": 0.363847,
|
|
"recall-0.025": 0.007692,
|
|
"recall-0.05": 0.419231,
|
|
"recall-0.1": 0.94359,
|
|
"recall-0.15": 0.979487,
|
|
"recall-0.25": 0.996154,
|
|
"recall-0.5": 0.997436,
|
|
"num_labels": 780
|
|
},
|
|
"elbow_right": {
|
|
"count": 779,
|
|
"mean": 0.067468,
|
|
"median": 0.066149,
|
|
"std": 0.022096,
|
|
"sem": 0.000792,
|
|
"min": 0.024053,
|
|
"max": 0.227375,
|
|
"recall-0.025": 0.001282,
|
|
"recall-0.05": 0.167949,
|
|
"recall-0.1": 0.953846,
|
|
"recall-0.15": 0.979487,
|
|
"recall-0.25": 0.998718,
|
|
"recall-0.5": 0.998718,
|
|
"num_labels": 780
|
|
},
|
|
"wrist_left": {
|
|
"count": 777,
|
|
"mean": 0.048868,
|
|
"median": 0.042971,
|
|
"std": 0.036964,
|
|
"sem": 0.001327,
|
|
"min": 0.00944,
|
|
"max": 0.429845,
|
|
"recall-0.025": 0.158974,
|
|
"recall-0.05": 0.660256,
|
|
"recall-0.1": 0.952564,
|
|
"recall-0.15": 0.975641,
|
|
"recall-0.25": 0.985897,
|
|
"recall-0.5": 0.996154,
|
|
"num_labels": 780
|
|
},
|
|
"wrist_right": {
|
|
"count": 778,
|
|
"mean": 0.065639,
|
|
"median": 0.062986,
|
|
"std": 0.039452,
|
|
"sem": 0.001415,
|
|
"min": 0.002032,
|
|
"max": 0.426451,
|
|
"recall-0.025": 0.034615,
|
|
"recall-0.05": 0.360256,
|
|
"recall-0.1": 0.917949,
|
|
"recall-0.15": 0.965385,
|
|
"recall-0.25": 0.987179,
|
|
"recall-0.5": 0.997436,
|
|
"num_labels": 780
|
|
},
|
|
"hip_left": {
|
|
"count": 779,
|
|
"mean": 0.110424,
|
|
"median": 0.110035,
|
|
"std": 0.01942,
|
|
"sem": 0.000696,
|
|
"min": 0.063461,
|
|
"max": 0.362567,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.0,
|
|
"recall-0.1": 0.292308,
|
|
"recall-0.15": 0.984615,
|
|
"recall-0.25": 0.997436,
|
|
"recall-0.5": 0.998718,
|
|
"num_labels": 780
|
|
},
|
|
"hip_right": {
|
|
"count": 779,
|
|
"mean": 0.136579,
|
|
"median": 0.136493,
|
|
"std": 0.015262,
|
|
"sem": 0.000547,
|
|
"min": 0.092681,
|
|
"max": 0.196212,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.0,
|
|
"recall-0.1": 0.008974,
|
|
"recall-0.15": 0.821795,
|
|
"recall-0.25": 0.998718,
|
|
"recall-0.5": 0.998718,
|
|
"num_labels": 780
|
|
},
|
|
"knee_left": {
|
|
"count": 779,
|
|
"mean": 0.05077,
|
|
"median": 0.048872,
|
|
"std": 0.018041,
|
|
"sem": 0.000647,
|
|
"min": 0.008028,
|
|
"max": 0.196653,
|
|
"recall-0.025": 0.017949,
|
|
"recall-0.05": 0.553846,
|
|
"recall-0.1": 0.967949,
|
|
"recall-0.15": 0.996154,
|
|
"recall-0.25": 0.998718,
|
|
"recall-0.5": 0.998718,
|
|
"num_labels": 780
|
|
},
|
|
"knee_right": {
|
|
"count": 779,
|
|
"mean": 0.05791,
|
|
"median": 0.055397,
|
|
"std": 0.017026,
|
|
"sem": 0.00061,
|
|
"min": 0.015979,
|
|
"max": 0.132415,
|
|
"recall-0.025": 0.002564,
|
|
"recall-0.05": 0.385897,
|
|
"recall-0.1": 0.982051,
|
|
"recall-0.15": 0.998718,
|
|
"recall-0.25": 0.998718,
|
|
"recall-0.5": 0.998718,
|
|
"num_labels": 780
|
|
},
|
|
"ankle_left": {
|
|
"count": 779,
|
|
"mean": 0.061342,
|
|
"median": 0.059413,
|
|
"std": 0.017221,
|
|
"sem": 0.000617,
|
|
"min": 0.02767,
|
|
"max": 0.310603,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.157692,
|
|
"recall-0.1": 0.979487,
|
|
"recall-0.15": 0.99359,
|
|
"recall-0.25": 0.997436,
|
|
"recall-0.5": 0.998718,
|
|
"num_labels": 780
|
|
},
|
|
"ankle_right": {
|
|
"count": 779,
|
|
"mean": 0.041889,
|
|
"median": 0.038262,
|
|
"std": 0.015597,
|
|
"sem": 0.000559,
|
|
"min": 0.01118,
|
|
"max": 0.189348,
|
|
"recall-0.025": 0.038462,
|
|
"recall-0.05": 0.802564,
|
|
"recall-0.1": 0.992308,
|
|
"recall-0.15": 0.996154,
|
|
"recall-0.25": 0.998718,
|
|
"recall-0.5": 0.998718,
|
|
"num_labels": 780
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 10140,
|
|
"recall-0.025": 0.05671,
|
|
"recall-0.05": 0.35611,
|
|
"recall-0.1": 0.83116,
|
|
"recall-0.15": 0.97249,
|
|
"recall-0.25": 0.99536,
|
|
"recall-0.5": 0.99832
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10920,
|
|
"correct_parts": 10410,
|
|
"pcp": 0.953297
|
|
}
|
|
```
|
|
|
|
### Tsinghua
|
|
|
|
(duration 00:01:51)
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.0297801673412323,
|
|
"avg_time_3d": 0.001048978567123413,
|
|
"avg_fps": 32.4368376267267
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 210,
|
|
"total_labels": 630,
|
|
"total_preds": 635,
|
|
"considered_empty": 0,
|
|
"valid_preds": 630,
|
|
"invalid_preds": 5,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.00787,
|
|
"precision": 0.99213,
|
|
"recall": 1.0,
|
|
"f1": 0.99605,
|
|
"non_empty": 635
|
|
},
|
|
"mpjpe": {
|
|
"count": 630,
|
|
"mean": 0.055877,
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"median": 0.051176,
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"std": 0.018299,
|
|
"sem": 0.00073,
|
|
"min": 0.031247,
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"max": 0.141346,
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"recall-0.025": 0.0,
|
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"recall-0.05": 0.452381,
|
|
"recall-0.1": 0.949206,
|
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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": 630,
|
|
"ap-0.025": 0.0,
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|
"ap-0.05": 0.242557,
|
|
"ap-0.1": 0.926768,
|
|
"ap-0.15": 1.0,
|
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"ap-0.25": 1.0,
|
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"ap-0.5": 1.0
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},
|
|
"head": {
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|
"count": 598,
|
|
"mean": 0.04182,
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|
"median": 0.040665,
|
|
"std": 0.013596,
|
|
"sem": 0.000556,
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"min": 0.014832,
|
|
"max": 0.177972,
|
|
"recall-0.025": 0.075251,
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"recall-0.05": 0.784281,
|
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"recall-0.1": 0.998328,
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"recall-0.15": 0.998328,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
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"num_labels": 598
|
|
},
|
|
"shoulder_left": {
|
|
"count": 630,
|
|
"mean": 0.063347,
|
|
"median": 0.060158,
|
|
"std": 0.019514,
|
|
"sem": 0.000778,
|
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"min": 0.016405,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
|
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"num_labels": 630
|
|
},
|
|
"shoulder_right": {
|
|
"count": 630,
|
|
"mean": 0.066393,
|
|
"median": 0.06475,
|
|
"std": 0.019847,
|
|
"sem": 0.000791,
|
|
"min": 0.019761,
|
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"max": 0.14019,
|
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"recall-0.025": 0.003175,
|
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"recall-0.05": 0.253968,
|
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"recall-0.1": 0.94127,
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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": 630
|
|
},
|
|
"elbow_left": {
|
|
"count": 630,
|
|
"mean": 0.053278,
|
|
"median": 0.049935,
|
|
"std": 0.021931,
|
|
"sem": 0.000874,
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"min": 0.006737,
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"max": 0.191912,
|
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"recall-0.05": 0.501587,
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"recall-0.1": 0.968254,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 630
|
|
},
|
|
"elbow_right": {
|
|
"count": 629,
|
|
"mean": 0.055845,
|
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"median": 0.050976,
|
|
"std": 0.027262,
|
|
"sem": 0.001088,
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"recall-0.025": 0.079491,
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"recall-0.05": 0.470588,
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"recall-0.25": 1.0,
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"recall-0.5": 1.0,
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"num_labels": 629
|
|
},
|
|
"wrist_left": {
|
|
"count": 630,
|
|
"mean": 0.048568,
|
|
"median": 0.042759,
|
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"std": 0.031439,
|
|
"sem": 0.001254,
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"recall-0.5": 1.0,
|
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"num_labels": 630
|
|
},
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|
"wrist_right": {
|
|
"count": 625,
|
|
"mean": 0.054121,
|
|
"median": 0.049075,
|
|
"std": 0.025533,
|
|
"sem": 0.001022,
|
|
"min": 0.005199,
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|
"max": 0.16283,
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|
"recall-0.025": 0.0688,
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"recall-0.05": 0.5216,
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"recall-0.1": 0.9408,
|
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"recall-0.15": 0.9952,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 625
|
|
},
|
|
"hip_left": {
|
|
"count": 630,
|
|
"mean": 0.058094,
|
|
"median": 0.056051,
|
|
"std": 0.019776,
|
|
"sem": 0.000789,
|
|
"min": 0.008159,
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|
"max": 0.177207,
|
|
"recall-0.025": 0.015873,
|
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"recall-0.05": 0.369841,
|
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"recall-0.1": 0.971429,
|
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"recall-0.15": 0.993651,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 630
|
|
},
|
|
"hip_right": {
|
|
"count": 629,
|
|
"mean": 0.052648,
|
|
"median": 0.049613,
|
|
"std": 0.021304,
|
|
"sem": 0.00085,
|
|
"min": 0.008816,
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"max": 0.143029,
|
|
"recall-0.025": 0.081081,
|
|
"recall-0.05": 0.503975,
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"recall-0.1": 0.976153,
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"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"knee_left": {
|
|
"count": 628,
|
|
"mean": 0.045731,
|
|
"median": 0.034191,
|
|
"std": 0.04676,
|
|
"sem": 0.001867,
|
|
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|
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"recall-0.025": 0.305732,
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"recall-0.05": 0.745223,
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"recall-0.1": 0.944268,
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"recall-0.15": 0.960191,
|
|
"recall-0.25": 0.984076,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 628
|
|
},
|
|
"knee_right": {
|
|
"count": 629,
|
|
"mean": 0.053798,
|
|
"median": 0.036361,
|
|
"std": 0.072963,
|
|
"sem": 0.002912,
|
|
"min": 0.001079,
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|
"max": 0.493215,
|
|
"recall-0.025": 0.246423,
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"recall-0.05": 0.712242,
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"recall-0.1": 0.945946,
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"recall-0.15": 0.950715,
|
|
"recall-0.25": 0.955485,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 629
|
|
},
|
|
"ankle_left": {
|
|
"count": 619,
|
|
"mean": 0.062433,
|
|
"median": 0.048333,
|
|
"std": 0.071526,
|
|
"sem": 0.002877,
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|
"min": 0.01437,
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"max": 0.495154,
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"recall-0.025": 0.059774,
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"recall-0.05": 0.537964,
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"recall-0.1": 0.954766,
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"recall-0.15": 0.961228,
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"recall-0.25": 0.964459,
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"recall-0.5": 1.0,
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|
"num_labels": 619
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|
},
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|
"ankle_right": {
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|
"count": 601,
|
|
"mean": 0.051519,
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"median": 0.046201,
|
|
"std": 0.041673,
|
|
"sem": 0.001701,
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|
"min": 0.005756,
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"max": 0.44468,
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"recall-0.025": 0.135048,
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"recall-0.05": 0.553055,
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"recall-0.1": 0.935691,
|
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"recall-0.15": 0.951768,
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"recall-0.25": 0.954984,
|
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"recall-0.5": 0.966238,
|
|
"num_labels": 622
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 8129,
|
|
"recall-0.025": 0.09866,
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|
"recall-0.05": 0.52663,
|
|
"recall-0.1": 0.95411,
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"recall-0.15": 0.98278,
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|
"recall-0.25": 0.98868,
|
|
"recall-0.5": 0.99742
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 8725,
|
|
"correct_parts": 8590,
|
|
"pcp": 0.984527
|
|
}
|
|
```
|
|
|
|
### H3WB
|
|
|
|
##### default joints
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.010956774259868421,
|
|
"avg_time_3d": 0.00037081367091128703,
|
|
"avg_fps": 88.28004744794484
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 200,
|
|
"total_labels": 200,
|
|
"total_preds": 200,
|
|
"considered_empty": 0,
|
|
"valid_preds": 200,
|
|
"invalid_preds": 0,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 1.0,
|
|
"f1": 1.0,
|
|
"non_empty": 200
|
|
},
|
|
"mpjpe": {
|
|
"count": 200,
|
|
"mean": 0.026036,
|
|
"median": 0.024095,
|
|
"std": 0.011081,
|
|
"sem": 0.000785,
|
|
"min": 0.011995,
|
|
"max": 0.122074,
|
|
"recall-0.025": 0.535,
|
|
"recall-0.05": 0.97,
|
|
"recall-0.1": 0.995,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200,
|
|
"ap-0.025": 0.442381,
|
|
"ap-0.05": 0.969201,
|
|
"ap-0.1": 0.995,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"nose": {
|
|
"count": 200,
|
|
"mean": 0.038082,
|
|
"median": 0.029124,
|
|
"std": 0.029016,
|
|
"sem": 0.002057,
|
|
"min": 0.001677,
|
|
"max": 0.148616,
|
|
"recall-0.025": 0.415,
|
|
"recall-0.05": 0.74,
|
|
"recall-0.1": 0.945,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_left": {
|
|
"count": 200,
|
|
"mean": 0.020331,
|
|
"median": 0.017805,
|
|
"std": 0.011914,
|
|
"sem": 0.000845,
|
|
"min": 0.002701,
|
|
"max": 0.090556,
|
|
"recall-0.025": 0.755,
|
|
"recall-0.05": 0.97,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_right": {
|
|
"count": 200,
|
|
"mean": 0.026801,
|
|
"median": 0.022421,
|
|
"std": 0.012865,
|
|
"sem": 0.000912,
|
|
"min": 0.004534,
|
|
"max": 0.092643,
|
|
"recall-0.025": 0.555,
|
|
"recall-0.05": 0.93,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"elbow_left": {
|
|
"count": 200,
|
|
"mean": 0.016996,
|
|
"median": 0.012308,
|
|
"std": 0.02022,
|
|
"sem": 0.001433,
|
|
"min": 0.001208,
|
|
"max": 0.218149,
|
|
"recall-0.025": 0.84,
|
|
"recall-0.05": 0.97,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"elbow_right": {
|
|
"count": 200,
|
|
"mean": 0.022677,
|
|
"median": 0.014901,
|
|
"std": 0.021292,
|
|
"sem": 0.001509,
|
|
"min": 0.001874,
|
|
"max": 0.138266,
|
|
"recall-0.025": 0.72,
|
|
"recall-0.05": 0.9,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_left": {
|
|
"count": 200,
|
|
"mean": 0.025241,
|
|
"median": 0.018451,
|
|
"std": 0.02671,
|
|
"sem": 0.001893,
|
|
"min": 0.002053,
|
|
"max": 0.242582,
|
|
"recall-0.025": 0.67,
|
|
"recall-0.05": 0.895,
|
|
"recall-0.1": 0.98,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_right": {
|
|
"count": 200,
|
|
"mean": 0.031542,
|
|
"median": 0.024933,
|
|
"std": 0.026264,
|
|
"sem": 0.001862,
|
|
"min": 0.001388,
|
|
"max": 0.160837,
|
|
"recall-0.025": 0.5,
|
|
"recall-0.05": 0.835,
|
|
"recall-0.1": 0.97,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_left": {
|
|
"count": 200,
|
|
"mean": 0.038654,
|
|
"median": 0.036955,
|
|
"std": 0.0149,
|
|
"sem": 0.001056,
|
|
"min": 0.009121,
|
|
"max": 0.093447,
|
|
"recall-0.025": 0.185,
|
|
"recall-0.05": 0.785,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_right": {
|
|
"count": 200,
|
|
"mean": 0.037207,
|
|
"median": 0.035892,
|
|
"std": 0.014823,
|
|
"sem": 0.001051,
|
|
"min": 0.003693,
|
|
"max": 0.07955,
|
|
"recall-0.025": 0.19,
|
|
"recall-0.05": 0.83,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"knee_left": {
|
|
"count": 200,
|
|
"mean": 0.021967,
|
|
"median": 0.015751,
|
|
"std": 0.027428,
|
|
"sem": 0.001944,
|
|
"min": 0.002751,
|
|
"max": 0.334075,
|
|
"recall-0.025": 0.75,
|
|
"recall-0.05": 0.95,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"knee_right": {
|
|
"count": 199,
|
|
"mean": 0.020051,
|
|
"median": 0.014155,
|
|
"std": 0.020629,
|
|
"sem": 0.001466,
|
|
"min": 0.002698,
|
|
"max": 0.150804,
|
|
"recall-0.025": 0.83,
|
|
"recall-0.05": 0.935,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 0.995,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_left": {
|
|
"count": 200,
|
|
"mean": 0.017853,
|
|
"median": 0.013049,
|
|
"std": 0.027218,
|
|
"sem": 0.001929,
|
|
"min": 0.001188,
|
|
"max": 0.34282,
|
|
"recall-0.025": 0.88,
|
|
"recall-0.05": 0.955,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_right": {
|
|
"count": 200,
|
|
"mean": 0.018275,
|
|
"median": 0.013472,
|
|
"std": 0.026745,
|
|
"sem": 0.001896,
|
|
"min": 0.001446,
|
|
"max": 0.335661,
|
|
"recall-0.025": 0.87,
|
|
"recall-0.05": 0.955,
|
|
"recall-0.1": 0.99,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 2600,
|
|
"recall-0.025": 0.62769,
|
|
"recall-0.05": 0.89615,
|
|
"recall-0.1": 0.98615,
|
|
"recall-0.15": 0.99654,
|
|
"recall-0.25": 0.99846,
|
|
"recall-0.5": 0.99962
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 2800,
|
|
"correct_parts": 2792,
|
|
"pcp": 0.997143
|
|
}
|
|
```
|
|
|
|
##### whole-body
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.0930509040230199,
|
|
"avg_time_3d": 0.000683552340457314,
|
|
"avg_fps": 10.668435480355983
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 200,
|
|
"total_labels": 200,
|
|
"total_preds": 200,
|
|
"considered_empty": 0,
|
|
"valid_preds": 200,
|
|
"invalid_preds": 0,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 1.0,
|
|
"f1": 1.0,
|
|
"non_empty": 200
|
|
},
|
|
"mpjpe": {
|
|
"count": 200,
|
|
"mean": 0.0489,
|
|
"median": 0.041571,
|
|
"std": 0.02696,
|
|
"sem": 0.001911,
|
|
"min": 0.021811,
|
|
"max": 0.245554,
|
|
"recall-0.025": 0.02,
|
|
"recall-0.05": 0.68,
|
|
"recall-0.1": 0.96,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200,
|
|
"ap-0.025": 0.004893,
|
|
"ap-0.05": 0.608555,
|
|
"ap-0.1": 0.953375,
|
|
"ap-0.15": 0.982941,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"nose": {
|
|
"count": 200,
|
|
"mean": 0.052155,
|
|
"median": 0.042304,
|
|
"std": 0.042473,
|
|
"sem": 0.003011,
|
|
"min": 0.004724,
|
|
"max": 0.260082,
|
|
"recall-0.025": 0.29,
|
|
"recall-0.05": 0.605,
|
|
"recall-0.1": 0.875,
|
|
"recall-0.15": 0.965,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"eye_left": {
|
|
"count": 200,
|
|
"mean": 0.0447,
|
|
"median": 0.034844,
|
|
"std": 0.031528,
|
|
"sem": 0.002235,
|
|
"min": 0.005777,
|
|
"max": 0.164646,
|
|
"recall-0.025": 0.325,
|
|
"recall-0.05": 0.68,
|
|
"recall-0.1": 0.915,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"eye_right": {
|
|
"count": 200,
|
|
"mean": 0.051839,
|
|
"median": 0.044697,
|
|
"std": 0.033931,
|
|
"sem": 0.002405,
|
|
"min": 0.0047,
|
|
"max": 0.189378,
|
|
"recall-0.025": 0.23,
|
|
"recall-0.05": 0.585,
|
|
"recall-0.1": 0.905,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ear_left": {
|
|
"count": 200,
|
|
"mean": 0.034269,
|
|
"median": 0.025962,
|
|
"std": 0.028064,
|
|
"sem": 0.001989,
|
|
"min": 0.004571,
|
|
"max": 0.183472,
|
|
"recall-0.025": 0.485,
|
|
"recall-0.05": 0.825,
|
|
"recall-0.1": 0.965,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ear_right": {
|
|
"count": 200,
|
|
"mean": 0.043564,
|
|
"median": 0.037037,
|
|
"std": 0.027275,
|
|
"sem": 0.001933,
|
|
"min": 0.003843,
|
|
"max": 0.13407,
|
|
"recall-0.025": 0.29,
|
|
"recall-0.05": 0.67,
|
|
"recall-0.1": 0.97,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_left": {
|
|
"count": 200,
|
|
"mean": 0.020277,
|
|
"median": 0.018464,
|
|
"std": 0.011523,
|
|
"sem": 0.000817,
|
|
"min": 0.001476,
|
|
"max": 0.096754,
|
|
"recall-0.025": 0.725,
|
|
"recall-0.05": 0.985,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_right": {
|
|
"count": 200,
|
|
"mean": 0.023771,
|
|
"median": 0.01965,
|
|
"std": 0.014833,
|
|
"sem": 0.001051,
|
|
"min": 0.00089,
|
|
"max": 0.088781,
|
|
"recall-0.025": 0.645,
|
|
"recall-0.05": 0.93,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"elbow_left": {
|
|
"count": 200,
|
|
"mean": 0.021929,
|
|
"median": 0.016049,
|
|
"std": 0.019549,
|
|
"sem": 0.001386,
|
|
"min": 0.001185,
|
|
"max": 0.128758,
|
|
"recall-0.025": 0.74,
|
|
"recall-0.05": 0.945,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"elbow_right": {
|
|
"count": 200,
|
|
"mean": 0.025547,
|
|
"median": 0.018257,
|
|
"std": 0.022194,
|
|
"sem": 0.001573,
|
|
"min": 0.000989,
|
|
"max": 0.116739,
|
|
"recall-0.025": 0.63,
|
|
"recall-0.05": 0.885,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_left": {
|
|
"count": 200,
|
|
"mean": 0.031359,
|
|
"median": 0.020701,
|
|
"std": 0.037293,
|
|
"sem": 0.002644,
|
|
"min": 0.001713,
|
|
"max": 0.345022,
|
|
"recall-0.025": 0.59,
|
|
"recall-0.05": 0.86,
|
|
"recall-0.1": 0.955,
|
|
"recall-0.15": 0.97,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"wrist_right": {
|
|
"count": 200,
|
|
"mean": 0.044186,
|
|
"median": 0.028162,
|
|
"std": 0.056426,
|
|
"sem": 0.004,
|
|
"min": 0.002667,
|
|
"max": 0.453742,
|
|
"recall-0.025": 0.46,
|
|
"recall-0.05": 0.75,
|
|
"recall-0.1": 0.915,
|
|
"recall-0.15": 0.955,
|
|
"recall-0.25": 0.985,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_left": {
|
|
"count": 200,
|
|
"mean": 0.031764,
|
|
"median": 0.028458,
|
|
"std": 0.015383,
|
|
"sem": 0.00109,
|
|
"min": 0.005035,
|
|
"max": 0.088017,
|
|
"recall-0.025": 0.375,
|
|
"recall-0.05": 0.89,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"hip_right": {
|
|
"count": 200,
|
|
"mean": 0.031394,
|
|
"median": 0.028821,
|
|
"std": 0.015834,
|
|
"sem": 0.001122,
|
|
"min": 0.003171,
|
|
"max": 0.075791,
|
|
"recall-0.025": 0.395,
|
|
"recall-0.05": 0.865,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"knee_left": {
|
|
"count": 200,
|
|
"mean": 0.021778,
|
|
"median": 0.016331,
|
|
"std": 0.02402,
|
|
"sem": 0.001703,
|
|
"min": 0.001479,
|
|
"max": 0.220794,
|
|
"recall-0.025": 0.765,
|
|
"recall-0.05": 0.955,
|
|
"recall-0.1": 0.98,
|
|
"recall-0.15": 0.99,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"knee_right": {
|
|
"count": 200,
|
|
"mean": 0.025542,
|
|
"median": 0.014474,
|
|
"std": 0.039022,
|
|
"sem": 0.002766,
|
|
"min": 0.001885,
|
|
"max": 0.272798,
|
|
"recall-0.025": 0.735,
|
|
"recall-0.05": 0.915,
|
|
"recall-0.1": 0.955,
|
|
"recall-0.15": 0.97,
|
|
"recall-0.25": 0.99,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_left": {
|
|
"count": 200,
|
|
"mean": 0.016973,
|
|
"median": 0.01171,
|
|
"std": 0.021732,
|
|
"sem": 0.001541,
|
|
"min": 0.001445,
|
|
"max": 0.208925,
|
|
"recall-0.025": 0.855,
|
|
"recall-0.05": 0.96,
|
|
"recall-0.1": 0.985,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"ankle_right": {
|
|
"count": 199,
|
|
"mean": 0.019163,
|
|
"median": 0.01238,
|
|
"std": 0.033929,
|
|
"sem": 0.002411,
|
|
"min": 0.001138,
|
|
"max": 0.42767,
|
|
"recall-0.025": 0.82,
|
|
"recall-0.05": 0.96,
|
|
"recall-0.1": 0.98,
|
|
"recall-0.15": 0.985,
|
|
"recall-0.25": 0.99,
|
|
"recall-0.5": 0.995,
|
|
"num_labels": 200
|
|
},
|
|
"foot_toe_big_left": {
|
|
"count": 200,
|
|
"mean": 0.033032,
|
|
"median": 0.022607,
|
|
"std": 0.037964,
|
|
"sem": 0.002691,
|
|
"min": 0.004636,
|
|
"max": 0.313372,
|
|
"recall-0.025": 0.555,
|
|
"recall-0.05": 0.87,
|
|
"recall-0.1": 0.945,
|
|
"recall-0.15": 0.97,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_toe_small_left": {
|
|
"count": 200,
|
|
"mean": 0.027889,
|
|
"median": 0.019194,
|
|
"std": 0.036367,
|
|
"sem": 0.002578,
|
|
"min": 0.001625,
|
|
"max": 0.384267,
|
|
"recall-0.025": 0.675,
|
|
"recall-0.05": 0.92,
|
|
"recall-0.1": 0.96,
|
|
"recall-0.15": 0.98,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"foot_heel_left": {
|
|
"count": 199,
|
|
"mean": 0.023713,
|
|
"median": 0.016951,
|
|
"std": 0.02145,
|
|
"sem": 0.001524,
|
|
"min": 0.001824,
|
|
"max": 0.149509,
|
|
"recall-0.025": 0.705,
|
|
"recall-0.05": 0.9,
|
|
"recall-0.1": 0.975,
|
|
"recall-0.15": 0.995,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 0.995,
|
|
"num_labels": 200
|
|
},
|
|
"foot_toe_big_right": {
|
|
"count": 199,
|
|
"mean": 0.031841,
|
|
"median": 0.020835,
|
|
"std": 0.040255,
|
|
"sem": 0.002861,
|
|
"min": 0.001773,
|
|
"max": 0.365633,
|
|
"recall-0.025": 0.605,
|
|
"recall-0.05": 0.885,
|
|
"recall-0.1": 0.945,
|
|
"recall-0.15": 0.97,
|
|
"recall-0.25": 0.99,
|
|
"recall-0.5": 0.995,
|
|
"num_labels": 200
|
|
},
|
|
"foot_toe_small_right": {
|
|
"count": 199,
|
|
"mean": 0.031601,
|
|
"median": 0.023029,
|
|
"std": 0.02982,
|
|
"sem": 0.002119,
|
|
"min": 0.000975,
|
|
"max": 0.215014,
|
|
"recall-0.025": 0.555,
|
|
"recall-0.05": 0.85,
|
|
"recall-0.1": 0.965,
|
|
"recall-0.15": 0.98,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 0.995,
|
|
"num_labels": 200
|
|
},
|
|
"foot_heel_right": {
|
|
"count": 199,
|
|
"mean": 0.026025,
|
|
"median": 0.017438,
|
|
"std": 0.029538,
|
|
"sem": 0.002099,
|
|
"min": 0.00171,
|
|
"max": 0.238119,
|
|
"recall-0.025": 0.695,
|
|
"recall-0.05": 0.89,
|
|
"recall-0.1": 0.96,
|
|
"recall-0.15": 0.98,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 0.995,
|
|
"num_labels": 200
|
|
},
|
|
"face_jaw_right_1": {
|
|
"count": 200,
|
|
"mean": 0.088339,
|
|
"median": 0.076954,
|
|
"std": 0.039044,
|
|
"sem": 0.002768,
|
|
"min": 0.026291,
|
|
"max": 0.318671,
|
|
"recall-0.025": 0.0,
|
|
"recall-0.05": 0.1,
|
|
"recall-0.1": 0.72,
|
|
"recall-0.15": 0.93,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"face_jaw_right_2": {
|
|
"count": 200,
|
|
"mean": 0.086307,
|
|
"median": 0.076901,
|
|
"std": 0.0388,
|
|
"sem": 0.00275,
|
|
"min": 0.01961,
|
|
"max": 0.290282,
|
|
"recall-0.025": 0.005,
|
|
"recall-0.05": 0.13,
|
|
"recall-0.1": 0.72,
|
|
"recall-0.15": 0.92,
|
|
"recall-0.25": 0.995,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"face_jaw_right_3": {
|
|
"count": 200,
|
|
"mean": 0.08906,
|
|
"median": 0.077502,
|
|
"std": 0.042935,
|
|
"sem": 0.003044,
|
|
"min": 0.004452,
|
|
"max": 0.272966,
|
|
"recall-0.025": 0.02,
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|
|
"recall-0.05": 0.695,
|
|
"recall-0.1": 0.875,
|
|
"recall-0.15": 0.915,
|
|
"recall-0.25": 0.945,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_thumb_right_4": {
|
|
"count": 196,
|
|
"mean": 0.05542,
|
|
"median": 0.034498,
|
|
"std": 0.064818,
|
|
"sem": 0.004642,
|
|
"min": 0.004848,
|
|
"max": 0.399408,
|
|
"recall-0.025": 0.355,
|
|
"recall-0.05": 0.67,
|
|
"recall-0.1": 0.86,
|
|
"recall-0.15": 0.905,
|
|
"recall-0.25": 0.95,
|
|
"recall-0.5": 0.98,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_index_right_1": {
|
|
"count": 196,
|
|
"mean": 0.049522,
|
|
"median": 0.030198,
|
|
"std": 0.056265,
|
|
"sem": 0.004029,
|
|
"min": 0.00417,
|
|
"max": 0.394942,
|
|
"recall-0.025": 0.39,
|
|
"recall-0.05": 0.72,
|
|
"recall-0.1": 0.875,
|
|
"recall-0.15": 0.925,
|
|
"recall-0.25": 0.955,
|
|
"recall-0.5": 0.98,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_index_right_2": {
|
|
"count": 197,
|
|
"mean": 0.053615,
|
|
"median": 0.029254,
|
|
"std": 0.068527,
|
|
"sem": 0.004895,
|
|
"min": 0.00179,
|
|
"max": 0.456742,
|
|
"recall-0.025": 0.375,
|
|
"recall-0.05": 0.695,
|
|
"recall-0.1": 0.86,
|
|
"recall-0.15": 0.925,
|
|
"recall-0.25": 0.945,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_index_right_3": {
|
|
"count": 196,
|
|
"mean": 0.058302,
|
|
"median": 0.030471,
|
|
"std": 0.077172,
|
|
"sem": 0.005526,
|
|
"min": 0.005081,
|
|
"max": 0.482276,
|
|
"recall-0.025": 0.39,
|
|
"recall-0.05": 0.68,
|
|
"recall-0.1": 0.83,
|
|
"recall-0.15": 0.89,
|
|
"recall-0.25": 0.945,
|
|
"recall-0.5": 0.98,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_index_right_4": {
|
|
"count": 195,
|
|
"mean": 0.0599,
|
|
"median": 0.033546,
|
|
"std": 0.079225,
|
|
"sem": 0.005688,
|
|
"min": 0.007343,
|
|
"max": 0.495068,
|
|
"recall-0.025": 0.345,
|
|
"recall-0.05": 0.66,
|
|
"recall-0.1": 0.85,
|
|
"recall-0.15": 0.895,
|
|
"recall-0.25": 0.935,
|
|
"recall-0.5": 0.975,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_middle_right_1": {
|
|
"count": 196,
|
|
"mean": 0.051308,
|
|
"median": 0.029937,
|
|
"std": 0.063319,
|
|
"sem": 0.004534,
|
|
"min": 0.001968,
|
|
"max": 0.405225,
|
|
"recall-0.025": 0.41,
|
|
"recall-0.05": 0.715,
|
|
"recall-0.1": 0.855,
|
|
"recall-0.15": 0.915,
|
|
"recall-0.25": 0.945,
|
|
"recall-0.5": 0.98,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_middle_right_2": {
|
|
"count": 197,
|
|
"mean": 0.053176,
|
|
"median": 0.027512,
|
|
"std": 0.075994,
|
|
"sem": 0.005428,
|
|
"min": 0.001788,
|
|
"max": 0.469042,
|
|
"recall-0.025": 0.435,
|
|
"recall-0.05": 0.725,
|
|
"recall-0.1": 0.855,
|
|
"recall-0.15": 0.915,
|
|
"recall-0.25": 0.945,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_middle_right_3": {
|
|
"count": 197,
|
|
"mean": 0.060425,
|
|
"median": 0.030964,
|
|
"std": 0.083144,
|
|
"sem": 0.005939,
|
|
"min": 0.002682,
|
|
"max": 0.477033,
|
|
"recall-0.025": 0.41,
|
|
"recall-0.05": 0.67,
|
|
"recall-0.1": 0.85,
|
|
"recall-0.15": 0.905,
|
|
"recall-0.25": 0.935,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_middle_right_4": {
|
|
"count": 197,
|
|
"mean": 0.061806,
|
|
"median": 0.035817,
|
|
"std": 0.078853,
|
|
"sem": 0.005632,
|
|
"min": 0.003015,
|
|
"max": 0.494967,
|
|
"recall-0.025": 0.32,
|
|
"recall-0.05": 0.655,
|
|
"recall-0.1": 0.845,
|
|
"recall-0.15": 0.9,
|
|
"recall-0.25": 0.94,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_1": {
|
|
"count": 198,
|
|
"mean": 0.056145,
|
|
"median": 0.030293,
|
|
"std": 0.075408,
|
|
"sem": 0.005373,
|
|
"min": 0.001985,
|
|
"max": 0.497837,
|
|
"recall-0.025": 0.39,
|
|
"recall-0.05": 0.7,
|
|
"recall-0.1": 0.86,
|
|
"recall-0.15": 0.925,
|
|
"recall-0.25": 0.945,
|
|
"recall-0.5": 0.99,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_2": {
|
|
"count": 196,
|
|
"mean": 0.056509,
|
|
"median": 0.029771,
|
|
"std": 0.074183,
|
|
"sem": 0.005312,
|
|
"min": 0.002683,
|
|
"max": 0.449084,
|
|
"recall-0.025": 0.415,
|
|
"recall-0.05": 0.695,
|
|
"recall-0.1": 0.825,
|
|
"recall-0.15": 0.91,
|
|
"recall-0.25": 0.945,
|
|
"recall-0.5": 0.98,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_3": {
|
|
"count": 197,
|
|
"mean": 0.058963,
|
|
"median": 0.033034,
|
|
"std": 0.078337,
|
|
"sem": 0.005596,
|
|
"min": 0.001835,
|
|
"max": 0.463737,
|
|
"recall-0.025": 0.39,
|
|
"recall-0.05": 0.655,
|
|
"recall-0.1": 0.855,
|
|
"recall-0.15": 0.915,
|
|
"recall-0.25": 0.935,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_ring_right_4": {
|
|
"count": 197,
|
|
"mean": 0.062552,
|
|
"median": 0.037913,
|
|
"std": 0.078131,
|
|
"sem": 0.005581,
|
|
"min": 0.001315,
|
|
"max": 0.466981,
|
|
"recall-0.025": 0.305,
|
|
"recall-0.05": 0.645,
|
|
"recall-0.1": 0.84,
|
|
"recall-0.15": 0.91,
|
|
"recall-0.25": 0.945,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_1": {
|
|
"count": 196,
|
|
"mean": 0.0597,
|
|
"median": 0.031395,
|
|
"std": 0.077042,
|
|
"sem": 0.005517,
|
|
"min": 0.004017,
|
|
"max": 0.480062,
|
|
"recall-0.025": 0.395,
|
|
"recall-0.05": 0.66,
|
|
"recall-0.1": 0.83,
|
|
"recall-0.15": 0.91,
|
|
"recall-0.25": 0.935,
|
|
"recall-0.5": 0.98,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_2": {
|
|
"count": 197,
|
|
"mean": 0.063671,
|
|
"median": 0.036548,
|
|
"std": 0.080207,
|
|
"sem": 0.005729,
|
|
"min": 0.004379,
|
|
"max": 0.42712,
|
|
"recall-0.025": 0.345,
|
|
"recall-0.05": 0.64,
|
|
"recall-0.1": 0.815,
|
|
"recall-0.15": 0.9,
|
|
"recall-0.25": 0.93,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_3": {
|
|
"count": 197,
|
|
"mean": 0.062288,
|
|
"median": 0.034977,
|
|
"std": 0.078003,
|
|
"sem": 0.005572,
|
|
"min": 0.002582,
|
|
"max": 0.430948,
|
|
"recall-0.025": 0.345,
|
|
"recall-0.05": 0.64,
|
|
"recall-0.1": 0.815,
|
|
"recall-0.15": 0.91,
|
|
"recall-0.25": 0.94,
|
|
"recall-0.5": 0.985,
|
|
"num_labels": 200
|
|
},
|
|
"hand_finger_pinky_right_4": {
|
|
"count": 196,
|
|
"mean": 0.062501,
|
|
"median": 0.039112,
|
|
"std": 0.072377,
|
|
"sem": 0.005183,
|
|
"min": 0.003107,
|
|
"max": 0.441595,
|
|
"recall-0.025": 0.3,
|
|
"recall-0.05": 0.6,
|
|
"recall-0.1": 0.815,
|
|
"recall-0.15": 0.895,
|
|
"recall-0.25": 0.94,
|
|
"recall-0.5": 0.98,
|
|
"num_labels": 200
|
|
},
|
|
"hip_middle": {
|
|
"count": 200,
|
|
"mean": 0.030738,
|
|
"median": 0.028005,
|
|
"std": 0.015454,
|
|
"sem": 0.001096,
|
|
"min": 0.004351,
|
|
"max": 0.082165,
|
|
"recall-0.025": 0.44,
|
|
"recall-0.05": 0.885,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"shoulder_middle": {
|
|
"count": 200,
|
|
"mean": 0.018806,
|
|
"median": 0.016041,
|
|
"std": 0.011302,
|
|
"sem": 0.000801,
|
|
"min": 0.001752,
|
|
"max": 0.052958,
|
|
"recall-0.025": 0.77,
|
|
"recall-0.05": 0.975,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 200
|
|
},
|
|
"head": {
|
|
"count": 200,
|
|
"mean": 0.030699,
|
|
"median": 0.028405,
|
|
"std": 0.016938,
|
|
"sem": 0.001201,
|
|
"min": 0.001659,
|
|
"max": 0.114188,
|
|
"recall-0.025": 0.415,
|
|
"recall-0.05": 0.865,
|
|
"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": 0.030564,
|
|
"median": 0.023498,
|
|
"std": 0.027462,
|
|
"sem": 0.001948,
|
|
"min": 0.002578,
|
|
"max": 0.206494,
|
|
"num_labels": 5200
|
|
},
|
|
"face": {
|
|
"count": 13600,
|
|
"mean": 0.048109,
|
|
"median": 0.039083,
|
|
"std": 0.031799,
|
|
"sem": 0.002254,
|
|
"min": 0.006293,
|
|
"max": 0.203005,
|
|
"num_labels": 13600
|
|
},
|
|
"hand": {
|
|
"count": 8306,
|
|
"mean": 0.053144,
|
|
"median": 0.029768,
|
|
"std": 0.066885,
|
|
"sem": 0.004769,
|
|
"min": 0.003241,
|
|
"max": 0.431926,
|
|
"num_labels": 8400
|
|
}
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 27200,
|
|
"recall-0.025": 0.3825,
|
|
"recall-0.05": 0.69544,
|
|
"recall-0.1": 0.90967,
|
|
"recall-0.15": 0.96357,
|
|
"recall-0.25": 0.9857,
|
|
"recall-0.5": 0.99636
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 2800,
|
|
"correct_parts": 2790,
|
|
"pcp": 0.996429
|
|
}
|
|
```
|
|
|
|
### EgoHumans
|
|
|
|
##### tagging
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.042454131444295246,
|
|
"avg_time_3d": 0.0014010773764716255,
|
|
"avg_fps": 22.802308480320526
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 100,
|
|
"total_labels": 400,
|
|
"total_preds": 380,
|
|
"considered_empty": 0,
|
|
"valid_preds": 368,
|
|
"invalid_preds": 12,
|
|
"missing": 32,
|
|
"invalid_fraction": 0.03158,
|
|
"precision": 0.96842,
|
|
"recall": 0.92,
|
|
"f1": 0.94359,
|
|
"non_empty": 380
|
|
},
|
|
"mpjpe": {
|
|
"count": 368,
|
|
"mean": 0.039349,
|
|
"median": 0.032926,
|
|
"std": 0.022058,
|
|
"sem": 0.001151,
|
|
"min": 0.016105,
|
|
"max": 0.262994,
|
|
"recall-0.025": 0.15,
|
|
"recall-0.05": 0.76,
|
|
"recall-0.1": 0.895,
|
|
"recall-0.15": 0.915,
|
|
"recall-0.25": 0.9175,
|
|
"recall-0.5": 0.92,
|
|
"num_labels": 400,
|
|
"ap-0.025": 0.028482,
|
|
"ap-0.05": 0.674481,
|
|
"ap-0.1": 0.888311,
|
|
"ap-0.15": 0.913135,
|
|
"ap-0.25": 0.917036,
|
|
"ap-0.5": 0.919656
|
|
},
|
|
"head": {
|
|
"count": 368,
|
|
"mean": 0.045052,
|
|
"median": 0.039098,
|
|
"std": 0.027362,
|
|
"sem": 0.001428,
|
|
"min": 0.002977,
|
|
"max": 0.236023,
|
|
"recall-0.025": 0.1825,
|
|
"recall-0.05": 0.6175,
|
|
"recall-0.1": 0.885,
|
|
"recall-0.15": 0.91,
|
|
"recall-0.25": 0.92,
|
|
"recall-0.5": 0.92,
|
|
"num_labels": 400
|
|
},
|
|
"shoulder_left": {
|
|
"count": 368,
|
|
"mean": 0.039685,
|
|
"median": 0.034322,
|
|
"std": 0.030226,
|
|
"sem": 0.001578,
|
|
"min": 0.005282,
|
|
"max": 0.446219,
|
|
"recall-0.025": 0.26,
|
|
"recall-0.05": 0.6975,
|
|
"recall-0.1": 0.9025,
|
|
"recall-0.15": 0.9175,
|
|
"recall-0.25": 0.9175,
|
|
"recall-0.5": 0.92,
|
|
"num_labels": 400
|
|
},
|
|
"shoulder_right": {
|
|
"count": 368,
|
|
"mean": 0.039579,
|
|
"median": 0.036172,
|
|
"std": 0.023037,
|
|
"sem": 0.001203,
|
|
"min": 0.004844,
|
|
"max": 0.275894,
|
|
"recall-0.025": 0.1975,
|
|
"recall-0.05": 0.715,
|
|
"recall-0.1": 0.905,
|
|
"recall-0.15": 0.9175,
|
|
"recall-0.25": 0.9175,
|
|
"recall-0.5": 0.92,
|
|
"num_labels": 400
|
|
},
|
|
"elbow_left": {
|
|
"count": 368,
|
|
"mean": 0.0303,
|
|
"median": 0.0257,
|
|
"std": 0.027754,
|
|
"sem": 0.001449,
|
|
"min": 0.002612,
|
|
"max": 0.365908,
|
|
"recall-0.025": 0.435,
|
|
"recall-0.05": 0.83,
|
|
"recall-0.1": 0.905,
|
|
"recall-0.15": 0.915,
|
|
"recall-0.25": 0.9175,
|
|
"recall-0.5": 0.92,
|
|
"num_labels": 400
|
|
},
|
|
"elbow_right": {
|
|
"count": 368,
|
|
"mean": 0.037584,
|
|
"median": 0.030106,
|
|
"std": 0.029529,
|
|
"sem": 0.001541,
|
|
"min": 0.003654,
|
|
"max": 0.324866,
|
|
"recall-0.025": 0.32,
|
|
"recall-0.05": 0.75,
|
|
"recall-0.1": 0.8725,
|
|
"recall-0.15": 0.9175,
|
|
"recall-0.25": 0.9175,
|
|
"recall-0.5": 0.92,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_left": {
|
|
"count": 368,
|
|
"mean": 0.034703,
|
|
"median": 0.025471,
|
|
"std": 0.031666,
|
|
"sem": 0.001653,
|
|
"min": 0.002851,
|
|
"max": 0.304971,
|
|
"recall-0.025": 0.4425,
|
|
"recall-0.05": 0.7725,
|
|
"recall-0.1": 0.8825,
|
|
"recall-0.15": 0.9125,
|
|
"recall-0.25": 0.915,
|
|
"recall-0.5": 0.92,
|
|
"num_labels": 400
|
|
},
|
|
"wrist_right": {
|
|
"count": 365,
|
|
"mean": 0.034027,
|
|
"median": 0.024238,
|
|
"std": 0.03586,
|
|
"sem": 0.00188,
|
|
"min": 0.002002,
|
|
"max": 0.308895,
|
|
"recall-0.025": 0.4675,
|
|
"recall-0.05": 0.76,
|
|
"recall-0.1": 0.875,
|
|
"recall-0.15": 0.8975,
|
|
"recall-0.25": 0.905,
|
|
"recall-0.5": 0.9125,
|
|
"num_labels": 400
|
|
},
|
|
"hip_left": {
|
|
"count": 368,
|
|
"mean": 0.046902,
|
|
"median": 0.038138,
|
|
"std": 0.030151,
|
|
"sem": 0.001574,
|
|
"min": 0.005184,
|
|
"max": 0.155154,
|
|
"recall-0.025": 0.1925,
|
|
"recall-0.05": 0.6375,
|
|
"recall-0.1": 0.845,
|
|
"recall-0.15": 0.9175,
|
|
"recall-0.25": 0.92,
|
|
"recall-0.5": 0.92,
|
|
"num_labels": 400
|
|
},
|
|
"hip_right": {
|
|
"count": 368,
|
|
"mean": 0.044591,
|
|
"median": 0.036501,
|
|
"std": 0.029531,
|
|
"sem": 0.001541,
|
|
"min": 0.004714,
|
|
"max": 0.164952,
|
|
"recall-0.025": 0.24,
|
|
"recall-0.05": 0.65,
|
|
"recall-0.1": 0.8575,
|
|
"recall-0.15": 0.9125,
|
|
"recall-0.25": 0.92,
|
|
"recall-0.5": 0.92,
|
|
"num_labels": 400
|
|
},
|
|
"knee_left": {
|
|
"count": 368,
|
|
"mean": 0.027594,
|
|
"median": 0.023103,
|
|
"std": 0.020036,
|
|
"sem": 0.001046,
|
|
"min": 0.001091,
|
|
"max": 0.223156,
|
|
"recall-0.025": 0.5075,
|
|
"recall-0.05": 0.84,
|
|
"recall-0.1": 0.9125,
|
|
"recall-0.15": 0.915,
|
|
"recall-0.25": 0.92,
|
|
"recall-0.5": 0.92,
|
|
"num_labels": 400
|
|
},
|
|
"knee_right": {
|
|
"count": 366,
|
|
"mean": 0.031508,
|
|
"median": 0.023626,
|
|
"std": 0.035056,
|
|
"sem": 0.001835,
|
|
"min": 0.00167,
|
|
"max": 0.414212,
|
|
"recall-0.025": 0.48,
|
|
"recall-0.05": 0.8125,
|
|
"recall-0.1": 0.895,
|
|
"recall-0.15": 0.9025,
|
|
"recall-0.25": 0.905,
|
|
"recall-0.5": 0.915,
|
|
"num_labels": 400
|
|
},
|
|
"ankle_left": {
|
|
"count": 368,
|
|
"mean": 0.036661,
|
|
"median": 0.029479,
|
|
"std": 0.036337,
|
|
"sem": 0.001897,
|
|
"min": 0.003431,
|
|
"max": 0.481637,
|
|
"recall-0.025": 0.36,
|
|
"recall-0.05": 0.7575,
|
|
"recall-0.1": 0.895,
|
|
"recall-0.15": 0.9125,
|
|
"recall-0.25": 0.915,
|
|
"recall-0.5": 0.92,
|
|
"num_labels": 400
|
|
},
|
|
"ankle_right": {
|
|
"count": 366,
|
|
"mean": 0.050792,
|
|
"median": 0.034511,
|
|
"std": 0.05242,
|
|
"sem": 0.002744,
|
|
"min": 0.004525,
|
|
"max": 0.452313,
|
|
"recall-0.025": 0.2575,
|
|
"recall-0.05": 0.6275,
|
|
"recall-0.1": 0.8125,
|
|
"recall-0.15": 0.885,
|
|
"recall-0.25": 0.9025,
|
|
"recall-0.5": 0.915,
|
|
"num_labels": 400
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 5200,
|
|
"recall-0.025": 0.33385,
|
|
"recall-0.05": 0.72788,
|
|
"recall-0.1": 0.88038,
|
|
"recall-0.15": 0.91019,
|
|
"recall-0.25": 0.91481,
|
|
"recall-0.5": 0.91865
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5600,
|
|
"correct_parts": 5101,
|
|
"pcp": 0.910893
|
|
}
|
|
```
|
|
|
|
##### legoassemble
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.03811510833534035,
|
|
"avg_time_3d": 0.0012803936863804723,
|
|
"avg_fps": 25.383608500499555
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 121,
|
|
"total_labels": 363,
|
|
"total_preds": 363,
|
|
"considered_empty": 0,
|
|
"valid_preds": 363,
|
|
"invalid_preds": 0,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.0,
|
|
"precision": 1.0,
|
|
"recall": 1.0,
|
|
"f1": 1.0,
|
|
"non_empty": 363
|
|
},
|
|
"mpjpe": {
|
|
"count": 363,
|
|
"mean": 0.029682,
|
|
"median": 0.028424,
|
|
"std": 0.008263,
|
|
"sem": 0.000434,
|
|
"min": 0.012972,
|
|
"max": 0.058471,
|
|
"recall-0.025": 0.30303,
|
|
"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": 0.095589,
|
|
"ap-0.05": 0.967838,
|
|
"ap-0.1": 1.0,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 363,
|
|
"mean": 0.030095,
|
|
"median": 0.025736,
|
|
"std": 0.016745,
|
|
"sem": 0.00088,
|
|
"min": 0.003765,
|
|
"max": 0.090512,
|
|
"recall-0.025": 0.473829,
|
|
"recall-0.05": 0.878788,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"shoulder_left": {
|
|
"count": 363,
|
|
"mean": 0.030859,
|
|
"median": 0.025023,
|
|
"std": 0.020779,
|
|
"sem": 0.001092,
|
|
"min": 0.002824,
|
|
"max": 0.154308,
|
|
"recall-0.025": 0.498623,
|
|
"recall-0.05": 0.865014,
|
|
"recall-0.1": 0.983471,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"shoulder_right": {
|
|
"count": 363,
|
|
"mean": 0.029979,
|
|
"median": 0.028759,
|
|
"std": 0.014556,
|
|
"sem": 0.000765,
|
|
"min": 0.001729,
|
|
"max": 0.10965,
|
|
"recall-0.025": 0.37741,
|
|
"recall-0.05": 0.906336,
|
|
"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": 0.023742,
|
|
"median": 0.020914,
|
|
"std": 0.014781,
|
|
"sem": 0.000777,
|
|
"min": 0.004184,
|
|
"max": 0.191137,
|
|
"recall-0.025": 0.641873,
|
|
"recall-0.05": 0.953168,
|
|
"recall-0.1": 0.997245,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"elbow_right": {
|
|
"count": 363,
|
|
"mean": 0.020613,
|
|
"median": 0.019357,
|
|
"std": 0.011342,
|
|
"sem": 0.000596,
|
|
"min": 0.001944,
|
|
"max": 0.121475,
|
|
"recall-0.025": 0.713499,
|
|
"recall-0.05": 0.983471,
|
|
"recall-0.1": 0.997245,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"wrist_left": {
|
|
"count": 363,
|
|
"mean": 0.025604,
|
|
"median": 0.01995,
|
|
"std": 0.021669,
|
|
"sem": 0.001139,
|
|
"min": 0.002006,
|
|
"max": 0.22929,
|
|
"recall-0.025": 0.639118,
|
|
"recall-0.05": 0.933884,
|
|
"recall-0.1": 0.988981,
|
|
"recall-0.15": 0.99449,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"wrist_right": {
|
|
"count": 363,
|
|
"mean": 0.020501,
|
|
"median": 0.018416,
|
|
"std": 0.015423,
|
|
"sem": 0.000811,
|
|
"min": 0.000389,
|
|
"max": 0.230442,
|
|
"recall-0.025": 0.730028,
|
|
"recall-0.05": 0.977961,
|
|
"recall-0.1": 0.997245,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"hip_left": {
|
|
"count": 363,
|
|
"mean": 0.043261,
|
|
"median": 0.041291,
|
|
"std": 0.020179,
|
|
"sem": 0.001061,
|
|
"min": 0.00312,
|
|
"max": 0.123913,
|
|
"recall-0.025": 0.176309,
|
|
"recall-0.05": 0.702479,
|
|
"recall-0.1": 0.991736,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"hip_right": {
|
|
"count": 363,
|
|
"mean": 0.040709,
|
|
"median": 0.039307,
|
|
"std": 0.020797,
|
|
"sem": 0.001093,
|
|
"min": 0.003134,
|
|
"max": 0.134375,
|
|
"recall-0.025": 0.231405,
|
|
"recall-0.05": 0.730028,
|
|
"recall-0.1": 0.988981,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"knee_left": {
|
|
"count": 363,
|
|
"mean": 0.031175,
|
|
"median": 0.021674,
|
|
"std": 0.027529,
|
|
"sem": 0.001447,
|
|
"min": 0.002038,
|
|
"max": 0.162017,
|
|
"recall-0.025": 0.553719,
|
|
"recall-0.05": 0.84573,
|
|
"recall-0.1": 0.961433,
|
|
"recall-0.15": 0.99449,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"knee_right": {
|
|
"count": 363,
|
|
"mean": 0.027233,
|
|
"median": 0.022668,
|
|
"std": 0.016811,
|
|
"sem": 0.000884,
|
|
"min": 0.003812,
|
|
"max": 0.086962,
|
|
"recall-0.025": 0.561983,
|
|
"recall-0.05": 0.884298,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"ankle_left": {
|
|
"count": 363,
|
|
"mean": 0.030821,
|
|
"median": 0.024361,
|
|
"std": 0.02239,
|
|
"sem": 0.001177,
|
|
"min": 0.001517,
|
|
"max": 0.16091,
|
|
"recall-0.025": 0.509642,
|
|
"recall-0.05": 0.870523,
|
|
"recall-0.1": 0.977961,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"ankle_right": {
|
|
"count": 363,
|
|
"mean": 0.031271,
|
|
"median": 0.024652,
|
|
"std": 0.024776,
|
|
"sem": 0.001302,
|
|
"min": 0.004853,
|
|
"max": 0.208821,
|
|
"recall-0.025": 0.509642,
|
|
"recall-0.05": 0.867769,
|
|
"recall-0.1": 0.975207,
|
|
"recall-0.15": 0.997245,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 363
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4719,
|
|
"recall-0.025": 0.50773,
|
|
"recall-0.05": 0.87519,
|
|
"recall-0.1": 0.98771,
|
|
"recall-0.15": 0.99661,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5082,
|
|
"correct_parts": 5081,
|
|
"pcp": 0.999803
|
|
}
|
|
```
|
|
|
|
##### fencing
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.04734099981112358,
|
|
"avg_time_3d": 0.0018441172746511607,
|
|
"avg_fps": 20.33135345100599
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 166,
|
|
"total_labels": 332,
|
|
"total_preds": 664,
|
|
"considered_empty": 0,
|
|
"valid_preds": 332,
|
|
"invalid_preds": 332,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.5,
|
|
"precision": 0.5,
|
|
"recall": 1.0,
|
|
"f1": 0.66667,
|
|
"non_empty": 664
|
|
},
|
|
"mpjpe": {
|
|
"count": 332,
|
|
"mean": 0.027351,
|
|
"median": 0.024377,
|
|
"std": 0.007822,
|
|
"sem": 0.00043,
|
|
"min": 0.015457,
|
|
"max": 0.057071,
|
|
"recall-0.025": 0.533133,
|
|
"recall-0.05": 0.987952,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332,
|
|
"ap-0.025": 0.241779,
|
|
"ap-0.05": 0.657382,
|
|
"ap-0.1": 0.678007,
|
|
"ap-0.15": 0.678007,
|
|
"ap-0.25": 0.678007,
|
|
"ap-0.5": 0.678007
|
|
},
|
|
"head": {
|
|
"count": 332,
|
|
"mean": 0.043047,
|
|
"median": 0.043778,
|
|
"std": 0.020861,
|
|
"sem": 0.001147,
|
|
"min": 0.003831,
|
|
"max": 0.108603,
|
|
"recall-0.025": 0.240964,
|
|
"recall-0.05": 0.63253,
|
|
"recall-0.1": 0.993976,
|
|
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"recall-0.25": 1.0,
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"num_labels": 332
|
|
},
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|
"shoulder_left": {
|
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|
|
"mean": 0.031107,
|
|
"median": 0.029309,
|
|
"std": 0.014762,
|
|
"sem": 0.000811,
|
|
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|
|
"max": 0.104891,
|
|
"recall-0.025": 0.319277,
|
|
"recall-0.05": 0.89759,
|
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"recall-0.1": 0.996988,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"shoulder_right": {
|
|
"count": 332,
|
|
"mean": 0.03191,
|
|
"median": 0.025695,
|
|
"std": 0.018223,
|
|
"sem": 0.001002,
|
|
"min": 0.007553,
|
|
"max": 0.119254,
|
|
"recall-0.025": 0.460843,
|
|
"recall-0.05": 0.858434,
|
|
"recall-0.1": 0.990964,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"elbow_left": {
|
|
"count": 332,
|
|
"mean": 0.019747,
|
|
"median": 0.016664,
|
|
"std": 0.010703,
|
|
"sem": 0.000588,
|
|
"min": 0.002375,
|
|
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|
|
"recall-0.025": 0.804217,
|
|
"recall-0.05": 0.96988,
|
|
"recall-0.1": 1.0,
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|
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|
|
"recall-0.25": 1.0,
|
|
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|
|
"num_labels": 332
|
|
},
|
|
"elbow_right": {
|
|
"count": 332,
|
|
"mean": 0.023658,
|
|
"median": 0.019327,
|
|
"std": 0.015562,
|
|
"sem": 0.000855,
|
|
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|
|
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|
|
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|
|
"recall-0.05": 0.918675,
|
|
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|
|
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|
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|
|
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|
|
"num_labels": 332
|
|
},
|
|
"wrist_left": {
|
|
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|
|
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|
|
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|
|
"std": 0.01813,
|
|
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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
|
|
},
|
|
"wrist_right": {
|
|
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|
|
"mean": 0.027637,
|
|
"median": 0.02144,
|
|
"std": 0.021639,
|
|
"sem": 0.001189,
|
|
"min": 0.003104,
|
|
"max": 0.175776,
|
|
"recall-0.025": 0.596386,
|
|
"recall-0.05": 0.888554,
|
|
"recall-0.1": 0.981928,
|
|
"recall-0.15": 0.996988,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"hip_left": {
|
|
"count": 332,
|
|
"mean": 0.036806,
|
|
"median": 0.035179,
|
|
"std": 0.016645,
|
|
"sem": 0.000915,
|
|
"min": 0.001382,
|
|
"max": 0.103918,
|
|
"recall-0.025": 0.225904,
|
|
"recall-0.05": 0.861446,
|
|
"recall-0.1": 0.996988,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"hip_right": {
|
|
"count": 332,
|
|
"mean": 0.032068,
|
|
"median": 0.028959,
|
|
"std": 0.017032,
|
|
"sem": 0.000936,
|
|
"min": 0.003695,
|
|
"max": 0.112886,
|
|
"recall-0.025": 0.373494,
|
|
"recall-0.05": 0.885542,
|
|
"recall-0.1": 0.987952,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"knee_left": {
|
|
"count": 332,
|
|
"mean": 0.021857,
|
|
"median": 0.017494,
|
|
"std": 0.014935,
|
|
"sem": 0.000821,
|
|
"min": 0.002691,
|
|
"max": 0.084745,
|
|
"recall-0.025": 0.728916,
|
|
"recall-0.05": 0.921687,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"knee_right": {
|
|
"count": 332,
|
|
"mean": 0.019981,
|
|
"median": 0.014665,
|
|
"std": 0.01517,
|
|
"sem": 0.000834,
|
|
"min": 0.002188,
|
|
"max": 0.100948,
|
|
"recall-0.025": 0.743976,
|
|
"recall-0.05": 0.951807,
|
|
"recall-0.1": 0.996988,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"ankle_left": {
|
|
"count": 332,
|
|
"mean": 0.018884,
|
|
"median": 0.016614,
|
|
"std": 0.008671,
|
|
"sem": 0.000477,
|
|
"min": 0.002771,
|
|
"max": 0.050803,
|
|
"recall-0.025": 0.774096,
|
|
"recall-0.05": 0.996988,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"ankle_right": {
|
|
"count": 332,
|
|
"mean": 0.029967,
|
|
"median": 0.028117,
|
|
"std": 0.012064,
|
|
"sem": 0.000663,
|
|
"min": 0.003554,
|
|
"max": 0.100546,
|
|
"recall-0.025": 0.298193,
|
|
"recall-0.05": 0.939759,
|
|
"recall-0.1": 0.996988,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 332
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4316,
|
|
"recall-0.025": 0.54101,
|
|
"recall-0.05": 0.89574,
|
|
"recall-0.1": 0.99444,
|
|
"recall-0.15": 0.99977,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4648,
|
|
"correct_parts": 4648,
|
|
"pcp": 1.0
|
|
}
|
|
```
|
|
|
|
##### basketball
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.050000576972961425,
|
|
"avg_time_3d": 0.002305936813354492,
|
|
"avg_fps": 19.118077799740753
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 110,
|
|
"total_labels": 330,
|
|
"total_preds": 482,
|
|
"considered_empty": 0,
|
|
"valid_preds": 330,
|
|
"invalid_preds": 152,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.31535,
|
|
"precision": 0.68465,
|
|
"recall": 1.0,
|
|
"f1": 0.81281,
|
|
"non_empty": 482
|
|
},
|
|
"mpjpe": {
|
|
"count": 330,
|
|
"mean": 0.044547,
|
|
"median": 0.039412,
|
|
"std": 0.027376,
|
|
"sem": 0.001509,
|
|
"min": 0.019643,
|
|
"max": 0.451187,
|
|
"recall-0.025": 0.066667,
|
|
"recall-0.05": 0.706061,
|
|
"recall-0.1": 0.993939,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330,
|
|
"ap-0.025": 0.00428,
|
|
"ap-0.05": 0.408407,
|
|
"ap-0.1": 0.696195,
|
|
"ap-0.15": 0.700603,
|
|
"ap-0.25": 0.700603,
|
|
"ap-0.5": 0.705026
|
|
},
|
|
"head": {
|
|
"count": 330,
|
|
"mean": 0.050407,
|
|
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|
|
"std": 0.029395,
|
|
"sem": 0.001621,
|
|
"min": 0.007161,
|
|
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|
|
"recall-0.025": 0.142424,
|
|
"recall-0.05": 0.587879,
|
|
"recall-0.1": 0.936364,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"shoulder_left": {
|
|
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|
|
"mean": 0.049521,
|
|
"median": 0.045053,
|
|
"std": 0.024858,
|
|
"sem": 0.001373,
|
|
"min": 0.007095,
|
|
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|
|
"recall-0.025": 0.148485,
|
|
"recall-0.05": 0.59697,
|
|
"recall-0.1": 0.957576,
|
|
"recall-0.15": 0.993939,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"shoulder_right": {
|
|
"count": 330,
|
|
"mean": 0.044319,
|
|
"median": 0.037218,
|
|
"std": 0.034218,
|
|
"sem": 0.001887,
|
|
"min": 0.004313,
|
|
"max": 0.480158,
|
|
"recall-0.025": 0.233333,
|
|
"recall-0.05": 0.687879,
|
|
"recall-0.1": 0.954545,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"elbow_left": {
|
|
"count": 329,
|
|
"mean": 0.048481,
|
|
"median": 0.038712,
|
|
"std": 0.033097,
|
|
"sem": 0.001827,
|
|
"min": 0.003004,
|
|
"max": 0.297929,
|
|
"recall-0.025": 0.218182,
|
|
"recall-0.05": 0.642424,
|
|
"recall-0.1": 0.927273,
|
|
"recall-0.15": 0.987879,
|
|
"recall-0.25": 0.993939,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"elbow_right": {
|
|
"count": 330,
|
|
"mean": 0.047223,
|
|
"median": 0.039596,
|
|
"std": 0.037877,
|
|
"sem": 0.002088,
|
|
"min": 0.004914,
|
|
"max": 0.492122,
|
|
"recall-0.025": 0.221212,
|
|
"recall-0.05": 0.660606,
|
|
"recall-0.1": 0.942424,
|
|
"recall-0.15": 0.984848,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"wrist_left": {
|
|
"count": 329,
|
|
"mean": 0.051291,
|
|
"median": 0.041442,
|
|
"std": 0.042288,
|
|
"sem": 0.002335,
|
|
"min": 0.004449,
|
|
"max": 0.424882,
|
|
"recall-0.025": 0.230303,
|
|
"recall-0.05": 0.6,
|
|
"recall-0.1": 0.909091,
|
|
"recall-0.15": 0.975758,
|
|
"recall-0.25": 0.987879,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"wrist_right": {
|
|
"count": 330,
|
|
"mean": 0.053604,
|
|
"median": 0.046393,
|
|
"std": 0.037546,
|
|
"sem": 0.00207,
|
|
"min": 0.004392,
|
|
"max": 0.348793,
|
|
"recall-0.025": 0.139394,
|
|
"recall-0.05": 0.563636,
|
|
"recall-0.1": 0.909091,
|
|
"recall-0.15": 0.966667,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"hip_left": {
|
|
"count": 330,
|
|
"mean": 0.044183,
|
|
"median": 0.038068,
|
|
"std": 0.03422,
|
|
"sem": 0.001887,
|
|
"min": 0.005511,
|
|
"max": 0.481605,
|
|
"recall-0.025": 0.239394,
|
|
"recall-0.05": 0.678788,
|
|
"recall-0.1": 0.972727,
|
|
"recall-0.15": 0.993939,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"hip_right": {
|
|
"count": 330,
|
|
"mean": 0.042642,
|
|
"median": 0.040013,
|
|
"std": 0.024685,
|
|
"sem": 0.001361,
|
|
"min": 0.004172,
|
|
"max": 0.272625,
|
|
"recall-0.025": 0.239394,
|
|
"recall-0.05": 0.681818,
|
|
"recall-0.1": 0.984848,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"knee_left": {
|
|
"count": 330,
|
|
"mean": 0.034138,
|
|
"median": 0.030334,
|
|
"std": 0.021238,
|
|
"sem": 0.001171,
|
|
"min": 0.002605,
|
|
"max": 0.128253,
|
|
"recall-0.025": 0.418182,
|
|
"recall-0.05": 0.821212,
|
|
"recall-0.1": 0.987879,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"knee_right": {
|
|
"count": 329,
|
|
"mean": 0.035864,
|
|
"median": 0.030501,
|
|
"std": 0.021677,
|
|
"sem": 0.001197,
|
|
"min": 0.004259,
|
|
"max": 0.12896,
|
|
"recall-0.025": 0.381818,
|
|
"recall-0.05": 0.784848,
|
|
"recall-0.1": 0.981818,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"ankle_left": {
|
|
"count": 330,
|
|
"mean": 0.034536,
|
|
"median": 0.027684,
|
|
"std": 0.024799,
|
|
"sem": 0.001367,
|
|
"min": 0.003123,
|
|
"max": 0.171156,
|
|
"recall-0.025": 0.442424,
|
|
"recall-0.05": 0.80303,
|
|
"recall-0.1": 0.975758,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 330
|
|
},
|
|
"ankle_right": {
|
|
"count": 329,
|
|
"mean": 0.033706,
|
|
"median": 0.029006,
|
|
"std": 0.020755,
|
|
"sem": 0.001146,
|
|
"min": 0.00172,
|
|
"max": 0.128362,
|
|
"recall-0.025": 0.381818,
|
|
"recall-0.05": 0.842424,
|
|
"recall-0.1": 0.978788,
|
|
"recall-0.15": 0.99697,
|
|
"recall-0.25": 0.99697,
|
|
"recall-0.5": 0.99697,
|
|
"num_labels": 330
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4290,
|
|
"recall-0.025": 0.2627,
|
|
"recall-0.05": 0.68671,
|
|
"recall-0.1": 0.95408,
|
|
"recall-0.15": 0.99044,
|
|
"recall-0.25": 0.99627,
|
|
"recall-0.5": 0.99883
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 4620,
|
|
"correct_parts": 4587,
|
|
"pcp": 0.992857
|
|
}
|
|
```
|
|
|
|
##### volleyball
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.09007903262301609,
|
|
"avg_time_3d": 0.005098295641375017,
|
|
"avg_fps": 10.506703836255216
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 121,
|
|
"total_labels": 484,
|
|
"total_preds": 523,
|
|
"considered_empty": 0,
|
|
"valid_preds": 482,
|
|
"invalid_preds": 41,
|
|
"missing": 2,
|
|
"invalid_fraction": 0.07839,
|
|
"precision": 0.92161,
|
|
"recall": 0.99587,
|
|
"f1": 0.9573,
|
|
"non_empty": 523
|
|
},
|
|
"mpjpe": {
|
|
"count": 482,
|
|
"mean": 0.03475,
|
|
"median": 0.030963,
|
|
"std": 0.020545,
|
|
"sem": 0.000937,
|
|
"min": 0.01466,
|
|
"max": 0.368354,
|
|
"recall-0.025": 0.241736,
|
|
"recall-0.05": 0.902893,
|
|
"recall-0.1": 0.989669,
|
|
"recall-0.15": 0.993802,
|
|
"recall-0.25": 0.993802,
|
|
"recall-0.5": 0.995868,
|
|
"num_labels": 484,
|
|
"ap-0.025": 0.062343,
|
|
"ap-0.05": 0.812653,
|
|
"ap-0.1": 0.966396,
|
|
"ap-0.15": 0.971074,
|
|
"ap-0.25": 0.971074,
|
|
"ap-0.5": 0.977994
|
|
},
|
|
"head": {
|
|
"count": 482,
|
|
"mean": 0.033664,
|
|
"median": 0.028392,
|
|
"std": 0.020491,
|
|
"sem": 0.000934,
|
|
"min": 0.002498,
|
|
"max": 0.107228,
|
|
"recall-0.025": 0.433884,
|
|
"recall-0.05": 0.78719,
|
|
"recall-0.1": 0.987603,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 0.995868,
|
|
"recall-0.5": 0.995868,
|
|
"num_labels": 484
|
|
},
|
|
"shoulder_left": {
|
|
"count": 482,
|
|
"mean": 0.034837,
|
|
"median": 0.030613,
|
|
"std": 0.018747,
|
|
"sem": 0.000855,
|
|
"min": 0.005812,
|
|
"max": 0.109419,
|
|
"recall-0.025": 0.357438,
|
|
"recall-0.05": 0.791322,
|
|
"recall-0.1": 0.985537,
|
|
"recall-0.15": 0.995868,
|
|
"recall-0.25": 0.995868,
|
|
"recall-0.5": 0.995868,
|
|
"num_labels": 484
|
|
},
|
|
"shoulder_right": {
|
|
"count": 482,
|
|
"mean": 0.034559,
|
|
"median": 0.030309,
|
|
"std": 0.021956,
|
|
"sem": 0.001001,
|
|
"min": 0.002815,
|
|
"max": 0.17224,
|
|
"recall-0.025": 0.386364,
|
|
"recall-0.05": 0.793388,
|
|
"recall-0.1": 0.979339,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.995868,
|
|
"recall-0.5": 0.995868,
|
|
"num_labels": 484
|
|
},
|
|
"elbow_left": {
|
|
"count": 482,
|
|
"mean": 0.035854,
|
|
"median": 0.031422,
|
|
"std": 0.02381,
|
|
"sem": 0.001086,
|
|
"min": 0.002872,
|
|
"max": 0.272109,
|
|
"recall-0.025": 0.353306,
|
|
"recall-0.05": 0.834711,
|
|
"recall-0.1": 0.977273,
|
|
"recall-0.15": 0.993802,
|
|
"recall-0.25": 0.993802,
|
|
"recall-0.5": 0.995868,
|
|
"num_labels": 484
|
|
},
|
|
"elbow_right": {
|
|
"count": 481,
|
|
"mean": 0.038432,
|
|
"median": 0.032114,
|
|
"std": 0.032718,
|
|
"sem": 0.001493,
|
|
"min": 0.003564,
|
|
"max": 0.364307,
|
|
"recall-0.025": 0.378099,
|
|
"recall-0.05": 0.780992,
|
|
"recall-0.1": 0.964876,
|
|
"recall-0.15": 0.981405,
|
|
"recall-0.25": 0.987603,
|
|
"recall-0.5": 0.993802,
|
|
"num_labels": 484
|
|
},
|
|
"wrist_left": {
|
|
"count": 481,
|
|
"mean": 0.042373,
|
|
"median": 0.035384,
|
|
"std": 0.029776,
|
|
"sem": 0.001359,
|
|
"min": 0.003307,
|
|
"max": 0.226649,
|
|
"recall-0.025": 0.283058,
|
|
"recall-0.05": 0.719008,
|
|
"recall-0.1": 0.946281,
|
|
"recall-0.15": 0.983471,
|
|
"recall-0.25": 0.993802,
|
|
"recall-0.5": 0.993802,
|
|
"num_labels": 484
|
|
},
|
|
"wrist_right": {
|
|
"count": 480,
|
|
"mean": 0.042498,
|
|
"median": 0.032931,
|
|
"std": 0.035624,
|
|
"sem": 0.001628,
|
|
"min": 0.004798,
|
|
"max": 0.404334,
|
|
"recall-0.025": 0.293388,
|
|
"recall-0.05": 0.729339,
|
|
"recall-0.1": 0.948347,
|
|
"recall-0.15": 0.977273,
|
|
"recall-0.25": 0.987603,
|
|
"recall-0.5": 0.991736,
|
|
"num_labels": 484
|
|
},
|
|
"hip_left": {
|
|
"count": 482,
|
|
"mean": 0.037141,
|
|
"median": 0.033639,
|
|
"std": 0.019958,
|
|
"sem": 0.00091,
|
|
"min": 0.003362,
|
|
"max": 0.168991,
|
|
"recall-0.025": 0.28719,
|
|
"recall-0.05": 0.780992,
|
|
"recall-0.1": 0.989669,
|
|
"recall-0.15": 0.993802,
|
|
"recall-0.25": 0.995868,
|
|
"recall-0.5": 0.995868,
|
|
"num_labels": 484
|
|
},
|
|
"hip_right": {
|
|
"count": 482,
|
|
"mean": 0.042536,
|
|
"median": 0.03524,
|
|
"std": 0.027635,
|
|
"sem": 0.00126,
|
|
"min": 0.005179,
|
|
"max": 0.224822,
|
|
"recall-0.025": 0.274793,
|
|
"recall-0.05": 0.72314,
|
|
"recall-0.1": 0.942149,
|
|
"recall-0.15": 0.993802,
|
|
"recall-0.25": 0.995868,
|
|
"recall-0.5": 0.995868,
|
|
"num_labels": 484
|
|
},
|
|
"knee_left": {
|
|
"count": 481,
|
|
"mean": 0.023509,
|
|
"median": 0.020528,
|
|
"std": 0.014407,
|
|
"sem": 0.000658,
|
|
"min": 0.001284,
|
|
"max": 0.125526,
|
|
"recall-0.025": 0.628099,
|
|
"recall-0.05": 0.93595,
|
|
"recall-0.1": 0.991736,
|
|
"recall-0.15": 0.993802,
|
|
"recall-0.25": 0.993802,
|
|
"recall-0.5": 0.993802,
|
|
"num_labels": 484
|
|
},
|
|
"knee_right": {
|
|
"count": 481,
|
|
"mean": 0.026612,
|
|
"median": 0.021565,
|
|
"std": 0.017766,
|
|
"sem": 0.000811,
|
|
"min": 0.001499,
|
|
"max": 0.138939,
|
|
"recall-0.025": 0.572314,
|
|
"recall-0.05": 0.89876,
|
|
"recall-0.1": 0.983471,
|
|
"recall-0.15": 0.993802,
|
|
"recall-0.25": 0.993802,
|
|
"recall-0.5": 0.993802,
|
|
"num_labels": 484
|
|
},
|
|
"ankle_left": {
|
|
"count": 482,
|
|
"mean": 0.023658,
|
|
"median": 0.019326,
|
|
"std": 0.018667,
|
|
"sem": 0.000851,
|
|
"min": 0.001836,
|
|
"max": 0.211379,
|
|
"recall-0.025": 0.663223,
|
|
"recall-0.05": 0.956612,
|
|
"recall-0.1": 0.987603,
|
|
"recall-0.15": 0.989669,
|
|
"recall-0.25": 0.995868,
|
|
"recall-0.5": 0.995868,
|
|
"num_labels": 484
|
|
},
|
|
"ankle_right": {
|
|
"count": 481,
|
|
"mean": 0.025205,
|
|
"median": 0.020694,
|
|
"std": 0.020556,
|
|
"sem": 0.000938,
|
|
"min": 0.002377,
|
|
"max": 0.314326,
|
|
"recall-0.025": 0.63843,
|
|
"recall-0.05": 0.911157,
|
|
"recall-0.1": 0.991736,
|
|
"recall-0.15": 0.991736,
|
|
"recall-0.25": 0.991736,
|
|
"recall-0.5": 0.993802,
|
|
"num_labels": 484
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 6292,
|
|
"recall-0.025": 0.42546,
|
|
"recall-0.05": 0.81739,
|
|
"recall-0.1": 0.97394,
|
|
"recall-0.15": 0.99015,
|
|
"recall-0.25": 0.99332,
|
|
"recall-0.5": 0.99476
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 6776,
|
|
"correct_parts": 6722,
|
|
"pcp": 0.992031
|
|
}
|
|
```
|
|
|
|
##### badminton
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.06544327046829841,
|
|
"avg_time_3d": 0.0028696142869188606,
|
|
"avg_fps": 14.638526883812016
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 183,
|
|
"total_labels": 732,
|
|
"total_preds": 742,
|
|
"considered_empty": 0,
|
|
"valid_preds": 729,
|
|
"invalid_preds": 13,
|
|
"missing": 3,
|
|
"invalid_fraction": 0.01752,
|
|
"precision": 0.98248,
|
|
"recall": 0.9959,
|
|
"f1": 0.98915,
|
|
"non_empty": 742
|
|
},
|
|
"mpjpe": {
|
|
"count": 729,
|
|
"mean": 0.02743,
|
|
"median": 0.026034,
|
|
"std": 0.00798,
|
|
"sem": 0.000296,
|
|
"min": 0.012097,
|
|
"max": 0.078647,
|
|
"recall-0.025": 0.43306,
|
|
"recall-0.05": 0.976776,
|
|
"recall-0.1": 0.995902,
|
|
"recall-0.15": 0.995902,
|
|
"recall-0.25": 0.995902,
|
|
"recall-0.5": 0.995902,
|
|
"num_labels": 732,
|
|
"ap-0.025": 0.210169,
|
|
"ap-0.05": 0.960342,
|
|
"ap-0.1": 0.995902,
|
|
"ap-0.15": 0.995902,
|
|
"ap-0.25": 0.995902,
|
|
"ap-0.5": 0.995902
|
|
},
|
|
"head": {
|
|
"count": 729,
|
|
"mean": 0.031712,
|
|
"median": 0.025951,
|
|
"std": 0.023084,
|
|
"sem": 0.000856,
|
|
"min": 0.000911,
|
|
"max": 0.213568,
|
|
"recall-0.025": 0.467213,
|
|
"recall-0.05": 0.840164,
|
|
"recall-0.1": 0.979508,
|
|
"recall-0.15": 0.991803,
|
|
"recall-0.25": 0.995902,
|
|
"recall-0.5": 0.995902,
|
|
"num_labels": 732
|
|
},
|
|
"shoulder_left": {
|
|
"count": 729,
|
|
"mean": 0.035599,
|
|
"median": 0.03057,
|
|
"std": 0.021125,
|
|
"sem": 0.000783,
|
|
"min": 0.003008,
|
|
"max": 0.156968,
|
|
"recall-0.025": 0.329235,
|
|
"recall-0.05": 0.830601,
|
|
"recall-0.1": 0.969945,
|
|
"recall-0.15": 0.994536,
|
|
"recall-0.25": 0.995902,
|
|
"recall-0.5": 0.995902,
|
|
"num_labels": 732
|
|
},
|
|
"shoulder_right": {
|
|
"count": 729,
|
|
"mean": 0.028876,
|
|
"median": 0.02443,
|
|
"std": 0.018415,
|
|
"sem": 0.000682,
|
|
"min": 0.002113,
|
|
"max": 0.174751,
|
|
"recall-0.025": 0.51776,
|
|
"recall-0.05": 0.896175,
|
|
"recall-0.1": 0.989071,
|
|
"recall-0.15": 0.994536,
|
|
"recall-0.25": 0.995902,
|
|
"recall-0.5": 0.995902,
|
|
"num_labels": 732
|
|
},
|
|
"elbow_left": {
|
|
"count": 729,
|
|
"mean": 0.026572,
|
|
"median": 0.022611,
|
|
"std": 0.017068,
|
|
"sem": 0.000633,
|
|
"min": 0.001694,
|
|
"max": 0.157654,
|
|
"recall-0.025": 0.577869,
|
|
"recall-0.05": 0.909836,
|
|
"recall-0.1": 0.991803,
|
|
"recall-0.15": 0.994536,
|
|
"recall-0.25": 0.995902,
|
|
"recall-0.5": 0.995902,
|
|
"num_labels": 732
|
|
},
|
|
"elbow_right": {
|
|
"count": 729,
|
|
"mean": 0.025012,
|
|
"median": 0.02006,
|
|
"std": 0.017218,
|
|
"sem": 0.000638,
|
|
"min": 0.002363,
|
|
"max": 0.131751,
|
|
"recall-0.025": 0.644809,
|
|
"recall-0.05": 0.904372,
|
|
"recall-0.1": 0.990437,
|
|
"recall-0.15": 0.995902,
|
|
"recall-0.25": 0.995902,
|
|
"recall-0.5": 0.995902,
|
|
"num_labels": 732
|
|
},
|
|
"wrist_left": {
|
|
"count": 729,
|
|
"mean": 0.03047,
|
|
"median": 0.024918,
|
|
"std": 0.022484,
|
|
"sem": 0.000833,
|
|
"min": 0.001889,
|
|
"max": 0.234259,
|
|
"recall-0.025": 0.504098,
|
|
"recall-0.05": 0.868852,
|
|
"recall-0.1": 0.979508,
|
|
"recall-0.15": 0.993169,
|
|
"recall-0.25": 0.995902,
|
|
"recall-0.5": 0.995902,
|
|
"num_labels": 732
|
|
},
|
|
"wrist_right": {
|
|
"count": 729,
|
|
"mean": 0.030171,
|
|
"median": 0.024392,
|
|
"std": 0.023154,
|
|
"sem": 0.000858,
|
|
"min": 0.001391,
|
|
"max": 0.24946,
|
|
"recall-0.025": 0.512295,
|
|
"recall-0.05": 0.894809,
|
|
"recall-0.1": 0.978142,
|
|
"recall-0.15": 0.990437,
|
|
"recall-0.25": 0.995902,
|
|
"recall-0.5": 0.995902,
|
|
"num_labels": 732
|
|
},
|
|
"hip_left": {
|
|
"count": 729,
|
|
"mean": 0.029121,
|
|
"median": 0.026385,
|
|
"std": 0.015204,
|
|
"sem": 0.000563,
|
|
"min": 0.00251,
|
|
"max": 0.09251,
|
|
"recall-0.025": 0.460383,
|
|
"recall-0.05": 0.901639,
|
|
"recall-0.1": 0.995902,
|
|
"recall-0.15": 0.995902,
|
|
"recall-0.25": 0.995902,
|
|
"recall-0.5": 0.995902,
|
|
"num_labels": 732
|
|
},
|
|
"hip_right": {
|
|
"count": 729,
|
|
"mean": 0.028751,
|
|
"median": 0.026506,
|
|
"std": 0.015338,
|
|
"sem": 0.000568,
|
|
"min": 0.001462,
|
|
"max": 0.133708,
|
|
"recall-0.025": 0.442623,
|
|
"recall-0.05": 0.911202,
|
|
"recall-0.1": 0.991803,
|
|
"recall-0.15": 0.995902,
|
|
"recall-0.25": 0.995902,
|
|
"recall-0.5": 0.995902,
|
|
"num_labels": 732
|
|
},
|
|
"knee_left": {
|
|
"count": 729,
|
|
"mean": 0.019508,
|
|
"median": 0.018288,
|
|
"std": 0.00943,
|
|
"sem": 0.00035,
|
|
"min": 0.000645,
|
|
"max": 0.068412,
|
|
"recall-0.025": 0.765027,
|
|
"recall-0.05": 0.983607,
|
|
"recall-0.1": 0.995902,
|
|
"recall-0.15": 0.995902,
|
|
"recall-0.25": 0.995902,
|
|
"recall-0.5": 0.995902,
|
|
"num_labels": 732
|
|
},
|
|
"knee_right": {
|
|
"count": 729,
|
|
"mean": 0.022728,
|
|
"median": 0.020933,
|
|
"std": 0.011838,
|
|
"sem": 0.000439,
|
|
"min": 0.00155,
|
|
"max": 0.090798,
|
|
"recall-0.025": 0.657104,
|
|
"recall-0.05": 0.967213,
|
|
"recall-0.1": 0.995902,
|
|
"recall-0.15": 0.995902,
|
|
"recall-0.25": 0.995902,
|
|
"recall-0.5": 0.995902,
|
|
"num_labels": 732
|
|
},
|
|
"ankle_left": {
|
|
"count": 729,
|
|
"mean": 0.022895,
|
|
"median": 0.021701,
|
|
"std": 0.010938,
|
|
"sem": 0.000405,
|
|
"min": 0.00099,
|
|
"max": 0.093058,
|
|
"recall-0.025": 0.631148,
|
|
"recall-0.05": 0.971311,
|
|
"recall-0.1": 0.995902,
|
|
"recall-0.15": 0.995902,
|
|
"recall-0.25": 0.995902,
|
|
"recall-0.5": 0.995902,
|
|
"num_labels": 732
|
|
},
|
|
"ankle_right": {
|
|
"count": 729,
|
|
"mean": 0.02517,
|
|
"median": 0.023714,
|
|
"std": 0.011932,
|
|
"sem": 0.000442,
|
|
"min": 0.002256,
|
|
"max": 0.108244,
|
|
"recall-0.025": 0.543716,
|
|
"recall-0.05": 0.961749,
|
|
"recall-0.1": 0.994536,
|
|
"recall-0.15": 0.995902,
|
|
"recall-0.25": 0.995902,
|
|
"recall-0.5": 0.995902,
|
|
"num_labels": 732
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 9516,
|
|
"recall-0.025": 0.54214,
|
|
"recall-0.05": 0.91015,
|
|
"recall-0.1": 0.98749,
|
|
"recall-0.15": 0.99433,
|
|
"recall-0.25": 0.9959,
|
|
"recall-0.5": 0.9959
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 10248,
|
|
"correct_parts": 10194,
|
|
"pcp": 0.994731
|
|
}
|
|
```
|
|
|
|
##### tennis
|
|
|
|
```json
|
|
{
|
|
"avg_time_2d": 0.06536485716613413,
|
|
"avg_time_3d": 0.0028059914795278804,
|
|
"avg_fps": 14.669026715477658
|
|
}
|
|
{
|
|
"person_nums": {
|
|
"total_frames": 181,
|
|
"total_labels": 362,
|
|
"total_preds": 363,
|
|
"considered_empty": 0,
|
|
"valid_preds": 362,
|
|
"invalid_preds": 1,
|
|
"missing": 0,
|
|
"invalid_fraction": 0.00275,
|
|
"precision": 0.99725,
|
|
"recall": 1.0,
|
|
"f1": 0.99862,
|
|
"non_empty": 363
|
|
},
|
|
"mpjpe": {
|
|
"count": 362,
|
|
"mean": 0.02557,
|
|
"median": 0.023909,
|
|
"std": 0.009532,
|
|
"sem": 0.000502,
|
|
"min": 0.014679,
|
|
"max": 0.132619,
|
|
"recall-0.025": 0.616022,
|
|
"recall-0.05": 0.977901,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362,
|
|
"ap-0.025": 0.455631,
|
|
"ap-0.05": 0.975503,
|
|
"ap-0.1": 0.997184,
|
|
"ap-0.15": 1.0,
|
|
"ap-0.25": 1.0,
|
|
"ap-0.5": 1.0
|
|
},
|
|
"head": {
|
|
"count": 362,
|
|
"mean": 0.038431,
|
|
"median": 0.038664,
|
|
"std": 0.014854,
|
|
"sem": 0.000782,
|
|
"min": 0.005309,
|
|
"max": 0.137357,
|
|
"recall-0.025": 0.168508,
|
|
"recall-0.05": 0.831492,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"shoulder_left": {
|
|
"count": 362,
|
|
"mean": 0.026983,
|
|
"median": 0.02263,
|
|
"std": 0.015206,
|
|
"sem": 0.0008,
|
|
"min": 0.00387,
|
|
"max": 0.126938,
|
|
"recall-0.025": 0.58011,
|
|
"recall-0.05": 0.917127,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"shoulder_right": {
|
|
"count": 362,
|
|
"mean": 0.034054,
|
|
"median": 0.031876,
|
|
"std": 0.015398,
|
|
"sem": 0.00081,
|
|
"min": 0.004182,
|
|
"max": 0.141592,
|
|
"recall-0.025": 0.273481,
|
|
"recall-0.05": 0.881215,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"elbow_left": {
|
|
"count": 362,
|
|
"mean": 0.020792,
|
|
"median": 0.016891,
|
|
"std": 0.015473,
|
|
"sem": 0.000814,
|
|
"min": 0.002343,
|
|
"max": 0.158617,
|
|
"recall-0.025": 0.751381,
|
|
"recall-0.05": 0.953039,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"elbow_right": {
|
|
"count": 362,
|
|
"mean": 0.024753,
|
|
"median": 0.020827,
|
|
"std": 0.020256,
|
|
"sem": 0.001066,
|
|
"min": 0.002198,
|
|
"max": 0.20548,
|
|
"recall-0.025": 0.643646,
|
|
"recall-0.05": 0.950276,
|
|
"recall-0.1": 0.986188,
|
|
"recall-0.15": 0.994475,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"wrist_left": {
|
|
"count": 362,
|
|
"mean": 0.024482,
|
|
"median": 0.021036,
|
|
"std": 0.015509,
|
|
"sem": 0.000816,
|
|
"min": 0.002882,
|
|
"max": 0.120801,
|
|
"recall-0.025": 0.60221,
|
|
"recall-0.05": 0.941989,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"wrist_right": {
|
|
"count": 362,
|
|
"mean": 0.030548,
|
|
"median": 0.023797,
|
|
"std": 0.027228,
|
|
"sem": 0.001433,
|
|
"min": 0.003852,
|
|
"max": 0.29761,
|
|
"recall-0.025": 0.530387,
|
|
"recall-0.05": 0.867403,
|
|
"recall-0.1": 0.986188,
|
|
"recall-0.15": 0.994475,
|
|
"recall-0.25": 0.994475,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"hip_left": {
|
|
"count": 362,
|
|
"mean": 0.026399,
|
|
"median": 0.023668,
|
|
"std": 0.015079,
|
|
"sem": 0.000794,
|
|
"min": 0.002841,
|
|
"max": 0.157722,
|
|
"recall-0.025": 0.524862,
|
|
"recall-0.05": 0.955801,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"hip_right": {
|
|
"count": 362,
|
|
"mean": 0.028132,
|
|
"median": 0.026271,
|
|
"std": 0.0167,
|
|
"sem": 0.000879,
|
|
"min": 0.00458,
|
|
"max": 0.218165,
|
|
"recall-0.025": 0.453039,
|
|
"recall-0.05": 0.925414,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"knee_left": {
|
|
"count": 362,
|
|
"mean": 0.014559,
|
|
"median": 0.012687,
|
|
"std": 0.007514,
|
|
"sem": 0.000395,
|
|
"min": 0.000961,
|
|
"max": 0.053512,
|
|
"recall-0.025": 0.89779,
|
|
"recall-0.05": 0.997238,
|
|
"recall-0.1": 1.0,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"knee_right": {
|
|
"count": 362,
|
|
"mean": 0.016592,
|
|
"median": 0.014442,
|
|
"std": 0.01703,
|
|
"sem": 0.000896,
|
|
"min": 0.001216,
|
|
"max": 0.268298,
|
|
"recall-0.025": 0.892265,
|
|
"recall-0.05": 0.991713,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 0.997238,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"ankle_left": {
|
|
"count": 362,
|
|
"mean": 0.0244,
|
|
"median": 0.022601,
|
|
"std": 0.011282,
|
|
"sem": 0.000594,
|
|
"min": 0.004563,
|
|
"max": 0.104821,
|
|
"recall-0.025": 0.604972,
|
|
"recall-0.05": 0.969613,
|
|
"recall-0.1": 0.997238,
|
|
"recall-0.15": 1.0,
|
|
"recall-0.25": 1.0,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"ankle_right": {
|
|
"count": 362,
|
|
"mean": 0.022289,
|
|
"median": 0.018322,
|
|
"std": 0.027775,
|
|
"sem": 0.001462,
|
|
"min": 0.000525,
|
|
"max": 0.481108,
|
|
"recall-0.025": 0.726519,
|
|
"recall-0.05": 0.961326,
|
|
"recall-0.1": 0.994475,
|
|
"recall-0.15": 0.997238,
|
|
"recall-0.25": 0.997238,
|
|
"recall-0.5": 1.0,
|
|
"num_labels": 362
|
|
},
|
|
"joint_recalls": {
|
|
"num_labels": 4706,
|
|
"recall-0.025": 0.5867,
|
|
"recall-0.05": 0.93264,
|
|
"recall-0.1": 0.99448,
|
|
"recall-0.15": 0.99766,
|
|
"recall-0.25": 0.99894,
|
|
"recall-0.5": 1.0
|
|
}
|
|
}
|
|
{
|
|
"total_parts": 5068,
|
|
"correct_parts": 5059,
|
|
"pcp": 0.998224
|
|
}
|
|
```
|