Files
RapidPoseTriangulation/media/RESULTS.md
2025-03-03 12:32:09 +01:00

164 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": {
    "count": 600,
    "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": {
    "count": 600,
    "mean": 0.044769,
    "median": 0.033056,
    "std": 0.040535,
    "sem": 0.001656,
    "min": 0.005476,
    "max": 0.22345,
    "recall-0.025": 0.33,
    "recall-0.05": 0.775,
    "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": {
    "count": 600,
    "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": {
    "count": 600,
    "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,
    "recall-0.15": 0.943333,
    "recall-0.25": 0.996667,
    "recall-0.5": 1.0,
    "num_labels": 600
  },
  "wrist_left": {
    "count": 600,
    "mean": 0.041253,
    "median": 0.024356,
    "std": 0.045205,
    "sem": 0.001847,
    "min": 0.000703,
    "max": 0.316533,
    "recall-0.025": 0.511667,
    "recall-0.05": 0.756667,
    "recall-0.1": 0.895,
    "recall-0.15": 0.946667,
    "recall-0.25": 0.996667,
    "recall-0.5": 1.0,
    "num_labels": 600
  },
  "wrist_right": {
    "count": 599,
    "mean": 0.045856,
    "median": 0.028115,
    "std": 0.052099,
    "sem": 0.00213,
    "min": 0.002871,
    "max": 0.459983,
    "recall-0.025": 0.438333,
    "recall-0.05": 0.775,
    "recall-0.1": 0.89,
    "recall-0.15": 0.911667,
    "recall-0.25": 0.986667,
    "recall-0.5": 0.998333,
    "num_labels": 600
  },
  "hip_left": {
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    "mean": 0.068124,
    "median": 0.057477,
    "std": 0.035641,
    "sem": 0.001456,
    "min": 0.026922,
    "max": 0.21568,
    "recall-0.025": 0.0,
    "recall-0.05": 0.273333,
    "recall-0.1": 0.891667,
    "recall-0.15": 0.948333,
    "recall-0.25": 1.0,
    "recall-0.5": 1.0,
    "num_labels": 600
  },
  "hip_right": {
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    "mean": 0.085351,
    "median": 0.081998,
    "std": 0.028522,
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    "min": 0.019246,
    "max": 0.210122,
    "recall-0.025": 0.01,
    "recall-0.05": 0.053333,
    "recall-0.1": 0.871667,
    "recall-0.15": 0.95,
    "recall-0.25": 1.0,
    "recall-0.5": 1.0,
    "num_labels": 600
  },
  "knee_left": {
    "count": 600,
    "mean": 0.057832,
    "median": 0.042176,
    "std": 0.059416,
    "sem": 0.002428,
    "min": 0.015949,
    "max": 0.430058,
    "recall-0.025": 0.078333,
    "recall-0.05": 0.69,
    "recall-0.1": 0.913333,
    "recall-0.15": 0.923333,
    "recall-0.25": 0.981667,
    "recall-0.5": 1.0,
    "num_labels": 600
  },
  "knee_right": {
    "count": 600,
    "mean": 0.047271,
    "median": 0.034177,
    "std": 0.041831,
    "sem": 0.001709,
    "min": 0.010466,
    "max": 0.306804,
    "recall-0.025": 0.116667,
    "recall-0.05": 0.813333,
    "recall-0.1": 0.921667,
    "recall-0.15": 0.94,
    "recall-0.25": 0.996667,
    "recall-0.5": 1.0,
    "num_labels": 600
  },
  "ankle_left": {
    "count": 596,
    "mean": 0.090564,
    "median": 0.082591,
    "std": 0.039106,
    "sem": 0.001603,
    "min": 0.047369,
    "max": 0.499405,
    "recall-0.025": 0.0,
    "recall-0.05": 0.003333,
    "recall-0.1": 0.868333,
    "recall-0.15": 0.936667,
    "recall-0.25": 0.985,
    "recall-0.5": 0.993333,
    "num_labels": 600
  },
  "ankle_right": {
    "count": 599,
    "mean": 0.081045,
    "median": 0.066942,
    "std": 0.050118,
    "sem": 0.002049,
    "min": 0.031694,
    "max": 0.394711,
    "recall-0.025": 0.0,
    "recall-0.05": 0.031667,
    "recall-0.1": 0.898333,
    "recall-0.15": 0.916667,
    "recall-0.25": 0.973333,
    "recall-0.5": 0.998333,
    "num_labels": 600
  },
  "joint_recalls": {
    "num_labels": 7800,
    "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": 0.0419109,
  "demosaicing": 0.000697378,
  "avg_time_2d": 0.0148942,
  "avg_time_3d": 0.000115663,
  "fps": 63.6649
}
{
  "triangulator_calls": 301,
  "init_time": 2.90153e-06,
  "undistort_time": 1.41506e-05,
  "project_time": 2.27745e-06,
  "match_time": 8.70995e-06,
  "pairs_time": 4.43637e-06,
  "pair_scoring_time": 2.61534e-05,
  "grouping_time": 4.53385e-06,
  "full_time": 2.64184e-05,
  "merge_time": 1.0161e-05,
  "post_time": 6.56943e-06,
  "convert_time": 1.31748e-07,
  "total_time": 0.000106678
}
{
  "person_nums": {
    "total_frames": 301,
    "total_labels": 477,
    "total_preds": 827,
    "considered_empty": 0,
    "valid_preds": 477,
    "invalid_preds": 350,
    "missing": 0,
    "invalid_fraction": 0.42322,
    "precision": 0.57678,
    "recall": 1.0,
    "f1": 0.7316,
    "non_empty": 827
  },
  "mpjpe": {
    "count": 477,
    "mean": 0.048001,
    "median": 0.042569,
    "std": 0.014925,
    "sem": 0.000684,
    "min": 0.03012,
    "max": 0.116311,
    "recall-0.025": 0.0,
    "recall-0.05": 0.70021,
    "recall-0.1": 0.983229,
    "recall-0.15": 1.0,
    "recall-0.25": 1.0,
    "recall-0.5": 1.0,
    "num_labels": 477,
    "ap-0.025": 0.0,
    "ap-0.05": 0.389107,
    "ap-0.1": 0.731078,
    "ap-0.15": 0.74682,
    "ap-0.25": 0.74682,
    "ap-0.5": 0.74682
  },
  "head": {
    "count": 477,
    "mean": 0.054217,
    "median": 0.050158,
    "std": 0.024847,
    "sem": 0.001139,
    "min": 0.005598,
    "max": 0.180564,
    "recall-0.025": 0.081761,
    "recall-0.05": 0.496855,
    "recall-0.1": 0.937107,
    "recall-0.15": 0.995807,
    "recall-0.25": 1.0,
    "recall-0.5": 1.0,
    "num_labels": 477
  },
  "shoulder_left": {
    "count": 477,
    "mean": 0.042429,
    "median": 0.037021,
    "std": 0.020584,
    "sem": 0.000943,
    "min": 0.004311,
    "max": 0.136587,
    "recall-0.025": 0.161426,
    "recall-0.05": 0.727463,
    "recall-0.1": 0.985325,
    "recall-0.15": 1.0,
    "recall-0.25": 1.0,
    "recall-0.5": 1.0,
    "num_labels": 477
  },
  "shoulder_right": {
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    "mean": 0.049623,
    "median": 0.045796,
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    "recall-0.025": 0.100629,
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    "recall-0.15": 1.0,
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  },
  "elbow_left": {
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    "mean": 0.04078,
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    "recall-0.025": 0.316562,
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  },
  "elbow_right": {
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  },
  "wrist_left": {
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    "mean": 0.059994,
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  },
  "wrist_right": {
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  "knee_left": {
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  },
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    "recall-0.25": 0.997904,
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  },
  "joint_recalls": {
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    "recall-0.025": 0.21142,
    "recall-0.05": 0.61538,
    "recall-0.1": 0.94275,
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    "recall-0.5": 1.0
  }
}
{
  "total_parts": 6678,
  "correct_parts": 6619,
  "pcp": 0.991165
}

Campus

{
  "img_loading": 0.0048468,
  "demosaicing": 0.000180895,
  "avg_time_2d": 0.00702508,
  "avg_time_3d": 0.000214818,
  "fps": 134.757
}
{
  "triangulator_calls": 222,
  "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
}
{
  "person_nums": {
    "total_frames": 222,
    "total_labels": 376,
    "total_preds": 448,
    "considered_empty": 0,
    "valid_preds": 376,
    "invalid_preds": 72,
    "missing": 0,
    "invalid_fraction": 0.16071,
    "precision": 0.83929,
    "recall": 1.0,
    "f1": 0.91262,
    "non_empty": 448
  },
  "mpjpe": {
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    "recall-0.5": 1.0,
    "num_labels": 376,
    "ap-0.025": 0.0,
    "ap-0.05": 4.4e-05,
    "ap-0.1": 0.730234,
    "ap-0.15": 0.943103,
    "ap-0.25": 0.945682,
    "ap-0.5": 0.945682
  },
  "head": {
    "count": 376,
    "mean": 0.070871,
    "median": 0.068159,
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    "recall-0.1": 0.856383,
    "recall-0.15": 0.976064,
    "recall-0.25": 0.994681,
    "recall-0.5": 1.0,
    "num_labels": 376
  },
  "shoulder_left": {
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    "mean": 0.0714,
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    "std": 0.033946,
    "sem": 0.001753,
    "min": 0.013911,
    "max": 0.20545,
    "recall-0.025": 0.029255,
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    "recall-0.1": 0.843085,
    "recall-0.15": 0.965426,
    "recall-0.25": 1.0,
    "recall-0.5": 1.0,
    "num_labels": 376
  },
  "shoulder_right": {
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MVOR

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Panoptic

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10 cameras
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31 cameras
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IkeaAsm

(duration 00:01:45)

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CHI3D

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Tsinghua

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H3WB

default joints
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EgoHumans

tagging
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legoassemble
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