diff --git a/media/RESULTS.md b/media/RESULTS.md index 8529177..b9d5d6b 100644 --- a/media/RESULTS.md +++ b/media/RESULTS.md @@ -1838,3 +1838,2543 @@ Results of the model in various experiments on different datasets. "pcp": 0.987315 } ``` + +### H3WB + +(default joints, duration 00:00:41) +```json +{ + "avg_time_2d": 0.07201751156857139, + "avg_time_3d": 0.0030754290129009045, + "avg_fps": 13.316831013096992 +} +{ + "person_nums": { + "total_frames": 200, + "total_labels": 200, + "total_preds": 201, + "considered_empty": 0, + "valid_preds": 200, + "invalid_preds": 1, + "missing": 0, + "invalid_fraction": 0.00498, + "precision": 0.99502, + "recall": 1.0, + "f1": 0.99751, + "non_empty": 201 + }, + "mpjpe": { + "count": 200, + "mean": 0.024974, + "median": 0.023698, + "std": 0.009326, + "sem": 0.000661, + "min": 0.01193, + "max": 0.074839, + "recall-0.025": 0.575, + "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, + "ap-0.025": 0.479707, + "ap-0.05": 0.974105, + "ap-0.1": 1.0, + "ap-0.15": 1.0, + "ap-0.25": 1.0, + "ap-0.5": 1.0 + }, + "nose": { + "count": 200, + "mean": 0.043393, + "median": 0.035193, + "std": 0.033873, + "sem": 0.002401, + "min": 0.004482, + "max": 0.189966, + "recall-0.025": 0.375, + "recall-0.05": 0.715, + "recall-0.1": 0.93, + "recall-0.15": 0.985, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "shoulder_left": { + "count": 200, + "mean": 0.018493, + "median": 0.015689, + "std": 0.009839, + "sem": 0.000697, + "min": 0.00327, + "max": 0.064981, + "recall-0.025": 0.795, + "recall-0.05": 0.98, + "recall-0.1": 1.0, + "recall-0.15": 1.0, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "shoulder_right": { + "count": 200, + "mean": 0.025551, + "median": 0.021956, + "std": 0.012434, + "sem": 0.000881, + "min": 0.006157, + "max": 0.071243, + "recall-0.025": 0.595, + "recall-0.05": 0.94, + "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": 0.014799, + "median": 0.01119, + "std": 0.013012, + "sem": 0.000922, + "min": 0.001038, + "max": 0.098801, + "recall-0.025": 0.88, + "recall-0.05": 0.98, + "recall-0.1": 1.0, + "recall-0.15": 1.0, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "elbow_right": { + "count": 200, + "mean": 0.020783, + "median": 0.014846, + "std": 0.018413, + "sem": 0.001305, + "min": 0.001023, + "max": 0.118555, + "recall-0.025": 0.735, + "recall-0.05": 0.91, + "recall-0.1": 0.995, + "recall-0.15": 1.0, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "wrist_left": { + "count": 200, + "mean": 0.025071, + "median": 0.017157, + "std": 0.030111, + "sem": 0.002135, + "min": 0.000802, + "max": 0.261247, + "recall-0.025": 0.73, + "recall-0.05": 0.91, + "recall-0.1": 0.975, + "recall-0.15": 0.99, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "wrist_right": { + "count": 199, + "mean": 0.031237, + "median": 0.023114, + "std": 0.028805, + "sem": 0.002047, + "min": 0.001104, + "max": 0.23071, + "recall-0.025": 0.535, + "recall-0.05": 0.83, + "recall-0.1": 0.97, + "recall-0.15": 0.99, + "recall-0.25": 0.995, + "recall-0.5": 0.995, + "num_labels": 200 + }, + "hip_left": { + "count": 200, + "mean": 0.036199, + "median": 0.034668, + "std": 0.014231, + "sem": 0.001009, + "min": 0.006136, + "max": 0.09849, + "recall-0.025": 0.22, + "recall-0.05": 0.85, + "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": 0.034572, + "median": 0.033264, + "std": 0.013702, + "sem": 0.000971, + "min": 0.003115, + "max": 0.076881, + "recall-0.025": 0.255, + "recall-0.05": 0.845, + "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": 0.018184, + "median": 0.013512, + "std": 0.014541, + "sem": 0.001031, + "min": 0.002782, + "max": 0.100895, + "recall-0.025": 0.79, + "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 + }, + "knee_right": { + "count": 200, + "mean": 0.017808, + "median": 0.012527, + "std": 0.021858, + "sem": 0.001549, + "min": 0.002334, + "max": 0.248436, + "recall-0.025": 0.845, + "recall-0.05": 0.96, + "recall-0.1": 0.99, + "recall-0.15": 0.995, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "ankle_left": { + "count": 200, + "mean": 0.016817, + "median": 0.013576, + "std": 0.02033, + "sem": 0.001441, + "min": 0.002513, + "max": 0.232845, + "recall-0.025": 0.91, + "recall-0.05": 0.96, + "recall-0.1": 0.99, + "recall-0.15": 0.995, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "ankle_right": { + "count": 200, + "mean": 0.018424, + "median": 0.013833, + "std": 0.022251, + "sem": 0.001577, + "min": 0.001808, + "max": 0.264653, + "recall-0.025": 0.835, + "recall-0.05": 0.965, + "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": 0.65385, + "recall-0.05": 0.90885, + "recall-0.1": 0.98731, + "recall-0.15": 0.99615, + "recall-0.25": 0.99885, + "recall-0.5": 0.99962 + } +} +{ + "total_parts": 2800, + "correct_parts": 2795, + "pcp": 0.998214 +} +``` + +(duration 00:00:54) +```json +{ + "avg_time_2d": 0.08533476402885036, + "avg_time_3d": 0.004345164800945081, + "avg_fps": 11.150767100829343 +} +{ + "person_nums": { + "total_frames": 200, + "total_labels": 200, + "total_preds": 205, + "considered_empty": 5, + "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": 0.047229, + "median": 0.040758, + "std": 0.024555, + "sem": 0.001741, + "min": 0.021359, + "max": 0.244767, + "recall-0.025": 0.04, + "recall-0.05": 0.68, + "recall-0.1": 0.965, + "recall-0.15": 0.995, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200, + "ap-0.025": 0.007479, + "ap-0.05": 0.598566, + "ap-0.1": 0.960064, + "ap-0.15": 0.994825, + "ap-0.25": 1.0, + "ap-0.5": 1.0 + }, + "nose": { + "count": 200, + "mean": 0.051955, + "median": 0.043621, + "std": 0.041262, + "sem": 0.002925, + "min": 0.006091, + "max": 0.258995, + "recall-0.025": 0.295, + "recall-0.05": 0.6, + "recall-0.1": 0.875, + "recall-0.15": 0.975, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "eye_left": { + "count": 200, + "mean": 0.045932, + "median": 0.038217, + "std": 0.030987, + "sem": 0.002197, + "min": 0.00638, + "max": 0.164617, + "recall-0.025": 0.305, + "recall-0.05": 0.625, + "recall-0.1": 0.92, + "recall-0.15": 0.99, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "eye_right": { + "count": 200, + "mean": 0.049663, + "median": 0.042268, + "std": 0.031755, + "sem": 0.002251, + "min": 0.004727, + "max": 0.190793, + "recall-0.025": 0.255, + "recall-0.05": 0.605, + "recall-0.1": 0.92, + "recall-0.15": 0.995, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "ear_left": { + "count": 200, + "mean": 0.031929, + "median": 0.02554, + "std": 0.026223, + "sem": 0.001859, + "min": 0.003558, + "max": 0.19678, + "recall-0.025": 0.485, + "recall-0.05": 0.87, + "recall-0.1": 0.975, + "recall-0.15": 0.99, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "ear_right": { + "count": 200, + "mean": 0.041568, + "median": 0.034803, + "std": 0.026838, + "sem": 0.001902, + "min": 0.003834, + "max": 0.129392, + "recall-0.025": 0.34, + "recall-0.05": 0.695, + "recall-0.1": 0.98, + "recall-0.15": 1.0, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "shoulder_left": { + "count": 200, + "mean": 0.01874, + "median": 0.01655, + "std": 0.009798, + "sem": 0.000695, + "min": 0.001587, + "max": 0.052061, + "recall-0.025": 0.8, + "recall-0.05": 0.99, + "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": 0.022769, + "median": 0.018238, + "std": 0.014327, + "sem": 0.001016, + "min": 0.002517, + "max": 0.073576, + "recall-0.025": 0.675, + "recall-0.05": 0.925, + "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": 0.020621, + "median": 0.015177, + "std": 0.016561, + "sem": 0.001174, + "min": 0.001614, + "max": 0.128276, + "recall-0.025": 0.735, + "recall-0.05": 0.955, + "recall-0.1": 0.995, + "recall-0.15": 1.0, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "elbow_right": { + "count": 200, + "mean": 0.026381, + "median": 0.017357, + "std": 0.024178, + "sem": 0.001714, + "min": 0.001078, + "max": 0.122538, + "recall-0.025": 0.635, + "recall-0.05": 0.87, + "recall-0.1": 0.97, + "recall-0.15": 1.0, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "wrist_left": { + "count": 200, + "mean": 0.028881, + "median": 0.020528, + "std": 0.02775, + "sem": 0.001967, + "min": 0.003861, + "max": 0.177291, + "recall-0.025": 0.58, + "recall-0.05": 0.88, + "recall-0.1": 0.97, + "recall-0.15": 0.98, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "wrist_right": { + "count": 200, + "mean": 0.040799, + "median": 0.026565, + "std": 0.046067, + "sem": 0.003266, + "min": 0.002623, + "max": 0.339873, + "recall-0.025": 0.47, + "recall-0.05": 0.775, + "recall-0.1": 0.925, + "recall-0.15": 0.955, + "recall-0.25": 0.99, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hip_left": { + "count": 200, + "mean": 0.030008, + "median": 0.026772, + "std": 0.016364, + "sem": 0.00116, + "min": 0.004216, + "max": 0.131992, + "recall-0.025": 0.45, + "recall-0.05": 0.905, + "recall-0.1": 0.995, + "recall-0.15": 1.0, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "hip_right": { + "count": 200, + "mean": 0.030743, + "median": 0.028652, + "std": 0.016888, + "sem": 0.001197, + "min": 0.002741, + "max": 0.097424, + "recall-0.025": 0.405, + "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 + }, + "knee_left": { + "count": 200, + "mean": 0.020814, + "median": 0.01623, + "std": 0.023436, + "sem": 0.001661, + "min": 0.001677, + "max": 0.221707, + "recall-0.025": 0.775, + "recall-0.05": 0.955, + "recall-0.1": 0.985, + "recall-0.15": 0.99, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "knee_right": { + "count": 200, + "mean": 0.023613, + "median": 0.01436, + "std": 0.033472, + "sem": 0.002373, + "min": 0.001271, + "max": 0.266388, + "recall-0.025": 0.75, + "recall-0.05": 0.925, + "recall-0.1": 0.965, + "recall-0.15": 0.98, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "ankle_left": { + "count": 200, + "mean": 0.017104, + "median": 0.011598, + "std": 0.024072, + "sem": 0.001706, + "min": 0.000658, + "max": 0.266028, + "recall-0.025": 0.85, + "recall-0.05": 0.96, + "recall-0.1": 0.985, + "recall-0.15": 0.995, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "ankle_right": { + "count": 200, + "mean": 0.019373, + "median": 0.012577, + "std": 0.03374, + "sem": 0.002392, + "min": 0.000333, + "max": 0.424703, + "recall-0.025": 0.83, + "recall-0.05": 0.96, + "recall-0.1": 0.985, + "recall-0.15": 0.99, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "foot_toe_big_left": { + "count": 200, + "mean": 0.03238, + "median": 0.022487, + "std": 0.035301, + "sem": 0.002502, + "min": 0.002734, + "max": 0.227165, + "recall-0.025": 0.545, + "recall-0.05": 0.87, + "recall-0.1": 0.945, + "recall-0.15": 0.975, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "foot_toe_small_left": { + "count": 200, + "mean": 0.027896, + "median": 0.018762, + "std": 0.036722, + "sem": 0.002603, + "min": 0.001688, + "max": 0.38526, + "recall-0.025": 0.675, + "recall-0.05": 0.915, + "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": 200, + "mean": 0.025132, + "median": 0.017229, + "std": 0.032019, + "sem": 0.00227, + "min": 0.001289, + "max": 0.363352, + "recall-0.025": 0.7, + "recall-0.05": 0.925, + "recall-0.1": 0.975, + "recall-0.15": 0.99, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "foot_toe_big_right": { + "count": 200, + "mean": 0.030573, + "median": 0.021666, + "std": 0.032264, + "sem": 0.002287, + "min": 0.0018, + "max": 0.223628, + "recall-0.025": 0.59, + "recall-0.05": 0.875, + "recall-0.1": 0.96, + "recall-0.15": 0.975, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "foot_toe_small_right": { + "count": 200, + "mean": 0.032694, + "median": 0.024176, + "std": 0.030285, + "sem": 0.002147, + "min": 0.002654, + "max": 0.214541, + "recall-0.025": 0.53, + "recall-0.05": 0.845, + "recall-0.1": 0.965, + "recall-0.15": 0.985, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "foot_heel_right": { + "count": 200, + "mean": 0.02623, + "median": 0.018127, + "std": 0.029293, + "sem": 0.002077, + "min": 0.001723, + "max": 0.23763, + "recall-0.025": 0.69, + "recall-0.05": 0.89, + "recall-0.1": 0.965, + "recall-0.15": 0.985, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "face_jaw_right_1": { + "count": 200, + "mean": 0.085142, + "median": 0.077524, + "std": 0.03455, + "sem": 0.002449, + "min": 0.026232, + "max": 0.318824, + "recall-0.025": 0.0, + "recall-0.05": 0.095, + "recall-0.1": 0.74, + "recall-0.15": 0.965, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "face_jaw_right_2": { + "count": 200, + "mean": 0.083468, + "median": 0.076979, + "std": 0.035494, + "sem": 0.002516, + "min": 0.02025, + "max": 0.29043, + "recall-0.025": 0.005, + "recall-0.05": 0.13, + "recall-0.1": 0.745, + "recall-0.15": 0.95, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + 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"median": 0.023049, + "std": 0.026247, + "sem": 0.001861, + "min": 0.002574, + "max": 0.199288, + "num_labels": 5200 + }, + "face": { + "count": 13600, + "mean": 0.045826, + "median": 0.037386, + "std": 0.029639, + "sem": 0.002101, + "min": 0.006196, + "max": 0.187718, + "num_labels": 13600 + }, + "hand": { + "count": 8339, + "mean": 0.054864, + "median": 0.030571, + "std": 0.070216, + "sem": 0.004996, + "min": 0.003441, + "max": 0.437131, + "num_labels": 8400 + } + }, + "joint_recalls": { + "num_labels": 27200, + "recall-0.025": 0.38897, + "recall-0.05": 0.7075, + "recall-0.1": 0.91765, + "recall-0.15": 0.96658, + "recall-0.25": 0.98621, + "recall-0.5": 0.99776 + } +} +{ + "total_parts": 2800, + "correct_parts": 2792, + "pcp": 0.997143 +} +``` diff --git a/scripts/test_skelda_dataset.py b/scripts/test_skelda_dataset.py index 2fb6214..975f8e2 100644 --- a/scripts/test_skelda_dataset.py +++ b/scripts/test_skelda_dataset.py @@ -362,6 +362,7 @@ def main(): "shelf": 0.96, "ikeaasm": 0.86, "tsinghua": 0.96, + "human36m_wb": 0.94, } minscore = minscores.get(dataset_use, 0.95)