Altered OpenPose output to force interpolate
import json
import os
import random
import numpy as np
problematic_range = np.char.zfill( np.concatenate((np.arange(5,15) , np.arange(50,56))).astype(str) , 2 )
id_kpt_to_remove = []
for p in range(len(problematic_range)):
nb_kpt_to_remove = random.randint(0, 5)
id_kpt_to_remove += [[random.randint(0, 25) for n in range(nb_kpt_to_remove)]]
count = 0
for root, dirs, files in os.walk(r"./Pose2Sim/Demo/pose-2d"):
for file in files:
if any([p+'.json' in file for p in problematic_range]):
# open json file
print(file, id_kpt_to_remove[count])
with open(os.path.join(root, file), 'r+') as f:
data = json.load(f)
# remove points
for id in id_kpt_to_remove[count]:
data['people'][0]['pose_keypoints_2d'][3*id:3*id+3]=[0,0,0]
# write json file
f.seek(0)
f.truncate()
json.dump(data, f)
count+=1
if count>=len(problematic_range): count=0
This commit is contained in:
davidpagnon
parent
8e9c5dd1d6
commit
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{"version":1.3,"people":[{"person_id":[-1],"pose_keypoints_2d":[0,436.877,0.64958,557.716,421.114,0.559619,521.11,405.455,0.667622,563.126,415.905,0.0907448,489.5,400.09,0.671042,552.583,515.621,0.656663,405.259,478.912,0.6735,563.096,626.169,0.64222,310.705,578.836,0.673378,573.506,741.772,0.625887,273.958,694.501,0.719397,478.985,741.879,0.666112,394.697,726.057,0.656444,468.418,931.052,0.648119,373.761,899.513,0.655001,410.647,1083.58,0.660366,331.671,1009.94,0.64457,494.707,468.426,0.673009,557.812,352.663,0.662723,436.78,1151.83,0.668719,447.41,1141.44,0.68812,394.957,1094.06,0.641101,326.466,1062.46,0.629168,310.748,1046.79,0.626136,331.751,1020.43,0.54121],"face_keypoints_2d":[],"hand_left_keypoints_2d":[],"hand_right_keypoints_2d":[],"pose_keypoints_3d":[],"face_keypoints_3d":[],"hand_left_keypoints_3d":[],"hand_right_keypoints_3d":[]},{"person_id":[-1],"pose_keypoints_2d":[79.3336,331.777,0.486577,89.9421,326.397,0.467467,68.9618,321.228,0.478539,100.526,331.701,0.402573,58.3174,321.229,0.340862,116.148,389.619,0.556273,0,0,0,110.952,452.662,0.53313,16.2253,442.057,0.419878,68.9613,405.411,0.491132,13.6101,484.203,0.293633,89.8679,515.791,0.564367,0,0,0,68.9364,620.849,0.52831,13.5943,615.692,0.534614,63.5946,720.7,0.497951,13.5802,705.079,0.48395,79.4068,363.343,0.472561,89.8469,279.26,0.471266,58.2873,736.672,0.380329,63.7226,741.775,0.410857,68.8356,731.236,0.456748,13.6145,736.482,0.286218,13.6409,731.225,0.29906,0,0,0],"face_keypoints_2d":[],"hand_left_keypoints_2d":[],"hand_right_keypoints_2d":[],"pose_keypoints_3d":[],"face_keypoints_3d":[],"hand_left_keypoints_3d":[],"hand_right_keypoints_3d":[]}]}
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{"version": 1.3, "people": [{"person_id": [-1], "pose_keypoints_2d": [0, 436.877, 0.64958, 557.716, 421.114, 0.559619, 521.11, 405.455, 0.667622, 563.126, 415.905, 0.0907448, 489.5, 400.09, 0.671042, 552.583, 515.621, 0.656663, 405.259, 478.912, 0.6735, 563.096, 626.169, 0.64222, 310.705, 578.836, 0.673378, 573.506, 741.772, 0.625887, 273.958, 694.501, 0.719397, 478.985, 741.879, 0.666112, 394.697, 726.057, 0.656444, 468.418, 931.052, 0.648119, 373.761, 899.513, 0.655001, 410.647, 1083.58, 0.660366, 331.671, 1009.94, 0.64457, 494.707, 468.426, 0.673009, 557.812, 352.663, 0.662723, 436.78, 1151.83, 0.668719, 447.41, 1141.44, 0.68812, 394.957, 1094.06, 0.641101, 326.466, 1062.46, 0.629168, 310.748, 1046.79, 0.626136, 331.751, 1020.43, 0.54121], "face_keypoints_2d": [], "hand_left_keypoints_2d": [], "hand_right_keypoints_2d": [], "pose_keypoints_3d": [], "face_keypoints_3d": [], "hand_left_keypoints_3d": [], "hand_right_keypoints_3d": []}, {"person_id": [-1], "pose_keypoints_2d": [79.3336, 331.777, 0.486577, 89.9421, 326.397, 0.467467, 68.9618, 321.228, 0.478539, 100.526, 331.701, 0.402573, 58.3174, 321.229, 0.340862, 116.148, 389.619, 0.556273, 0, 0, 0, 110.952, 452.662, 0.53313, 16.2253, 442.057, 0.419878, 68.9613, 405.411, 0.491132, 13.6101, 484.203, 0.293633, 89.8679, 515.791, 0.564367, 0, 0, 0, 68.9364, 620.849, 0.52831, 13.5943, 615.692, 0.534614, 63.5946, 720.7, 0.497951, 13.5802, 705.079, 0.48395, 79.4068, 363.343, 0.472561, 89.8469, 279.26, 0.471266, 58.2873, 736.672, 0.380329, 63.7226, 741.775, 0.410857, 68.8356, 731.236, 0.456748, 13.6145, 736.482, 0.286218, 13.6409, 731.225, 0.29906, 0, 0, 0], "face_keypoints_2d": [], "hand_left_keypoints_2d": [], "hand_right_keypoints_2d": [], "pose_keypoints_3d": [], "face_keypoints_3d": [], "hand_left_keypoints_3d": [], "hand_right_keypoints_3d": []}]}
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{"version":1.3,"people":[{"person_id":[-1],"pose_keypoints_2d":[0,442.086,0.647621,563.122,431.595,0.627625,531.454,415.896,0.643154,578.811,426.342,0.154276,499.997,400.189,0.654497,563.082,515.824,0.688769,410.544,478.899,0.666185,568.306,636.581,0.660849,310.792,573.636,0.687107,573.592,747.057,0.639903,274.057,689.284,0.714371,484.093,752.322,0.664385,394.714,731.205,0.663362,468.395,931.105,0.651382,373.75,899.442,0.652712,410.642,1083.54,0.660735,326.566,1009.93,0.650614,500.041,473.726,0.685809,568.357,352.791,0.667551,431.661,1151.79,0.667502,447.376,1141.4,0.691023,394.929,1094.02,0.640668,326.451,1062.46,0.638307,310.713,1046.8,0.631194,331.711,1020.41,0.545382],"face_keypoints_2d":[],"hand_left_keypoints_2d":[],"hand_right_keypoints_2d":[],"pose_keypoints_3d":[],"face_keypoints_3d":[],"hand_left_keypoints_3d":[],"hand_right_keypoints_3d":[]},{"person_id":[-1],"pose_keypoints_2d":[79.3228,336.897,0.509309,89.9368,326.446,0.483698,68.9378,321.277,0.504627,100.495,331.715,0.402321,58.2809,321.257,0.381862,116.13,389.614,0.576922,0,0,0,110.971,452.658,0.553686,16.2594,442.068,0.442607,68.9564,405.484,0.508485,13.6361,478.995,0.313959,89.8527,515.776,0.587383,10.9991,515.657,0.594879,68.8812,620.841,0.545621,13.6267,615.672,0.546995,63.5935,720.719,0.519087,13.6046,705.109,0.49045,79.3374,363.377,0.482048,89.8323,279.282,0.474851,58.2818,736.72,0.393123,68.8038,741.779,0.424794,68.8482,731.223,0.47449,13.6252,736.477,0.29395,13.6594,731.227,0.30529,0,0,0],"face_keypoints_2d":[],"hand_left_keypoints_2d":[],"hand_right_keypoints_2d":[],"pose_keypoints_3d":[],"face_keypoints_3d":[],"hand_left_keypoints_3d":[],"hand_right_keypoints_3d":[]}]}
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{"version": 1.3, "people": [{"person_id": [-1], "pose_keypoints_2d": [0, 0, 0, 0, 0, 0, 531.454, 415.896, 0.643154, 578.811, 426.342, 0.154276, 499.997, 400.189, 0.654497, 563.082, 515.824, 0.688769, 410.544, 478.899, 0.666185, 0, 0, 0, 310.792, 573.636, 0.687107, 573.592, 747.057, 0.639903, 274.057, 689.284, 0.714371, 484.093, 752.322, 0.664385, 394.714, 731.205, 0.663362, 0, 0, 0, 373.75, 899.442, 0.652712, 410.642, 1083.54, 0.660735, 326.566, 1009.93, 0.650614, 500.041, 473.726, 0.685809, 0, 0, 0, 431.661, 1151.79, 0.667502, 447.376, 1141.4, 0.691023, 394.929, 1094.02, 0.640668, 326.451, 1062.46, 0.638307, 310.713, 1046.8, 0.631194, 331.711, 1020.41, 0.545382], "face_keypoints_2d": [], "hand_left_keypoints_2d": [], "hand_right_keypoints_2d": [], "pose_keypoints_3d": [], "face_keypoints_3d": [], "hand_left_keypoints_3d": [], "hand_right_keypoints_3d": []}, {"person_id": [-1], "pose_keypoints_2d": [79.3228, 336.897, 0.509309, 89.9368, 326.446, 0.483698, 68.9378, 321.277, 0.504627, 100.495, 331.715, 0.402321, 58.2809, 321.257, 0.381862, 116.13, 389.614, 0.576922, 0, 0, 0, 110.971, 452.658, 0.553686, 16.2594, 442.068, 0.442607, 68.9564, 405.484, 0.508485, 13.6361, 478.995, 0.313959, 89.8527, 515.776, 0.587383, 10.9991, 515.657, 0.594879, 68.8812, 620.841, 0.545621, 13.6267, 615.672, 0.546995, 63.5935, 720.719, 0.519087, 13.6046, 705.109, 0.49045, 79.3374, 363.377, 0.482048, 89.8323, 279.282, 0.474851, 58.2818, 736.72, 0.393123, 68.8038, 741.779, 0.424794, 68.8482, 731.223, 0.47449, 13.6252, 736.477, 0.29395, 13.6594, 731.227, 0.30529, 0, 0, 0], "face_keypoints_2d": [], "hand_left_keypoints_2d": [], "hand_right_keypoints_2d": [], "pose_keypoints_3d": [], "face_keypoints_3d": [], "hand_left_keypoints_3d": [], "hand_right_keypoints_3d": []}]}
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{"version":1.3,"people":[{"person_id":[-1],"pose_keypoints_2d":[0,442.085,0.668835,568.449,431.569,0.630959,547.322,415.913,0.630151,584.088,426.37,0.115686,510.532,400.192,0.677592,568.223,520.897,0.692112,421.137,478.837,0.659303,568.391,636.705,0.659408,315.972,568.429,0.695717,573.701,752.305,0.663371,279.124,689.145,0.701501,484.198,752.275,0.658976,394.759,731.229,0.667918,468.385,936.396,0.663782,373.751,899.474,0.657172,410.613,1083.55,0.662525,331.645,1009.96,0.650937,510.449,473.724,0.704378,573.661,352.844,0.666155,436.779,1151.83,0.674097,447.403,1141.41,0.690425,394.909,1088.85,0.64766,326.469,1062.49,0.641583,310.728,1046.82,0.631238,331.751,1020.45,0.550856],"face_keypoints_2d":[],"hand_left_keypoints_2d":[],"hand_right_keypoints_2d":[],"pose_keypoints_3d":[],"face_keypoints_3d":[],"hand_left_keypoints_3d":[],"hand_right_keypoints_3d":[]},{"person_id":[-1],"pose_keypoints_2d":[79.4157,331.755,0.4743,95.0182,321.328,0.457629,74.0559,321.195,0.466957,100.542,331.687,0.383573,58.365,321.232,0.36061,116.141,389.607,0.544612,0,0,0,110.93,452.692,0.52136,16.2094,436.984,0.40526,68.9821,405.383,0.486986,13.6299,484.222,0.283985,89.8683,515.795,0.547397,0,0,0,68.957,620.846,0.504944,13.6046,615.693,0.512323,63.6364,720.705,0.483214,13.5796,705.112,0.468832,79.4021,363.315,0.468157,89.8683,279.245,0.465571,58.3069,736.677,0.377858,68.817,741.759,0.405576,68.8607,731.223,0.446295,13.6164,736.498,0.275787,13.6453,731.235,0.287261,0,0,0],"face_keypoints_2d":[],"hand_left_keypoints_2d":[],"hand_right_keypoints_2d":[],"pose_keypoints_3d":[],"face_keypoints_3d":[],"hand_left_keypoints_3d":[],"hand_right_keypoints_3d":[]}]}
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{"version": 1.3, "people": [{"person_id": [-1], "pose_keypoints_2d": [0, 442.085, 0.668835, 568.449, 431.569, 0.630959, 547.322, 415.913, 0.630151, 584.088, 426.37, 0.115686, 510.532, 400.192, 0.677592, 568.223, 520.897, 0.692112, 421.137, 478.837, 0.659303, 568.391, 636.705, 0.659408, 315.972, 568.429, 0.695717, 573.701, 752.305, 0.663371, 279.124, 689.145, 0.701501, 484.198, 752.275, 0.658976, 394.759, 731.229, 0.667918, 468.385, 936.396, 0.663782, 373.751, 899.474, 0.657172, 410.613, 1083.55, 0.662525, 331.645, 1009.96, 0.650937, 510.449, 473.724, 0.704378, 573.661, 352.844, 0.666155, 436.779, 1151.83, 0.674097, 447.403, 1141.41, 0.690425, 394.909, 1088.85, 0.64766, 326.469, 1062.49, 0.641583, 310.728, 1046.82, 0.631238, 331.751, 1020.45, 0.550856], "face_keypoints_2d": [], "hand_left_keypoints_2d": [], "hand_right_keypoints_2d": [], "pose_keypoints_3d": [], "face_keypoints_3d": [], "hand_left_keypoints_3d": [], "hand_right_keypoints_3d": []}, {"person_id": [-1], "pose_keypoints_2d": [79.4157, 331.755, 0.4743, 95.0182, 321.328, 0.457629, 74.0559, 321.195, 0.466957, 100.542, 331.687, 0.383573, 58.365, 321.232, 0.36061, 116.141, 389.607, 0.544612, 0, 0, 0, 110.93, 452.692, 0.52136, 16.2094, 436.984, 0.40526, 68.9821, 405.383, 0.486986, 13.6299, 484.222, 0.283985, 89.8683, 515.795, 0.547397, 0, 0, 0, 68.957, 620.846, 0.504944, 13.6046, 615.693, 0.512323, 63.6364, 720.705, 0.483214, 13.5796, 705.112, 0.468832, 79.4021, 363.315, 0.468157, 89.8683, 279.245, 0.465571, 58.3069, 736.677, 0.377858, 68.817, 741.759, 0.405576, 68.8607, 731.223, 0.446295, 13.6164, 736.498, 0.275787, 13.6453, 731.235, 0.287261, 0, 0, 0], "face_keypoints_2d": [], "hand_left_keypoints_2d": [], "hand_right_keypoints_2d": [], "pose_keypoints_3d": [], "face_keypoints_3d": [], "hand_left_keypoints_3d": [], "hand_right_keypoints_3d": []}]}
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{"version":1.3,"people":[{"person_id":[-1],"pose_keypoints_2d":[0,442.15,0.692068,578.784,431.627,0.647805,562.955,421.132,0.649992,589.384,426.346,0.133487,515.798,405.292,0.671044,568.386,521.014,0.703839,431.534,478.864,0.654867,573.503,641.806,0.663933,316.095,568.201,0.700547,578.855,752.356,0.659571,284.358,673.414,0.664827,484.323,752.38,0.655214,394.789,731.211,0.671487,468.371,941.437,0.657713,368.598,899.558,0.650345,410.647,1083.56,0.659062,331.701,1009.9,0.650281,515.651,478.843,0.6987,578.92,358.056,0.649373,436.764,1151.8,0.665848,447.407,1141.39,0.687257,394.959,1088.84,0.647633,326.438,1062.44,0.639455,310.72,1046.73,0.630306,336.95,1020.39,0.550584],"face_keypoints_2d":[],"hand_left_keypoints_2d":[],"hand_right_keypoints_2d":[],"pose_keypoints_3d":[],"face_keypoints_3d":[],"hand_left_keypoints_3d":[],"hand_right_keypoints_3d":[]},{"person_id":[-1],"pose_keypoints_2d":[79.4124,331.739,0.472375,95.0079,321.325,0.45662,74.0661,321.182,0.464697,100.529,331.71,0.384685,58.3874,321.247,0.357806,116.119,389.631,0.540212,0,0,0,110.937,452.727,0.51347,16.2096,442.053,0.407611,74.0255,405.379,0.479854,13.6229,484.228,0.285829,89.8822,515.797,0.546109,0,0,0,74.0381,620.833,0.505684,13.5904,615.691,0.517288,63.6914,720.664,0.478539,13.5717,705.111,0.473004,79.4091,363.329,0.46353,89.8656,279.273,0.462443,58.3464,736.636,0.377589,68.8763,736.708,0.402479,68.8997,731.183,0.441746,13.6119,736.479,0.282001,13.6435,731.228,0.293092,0,0,0],"face_keypoints_2d":[],"hand_left_keypoints_2d":[],"hand_right_keypoints_2d":[],"pose_keypoints_3d":[],"face_keypoints_3d":[],"hand_left_keypoints_3d":[],"hand_right_keypoints_3d":[]}]}
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{"version": 1.3, "people": [{"person_id": [-1], "pose_keypoints_2d": [0, 442.15, 0.692068, 578.784, 431.627, 0.647805, 562.955, 421.132, 0.649992, 589.384, 426.346, 0.133487, 515.798, 405.292, 0.671044, 568.386, 521.014, 0.703839, 431.534, 478.864, 0.654867, 573.503, 641.806, 0.663933, 316.095, 568.201, 0.700547, 0, 0, 0, 284.358, 673.414, 0.664827, 484.323, 752.38, 0.655214, 394.789, 731.211, 0.671487, 468.371, 941.437, 0.657713, 368.598, 899.558, 0.650345, 410.647, 1083.56, 0.659062, 331.701, 1009.9, 0.650281, 0, 0, 0, 578.92, 358.056, 0.649373, 436.764, 1151.8, 0.665848, 0, 0, 0, 394.959, 1088.84, 0.647633, 0, 0, 0, 310.72, 1046.73, 0.630306, 336.95, 1020.39, 0.550584, 0, 0, 0], "face_keypoints_2d": [], "hand_left_keypoints_2d": [], "hand_right_keypoints_2d": [], "pose_keypoints_3d": [], "face_keypoints_3d": [], "hand_left_keypoints_3d": [], "hand_right_keypoints_3d": []}, {"person_id": [-1], "pose_keypoints_2d": [79.4124, 331.739, 0.472375, 95.0079, 321.325, 0.45662, 74.0661, 321.182, 0.464697, 100.529, 331.71, 0.384685, 58.3874, 321.247, 0.357806, 116.119, 389.631, 0.540212, 0, 0, 0, 110.937, 452.727, 0.51347, 16.2096, 442.053, 0.407611, 74.0255, 405.379, 0.479854, 13.6229, 484.228, 0.285829, 89.8822, 515.797, 0.546109, 0, 0, 0, 74.0381, 620.833, 0.505684, 13.5904, 615.691, 0.517288, 63.6914, 720.664, 0.478539, 13.5717, 705.111, 0.473004, 79.4091, 363.329, 0.46353, 89.8656, 279.273, 0.462443, 58.3464, 736.636, 0.377589, 68.8763, 736.708, 0.402479, 68.8997, 731.183, 0.441746, 13.6119, 736.479, 0.282001, 13.6435, 731.228, 0.293092, 0, 0, 0], "face_keypoints_2d": [], "hand_left_keypoints_2d": [], "hand_right_keypoints_2d": [], "pose_keypoints_3d": [], "face_keypoints_3d": [], "hand_left_keypoints_3d": [], "hand_right_keypoints_3d": []}]}
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@ -1 +1 @@
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{"version": 1.3, "people": [{"person_id": [-1], "pose_keypoints_2d": [0, 0, 0, 0, 0, 0, 0, 0, 0, 226.443, 689.187, 0.450125, 268.488, 636.625, 0.408687, 268.506, 778.628, 0.645843, 326.401, 620.934, 0.635367, 310.648, 925.781, 0.600634, 426.372, 520.867, 0.645939, 352.736, 999.435, 0.618741, 378.984, 452.66, 0.540743, 484.259, 878.48, 0.609247, 552.541, 783.925, 0.588167, 605.058, 999.37, 0.650505, 762.92, 820.63, 0.692935, 615.756, 1193.94, 0.670772, 941.447, 936.379, 0.667666, 279.216, 694.556, 0.629941, 194.968, 610.486, 0.589106, 0, 0, 0, 0, 0, 0, 620.877, 1220.24, 0.603951, 967.858, 931.114, 0.387336, 973.179, 941.5, 0.460971, 946.871, 946.791, 0.599575], "face_keypoints_2d": [], "hand_left_keypoints_2d": [], "hand_right_keypoints_2d": [], "pose_keypoints_3d": [], "face_keypoints_3d": [], "hand_left_keypoints_3d": [], "hand_right_keypoints_3d": []}]}
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@ -1 +1 @@
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{"version": 1.3, "people": [{"person_id": [-1], "pose_keypoints_2d": [0, 0, 0, 0, 0, 0, 0, 0, 0, 226.506, 689.093, 0.466014, 268.537, 631.418, 0.40736, 268.519, 778.538, 0.644909, 326.434, 615.744, 0.619178, 0, 0, 0, 426.394, 515.811, 0.635416, 352.725, 999.421, 0.628685, 384.3, 452.637, 0.533218, 0, 0, 0, 557.835, 783.836, 0.582126, 0, 0, 0, 762.803, 820.699, 0.678967, 615.738, 1194, 0.664532, 931.126, 941.583, 0.677005, 279.262, 694.492, 0.629418, 195.003, 610.469, 0.590535, 647.296, 1199.15, 0.438584, 636.711, 1199.21, 0.435828, 620.873, 1225.42, 0.605271, 952.113, 946.862, 0.377948, 962.56, 946.886, 0.443304, 946.779, 946.88, 0.59515], "face_keypoints_2d": [], "hand_left_keypoints_2d": [], "hand_right_keypoints_2d": [], "pose_keypoints_3d": [], "face_keypoints_3d": [], "hand_left_keypoints_3d": [], "hand_right_keypoints_3d": []}]}
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@ -1 +1 @@
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|
||||
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Reference in New Issue
Block a user