diff --git a/extras/jetson/RESULTS.md b/extras/jetson/RESULTS.md index 6fc5c2d..3bc7210 100644 --- a/extras/jetson/RESULTS.md +++ b/extras/jetson/RESULTS.md @@ -1,14 +1,16 @@ # Evaluation Results -Results of the model in various experiments on different datasets. +Results of the model in various experiments on different datasets. \ +(Note that batching poses did not work due to insufficient memory) ### Human36m ```json { - "avg_time_2d": 0.08326671446784067, - "avg_time_3d": 0.002362334122092037, - "avg_fps": 11.678279934988891 + "img_loading": 0.019871617979922537, + "avg_time_2d": 0.024201560020446777, + "avg_time_3d": 0.0006943431951231876, + "avg_fps": 40.16725126785508 } { "person_nums": { @@ -27,149 +29,149 @@ Results of the model in various experiments on different datasets. }, "mpjpe": { "count": 600, - "mean": 0.067047, - "median": 0.059492, - "std": 0.027809, - "sem": 0.001136, - "min": 0.043579, - "max": 0.192515, + "mean": 0.066544, + "median": 0.058633, + "std": 0.027907, + "sem": 0.00114, + "min": 0.044045, + "max": 0.190448, "recall-0.025": 0.0, - "recall-0.05": 0.051667, + "recall-0.05": 0.055, "recall-0.1": 0.933333, "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": 0.0071, - "ap-0.1": 0.893961, - "ap-0.15": 0.916148, + "ap-0.05": 0.006816, + "ap-0.1": 0.892957, + "ap-0.15": 0.915918, "ap-0.25": 1.0, "ap-0.5": 1.0 }, "nose": { "count": 600, - "mean": 0.114127, - "median": 0.096429, - "std": 0.04375, - "sem": 0.001788, - "min": 0.022879, - "max": 0.278748, - "recall-0.025": 0.001667, - "recall-0.05": 0.011667, - "recall-0.1": 0.535, - "recall-0.15": 0.818333, + "mean": 0.113926, + "median": 0.096371, + "std": 0.04379, + "sem": 0.001789, + "min": 0.026343, + "max": 0.29862, + "recall-0.025": 0.0, + "recall-0.05": 0.015, + "recall-0.1": 0.531667, + "recall-0.15": 0.813333, "recall-0.25": 0.988333, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_left": { "count": 600, - "mean": 0.03394, - "median": 0.025359, - "std": 0.032048, - "sem": 0.001309, - "min": 0.002731, - "max": 0.180682, - "recall-0.025": 0.485, - "recall-0.05": 0.865, - "recall-0.1": 0.943333, - "recall-0.15": 0.965, + "mean": 0.033951, + "median": 0.025071, + "std": 0.032164, + "sem": 0.001314, + "min": 0.002309, + "max": 0.181442, + "recall-0.025": 0.495, + "recall-0.05": 0.861667, + "recall-0.1": 0.941667, + "recall-0.15": 0.968333, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "shoulder_right": { "count": 600, - "mean": 0.047462, - "median": 0.034253, - "std": 0.040799, - "sem": 0.001667, - "min": 0.005133, - "max": 0.252418, - "recall-0.025": 0.238333, - "recall-0.05": 0.76, - "recall-0.1": 0.915, - "recall-0.15": 0.945, - "recall-0.25": 0.998333, + "mean": 0.047367, + "median": 0.034223, + "std": 0.041566, + "sem": 0.001698, + "min": 0.004691, + "max": 0.260949, + "recall-0.025": 0.221667, + "recall-0.05": 0.761667, + "recall-0.1": 0.918333, + "recall-0.15": 0.94, + "recall-0.25": 0.996667, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_left": { "count": 600, - "mean": 0.043416, - "median": 0.035385, - "std": 0.034844, - "sem": 0.001424, - "min": 0.002309, - "max": 0.195554, - "recall-0.025": 0.258333, - "recall-0.05": 0.803333, - "recall-0.1": 0.938333, - "recall-0.15": 0.956667, + "mean": 0.042654, + "median": 0.034221, + "std": 0.034687, + "sem": 0.001417, + "min": 0.003159, + "max": 0.200759, + "recall-0.025": 0.263333, + "recall-0.05": 0.818333, + "recall-0.1": 0.943333, + "recall-0.15": 0.96, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "elbow_right": { "count": 600, - "mean": 0.043215, - "median": 0.033002, - "std": 0.033552, - "sem": 0.001371, - "min": 0.005329, - "max": 0.197639, - "recall-0.025": 0.238333, - "recall-0.05": 0.788333, - "recall-0.1": 0.936667, - "recall-0.15": 0.951667, + "mean": 0.043257, + "median": 0.032602, + "std": 0.034101, + "sem": 0.001393, + "min": 0.006362, + "max": 0.204302, + "recall-0.025": 0.236667, + "recall-0.05": 0.795, + "recall-0.1": 0.935, + "recall-0.15": 0.946667, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_left": { "count": 600, - "mean": 0.04324, - "median": 0.024703, - "std": 0.045393, - "sem": 0.001855, - "min": 0.001606, - "max": 0.247877, - "recall-0.025": 0.508333, - "recall-0.05": 0.733333, - "recall-0.1": 0.885, - "recall-0.15": 0.935, - "recall-0.25": 1.0, + "mean": 0.04175, + "median": 0.024365, + "std": 0.045669, + "sem": 0.001866, + "min": 0.002452, + "max": 0.307723, + "recall-0.025": 0.513333, + "recall-0.05": 0.765, + "recall-0.1": 0.89, + "recall-0.15": 0.933333, + "recall-0.25": 0.998333, "recall-0.5": 1.0, "num_labels": 600 }, "wrist_right": { - "count": 600, - "mean": 0.047057, - "median": 0.027193, - "std": 0.0531, - "sem": 0.00217, - "min": 0.002414, - "max": 0.477327, - "recall-0.025": 0.441667, - "recall-0.05": 0.75, - "recall-0.1": 0.875, - "recall-0.15": 0.906667, + "count": 599, + "mean": 0.046283, + "median": 0.026429, + "std": 0.055176, + "sem": 0.002256, + "min": 0.002881, + "max": 0.43245, + "recall-0.025": 0.463333, + "recall-0.05": 0.763333, + "recall-0.1": 0.883333, + "recall-0.15": 0.908333, "recall-0.25": 0.993333, - "recall-0.5": 1.0, + "recall-0.5": 0.998333, "num_labels": 600 }, "hip_left": { "count": 600, - "mean": 0.090492, - "median": 0.085867, - "std": 0.033007, - "sem": 0.001349, - "min": 0.009756, - "max": 0.236952, - "recall-0.025": 0.008333, - "recall-0.05": 0.03, - "recall-0.1": 0.813333, + "mean": 0.090089, + "median": 0.086392, + "std": 0.032732, + "sem": 0.001337, + "min": 0.010219, + "max": 0.237936, + "recall-0.025": 0.006667, + "recall-0.05": 0.035, + "recall-0.1": 0.821667, "recall-0.15": 0.95, "recall-0.25": 1.0, "recall-0.5": 1.0, @@ -177,46 +179,46 @@ Results of the model in various experiments on different datasets. }, "hip_right": { "count": 600, - "mean": 0.113777, - "median": 0.112926, - "std": 0.026939, - "sem": 0.001101, - "min": 0.035267, - "max": 0.233528, + "mean": 0.114144, + "median": 0.112805, + "std": 0.026059, + "sem": 0.001065, + "min": 0.03471, + "max": 0.231222, "recall-0.025": 0.0, "recall-0.05": 0.01, - "recall-0.1": 0.226667, - "recall-0.15": 0.945, + "recall-0.1": 0.213333, + "recall-0.15": 0.95, "recall-0.25": 1.0, "recall-0.5": 1.0, "num_labels": 600 }, "knee_left": { "count": 600, - "mean": 0.061948, - "median": 0.045988, - "std": 0.058304, - "sem": 0.002382, - "min": 0.01465, - "max": 0.398223, - "recall-0.025": 0.036667, - "recall-0.05": 0.581667, - "recall-0.1": 0.9, - "recall-0.15": 0.925, - "recall-0.25": 0.981667, + "mean": 0.060487, + "median": 0.045169, + "std": 0.058631, + "sem": 0.002396, + "min": 0.018273, + "max": 0.415974, + "recall-0.025": 0.038333, + "recall-0.05": 0.603333, + "recall-0.1": 0.92, + "recall-0.15": 0.928333, + "recall-0.25": 0.98, "recall-0.5": 1.0, "num_labels": 600 }, "knee_right": { "count": 600, - "mean": 0.052399, - "median": 0.043783, - "std": 0.037008, - "sem": 0.001512, - "min": 0.014119, - "max": 0.23986, - "recall-0.025": 0.04, - "recall-0.05": 0.725, + "mean": 0.052012, + "median": 0.043445, + "std": 0.036202, + "sem": 0.001479, + "min": 0.015586, + "max": 0.234792, + "recall-0.025": 0.033333, + "recall-0.05": 0.73, "recall-0.1": 0.936667, "recall-0.15": 0.94, "recall-0.25": 1.0, @@ -224,50 +226,2865 @@ Results of the model in various experiments on different datasets. "num_labels": 600 }, "ankle_left": { - "count": 598, - "mean": 0.096902, - "median": 0.084781, - "std": 0.05173, - "sem": 0.002117, - "min": 0.044418, - "max": 0.499384, + "count": 597, + "mean": 0.096212, + "median": 0.084027, + "std": 0.051433, + "sem": 0.002107, + "min": 0.049764, + "max": 0.499526, "recall-0.025": 0.0, - "recall-0.05": 0.003333, - "recall-0.1": 0.84, - "recall-0.15": 0.94, + "recall-0.05": 0.001667, + "recall-0.1": 0.845, + "recall-0.15": 0.936667, "recall-0.25": 0.98, - "recall-0.5": 0.996667, + "recall-0.5": 0.995, "num_labels": 600 }, "ankle_right": { - "count": 598, - "mean": 0.080563, - "median": 0.06808, - "std": 0.043343, - "sem": 0.001774, - "min": 0.031041, - "max": 0.379768, + "count": 600, + "mean": 0.079987, + "median": 0.067815, + "std": 0.046496, + "sem": 0.0019, + "min": 0.029049, + "max": 0.385925, "recall-0.025": 0.0, - "recall-0.05": 0.023333, - "recall-0.1": 0.893333, - "recall-0.15": 0.915, + "recall-0.05": 0.021667, + "recall-0.1": 0.905, + "recall-0.15": 0.931667, "recall-0.25": 0.983333, - "recall-0.5": 0.996667, + "recall-0.5": 1.0, "num_labels": 600 }, "joint_recalls": { "num_labels": 7800, - "recall-0.025": 0.17295, - "recall-0.05": 0.46744, - "recall-0.1": 0.81782, - "recall-0.15": 0.93013, - "recall-0.25": 0.99372, - "recall-0.5": 0.99949 + "recall-0.025": 0.1741, + "recall-0.05": 0.47513, + "recall-0.1": 0.82141, + "recall-0.15": 0.93064, + "recall-0.25": 0.99333, + "recall-0.5": 0.99936 } } { "total_parts": 8400, - "correct_parts": 8095, - "pcp": 0.96369 + "correct_parts": 8102, + "pcp": 0.964524 +} +``` + +### Shelf + +```json +{ + "img_loading": 0.05844812458733103, + "avg_time_2d": 0.061463059428631235, + "avg_time_3d": 0.0011567078095531137, + "avg_fps": 15.969398228459381 +} +{ + "person_nums": { + "total_frames": 301, + "total_labels": 477, + "total_preds": 830, + "considered_empty": 0, + "valid_preds": 477, + "invalid_preds": 353, + "missing": 0, + "invalid_fraction": 0.4253, + "precision": 0.5747, + "recall": 1.0, + "f1": 0.72992, + "non_empty": 830 + }, + "mpjpe": { + "count": 477, + "mean": 0.048402, + "median": 0.043251, + "std": 0.014931, + "sem": 0.000684, + "min": 0.028086, + "max": 0.112554, + "recall-0.025": 0.0, + "recall-0.05": 0.683438, + "recall-0.1": 0.987421, + "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": 0.368305, + "ap-0.1": 0.705194, + "ap-0.15": 0.717796, + "ap-0.25": 0.717796, + "ap-0.5": 0.717796 + }, + "head": { + "count": 477, + "mean": 0.05322, + "median": 0.049277, + "std": 0.024056, + "sem": 0.001103, + "min": 0.005257, + "max": 0.129773, + "recall-0.025": 0.081761, + "recall-0.05": 0.513627, + "recall-0.1": 0.937107, + "recall-0.15": 1.0, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 477 + }, + "shoulder_left": { + "count": 477, + "mean": 0.043047, + "median": 0.038537, + "std": 0.020189, + "sem": 0.000925, + "min": 0.001732, + "max": 0.136917, + "recall-0.025": 0.155136, + "recall-0.05": 0.710692, + "recall-0.1": 0.987421, + "recall-0.15": 1.0, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 477 + }, + "shoulder_right": { + "count": 477, + "mean": 0.050353, + "median": 0.046477, + "std": 0.023699, + "sem": 0.001086, + "min": 0.007115, + "max": 0.13734, + "recall-0.025": 0.109015, + "recall-0.05": 0.553459, + "recall-0.1": 0.951782, + "recall-0.15": 1.0, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 477 + }, + "elbow_left": { + "count": 477, + "mean": 0.041709, + "median": 0.032985, + "std": 0.029126, + "sem": 0.001335, + "min": 0.004723, + "max": 0.320436, + "recall-0.025": 0.301887, + "recall-0.05": 0.742138, + "recall-0.1": 0.953878, + "recall-0.15": 0.997904, + "recall-0.25": 0.997904, + "recall-0.5": 1.0, + "num_labels": 477 + }, + "elbow_right": { + "count": 477, + "mean": 0.053417, + "median": 0.045563, + "std": 0.040741, + "sem": 0.001867, + "min": 0.0018, + "max": 0.236595, + "recall-0.025": 0.262055, + "recall-0.05": 0.555556, + "recall-0.1": 0.895178, + "recall-0.15": 0.958071, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 477 + }, + "wrist_left": { + "count": 477, + "mean": 0.060252, + "median": 0.053791, + "std": 0.039408, + "sem": 0.001806, + "min": 0.002539, + "max": 0.319587, + "recall-0.025": 0.142558, + "recall-0.05": 0.42348, + "recall-0.1": 0.897275, + "recall-0.15": 0.960168, + "recall-0.25": 0.991614, + "recall-0.5": 1.0, + "num_labels": 477 + }, + "wrist_right": { + "count": 477, + "mean": 0.059418, + "median": 0.055276, + "std": 0.033082, + "sem": 0.001516, + "min": 0.007955, + "max": 0.343421, + "recall-0.025": 0.098532, + "recall-0.05": 0.417191, + "recall-0.1": 0.907757, + "recall-0.15": 0.985325, + "recall-0.25": 0.997904, + "recall-0.5": 1.0, + "num_labels": 477 + }, + "hip_left": { + "count": 477, + "mean": 0.049054, + "median": 0.042994, + "std": 0.026142, + "sem": 0.001198, + "min": 0.006503, + "max": 0.138607, + "recall-0.025": 0.165618, + "recall-0.05": 0.607966, + "recall-0.1": 0.958071, + "recall-0.15": 1.0, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 477 + }, + "hip_right": { + "count": 477, + "mean": 0.060183, + "median": 0.057545, + "std": 0.026063, + "sem": 0.001195, + "min": 0.002817, + "max": 0.16289, + "recall-0.025": 0.083857, + "recall-0.05": 0.33543, + "recall-0.1": 0.926625, + "recall-0.15": 0.995807, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 477 + }, + "knee_left": { + "count": 477, + "mean": 0.040884, + "median": 0.038795, + "std": 0.024482, + "sem": 0.001122, + "min": 0.003199, + "max": 0.188865, + "recall-0.025": 0.251572, + "recall-0.05": 0.735849, + "recall-0.1": 0.972746, + "recall-0.15": 0.989518, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 477 + }, + "knee_right": { + "count": 477, + "mean": 0.039962, + "median": 0.035624, + "std": 0.023542, + "sem": 0.001079, + "min": 0.006843, + "max": 0.188353, + "recall-0.025": 0.320755, + "recall-0.05": 0.710692, + "recall-0.1": 0.976939, + "recall-0.15": 0.997904, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 477 + }, + "ankle_left": { + "count": 477, + "mean": 0.036684, + "median": 0.02754, + "std": 0.0311, + "sem": 0.001425, + "min": 0.005021, + "max": 0.212569, + "recall-0.025": 0.431866, + "recall-0.05": 0.821803, + "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": 0.041044, + "median": 0.03031, + "std": 0.037716, + "sem": 0.001729, + "min": 0.001631, + "max": 0.268853, + "recall-0.025": 0.318658, + "recall-0.05": 0.792453, + "recall-0.1": 0.928721, + "recall-0.15": 0.966457, + "recall-0.25": 0.997904, + "recall-0.5": 1.0, + "num_labels": 477 + }, + "joint_recalls": { + "num_labels": 6201, + "recall-0.025": 0.20835, + "recall-0.05": 0.60845, + "recall-0.1": 0.94001, + "recall-0.15": 0.98678, + "recall-0.25": 0.99871, + "recall-0.5": 1.0 + } +} +{ + "total_parts": 6678, + "correct_parts": 6616, + "pcp": 0.990716 +} +``` + +### H3WB + +##### default joints + +```json +{ + "img_loading": 0.026904404790777908, + "avg_time_2d": 0.024324122228120502, + "avg_time_3d": 0.0007598211890772769, + "avg_fps": 39.866139999119554 +} +{ + "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": 0.025701, + "median": 0.023958, + "std": 0.010643, + "sem": 0.000754, + "min": 0.012246, + "max": 0.121669, + "recall-0.025": 0.565, + "recall-0.05": 0.975, + "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": 0.47925, + "ap-0.05": 0.974667, + "ap-0.1": 0.995, + "ap-0.15": 1.0, + "ap-0.25": 1.0, + "ap-0.5": 1.0 + }, + "nose": { + "count": 200, + "mean": 0.038362, + "median": 0.029618, + "std": 0.030534, + "sem": 0.002164, + "min": 0.002044, + "max": 0.165617, + "recall-0.025": 0.45, + "recall-0.05": 0.765, + "recall-0.1": 0.94, + "recall-0.15": 0.995, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "shoulder_left": { + "count": 200, + "mean": 0.020179, + "median": 0.017204, + "std": 0.011917, + "sem": 0.000845, + "min": 0.002468, + "max": 0.090697, + "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": 0.026897, + "median": 0.023931, + "std": 0.013287, + "sem": 0.000942, + "min": 0.006371, + "max": 0.090547, + "recall-0.025": 0.53, + "recall-0.05": 0.935, + "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": 0.017061, + "median": 0.012005, + "std": 0.02008, + "sem": 0.001423, + "min": 0.001306, + "max": 0.219441, + "recall-0.025": 0.86, + "recall-0.05": 0.96, + "recall-0.1": 0.995, + "recall-0.15": 0.995, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "elbow_right": { + "count": 200, + "mean": 0.022246, + "median": 0.015135, + "std": 0.02094, + "sem": 0.001484, + "min": 0.002064, + "max": 0.137848, + "recall-0.025": 0.735, + "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": 0.024401, + "median": 0.018362, + "std": 0.024836, + "sem": 0.001761, + "min": 0.001874, + "max": 0.240281, + "recall-0.025": 0.67, + "recall-0.05": 0.9, + "recall-0.1": 0.985, + "recall-0.15": 0.995, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "wrist_right": { + "count": 200, + "mean": 0.031464, + "median": 0.023229, + "std": 0.026645, + "sem": 0.001889, + "min": 0.00246, + "max": 0.150991, + "recall-0.025": 0.525, + "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": 0.038857, + "median": 0.036549, + "std": 0.01542, + "sem": 0.001093, + "min": 0.006233, + "max": 0.100519, + "recall-0.025": 0.175, + "recall-0.05": 0.78, + "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": 0.037521, + "median": 0.037198, + "std": 0.014532, + "sem": 0.00103, + "min": 0.003326, + "max": 0.076818, + "recall-0.025": 0.215, + "recall-0.05": 0.82, + "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": 0.021295, + "median": 0.015474, + "std": 0.027265, + "sem": 0.001933, + "min": 0.001563, + "max": 0.332653, + "recall-0.025": 0.79, + "recall-0.05": 0.945, + "recall-0.1": 0.995, + "recall-0.15": 0.995, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "knee_right": { + "count": 200, + "mean": 0.020008, + "median": 0.013888, + "std": 0.020893, + "sem": 0.001481, + "min": 0.003082, + "max": 0.145077, + "recall-0.025": 0.845, + "recall-0.05": 0.93, + "recall-0.1": 0.975, + "recall-0.15": 1.0, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "ankle_left": { + "count": 200, + "mean": 0.017856, + "median": 0.012991, + "std": 0.027478, + "sem": 0.001948, + "min": 0.002079, + "max": 0.346202, + "recall-0.025": 0.875, + "recall-0.05": 0.96, + "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": 0.01797, + "median": 0.012724, + "std": 0.026658, + "sem": 0.00189, + "min": 0.001826, + "max": 0.337624, + "recall-0.025": 0.885, + "recall-0.05": 0.97, + "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": 0.63923, + "recall-0.05": 0.89769, + "recall-0.1": 0.98654, + "recall-0.15": 0.99731, + "recall-0.25": 0.99885, + "recall-0.5": 1.0 + } +} +{ + "total_parts": 2800, + "correct_parts": 2793, + "pcp": 0.9975 +} +``` + +##### whole-body + +```json +{ + "img_loading": 0.026969775400663677, + "avg_time_2d": 0.03872783058568051, + "avg_time_3d": 0.0013835317210147255, + "avg_fps": 24.93059179476145 +} +{ + "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": 0.046197, + "median": 0.041761, + "std": 0.0194, + "sem": 0.001375, + "min": 0.020616, + "max": 0.170432, + "recall-0.025": 0.045, + "recall-0.05": 0.69, + "recall-0.1": 0.985, + "recall-0.15": 0.995, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200, + "ap-0.025": 0.017697, + "ap-0.05": 0.61806, + "ap-0.1": 0.983221, + "ap-0.15": 0.994725, + "ap-0.25": 1.0, + "ap-0.5": 1.0 + }, + "nose": { + "count": 200, + "mean": 0.050797, + "median": 0.03978, + "std": 0.039199, + "sem": 0.002779, + "min": 0.003982, + "max": 0.250676, + "recall-0.025": 0.275, + "recall-0.05": 0.595, + "recall-0.1": 0.885, + "recall-0.15": 0.985, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "eye_left": { + "count": 200, + "mean": 0.045733, + "median": 0.036503, + "std": 0.033825, + "sem": 0.002398, + "min": 0.004103, + "max": 0.16553, + "recall-0.025": 0.36, + "recall-0.05": 0.64, + "recall-0.1": 0.91, + "recall-0.15": 0.985, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "eye_right": { + "count": 200, + "mean": 0.053208, + "median": 0.043197, + "std": 0.037719, + "sem": 0.002674, + "min": 0.003116, + "max": 0.230969, + "recall-0.025": 0.255, + "recall-0.05": 0.56, + "recall-0.1": 0.875, + "recall-0.15": 0.99, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "ear_left": { + "count": 200, + "mean": 0.033662, + "median": 0.025533, + "std": 0.027347, + "sem": 0.001939, + "min": 0.003391, + "max": 0.154758, + "recall-0.025": 0.49, + "recall-0.05": 0.81, + "recall-0.1": 0.97, + "recall-0.15": 0.995, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "ear_right": { + "count": 200, + "mean": 0.042777, + "median": 0.036639, + "std": 0.028311, + "sem": 0.002007, + "min": 0.002902, + "max": 0.141309, + "recall-0.025": 0.33, + "recall-0.05": 0.65, + "recall-0.1": 0.96, + "recall-0.15": 1.0, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "shoulder_left": { + "count": 200, + "mean": 0.020521, + "median": 0.0183, + "std": 0.011893, + "sem": 0.000843, + "min": 0.00081, + "max": 0.097607, + "recall-0.025": 0.73, + "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 + }, + "shoulder_right": { + "count": 200, + "mean": 0.025856, + "median": 0.023161, + "std": 0.014296, + "sem": 0.001013, + "min": 0.003648, + "max": 0.072677, + "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": 0.019579, + "median": 0.016139, + "std": 0.014016, + "sem": 0.000994, + "min": 0.002295, + "max": 0.111942, + "recall-0.025": 0.755, + "recall-0.05": 0.965, + "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": 0.026285, + "median": 0.018368, + "std": 0.025613, + "sem": 0.001816, + "min": 0.003188, + "max": 0.201298, + "recall-0.025": 0.655, + "recall-0.05": 0.885, + "recall-0.1": 0.975, + "recall-0.15": 0.995, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "wrist_left": { + "count": 200, + "mean": 0.02788, + "median": 0.018221, + "std": 0.028365, + "sem": 0.002011, + "min": 0.003882, + "max": 0.274821, + "recall-0.025": 0.64, + "recall-0.05": 0.88, + "recall-0.1": 0.975, + "recall-0.15": 0.995, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "wrist_right": { + "count": 199, + "mean": 0.038517, + "median": 0.024331, + "std": 0.039648, + "sem": 0.002818, + "min": 0.002988, + "max": 0.261992, + "recall-0.025": 0.52, + "recall-0.05": 0.755, + "recall-0.1": 0.915, + "recall-0.15": 0.97, + "recall-0.25": 0.99, + "recall-0.5": 0.995, + "num_labels": 200 + }, + "hip_left": { + "count": 200, + "mean": 0.032737, + "median": 0.030528, + "std": 0.016469, + "sem": 0.001167, + "min": 0.004823, + "max": 0.087908, + "recall-0.025": 0.375, + "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 + }, + "hip_right": { + "count": 200, + "mean": 0.032168, + "median": 0.029444, + "std": 0.016342, + "sem": 0.001158, + "min": 0.003833, + "max": 0.102112, + "recall-0.025": 0.38, + "recall-0.05": 0.855, + "recall-0.1": 0.995, + "recall-0.15": 1.0, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "knee_left": { + "count": 200, + "mean": 0.022831, + "median": 0.016013, + "std": 0.030019, + "sem": 0.002128, + "min": 0.002353, + "max": 0.276909, + "recall-0.025": 0.76, + "recall-0.05": 0.955, + "recall-0.1": 0.98, + "recall-0.15": 0.98, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "knee_right": { + "count": 200, + "mean": 0.023103, + "median": 0.013569, + "std": 0.030854, + "sem": 0.002187, + "min": 0.002192, + "max": 0.242915, + "recall-0.025": 0.775, + "recall-0.05": 0.925, + "recall-0.1": 0.965, + "recall-0.15": 0.985, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "ankle_left": { + "count": 200, + "mean": 0.016009, + "median": 0.011392, + "std": 0.018222, + "sem": 0.001292, + "min": 0.001555, + "max": 0.166644, + "recall-0.025": 0.87, + "recall-0.05": 0.965, + "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": 0.018312, + "median": 0.012957, + "std": 0.020473, + "sem": 0.001451, + "min": 0.001305, + "max": 0.166492, + "recall-0.025": 0.825, + "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 + }, + "foot_toe_big_left": { + "count": 200, + "mean": 0.031595, + "median": 0.023181, + "std": 0.032198, + "sem": 0.002282, + "min": 0.000993, + "max": 0.227659, + "recall-0.025": 0.56, + "recall-0.05": 0.875, + "recall-0.1": 0.945, + "recall-0.15": 0.98, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "foot_toe_small_left": { + "count": 200, + "mean": 0.028366, + "median": 0.020937, + "std": 0.028715, + "sem": 0.002036, + "min": 0.002291, + "max": 0.203664, + "recall-0.025": 0.605, + "recall-0.05": 0.92, + "recall-0.1": 0.965, + "recall-0.15": 0.975, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "foot_heel_left": { + "count": 200, + "mean": 0.025881, + "median": 0.020378, + "std": 0.025992, + "sem": 0.001843, + "min": 0.001519, + "max": 0.212482, + "recall-0.025": 0.65, + "recall-0.05": 0.905, + "recall-0.1": 0.98, + "recall-0.15": 0.99, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "foot_toe_big_right": { + "count": 200, + "mean": 0.035609, + "median": 0.022931, + "std": 0.042948, + "sem": 0.003044, + "min": 0.004154, + "max": 0.317777, + "recall-0.025": 0.55, + "recall-0.05": 0.83, + "recall-0.1": 0.945, + "recall-0.15": 0.965, + "recall-0.25": 0.99, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "foot_toe_small_right": { + "count": 200, + "mean": 0.03337, + "median": 0.024236, + "std": 0.0332, + "sem": 0.002353, + "min": 0.002626, + "max": 0.233201, + "recall-0.025": 0.525, + "recall-0.05": 0.83, + "recall-0.1": 0.965, + "recall-0.15": 0.97, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "foot_heel_right": { + "count": 200, + "mean": 0.024258, + "median": 0.017134, + "std": 0.02582, + "sem": 0.00183, + "min": 0.002575, + "max": 0.195686, + "recall-0.025": 0.715, + "recall-0.05": 0.915, + "recall-0.1": 0.97, + "recall-0.15": 0.995, + "recall-0.25": 1.0, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "face_jaw_right_1": { + "count": 200, + "mean": 0.09287, + "median": 0.083149, + "std": 0.041984, + "sem": 0.002976, + "min": 0.028419, + "max": 0.265791, + "recall-0.025": 0.0, + "recall-0.05": 0.11, + "recall-0.1": 0.65, + "recall-0.15": 0.915, + "recall-0.25": 0.995, + "recall-0.5": 1.0, + "num_labels": 200 + }, + "face_jaw_right_2": { + "count": 200, + "mean": 0.090916, + "median": 0.083915, + "std": 0.042131, + "sem": 0.002987, + "min": 0.017114, + "max": 0.302791, + "recall-0.025": 0.005, + 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