158 KiB
158 KiB
Evaluation Results
Results of the model in various experiments on different datasets.
(Note that building the trt-engines is not deterministic, which can lead to slightly varying results)
Human36m
{
"img_loading": 0.0210271,
"demosaicing": 0.000617291,
"avg_time_2d": 0.00824192,
"avg_time_3d": 0.000179146,
"fps": 110.64
}
{
"triangulator_calls": 600,
"init_time": 5.75282e-06,
"undistort_time": 1.98078e-05,
"project_time": 2.41675e-05,
"match_time": 1.11919e-05,
"pairs_time": 1.3669e-05,
"pair_scoring_time": 3.58862e-05,
"grouping_time": 1.91304e-06,
"full_time": 3.77594e-05,
"merge_time": 6.98398e-06,
"post_time": 6.09492e-06,
"convert_time": 2.50702e-07,
"total_time": 0.000163749
}
{
"person_nums": {
"total_frames": 600,
"total_labels": 600,
"total_preds": 600,
"considered_empty": 0,
"valid_preds": 600,
"invalid_preds": 0,
"missing": 0,
"invalid_fraction": 0.0,
"precision": 1.0,
"recall": 1.0,
"f1": 1.0,
"non_empty": 600
},
"mpjpe": {
"count": 600,
"mean": 0.06131,
"median": 0.052656,
"std": 0.028809,
"sem": 0.001177,
"min": 0.036405,
"max": 0.186897,
"recall-0.025": 0.0,
"recall-0.05": 0.36,
"recall-0.1": 0.935,
"recall-0.15": 0.95,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 600,
"ap-0.025": 0.0,
"ap-0.05": 0.21895,
"ap-0.1": 0.889296,
"ap-0.15": 0.912226,
"ap-0.25": 1.0,
"ap-0.5": 1.0
},
"nose": {
"count": 600,
"mean": 0.106497,
"median": 0.09409,
"std": 0.036405,
"sem": 0.001487,
"min": 0.026211,
"max": 0.26726,
"recall-0.025": 0.0,
"recall-0.05": 0.021667,
"recall-0.1": 0.568333,
"recall-0.15": 0.886667,
"recall-0.25": 0.998333,
"recall-0.5": 1.0,
"num_labels": 600
},
"shoulder_left": {
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"mean": 0.035737,
"median": 0.026405,
"std": 0.033683,
"sem": 0.001376,
"min": 0.002486,
"max": 0.171222,
"recall-0.025": 0.46,
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"recall-0.1": 0.941667,
"recall-0.15": 0.963333,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 600
},
"shoulder_right": {
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"mean": 0.044769,
"median": 0.033056,
"std": 0.040535,
"sem": 0.001656,
"min": 0.005476,
"max": 0.22345,
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"recall-0.1": 0.913333,
"recall-0.15": 0.943333,
"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 600
},
"elbow_left": {
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"mean": 0.044796,
"median": 0.035601,
"std": 0.036037,
"sem": 0.001472,
"min": 0.002861,
"max": 0.192732,
"recall-0.025": 0.26,
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"recall-0.25": 1.0,
"recall-0.5": 1.0,
"num_labels": 600
},
"elbow_right": {
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"mean": 0.042848,
"median": 0.031311,
"std": 0.03744,
"sem": 0.00153,
"min": 0.003977,
"max": 0.306607,
"recall-0.025": 0.27,
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"recall-0.1": 0.93,
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"recall-0.25": 0.996667,
"recall-0.5": 1.0,
"num_labels": 600
},
"wrist_left": {
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"mean": 0.041253,
"median": 0.024356,
"std": 0.045205,
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"min": 0.000703,
"max": 0.316533,
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"recall-0.25": 0.996667,
"recall-0.5": 1.0,
"num_labels": 600
},
"wrist_right": {
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"std": 0.052099,
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"max": 0.459983,
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"num_labels": 600
},
"hip_left": {
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"ankle_left": {
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"num_labels": 600
},
"ankle_right": {
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"num_labels": 600
},
"joint_recalls": {
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"recall-0.025": 0.19013,
"recall-0.05": 0.50808,
"recall-0.1": 0.87923,
"recall-0.15": 0.93487,
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}
}
{
"total_parts": 8400,
"correct_parts": 8120,
"pcp": 0.966667
}
Shelf
{
"img_loading": 0.0412112,
"demosaicing": 0.000728058,
"avg_time_2d": 0.0147882,
"avg_time_3d": 0.0003666,
"fps": 62.9611
}
{
"triangulator_calls": 301,
"init_time": 8.32295e-06,
"undistort_time": 2.64221e-05,
"project_time": 4.44325e-05,
"match_time": 2.03767e-05,
"pairs_time": 3.51276e-05,
"pair_scoring_time": 8.98095e-05,
"grouping_time": 1.06207e-05,
"full_time": 7.25231e-05,
"merge_time": 9.30656e-06,
"post_time": 1.13387e-05,
"convert_time": 5.78874e-07,
"total_time": 0.000329225
}
{
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"total_labels": 477,
"total_preds": 837,
"considered_empty": 0,
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"invalid_preds": 360,
"missing": 0,
"invalid_fraction": 0.43011,
"precision": 0.56989,
"recall": 1.0,
"f1": 0.72603,
"non_empty": 837
},
"mpjpe": {
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"ap-0.1": 0.726317,
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}
{
"total_parts": 6678,
"correct_parts": 6618,
"pcp": 0.991015
}
Campus
{
"img_loading": 0.004851,
"demosaicing": 0.000181436,
"avg_time_2d": 0.00698705,
"avg_time_3d": 0.000230551,
"fps": 135.153
}
{
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"init_time": 5.61706e-06,
"undistort_time": 2.71222e-05,
"project_time": 3.26298e-05,
"match_time": 1.41397e-05,
"pairs_time": 1.65148e-05,
"pair_scoring_time": 3.44675e-05,
"grouping_time": 2.33423e-06,
"full_time": 4.11038e-05,
"merge_time": 3.78528e-05,
"post_time": 8.67414e-06,
"convert_time": 4.53315e-07,
"total_time": 0.000221314
}
{
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IkeaAsm
(duration 00:01:45)
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Tsinghua
(duration 00:01:51)
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H3WB
default joints
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