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": 0.0208471,
"demosaicing": 0.000611781,
"avg_time_2d": 0.00825146,
"avg_time_3d": 0.000168117,
"fps": 110.725
}
{
"triangulator_calls": 600,
"init_time": 5.69171e-06,
"undistort_time": 1.80687e-05,
"project_time": 1.57143e-05,
"match_time": 9.70115e-06,
"pairs_time": 1.33375e-05,
"pair_scoring_time": 3.57532e-05,
"grouping_time": 1.79129e-06,
"full_time": 3.60629e-05,
"merge_time": 1.07074e-05,
"post_time": 5.93624e-06,
"convert_time": 4.7504e-07,
"total_time": 0.000153537
}
{
"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,
"recall-0.05": 0.823333,
"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,
"recall-0.025": 0.33,
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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,
"recall-0.05": 0.783333,
"recall-0.1": 0.935,
"recall-0.15": 0.953333,
"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,
"recall-0.05": 0.816667,
"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,
"sem": 0.001847,
"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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"median": 0.028115,
"std": 0.052099,
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"min": 0.002871,
"max": 0.459983,
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"recall-0.25": 0.986667,
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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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"std": 0.050118,
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"recall-0.025": 0.0,
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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,
"recall-0.25": 0.99321,
"recall-0.5": 0.99885
}
}
{
"total_parts": 8400,
"correct_parts": 8120,
"pcp": 0.966667
}
Shelf
{
"img_loading": 0.0420667,
"demosaicing": 0.000741598,
"avg_time_2d": 0.0148536,
"avg_time_3d": 0.000350915,
"fps": 62.7112
}
{
"triangulator_calls": 301,
"init_time": 9.29104e-06,
"undistort_time": 2.87243e-05,
"project_time": 3.63974e-05,
"match_time": 2.42599e-05,
"pairs_time": 3.40423e-05,
"pair_scoring_time": 7.63089e-05,
"grouping_time": 1.0948e-05,
"full_time": 6.34768e-05,
"merge_time": 9.62578e-06,
"post_time": 1.23629e-05,
"convert_time": 5.63644e-07,
"total_time": 0.000306359
}
{
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"total_labels": 477,
"total_preds": 835,
"considered_empty": 0,
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"invalid_preds": 358,
"missing": 0,
"invalid_fraction": 0.42874,
"precision": 0.57126,
"recall": 1.0,
"f1": 0.72713,
"non_empty": 835
},
"mpjpe": {
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"mean": 0.047948,
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}
}
{
"total_parts": 6678,
"correct_parts": 6618,
"pcp": 0.991015
}
Campus
{
"img_loading": 0.0048468,
"demosaicing": 0.000180895,
"avg_time_2d": 0.00702508,
"avg_time_3d": 0.000214818,
"fps": 134.757
}
{
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"init_time": 5.89319e-06,
"undistort_time": 2.81119e-05,
"project_time": 2.92487e-05,
"match_time": 1.45758e-05,
"pairs_time": 1.69365e-05,
"pair_scoring_time": 3.88471e-05,
"grouping_time": 2.33158e-06,
"full_time": 4.68102e-05,
"merge_time": 1.14781e-05,
"post_time": 9.29989e-06,
"convert_time": 3.94509e-07,
"total_time": 0.000204305
}
{
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10 cameras
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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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