# Copyright (c) Meta Platforms, Inc. and affiliates. # All rights reserved. # # This source code is licensed under the license found in the # LICENSE file in the root directory of this source tree. coco_wholebody_info = dict( dataset_name="coco_wholebody", paper_info=dict( author="Jin, Sheng and Xu, Lumin and Xu, Jin and " "Wang, Can and Liu, Wentao and " "Qian, Chen and Ouyang, Wanli and Luo, Ping", title="Whole-Body Human Pose Estimation in the Wild", container="Proceedings of the European Conference on Computer Vision (ECCV)", year="2020", homepage="https://github.com/jin-s13/COCO-WholeBody/", ), keypoint_info={ 0: dict(name="nose", id=0, color=[51, 153, 255], type="upper", swap=""), 1: dict( name="left_eye", id=1, color=[51, 153, 255], type="upper", swap="right_eye" ), 2: dict( name="right_eye", id=2, color=[51, 153, 255], type="upper", swap="left_eye" ), 3: dict( name="left_ear", id=3, color=[51, 153, 255], type="upper", swap="right_ear" ), 4: dict( name="right_ear", id=4, color=[51, 153, 255], type="upper", swap="left_ear" ), 5: dict( name="left_shoulder", id=5, color=[0, 255, 0], type="upper", swap="right_shoulder", ), 6: dict( name="right_shoulder", id=6, color=[255, 128, 0], type="upper", swap="left_shoulder", ), 7: dict( name="left_elbow", id=7, color=[0, 255, 0], type="upper", swap="right_elbow" ), 8: dict( name="right_elbow", id=8, color=[255, 128, 0], type="upper", swap="left_elbow", ), 9: dict( name="left_wrist", id=9, color=[0, 255, 0], type="upper", swap="right_wrist" ), 10: dict( name="right_wrist", id=10, color=[255, 128, 0], type="upper", swap="left_wrist", ), 11: dict( name="left_hip", id=11, color=[0, 255, 0], type="lower", swap="right_hip" ), 12: dict( name="right_hip", id=12, color=[255, 128, 0], type="lower", swap="left_hip" ), 13: dict( name="left_knee", id=13, color=[0, 255, 0], type="lower", swap="right_knee" ), 14: dict( name="right_knee", id=14, color=[255, 128, 0], type="lower", swap="left_knee", ), 15: dict( name="left_ankle", id=15, color=[0, 255, 0], type="lower", swap="right_ankle", ), 16: dict( name="right_ankle", id=16, color=[255, 128, 0], type="lower", swap="left_ankle", ), 17: dict( name="left_big_toe", id=17, color=[255, 128, 0], type="lower", swap="right_big_toe", ), 18: dict( name="left_small_toe", id=18, color=[255, 128, 0], type="lower", swap="right_small_toe", ), 19: dict( name="left_heel", id=19, color=[255, 128, 0], type="lower", swap="right_heel", ), 20: dict( name="right_big_toe", id=20, color=[255, 128, 0], type="lower", swap="left_big_toe", ), 21: dict( name="right_small_toe", id=21, color=[255, 128, 0], type="lower", swap="left_small_toe", ), 22: dict( name="right_heel", id=22, color=[255, 128, 0], type="lower", swap="left_heel", ), 23: dict(name="face-0", id=23, color=[255, 255, 255], type="", swap="face-16"), 24: dict(name="face-1", id=24, color=[255, 255, 255], type="", swap="face-15"), 25: dict(name="face-2", id=25, color=[255, 255, 255], type="", swap="face-14"), 26: dict(name="face-3", id=26, color=[255, 255, 255], type="", swap="face-13"), 27: dict(name="face-4", id=27, color=[255, 255, 255], type="", swap="face-12"), 28: dict(name="face-5", id=28, color=[255, 255, 255], type="", swap="face-11"), 29: dict(name="face-6", id=29, color=[255, 255, 255], type="", swap="face-10"), 30: dict(name="face-7", id=30, color=[255, 255, 255], type="", swap="face-9"), 31: dict(name="face-8", id=31, color=[255, 255, 255], type="", swap=""), 32: dict(name="face-9", id=32, color=[255, 255, 255], type="", swap="face-7"), 33: dict(name="face-10", id=33, color=[255, 255, 255], type="", swap="face-6"), 34: dict(name="face-11", id=34, color=[255, 255, 255], type="", swap="face-5"), 35: dict(name="face-12", id=35, color=[255, 255, 255], type="", swap="face-4"), 36: dict(name="face-13", id=36, color=[255, 255, 255], type="", swap="face-3"), 37: dict(name="face-14", id=37, color=[255, 255, 255], type="", swap="face-2"), 38: dict(name="face-15", id=38, color=[255, 255, 255], type="", swap="face-1"), 39: dict(name="face-16", id=39, color=[255, 255, 255], type="", swap="face-0"), 40: dict(name="face-17", id=40, color=[255, 255, 255], type="", swap="face-26"), 41: dict(name="face-18", id=41, color=[255, 255, 255], type="", swap="face-25"), 42: dict(name="face-19", id=42, color=[255, 255, 255], type="", swap="face-24"), 43: dict(name="face-20", id=43, color=[255, 255, 255], type="", swap="face-23"), 44: dict(name="face-21", id=44, color=[255, 255, 255], type="", swap="face-22"), 45: dict(name="face-22", id=45, color=[255, 255, 255], type="", swap="face-21"), 46: dict(name="face-23", id=46, color=[255, 255, 255], type="", swap="face-20"), 47: dict(name="face-24", id=47, color=[255, 255, 255], type="", swap="face-19"), 48: dict(name="face-25", id=48, color=[255, 255, 255], type="", swap="face-18"), 49: dict(name="face-26", id=49, color=[255, 255, 255], type="", swap="face-17"), 50: dict(name="face-27", id=50, color=[255, 255, 255], type="", swap=""), 51: dict(name="face-28", id=51, color=[255, 255, 255], type="", swap=""), 52: dict(name="face-29", id=52, color=[255, 255, 255], type="", swap=""), 53: dict(name="face-30", id=53, color=[255, 255, 255], type="", swap=""), 54: dict(name="face-31", id=54, color=[255, 255, 255], type="", swap="face-35"), 55: dict(name="face-32", id=55, color=[255, 255, 255], type="", swap="face-34"), 56: dict(name="face-33", id=56, color=[255, 255, 255], type="", swap=""), 57: dict(name="face-34", id=57, color=[255, 255, 255], type="", swap="face-32"), 58: dict(name="face-35", id=58, color=[255, 255, 255], type="", swap="face-31"), 59: dict(name="face-36", id=59, color=[255, 255, 255], type="", swap="face-45"), 60: dict(name="face-37", id=60, color=[255, 255, 255], type="", swap="face-44"), 61: dict(name="face-38", id=61, color=[255, 255, 255], type="", swap="face-43"), 62: dict(name="face-39", id=62, color=[255, 255, 255], type="", swap="face-42"), 63: dict(name="face-40", id=63, color=[255, 255, 255], type="", swap="face-47"), 64: dict(name="face-41", id=64, color=[255, 255, 255], type="", swap="face-46"), 65: dict(name="face-42", id=65, color=[255, 255, 255], type="", swap="face-39"), 66: dict(name="face-43", id=66, color=[255, 255, 255], type="", swap="face-38"), 67: dict(name="face-44", id=67, color=[255, 255, 255], type="", swap="face-37"), 68: dict(name="face-45", id=68, color=[255, 255, 255], type="", swap="face-36"), 69: dict(name="face-46", id=69, color=[255, 255, 255], type="", swap="face-41"), 70: dict(name="face-47", id=70, color=[255, 255, 255], type="", swap="face-40"), 71: dict(name="face-48", id=71, color=[255, 255, 255], type="", swap="face-54"), 72: dict(name="face-49", id=72, color=[255, 255, 255], type="", swap="face-53"), 73: dict(name="face-50", id=73, color=[255, 255, 255], type="", swap="face-52"), 74: dict(name="face-51", id=74, color=[255, 255, 255], type="", swap=""), 75: dict(name="face-52", id=75, color=[255, 255, 255], type="", swap="face-50"), 76: dict(name="face-53", id=76, color=[255, 255, 255], type="", swap="face-49"), 77: dict(name="face-54", id=77, color=[255, 255, 255], type="", swap="face-48"), 78: dict(name="face-55", id=78, color=[255, 255, 255], type="", swap="face-59"), 79: dict(name="face-56", id=79, color=[255, 255, 255], type="", swap="face-58"), 80: dict(name="face-57", id=80, color=[255, 255, 255], type="", swap=""), 81: dict(name="face-58", id=81, color=[255, 255, 255], type="", swap="face-56"), 82: dict(name="face-59", id=82, color=[255, 255, 255], type="", swap="face-55"), 83: dict(name="face-60", id=83, color=[255, 255, 255], type="", swap="face-64"), 84: dict(name="face-61", id=84, color=[255, 255, 255], type="", swap="face-63"), 85: dict(name="face-62", id=85, color=[255, 255, 255], type="", swap=""), 86: dict(name="face-63", id=86, color=[255, 255, 255], type="", swap="face-61"), 87: dict(name="face-64", id=87, color=[255, 255, 255], type="", swap="face-60"), 88: dict(name="face-65", id=88, color=[255, 255, 255], type="", swap="face-67"), 89: dict(name="face-66", id=89, color=[255, 255, 255], type="", swap=""), 90: dict(name="face-67", id=90, color=[255, 255, 255], type="", swap="face-65"), 91: dict( name="left_hand_root", id=91, color=[255, 255, 255], type="", swap="right_hand_root", ), 92: dict( name="left_thumb1", id=92, color=[255, 128, 0], type="", swap="right_thumb1" ), 93: dict( name="left_thumb2", id=93, color=[255, 128, 0], type="", swap="right_thumb2" ), 94: dict( name="left_thumb3", id=94, color=[255, 128, 0], type="", swap="right_thumb3" ), 95: dict( name="left_thumb4", id=95, color=[255, 128, 0], type="", swap="right_thumb4" ), 96: dict( name="left_forefinger1", id=96, color=[255, 153, 255], type="", swap="right_forefinger1", ), 97: dict( name="left_forefinger2", id=97, color=[255, 153, 255], type="", swap="right_forefinger2", ), 98: dict( name="left_forefinger3", id=98, color=[255, 153, 255], type="", swap="right_forefinger3", ), 99: dict( name="left_forefinger4", id=99, color=[255, 153, 255], type="", swap="right_forefinger4", ), 100: dict( name="left_middle_finger1", id=100, color=[102, 178, 255], type="", swap="right_middle_finger1", ), 101: dict( name="left_middle_finger2", id=101, color=[102, 178, 255], type="", swap="right_middle_finger2", ), 102: dict( name="left_middle_finger3", id=102, color=[102, 178, 255], type="", swap="right_middle_finger3", ), 103: dict( name="left_middle_finger4", id=103, color=[102, 178, 255], type="", swap="right_middle_finger4", ), 104: dict( name="left_ring_finger1", id=104, color=[255, 51, 51], type="", swap="right_ring_finger1", ), 105: dict( name="left_ring_finger2", id=105, color=[255, 51, 51], type="", swap="right_ring_finger2", ), 106: dict( name="left_ring_finger3", id=106, color=[255, 51, 51], type="", swap="right_ring_finger3", ), 107: dict( name="left_ring_finger4", id=107, color=[255, 51, 51], type="", swap="right_ring_finger4", ), 108: dict( name="left_pinky_finger1", id=108, color=[0, 255, 0], type="", swap="right_pinky_finger1", ), 109: dict( name="left_pinky_finger2", id=109, color=[0, 255, 0], type="", swap="right_pinky_finger2", ), 110: dict( name="left_pinky_finger3", id=110, color=[0, 255, 0], type="", swap="right_pinky_finger3", ), 111: dict( name="left_pinky_finger4", id=111, color=[0, 255, 0], type="", swap="right_pinky_finger4", ), 112: dict( name="right_hand_root", id=112, color=[255, 255, 255], type="", swap="left_hand_root", ), 113: dict( name="right_thumb1", id=113, color=[255, 128, 0], type="", swap="left_thumb1", ), 114: dict( name="right_thumb2", id=114, color=[255, 128, 0], type="", swap="left_thumb2", ), 115: dict( name="right_thumb3", id=115, color=[255, 128, 0], type="", swap="left_thumb3", ), 116: dict( name="right_thumb4", id=116, color=[255, 128, 0], type="", swap="left_thumb4", ), 117: dict( name="right_forefinger1", id=117, color=[255, 153, 255], type="", swap="left_forefinger1", ), 118: dict( name="right_forefinger2", id=118, color=[255, 153, 255], type="", swap="left_forefinger2", ), 119: dict( name="right_forefinger3", id=119, color=[255, 153, 255], type="", swap="left_forefinger3", ), 120: dict( name="right_forefinger4", id=120, color=[255, 153, 255], type="", swap="left_forefinger4", ), 121: dict( name="right_middle_finger1", id=121, color=[102, 178, 255], type="", swap="left_middle_finger1", ), 122: dict( name="right_middle_finger2", id=122, color=[102, 178, 255], type="", swap="left_middle_finger2", ), 123: dict( name="right_middle_finger3", id=123, color=[102, 178, 255], type="", swap="left_middle_finger3", ), 124: dict( name="right_middle_finger4", id=124, color=[102, 178, 255], type="", swap="left_middle_finger4", ), 125: dict( name="right_ring_finger1", id=125, color=[255, 51, 51], type="", swap="left_ring_finger1", ), 126: dict( name="right_ring_finger2", id=126, color=[255, 51, 51], type="", swap="left_ring_finger2", ), 127: dict( name="right_ring_finger3", id=127, color=[255, 51, 51], type="", swap="left_ring_finger3", ), 128: dict( name="right_ring_finger4", id=128, color=[255, 51, 51], type="", swap="left_ring_finger4", ), 129: dict( name="right_pinky_finger1", id=129, color=[0, 255, 0], type="", swap="left_pinky_finger1", ), 130: dict( name="right_pinky_finger2", id=130, color=[0, 255, 0], type="", swap="left_pinky_finger2", ), 131: dict( name="right_pinky_finger3", id=131, color=[0, 255, 0], type="", swap="left_pinky_finger3", ), 132: dict( name="right_pinky_finger4", id=132, color=[0, 255, 0], type="", swap="left_pinky_finger4", ), }, skeleton_info={ 0: dict(link=("left_ankle", "left_knee"), id=0, color=[0, 255, 0]), 1: dict(link=("left_knee", "left_hip"), id=1, color=[0, 255, 0]), 2: dict(link=("right_ankle", "right_knee"), id=2, color=[255, 128, 0]), 3: dict(link=("right_knee", "right_hip"), id=3, color=[255, 128, 0]), 4: dict(link=("left_hip", "right_hip"), id=4, color=[51, 153, 255]), 5: dict(link=("left_shoulder", "left_hip"), id=5, color=[51, 153, 255]), 6: dict(link=("right_shoulder", "right_hip"), id=6, color=[51, 153, 255]), 7: dict(link=("left_shoulder", "right_shoulder"), id=7, color=[51, 153, 255]), 8: dict(link=("left_shoulder", "left_elbow"), id=8, color=[0, 255, 0]), 9: dict(link=("right_shoulder", "right_elbow"), id=9, color=[255, 128, 0]), 10: dict(link=("left_elbow", "left_wrist"), id=10, color=[0, 255, 0]), 11: dict(link=("right_elbow", "right_wrist"), id=11, color=[255, 128, 0]), 12: dict(link=("left_eye", "right_eye"), id=12, color=[51, 153, 255]), 13: dict(link=("nose", "left_eye"), id=13, color=[51, 153, 255]), 14: dict(link=("nose", "right_eye"), id=14, color=[51, 153, 255]), 15: dict(link=("left_eye", "left_ear"), id=15, color=[51, 153, 255]), 16: dict(link=("right_eye", "right_ear"), id=16, color=[51, 153, 255]), 17: dict(link=("left_ear", "left_shoulder"), id=17, color=[51, 153, 255]), 18: dict(link=("right_ear", "right_shoulder"), id=18, color=[51, 153, 255]), 19: dict(link=("left_ankle", "left_big_toe"), id=19, color=[0, 255, 0]), 20: dict(link=("left_ankle", "left_small_toe"), id=20, color=[0, 255, 0]), 21: dict(link=("left_ankle", "left_heel"), id=21, color=[0, 255, 0]), 22: dict(link=("right_ankle", "right_big_toe"), id=22, color=[255, 128, 0]), 23: dict(link=("right_ankle", "right_small_toe"), id=23, color=[255, 128, 0]), 24: dict(link=("right_ankle", "right_heel"), id=24, color=[255, 128, 0]), 25: dict(link=("left_hand_root", "left_thumb1"), id=25, color=[255, 128, 0]), 26: dict(link=("left_thumb1", "left_thumb2"), id=26, color=[255, 128, 0]), 27: dict(link=("left_thumb2", "left_thumb3"), id=27, color=[255, 128, 0]), 28: dict(link=("left_thumb3", "left_thumb4"), id=28, color=[255, 128, 0]), 29: dict( link=("left_hand_root", "left_forefinger1"), id=29, color=[255, 153, 255] ), 30: dict( link=("left_forefinger1", "left_forefinger2"), id=30, color=[255, 153, 255] ), 31: dict( link=("left_forefinger2", "left_forefinger3"), id=31, color=[255, 153, 255] ), 32: dict( link=("left_forefinger3", "left_forefinger4"), id=32, color=[255, 153, 255] ), 33: dict( link=("left_hand_root", "left_middle_finger1"), id=33, color=[102, 178, 255] ), 34: dict( link=("left_middle_finger1", "left_middle_finger2"), id=34, color=[102, 178, 255], ), 35: dict( link=("left_middle_finger2", "left_middle_finger3"), id=35, color=[102, 178, 255], ), 36: dict( link=("left_middle_finger3", "left_middle_finger4"), id=36, color=[102, 178, 255], ), 37: dict( link=("left_hand_root", "left_ring_finger1"), id=37, color=[255, 51, 51] ), 38: dict( link=("left_ring_finger1", "left_ring_finger2"), id=38, color=[255, 51, 51] ), 39: dict( link=("left_ring_finger2", "left_ring_finger3"), id=39, color=[255, 51, 51] ), 40: dict( link=("left_ring_finger3", "left_ring_finger4"), id=40, color=[255, 51, 51] ), 41: dict( link=("left_hand_root", "left_pinky_finger1"), id=41, color=[0, 255, 0] ), 42: dict( link=("left_pinky_finger1", "left_pinky_finger2"), id=42, color=[0, 255, 0] ), 43: dict( link=("left_pinky_finger2", "left_pinky_finger3"), id=43, color=[0, 255, 0] ), 44: dict( link=("left_pinky_finger3", "left_pinky_finger4"), id=44, color=[0, 255, 0] ), 45: dict(link=("right_hand_root", "right_thumb1"), id=45, color=[255, 128, 0]), 46: dict(link=("right_thumb1", "right_thumb2"), id=46, color=[255, 128, 0]), 47: dict(link=("right_thumb2", "right_thumb3"), id=47, color=[255, 128, 0]), 48: dict(link=("right_thumb3", "right_thumb4"), id=48, color=[255, 128, 0]), 49: dict( link=("right_hand_root", "right_forefinger1"), id=49, color=[255, 153, 255] ), 50: dict( link=("right_forefinger1", "right_forefinger2"), id=50, color=[255, 153, 255], ), 51: dict( link=("right_forefinger2", "right_forefinger3"), id=51, color=[255, 153, 255], ), 52: dict( link=("right_forefinger3", "right_forefinger4"), id=52, color=[255, 153, 255], ), 53: dict( link=("right_hand_root", "right_middle_finger1"), id=53, color=[102, 178, 255], ), 54: dict( link=("right_middle_finger1", "right_middle_finger2"), id=54, color=[102, 178, 255], ), 55: dict( link=("right_middle_finger2", "right_middle_finger3"), id=55, color=[102, 178, 255], ), 56: dict( link=("right_middle_finger3", "right_middle_finger4"), id=56, color=[102, 178, 255], ), 57: dict( link=("right_hand_root", "right_ring_finger1"), id=57, color=[255, 51, 51] ), 58: dict( link=("right_ring_finger1", "right_ring_finger2"), id=58, color=[255, 51, 51], ), 59: dict( link=("right_ring_finger2", "right_ring_finger3"), id=59, color=[255, 51, 51], ), 60: dict( link=("right_ring_finger3", "right_ring_finger4"), id=60, color=[255, 51, 51], ), 61: dict( link=("right_hand_root", "right_pinky_finger1"), id=61, color=[0, 255, 0] ), 62: dict( link=("right_pinky_finger1", "right_pinky_finger2"), id=62, color=[0, 255, 0], ), 63: dict( link=("right_pinky_finger2", "right_pinky_finger3"), id=63, color=[0, 255, 0], ), 64: dict( link=("right_pinky_finger3", "right_pinky_finger4"), id=64, color=[0, 255, 0], ), }, joint_weights=[1.0] * 133, # 'https://github.com/jin-s13/COCO-WholeBody/blob/master/' # 'evaluation/myeval_wholebody.py#L175' sigmas=[ 0.026, 0.025, 0.025, 0.035, 0.035, 0.079, 0.079, 0.072, 0.072, 0.062, 0.062, 0.107, 0.107, 0.087, 0.087, 0.089, 0.089, 0.068, 0.066, 0.066, 0.092, 0.094, 0.094, 0.042, 0.043, 0.044, 0.043, 0.040, 0.035, 0.031, 0.025, 0.020, 0.023, 0.029, 0.032, 0.037, 0.038, 0.043, 0.041, 0.045, 0.013, 0.012, 0.011, 0.011, 0.012, 0.012, 0.011, 0.011, 0.013, 0.015, 0.009, 0.007, 0.007, 0.007, 0.012, 0.009, 0.008, 0.016, 0.010, 0.017, 0.011, 0.009, 0.011, 0.009, 0.007, 0.013, 0.008, 0.011, 0.012, 0.010, 0.034, 0.008, 0.008, 0.009, 0.008, 0.008, 0.007, 0.010, 0.008, 0.009, 0.009, 0.009, 0.007, 0.007, 0.008, 0.011, 0.008, 0.008, 0.008, 0.01, 0.008, 0.029, 0.022, 0.035, 0.037, 0.047, 0.026, 0.025, 0.024, 0.035, 0.018, 0.024, 0.022, 0.026, 0.017, 0.021, 0.021, 0.032, 0.02, 0.019, 0.022, 0.031, 0.029, 0.022, 0.035, 0.037, 0.047, 0.026, 0.025, 0.024, 0.035, 0.018, 0.024, 0.022, 0.026, 0.017, 0.021, 0.021, 0.032, 0.02, 0.019, 0.022, 0.031, ], ) dataset_info = dict( dataset_name="goliath", min_visible_keypoints=8, image_height=4096, image_width=2668, original_keypoint_info={ 0: "nose", 1: "left_eye", 2: "right_eye", 3: "left_ear", 4: "right_ear", 5: "left_shoulder", 6: "right_shoulder", 7: "left_elbow", 8: "right_elbow", 9: "left_hip", 10: "right_hip", 11: "left_knee", 12: "right_knee", 13: "left_ankle", 14: "right_ankle", 15: "left_big_toe_tip", 16: "left_small_toe_tip", 17: "left_heel", 18: "right_big_toe_tip", 19: "right_small_toe_tip", 20: "right_heel", 21: "right_thumb_tip", 22: "right_thumb_first_joint", 23: "right_thumb_second_joint", 24: "right_thumb_third_joint", 25: "right_index_tip", 26: "right_index_first_joint", 27: "right_index_second_joint", 28: "right_index_third_joint", 29: "right_middle_tip", 30: "right_middle_first_joint", 31: "right_middle_second_joint", 32: "right_middle_third_joint", 33: "right_ring_tip", 34: "right_ring_first_joint", 35: "right_ring_second_joint", 36: "right_ring_third_joint", 37: "right_pinky_tip", 38: "right_pinky_first_joint", 39: "right_pinky_second_joint", 40: "right_pinky_third_joint", 41: "right_wrist", 42: "left_thumb_tip", 43: "left_thumb_first_joint", 44: "left_thumb_second_joint", 45: "left_thumb_third_joint", 46: "left_index_tip", 47: "left_index_first_joint", 48: "left_index_second_joint", 49: "left_index_third_joint", 50: "left_middle_tip", 51: "left_middle_first_joint", 52: "left_middle_second_joint", 53: "left_middle_third_joint", 54: "left_ring_tip", 55: "left_ring_first_joint", 56: "left_ring_second_joint", 57: "left_ring_third_joint", 58: "left_pinky_tip", 59: "left_pinky_first_joint", 60: "left_pinky_second_joint", 61: "left_pinky_third_joint", 62: "left_wrist", 63: "left_olecranon", 64: "right_olecranon", 65: "left_cubital_fossa", 66: "right_cubital_fossa", 67: "left_acromion", 68: "right_acromion", 69: "neck", 70: "center_of_glabella", 71: "center_of_nose_root", 72: "tip_of_nose_bridge", 73: "midpoint_1_of_nose_bridge", 74: "midpoint_2_of_nose_bridge", 75: "midpoint_3_of_nose_bridge", 76: "center_of_labiomental_groove", 77: "tip_of_chin", 78: "upper_startpoint_of_r_eyebrow", 79: "lower_startpoint_of_r_eyebrow", 80: "end_of_r_eyebrow", 81: "upper_midpoint_1_of_r_eyebrow", 82: "lower_midpoint_1_of_r_eyebrow", 83: "upper_midpoint_2_of_r_eyebrow", 84: "upper_midpoint_3_of_r_eyebrow", 85: "lower_midpoint_2_of_r_eyebrow", 86: "lower_midpoint_3_of_r_eyebrow", 87: "upper_startpoint_of_l_eyebrow", 88: "lower_startpoint_of_l_eyebrow", 89: "end_of_l_eyebrow", 90: "upper_midpoint_1_of_l_eyebrow", 91: "lower_midpoint_1_of_l_eyebrow", 92: "upper_midpoint_2_of_l_eyebrow", 93: "upper_midpoint_3_of_l_eyebrow", 94: "lower_midpoint_2_of_l_eyebrow", 95: "lower_midpoint_3_of_l_eyebrow", 96: "l_inner_end_of_upper_lash_line", 97: "l_outer_end_of_upper_lash_line", 98: "l_centerpoint_of_upper_lash_line", 99: "l_midpoint_2_of_upper_lash_line", 100: "l_midpoint_1_of_upper_lash_line", 101: "l_midpoint_6_of_upper_lash_line", 102: "l_midpoint_5_of_upper_lash_line", 103: "l_midpoint_4_of_upper_lash_line", 104: "l_midpoint_3_of_upper_lash_line", 105: "l_outer_end_of_upper_eyelid_line", 106: "l_midpoint_6_of_upper_eyelid_line", 107: "l_midpoint_2_of_upper_eyelid_line", 108: "l_midpoint_5_of_upper_eyelid_line", 109: "l_centerpoint_of_upper_eyelid_line", 110: "l_midpoint_4_of_upper_eyelid_line", 111: "l_midpoint_1_of_upper_eyelid_line", 112: "l_midpoint_3_of_upper_eyelid_line", 113: "l_midpoint_6_of_upper_crease_line", 114: "l_midpoint_2_of_upper_crease_line", 115: "l_midpoint_5_of_upper_crease_line", 116: "l_centerpoint_of_upper_crease_line", 117: "l_midpoint_4_of_upper_crease_line", 118: "l_midpoint_1_of_upper_crease_line", 119: "l_midpoint_3_of_upper_crease_line", 120: "r_inner_end_of_upper_lash_line", 121: "r_outer_end_of_upper_lash_line", 122: "r_centerpoint_of_upper_lash_line", 123: "r_midpoint_1_of_upper_lash_line", 124: "r_midpoint_2_of_upper_lash_line", 125: "r_midpoint_3_of_upper_lash_line", 126: "r_midpoint_4_of_upper_lash_line", 127: "r_midpoint_5_of_upper_lash_line", 128: "r_midpoint_6_of_upper_lash_line", 129: "r_outer_end_of_upper_eyelid_line", 130: "r_midpoint_3_of_upper_eyelid_line", 131: "r_midpoint_1_of_upper_eyelid_line", 132: "r_midpoint_4_of_upper_eyelid_line", 133: "r_centerpoint_of_upper_eyelid_line", 134: "r_midpoint_5_of_upper_eyelid_line", 135: "r_midpoint_2_of_upper_eyelid_line", 136: "r_midpoint_6_of_upper_eyelid_line", 137: "r_midpoint_3_of_upper_crease_line", 138: "r_midpoint_1_of_upper_crease_line", 139: "r_midpoint_4_of_upper_crease_line", 140: "r_centerpoint_of_upper_crease_line", 141: "r_midpoint_5_of_upper_crease_line", 142: "r_midpoint_2_of_upper_crease_line", 143: "r_midpoint_6_of_upper_crease_line", 144: "l_inner_end_of_lower_lash_line", 145: "l_outer_end_of_lower_lash_line", 146: "l_centerpoint_of_lower_lash_line", 147: "l_midpoint_2_of_lower_lash_line", 148: "l_midpoint_1_of_lower_lash_line", 149: "l_midpoint_6_of_lower_lash_line", 150: "l_midpoint_5_of_lower_lash_line", 151: "l_midpoint_4_of_lower_lash_line", 152: "l_midpoint_3_of_lower_lash_line", 153: "l_outer_end_of_lower_eyelid_line", 154: "l_midpoint_6_of_lower_eyelid_line", 155: "l_midpoint_2_of_lower_eyelid_line", 156: "l_midpoint_5_of_lower_eyelid_line", 157: "l_centerpoint_of_lower_eyelid_line", 158: "l_midpoint_4_of_lower_eyelid_line", 159: "l_midpoint_1_of_lower_eyelid_line", 160: "l_midpoint_3_of_lower_eyelid_line", 161: "r_inner_end_of_lower_lash_line", 162: "r_outer_end_of_lower_lash_line", 163: "r_centerpoint_of_lower_lash_line", 164: "r_midpoint_1_of_lower_lash_line", 165: "r_midpoint_2_of_lower_lash_line", 166: "r_midpoint_3_of_lower_lash_line", 167: "r_midpoint_4_of_lower_lash_line", 168: "r_midpoint_5_of_lower_lash_line", 169: "r_midpoint_6_of_lower_lash_line", 170: "r_outer_end_of_lower_eyelid_line", 171: "r_midpoint_3_of_lower_eyelid_line", 172: "r_midpoint_1_of_lower_eyelid_line", 173: "r_midpoint_4_of_lower_eyelid_line", 174: "r_centerpoint_of_lower_eyelid_line", 175: "r_midpoint_5_of_lower_eyelid_line", 176: "r_midpoint_2_of_lower_eyelid_line", 177: "r_midpoint_6_of_lower_eyelid_line", 178: "tip_of_nose", 179: "bottom_center_of_nose", 180: "r_outer_corner_of_nose", 181: "l_outer_corner_of_nose", 182: "inner_corner_of_r_nostril", 183: "outer_corner_of_r_nostril", 184: "upper_corner_of_r_nostril", 185: "inner_corner_of_l_nostril", 186: "outer_corner_of_l_nostril", 187: "upper_corner_of_l_nostril", 188: "r_outer_corner_of_mouth", 189: "l_outer_corner_of_mouth", 190: "center_of_cupid_bow", 191: "center_of_lower_outer_lip", 192: "midpoint_1_of_upper_outer_lip", 193: "midpoint_2_of_upper_outer_lip", 194: "midpoint_1_of_lower_outer_lip", 195: "midpoint_2_of_lower_outer_lip", 196: "midpoint_3_of_upper_outer_lip", 197: "midpoint_4_of_upper_outer_lip", 198: "midpoint_5_of_upper_outer_lip", 199: "midpoint_6_of_upper_outer_lip", 200: "midpoint_3_of_lower_outer_lip", 201: "midpoint_4_of_lower_outer_lip", 202: "midpoint_5_of_lower_outer_lip", 203: "midpoint_6_of_lower_outer_lip", 204: "r_inner_corner_of_mouth", 205: "l_inner_corner_of_mouth", 206: "center_of_upper_inner_lip", 207: "center_of_lower_inner_lip", 208: "midpoint_1_of_upper_inner_lip", 209: "midpoint_2_of_upper_inner_lip", 210: "midpoint_1_of_lower_inner_lip", 211: "midpoint_2_of_lower_inner_lip", 212: "midpoint_3_of_upper_inner_lip", 213: "midpoint_4_of_upper_inner_lip", 214: "midpoint_5_of_upper_inner_lip", 215: "midpoint_6_of_upper_inner_lip", 216: "midpoint_3_of_lower_inner_lip", 217: "midpoint_4_of_lower_inner_lip", 218: "midpoint_5_of_lower_inner_lip", 219: "midpoint_6_of_lower_inner_lip", 220: "teeth", 221: "teeth", 222: "teeth", 223: "teeth", 224: "teeth", 225: "teeth", 226: "teeth", 227: "teeth", 228: "teeth", 229: "teeth", 230: "teeth", 231: "teeth", 232: "teeth", 233: "teeth", 234: "teeth", 235: "teeth", 236: "teeth", 237: "teeth", 238: "teeth", 239: "teeth", 240: "teeth", 241: "teeth", 242: "teeth", 243: "teeth", 244: "teeth", 245: "teeth", 246: "teeth", 247: "teeth", 248: "teeth", 249: "teeth", 250: "teeth", 251: "teeth", 252: "teeth", 253: "teeth", 254: "teeth", 255: "teeth", 256: "l_top_end_of_inferior_crus", 257: "l_top_end_of_superior_crus", 258: "l_start_of_antihelix", 259: "l_end_of_antihelix", 260: "l_midpoint_1_of_antihelix", 261: "l_midpoint_1_of_inferior_crus", 262: "l_midpoint_2_of_antihelix", 263: "l_midpoint_3_of_antihelix", 264: "l_point_1_of_inner_helix", 265: "l_point_2_of_inner_helix", 266: "l_point_3_of_inner_helix", 267: "l_point_4_of_inner_helix", 268: "l_point_5_of_inner_helix", 269: "l_point_6_of_inner_helix", 270: "l_point_7_of_inner_helix", 271: "l_highest_point_of_antitragus", 272: "l_bottom_point_of_tragus", 273: "l_protruding_point_of_tragus", 274: "l_top_point_of_tragus", 275: "l_start_point_of_crus_of_helix", 276: "l_deepest_point_of_concha", 277: "l_tip_of_ear_lobe", 278: "l_midpoint_between_22_15", 279: "l_bottom_connecting_point_of_ear_lobe", 280: "l_top_connecting_point_of_helix", 281: "l_point_8_of_inner_helix", 282: "r_top_end_of_inferior_crus", 283: "r_top_end_of_superior_crus", 284: "r_start_of_antihelix", 285: "r_end_of_antihelix", 286: "r_midpoint_1_of_antihelix", 287: "r_midpoint_1_of_inferior_crus", 288: "r_midpoint_2_of_antihelix", 289: "r_midpoint_3_of_antihelix", 290: "r_point_1_of_inner_helix", 291: "r_point_8_of_inner_helix", 292: "r_point_3_of_inner_helix", 293: "r_point_4_of_inner_helix", 294: "r_point_5_of_inner_helix", 295: "r_point_6_of_inner_helix", 296: "r_point_7_of_inner_helix", 297: "r_highest_point_of_antitragus", 298: "r_bottom_point_of_tragus", 299: "r_protruding_point_of_tragus", 300: "r_top_point_of_tragus", 301: "r_start_point_of_crus_of_helix", 302: "r_deepest_point_of_concha", 303: "r_tip_of_ear_lobe", 304: "r_midpoint_between_22_15", 305: "r_bottom_connecting_point_of_ear_lobe", 306: "r_top_connecting_point_of_helix", 307: "r_point_2_of_inner_helix", 308: "l_center_of_iris", 309: "l_border_of_iris_3", 310: "l_border_of_iris_midpoint_1", 311: "l_border_of_iris_12", 312: "l_border_of_iris_midpoint_4", 313: "l_border_of_iris_9", 314: "l_border_of_iris_midpoint_3", 315: "l_border_of_iris_6", 316: "l_border_of_iris_midpoint_2", 317: "r_center_of_iris", 318: "r_border_of_iris_3", 319: "r_border_of_iris_midpoint_1", 320: "r_border_of_iris_12", 321: "r_border_of_iris_midpoint_4", 322: "r_border_of_iris_9", 323: "r_border_of_iris_midpoint_3", 324: "r_border_of_iris_6", 325: "r_border_of_iris_midpoint_2", 326: "l_center_of_pupil", 327: "l_border_of_pupil_3", 328: "l_border_of_pupil_midpoint_1", 329: "l_border_of_pupil_12", 330: "l_border_of_pupil_midpoint_4", 331: "l_border_of_pupil_9", 332: "l_border_of_pupil_midpoint_3", 333: "l_border_of_pupil_6", 334: "l_border_of_pupil_midpoint_2", 335: "r_center_of_pupil", 336: "r_border_of_pupil_3", 337: "r_border_of_pupil_midpoint_1", 338: "r_border_of_pupil_12", 339: "r_border_of_pupil_midpoint_4", 340: "r_border_of_pupil_9", 341: "r_border_of_pupil_midpoint_3", 342: "r_border_of_pupil_6", 343: "r_border_of_pupil_midpoint_2", }, keypoint_info={ 0: dict(name="nose", id=0, color=[51, 153, 255], type="upper", swap=""), 1: dict( name="left_eye", id=1, color=[51, 153, 255], type="upper", swap="right_eye" ), 2: dict( name="right_eye", id=2, color=[51, 153, 255], type="upper", swap="left_eye" ), 3: dict( name="left_ear", id=3, color=[51, 153, 255], type="upper", swap="right_ear" ), 4: dict( name="right_ear", id=4, color=[51, 153, 255], type="upper", swap="left_ear" ), 5: dict( name="left_shoulder", id=5, color=[51, 153, 255], type="upper", swap="right_shoulder", ), 6: dict( name="right_shoulder", id=6, color=[51, 153, 255], type="upper", swap="left_shoulder", ), 7: dict( name="left_elbow", id=7, color=[51, 153, 255], type="upper", swap="right_elbow", ), 8: dict( name="right_elbow", id=8, color=[51, 153, 255], type="upper", swap="left_elbow", ), 9: dict( name="left_hip", id=9, color=[51, 153, 255], type="lower", swap="right_hip" ), 10: dict( name="right_hip", id=10, color=[51, 153, 255], type="lower", swap="left_hip" ), 11: dict( name="left_knee", id=11, color=[51, 153, 255], type="lower", swap="right_knee", ), 12: dict( name="right_knee", id=12, color=[51, 153, 255], type="lower", swap="left_knee", ), 13: dict( name="left_ankle", id=13, color=[51, 153, 255], type="lower", swap="right_ankle", ), 14: dict( name="right_ankle", id=14, color=[51, 153, 255], type="lower", swap="left_ankle", ), 15: dict( name="left_big_toe", id=15, color=[51, 153, 255], type="lower", swap="right_big_toe", ), 16: dict( name="left_small_toe", id=16, color=[51, 153, 255], type="lower", swap="right_small_toe", ), 17: dict( name="left_heel", id=17, color=[51, 153, 255], type="lower", swap="right_heel", ), 18: dict( name="right_big_toe", id=18, color=[51, 153, 255], type="lower", swap="left_big_toe", ), 19: dict( name="right_small_toe", id=19, color=[51, 153, 255], type="lower", swap="left_small_toe", ), 20: dict( name="right_heel", id=20, color=[51, 153, 255], type="lower", swap="left_heel", ), 21: dict( name="right_thumb4", id=21, color=[51, 153, 255], type="upper", swap="left_thumb4", ), 22: dict( name="right_thumb3", id=22, color=[51, 153, 255], type="upper", swap="left_thumb3", ), 23: dict( name="right_thumb2", id=23, color=[51, 153, 255], type="upper", swap="left_thumb2", ), 24: dict( name="right_thumb_third_joint", id=24, color=[51, 153, 255], type="upper", swap="left_thumb_third_joint", ), 25: dict( name="right_forefinger4", id=25, color=[51, 153, 255], type="upper", swap="left_forefinger4", ), 26: dict( name="right_forefinger3", id=26, color=[51, 153, 255], type="upper", swap="left_forefinger3", ), 27: dict( name="right_forefinger2", id=27, color=[51, 153, 255], type="upper", swap="left_forefinger2", ), 28: dict( name="right_forefinger_third_joint", id=28, color=[51, 153, 255], type="upper", swap="left_forefinger_third_joint", ), 29: dict( name="right_middle_finger4", id=29, color=[51, 153, 255], type="upper", swap="left_middle_finger4", ), 30: dict( name="right_middle_finger3", id=30, color=[51, 153, 255], type="upper", swap="left_middle_finger3", ), 31: dict( name="right_middle_finger2", id=31, color=[51, 153, 255], type="upper", swap="left_middle_finger2", ), 32: dict( name="right_middle_finger_third_joint", id=32, color=[51, 153, 255], type="upper", swap="left_middle_finger_third_joint", ), 33: dict( name="right_ring_finger4", id=33, color=[51, 153, 255], type="upper", swap="left_ring_finger4", ), 34: dict( name="right_ring_finger3", id=34, color=[51, 153, 255], type="upper", swap="left_ring_finger3", ), 35: dict( name="right_ring_finger2", id=35, color=[51, 153, 255], type="upper", swap="left_ring_finger2", ), 36: dict( name="right_ring_finger_third_joint", id=36, color=[51, 153, 255], type="upper", swap="left_ring_finger_third_joint", ), 37: dict( name="right_pinky_finger4", id=37, color=[51, 153, 255], type="upper", swap="left_pinky_finger4", ), 38: dict( name="right_pinky_finger3", id=38, color=[51, 153, 255], type="upper", swap="left_pinky_finger3", ), 39: dict( name="right_pinky_finger2", id=39, color=[51, 153, 255], type="upper", swap="left_pinky_finger2", ), 40: dict( name="right_pinky_finger_third_joint", id=40, color=[51, 153, 255], type="upper", swap="left_pinky_finger_third_joint", ), 41: dict( name="right_wrist", id=41, color=[51, 153, 255], type="upper", swap="left_wrist", ), 42: dict( name="left_thumb4", id=42, color=[51, 153, 255], type="upper", swap="right_thumb4", ), 43: dict( name="left_thumb3", id=43, color=[51, 153, 255], type="upper", swap="right_thumb3", ), 44: dict( name="left_thumb2", id=44, color=[51, 153, 255], type="upper", swap="right_thumb2", ), 45: dict( name="left_thumb_third_joint", id=45, color=[51, 153, 255], type="upper", swap="right_thumb_third_joint", ), ## doesnt match with wholebody 46: dict( name="left_forefinger4", id=46, color=[51, 153, 255], type="upper", swap="right_forefinger4", ), 47: dict( name="left_forefinger3", id=47, color=[51, 153, 255], type="upper", swap="right_forefinger3", ), 48: dict( name="left_forefinger2", id=48, color=[51, 153, 255], type="upper", swap="right_forefinger2", ), 49: dict( name="left_forefinger_third_joint", id=49, color=[51, 153, 255], type="upper", swap="right_forefinger_third_joint", ), 50: dict( name="left_middle_finger4", id=50, color=[51, 153, 255], type="upper", swap="right_middle_finger4", ), 51: dict( name="left_middle_finger3", id=51, color=[51, 153, 255], type="upper", swap="right_middle_finger3", ), 52: dict( name="left_middle_finger2", id=52, color=[51, 153, 255], type="upper", swap="right_middle_finger2", ), 53: dict( name="left_middle_finger_third_joint", id=53, color=[51, 153, 255], type="upper", swap="right_middle_finger_third_joint", ), 54: dict( name="left_ring_finger4", id=54, color=[51, 153, 255], type="upper", swap="right_ring_finger4", ), 55: dict( name="left_ring_finger3", id=55, color=[51, 153, 255], type="upper", swap="right_ring_finger3", ), 56: dict( name="left_ring_finger2", id=56, color=[51, 153, 255], type="upper", swap="right_ring_finger2", ), 57: dict( name="left_ring_finger_third_joint", id=57, color=[51, 153, 255], type="upper", swap="right_ring_finger_third_joint", ), 58: dict( name="left_pinky_finger4", id=58, color=[51, 153, 255], type="upper", swap="right_pinky_finger4", ), 59: dict( name="left_pinky_finger3", id=59, color=[51, 153, 255], type="upper", swap="right_pinky_finger3", ), 60: dict( name="left_pinky_finger2", id=60, color=[51, 153, 255], type="upper", swap="right_pinky_finger2", ), 61: dict( name="left_pinky_finger_third_joint", id=61, color=[51, 153, 255], type="upper", swap="right_pinky_finger_third_joint", ), 62: dict( name="left_wrist", id=62, color=[51, 153, 255], type="upper", swap="right_wrist", ), 63: dict( name="left_olecranon", id=63, color=[51, 153, 255], type="", swap="right_olecranon", ), 64: dict( name="right_olecranon", id=64, color=[51, 153, 255], type="", swap="left_olecranon", ), 65: dict( name="left_cubital_fossa", id=65, color=[51, 153, 255], type="", swap="right_cubital_fossa", ), 66: dict( name="right_cubital_fossa", id=66, color=[51, 153, 255], type="", swap="left_cubital_fossa", ), 67: dict( name="left_acromion", id=67, color=[51, 153, 255], type="", swap="right_acromion", ), 68: dict( name="right_acromion", id=68, color=[51, 153, 255], type="", swap="left_acromion", ), 69: dict(name="neck", id=69, color=[51, 153, 255], type="", swap=""), 70: dict( name="center_of_glabella", id=70, color=[255, 255, 255], type="", swap="" ), 71: dict( name="center_of_nose_root", id=71, color=[255, 255, 255], type="", swap="" ), 72: dict( name="tip_of_nose_bridge", id=72, color=[255, 255, 255], type="", swap="" ), 73: dict( name="midpoint_1_of_nose_bridge", id=73, color=[255, 255, 255], type="", swap="", ), 74: dict( name="midpoint_2_of_nose_bridge", id=74, color=[255, 255, 255], type="", swap="", ), 75: dict( name="midpoint_3_of_nose_bridge", id=75, color=[255, 255, 255], type="", swap="", ), 76: dict( name="center_of_labiomental_groove", id=76, color=[255, 255, 255], type="", swap="", ), 77: dict(name="tip_of_chin", id=77, color=[255, 255, 255], type="", swap=""), 78: dict( name="upper_startpoint_of_r_eyebrow", id=78, color=[255, 255, 255], type="", swap="upper_startpoint_of_l_eyebrow", ), 79: dict( name="lower_startpoint_of_r_eyebrow", id=79, color=[255, 255, 255], type="", swap="lower_startpoint_of_l_eyebrow", ), 80: dict( name="end_of_r_eyebrow", id=80, color=[255, 255, 255], type="", swap="end_of_l_eyebrow", ), 81: dict( name="upper_midpoint_1_of_r_eyebrow", id=81, color=[255, 255, 255], type="", swap="upper_midpoint_1_of_l_eyebrow", ), 82: dict( name="lower_midpoint_1_of_r_eyebrow", id=82, color=[255, 255, 255], type="", swap="lower_midpoint_1_of_l_eyebrow", ), 83: dict( name="upper_midpoint_2_of_r_eyebrow", id=83, color=[255, 255, 255], type="", swap="upper_midpoint_3_of_l_eyebrow", ), 84: dict( name="upper_midpoint_3_of_r_eyebrow", id=84, color=[255, 255, 255], type="", swap="upper_midpoint_2_of_l_eyebrow", ), 85: dict( name="lower_midpoint_2_of_r_eyebrow", id=85, color=[255, 255, 255], type="", swap="lower_midpoint_3_of_l_eyebrow", ), 86: dict( name="lower_midpoint_3_of_r_eyebrow", id=86, color=[255, 255, 255], type="", swap="lower_midpoint_2_of_l_eyebrow", ), 87: dict( name="upper_startpoint_of_l_eyebrow", id=87, color=[255, 255, 255], type="", swap="upper_startpoint_of_r_eyebrow", ), 88: dict( name="lower_startpoint_of_l_eyebrow", id=88, color=[255, 255, 255], type="", swap="lower_startpoint_of_r_eyebrow", ), 89: dict( name="end_of_l_eyebrow", id=89, color=[255, 255, 255], type="", swap="end_of_r_eyebrow", ), 90: dict( name="upper_midpoint_1_of_l_eyebrow", id=90, color=[255, 255, 255], type="", swap="upper_midpoint_1_of_r_eyebrow", ), 91: dict( name="lower_midpoint_1_of_l_eyebrow", id=91, color=[255, 255, 255], type="", swap="lower_midpoint_1_of_r_eyebrow", ), 92: dict( name="upper_midpoint_2_of_l_eyebrow", id=92, color=[255, 255, 255], type="", swap="upper_midpoint_3_of_r_eyebrow", ), 93: dict( name="upper_midpoint_3_of_l_eyebrow", id=93, color=[255, 255, 255], type="", swap="upper_midpoint_2_of_r_eyebrow", ), 94: dict( name="lower_midpoint_2_of_l_eyebrow", id=94, color=[255, 255, 255], type="", swap="lower_midpoint_3_of_r_eyebrow", ), 95: dict( name="lower_midpoint_3_of_l_eyebrow", id=95, color=[255, 255, 255], type="", swap="lower_midpoint_2_of_r_eyebrow", ), 96: dict( name="l_inner_end_of_upper_lash_line", id=96, color=[192, 64, 128], type="", swap="r_inner_end_of_upper_lash_line", ), 97: dict( name="l_outer_end_of_upper_lash_line", id=97, color=[192, 64, 128], type="", swap="r_outer_end_of_upper_lash_line", ), 98: dict( name="l_centerpoint_of_upper_lash_line", id=98, color=[192, 64, 128], type="", swap="r_centerpoint_of_upper_lash_line", ), 99: dict( name="l_midpoint_2_of_upper_lash_line", id=99, color=[192, 64, 128], type="", swap="r_midpoint_1_of_upper_lash_line", ), 100: dict( name="l_midpoint_1_of_upper_lash_line", id=100, color=[192, 64, 128], type="", swap="r_midpoint_2_of_upper_lash_line", ), 101: dict( name="l_midpoint_6_of_upper_lash_line", id=101, color=[192, 64, 128], type="", swap="r_midpoint_3_of_upper_lash_line", ), 102: dict( name="l_midpoint_5_of_upper_lash_line", id=102, color=[192, 64, 128], type="", swap="r_midpoint_4_of_upper_lash_line", ), 103: dict( name="l_midpoint_4_of_upper_lash_line", id=103, color=[192, 64, 128], type="", swap="r_midpoint_5_of_upper_lash_line", ), 104: dict( name="l_midpoint_3_of_upper_lash_line", id=104, color=[192, 64, 128], type="", swap="r_midpoint_6_of_upper_lash_line", ), 105: dict( name="l_outer_end_of_upper_eyelid_line", id=105, color=[192, 64, 128], type="", swap="r_outer_end_of_upper_eyelid_line", ), 106: dict( name="l_midpoint_6_of_upper_eyelid_line", id=106, color=[192, 64, 128], type="", swap="r_midpoint_3_of_upper_eyelid_line", ), 107: dict( name="l_midpoint_2_of_upper_eyelid_line", id=107, color=[192, 64, 128], type="", swap="r_midpoint_1_of_upper_eyelid_line", ), 108: dict( name="l_midpoint_5_of_upper_eyelid_line", id=108, color=[192, 64, 128], type="", swap="r_midpoint_4_of_upper_eyelid_line", ), 109: dict( name="l_centerpoint_of_upper_eyelid_line", id=109, color=[192, 64, 128], type="", swap="r_centerpoint_of_upper_eyelid_line", ), 110: dict( name="l_midpoint_4_of_upper_eyelid_line", id=110, color=[192, 64, 128], type="", swap="r_midpoint_5_of_upper_eyelid_line", ), 111: dict( name="l_midpoint_1_of_upper_eyelid_line", id=111, color=[192, 64, 128], type="", swap="r_midpoint_2_of_upper_eyelid_line", ), 112: dict( name="l_midpoint_3_of_upper_eyelid_line", id=112, color=[192, 64, 128], type="", swap="r_midpoint_6_of_upper_eyelid_line", ), 113: dict( name="l_midpoint_6_of_upper_crease_line", id=113, color=[192, 64, 128], type="", swap="r_midpoint_3_of_upper_crease_line", ), 114: dict( name="l_midpoint_2_of_upper_crease_line", id=114, color=[192, 64, 128], type="", swap="r_midpoint_1_of_upper_crease_line", ), 115: dict( name="l_midpoint_5_of_upper_crease_line", id=115, color=[192, 64, 128], type="", swap="r_midpoint_4_of_upper_crease_line", ), 116: dict( name="l_centerpoint_of_upper_crease_line", id=116, color=[192, 64, 128], type="", swap="r_centerpoint_of_upper_crease_line", ), 117: dict( name="l_midpoint_4_of_upper_crease_line", id=117, color=[192, 64, 128], type="", swap="r_midpoint_5_of_upper_crease_line", ), 118: dict( name="l_midpoint_1_of_upper_crease_line", id=118, color=[192, 64, 128], type="", swap="r_midpoint_2_of_upper_crease_line", ), 119: dict( name="l_midpoint_3_of_upper_crease_line", id=119, color=[192, 64, 128], type="", swap="r_midpoint_6_of_upper_crease_line", ), 120: dict( name="r_inner_end_of_upper_lash_line", id=120, color=[64, 32, 192], type="", swap="l_inner_end_of_upper_lash_line", ), 121: dict( name="r_outer_end_of_upper_lash_line", id=121, color=[64, 32, 192], type="", swap="l_outer_end_of_upper_lash_line", ), 122: dict( name="r_centerpoint_of_upper_lash_line", id=122, color=[64, 32, 192], type="", swap="l_centerpoint_of_upper_lash_line", ), 123: dict( name="r_midpoint_1_of_upper_lash_line", id=123, color=[64, 32, 192], type="", swap="l_midpoint_2_of_upper_lash_line", ), 124: dict( name="r_midpoint_2_of_upper_lash_line", id=124, color=[64, 32, 192], type="", swap="l_midpoint_1_of_upper_lash_line", ), 125: dict( name="r_midpoint_3_of_upper_lash_line", id=125, color=[64, 32, 192], type="", swap="l_midpoint_6_of_upper_lash_line", ), 126: dict( name="r_midpoint_4_of_upper_lash_line", id=126, color=[64, 32, 192], type="", swap="l_midpoint_5_of_upper_lash_line", ), 127: dict( name="r_midpoint_5_of_upper_lash_line", id=127, color=[64, 32, 192], type="", swap="l_midpoint_4_of_upper_lash_line", ), 128: dict( name="r_midpoint_6_of_upper_lash_line", id=128, color=[64, 32, 192], type="", swap="l_midpoint_3_of_upper_lash_line", ), 129: dict( name="r_outer_end_of_upper_eyelid_line", id=129, color=[64, 32, 192], type="", swap="l_outer_end_of_upper_eyelid_line", ), 130: dict( name="r_midpoint_3_of_upper_eyelid_line", id=130, color=[64, 32, 192], type="", swap="l_midpoint_6_of_upper_eyelid_line", ), 131: dict( name="r_midpoint_1_of_upper_eyelid_line", id=131, color=[64, 32, 192], type="", swap="l_midpoint_2_of_upper_eyelid_line", ), 132: dict( name="r_midpoint_4_of_upper_eyelid_line", id=132, color=[64, 32, 192], type="", swap="l_midpoint_5_of_upper_eyelid_line", ), 133: dict( name="r_centerpoint_of_upper_eyelid_line", id=133, color=[64, 32, 192], type="", swap="l_centerpoint_of_upper_eyelid_line", ), 134: dict( name="r_midpoint_5_of_upper_eyelid_line", id=134, color=[64, 32, 192], type="", swap="l_midpoint_4_of_upper_eyelid_line", ), 135: dict( name="r_midpoint_2_of_upper_eyelid_line", id=135, color=[64, 32, 192], type="", swap="l_midpoint_1_of_upper_eyelid_line", ), 136: dict( name="r_midpoint_6_of_upper_eyelid_line", id=136, color=[64, 32, 192], type="", swap="l_midpoint_3_of_upper_eyelid_line", ), 137: dict( name="r_midpoint_3_of_upper_crease_line", id=137, color=[64, 32, 192], type="", swap="l_midpoint_6_of_upper_crease_line", ), 138: dict( name="r_midpoint_1_of_upper_crease_line", id=138, color=[64, 32, 192], type="", swap="l_midpoint_2_of_upper_crease_line", ), 139: dict( name="r_midpoint_4_of_upper_crease_line", id=139, color=[64, 32, 192], type="", swap="l_midpoint_5_of_upper_crease_line", ), 140: dict( name="r_centerpoint_of_upper_crease_line", id=140, color=[64, 32, 192], type="", swap="l_centerpoint_of_upper_crease_line", ), 141: dict( name="r_midpoint_5_of_upper_crease_line", id=141, color=[64, 32, 192], type="", swap="l_midpoint_4_of_upper_crease_line", ), 142: dict( name="r_midpoint_2_of_upper_crease_line", id=142, color=[64, 32, 192], type="", swap="l_midpoint_1_of_upper_crease_line", ), 143: dict( name="r_midpoint_6_of_upper_crease_line", id=143, color=[64, 32, 192], type="", swap="l_midpoint_3_of_upper_crease_line", ), 144: dict( name="l_inner_end_of_lower_lash_line", id=144, color=[64, 192, 128], type="", swap="r_inner_end_of_lower_lash_line", ), 145: dict( name="l_outer_end_of_lower_lash_line", id=145, color=[64, 192, 128], type="", swap="r_outer_end_of_lower_lash_line", ), 146: dict( name="l_centerpoint_of_lower_lash_line", id=146, color=[64, 192, 128], type="", swap="r_centerpoint_of_lower_lash_line", ), 147: dict( name="l_midpoint_2_of_lower_lash_line", id=147, color=[64, 192, 128], type="", swap="r_midpoint_1_of_lower_lash_line", ), 148: dict( name="l_midpoint_1_of_lower_lash_line", id=148, color=[64, 192, 128], type="", swap="r_midpoint_2_of_lower_lash_line", ), 149: dict( name="l_midpoint_6_of_lower_lash_line", id=149, color=[64, 192, 128], type="", swap="r_midpoint_3_of_lower_lash_line", ), 150: dict( name="l_midpoint_5_of_lower_lash_line", id=150, color=[64, 192, 128], type="", swap="r_midpoint_4_of_lower_lash_line", ), 151: dict( name="l_midpoint_4_of_lower_lash_line", id=151, color=[64, 192, 128], type="", swap="r_midpoint_5_of_lower_lash_line", ), 152: dict( name="l_midpoint_3_of_lower_lash_line", id=152, color=[64, 192, 128], type="", swap="r_midpoint_6_of_lower_lash_line", ), 153: dict( name="l_outer_end_of_lower_eyelid_line", id=153, color=[64, 192, 128], type="", swap="r_outer_end_of_lower_eyelid_line", ), 154: dict( name="l_midpoint_6_of_lower_eyelid_line", id=154, color=[64, 192, 128], type="", swap="r_midpoint_3_of_lower_eyelid_line", ), 155: dict( name="l_midpoint_2_of_lower_eyelid_line", id=155, color=[64, 192, 128], type="", swap="r_midpoint_1_of_lower_eyelid_line", ), 156: dict( name="l_midpoint_5_of_lower_eyelid_line", id=156, color=[64, 192, 128], type="", swap="r_midpoint_4_of_lower_eyelid_line", ), 157: dict( name="l_centerpoint_of_lower_eyelid_line", id=157, color=[64, 192, 128], type="", swap="r_centerpoint_of_lower_eyelid_line", ), 158: dict( name="l_midpoint_4_of_lower_eyelid_line", id=158, color=[64, 192, 128], type="", swap="r_midpoint_5_of_lower_eyelid_line", ), 159: dict( name="l_midpoint_1_of_lower_eyelid_line", id=159, color=[64, 192, 128], type="", swap="r_midpoint_2_of_lower_eyelid_line", ), 160: dict( name="l_midpoint_3_of_lower_eyelid_line", id=160, color=[64, 192, 128], type="", swap="r_midpoint_6_of_lower_eyelid_line", ), 161: dict( name="r_inner_end_of_lower_lash_line", id=161, color=[64, 192, 32], type="", swap="l_inner_end_of_lower_lash_line", ), 162: dict( name="r_outer_end_of_lower_lash_line", id=162, color=[64, 192, 32], type="", swap="l_outer_end_of_lower_lash_line", ), 163: dict( name="r_centerpoint_of_lower_lash_line", id=163, color=[64, 192, 32], type="", swap="l_centerpoint_of_lower_lash_line", ), 164: dict( name="r_midpoint_1_of_lower_lash_line", id=164, color=[64, 192, 32], type="", swap="l_midpoint_2_of_lower_lash_line", ), 165: dict( name="r_midpoint_2_of_lower_lash_line", id=165, color=[64, 192, 32], type="", swap="l_midpoint_1_of_lower_lash_line", ), 166: dict( name="r_midpoint_3_of_lower_lash_line", id=166, color=[64, 192, 32], type="", swap="l_midpoint_6_of_lower_lash_line", ), 167: dict( name="r_midpoint_4_of_lower_lash_line", id=167, color=[64, 192, 32], type="", swap="l_midpoint_5_of_lower_lash_line", ), 168: dict( name="r_midpoint_5_of_lower_lash_line", id=168, color=[64, 192, 32], type="", swap="l_midpoint_4_of_lower_lash_line", ), 169: dict( name="r_midpoint_6_of_lower_lash_line", id=169, color=[64, 192, 32], type="", swap="l_midpoint_3_of_lower_lash_line", ), 170: dict( name="r_outer_end_of_lower_eyelid_line", id=170, color=[64, 192, 32], type="", swap="l_outer_end_of_lower_eyelid_line", ), 171: dict( name="r_midpoint_3_of_lower_eyelid_line", id=171, color=[64, 192, 32], type="", swap="l_midpoint_6_of_lower_eyelid_line", ), 172: dict( name="r_midpoint_1_of_lower_eyelid_line", id=172, color=[64, 192, 32], type="", swap="l_midpoint_2_of_lower_eyelid_line", ), 173: dict( name="r_midpoint_4_of_lower_eyelid_line", id=173, color=[64, 192, 32], type="", swap="l_midpoint_5_of_lower_eyelid_line", ), 174: dict( name="r_centerpoint_of_lower_eyelid_line", id=174, color=[64, 192, 32], type="", swap="l_centerpoint_of_lower_eyelid_line", ), 175: dict( name="r_midpoint_5_of_lower_eyelid_line", id=175, color=[64, 192, 32], type="", swap="l_midpoint_4_of_lower_eyelid_line", ), 176: dict( name="r_midpoint_2_of_lower_eyelid_line", id=176, color=[64, 192, 32], type="", swap="l_midpoint_1_of_lower_eyelid_line", ), 177: dict( name="r_midpoint_6_of_lower_eyelid_line", id=177, color=[64, 192, 32], type="", swap="l_midpoint_3_of_lower_eyelid_line", ), 178: dict(name="tip_of_nose", id=178, color=[0, 192, 0], type="", swap=""), 179: dict( name="bottom_center_of_nose", id=179, color=[0, 192, 0], type="", swap="" ), 180: dict( name="r_outer_corner_of_nose", id=180, color=[0, 192, 0], type="", swap="l_outer_corner_of_nose", ), 181: dict( name="l_outer_corner_of_nose", id=181, color=[0, 192, 0], type="", swap="r_outer_corner_of_nose", ), 182: dict( name="inner_corner_of_r_nostril", id=182, color=[0, 192, 0], type="", swap="inner_corner_of_l_nostril", ), 183: dict( name="outer_corner_of_r_nostril", id=183, color=[0, 192, 0], type="", swap="outer_corner_of_l_nostril", ), 184: dict( name="upper_corner_of_r_nostril", id=184, color=[0, 192, 0], type="", swap="upper_corner_of_l_nostril", ), 185: dict( name="inner_corner_of_l_nostril", id=185, color=[0, 192, 0], type="", swap="inner_corner_of_r_nostril", ), 186: dict( name="outer_corner_of_l_nostril", id=186, color=[0, 192, 0], type="", swap="outer_corner_of_r_nostril", ), 187: dict( name="upper_corner_of_l_nostril", id=187, color=[0, 192, 0], type="", swap="upper_corner_of_r_nostril", ), 188: dict( name="r_outer_corner_of_mouth", id=188, color=[192, 0, 0], type="", swap="l_outer_corner_of_mouth", ), 189: dict( name="l_outer_corner_of_mouth", id=189, color=[192, 0, 0], type="", swap="r_outer_corner_of_mouth", ), 190: dict( name="center_of_cupid_bow", id=190, color=[192, 0, 0], type="", swap="" ), 191: dict( name="center_of_lower_outer_lip", id=191, color=[192, 0, 0], type="", swap="", ), 192: dict( name="midpoint_1_of_upper_outer_lip", id=192, color=[192, 0, 0], type="", swap="midpoint_2_of_upper_outer_lip", ), 193: dict( name="midpoint_2_of_upper_outer_lip", id=193, color=[192, 0, 0], type="", swap="midpoint_1_of_upper_outer_lip", ), 194: dict( name="midpoint_1_of_lower_outer_lip", id=194, color=[192, 0, 0], type="", swap="midpoint_2_of_lower_outer_lip", ), 195: dict( name="midpoint_2_of_lower_outer_lip", id=195, color=[192, 0, 0], type="", swap="midpoint_1_of_lower_outer_lip", ), 196: dict( name="midpoint_3_of_upper_outer_lip", id=196, color=[192, 0, 0], type="", swap="midpoint_6_of_upper_outer_lip", ), 197: dict( name="midpoint_4_of_upper_outer_lip", id=197, color=[192, 0, 0], type="", swap="midpoint_5_of_upper_outer_lip", ), 198: dict( name="midpoint_5_of_upper_outer_lip", id=198, color=[192, 0, 0], type="", swap="midpoint_4_of_upper_outer_lip", ), 199: dict( name="midpoint_6_of_upper_outer_lip", id=199, color=[192, 0, 0], type="", swap="midpoint_3_of_upper_outer_lip", ), 200: dict( name="midpoint_3_of_lower_outer_lip", id=200, color=[192, 0, 0], type="", swap="midpoint_6_of_lower_outer_lip", ), 201: dict( name="midpoint_4_of_lower_outer_lip", id=201, color=[192, 0, 0], type="", swap="midpoint_5_of_lower_outer_lip", ), 202: dict( name="midpoint_5_of_lower_outer_lip", id=202, color=[192, 0, 0], type="", swap="midpoint_4_of_lower_outer_lip", ), 203: dict( name="midpoint_6_of_lower_outer_lip", id=203, color=[192, 0, 0], type="", swap="midpoint_3_of_lower_outer_lip", ), 204: dict( name="r_inner_corner_of_mouth", id=204, color=[0, 192, 192], type="", swap="l_inner_corner_of_mouth", ), 205: dict( name="l_inner_corner_of_mouth", id=205, color=[0, 192, 192], type="", swap="r_inner_corner_of_mouth", ), 206: dict( name="center_of_upper_inner_lip", id=206, color=[0, 192, 192], type="", swap="", ), 207: dict( name="center_of_lower_inner_lip", id=207, color=[0, 192, 192], type="", swap="", ), 208: dict( name="midpoint_1_of_upper_inner_lip", id=208, color=[0, 192, 192], type="", swap="midpoint_2_of_upper_inner_lip", ), 209: dict( name="midpoint_2_of_upper_inner_lip", id=209, color=[0, 192, 192], type="", swap="midpoint_1_of_upper_inner_lip", ), 210: dict( name="midpoint_1_of_lower_inner_lip", id=210, color=[0, 192, 192], type="", swap="midpoint_2_of_lower_inner_lip", ), 211: dict( name="midpoint_2_of_lower_inner_lip", id=211, color=[0, 192, 192], type="", swap="midpoint_1_of_lower_inner_lip", ), 212: dict( name="midpoint_3_of_upper_inner_lip", id=212, color=[0, 192, 192], type="", swap="midpoint_6_of_upper_inner_lip", ), 213: dict( name="midpoint_4_of_upper_inner_lip", id=213, color=[0, 192, 192], type="", swap="midpoint_5_of_upper_inner_lip", ), 214: dict( name="midpoint_5_of_upper_inner_lip", id=214, color=[0, 192, 192], type="", swap="midpoint_4_of_upper_inner_lip", ), 215: dict( name="midpoint_6_of_upper_inner_lip", id=215, color=[0, 192, 192], type="", swap="midpoint_3_of_upper_inner_lip", ), 216: dict( name="midpoint_3_of_lower_inner_lip", id=216, color=[0, 192, 192], type="", swap="midpoint_6_of_lower_inner_lip", ), 217: dict( name="midpoint_4_of_lower_inner_lip", id=217, color=[0, 192, 192], type="", swap="midpoint_5_of_lower_inner_lip", ), 218: dict( name="midpoint_5_of_lower_inner_lip", id=218, color=[0, 192, 192], type="", swap="midpoint_4_of_lower_inner_lip", ), 219: dict( name="midpoint_6_of_lower_inner_lip", id=219, color=[0, 192, 192], type="", swap="midpoint_3_of_lower_inner_lip", ), 220: dict(name="teeth_1", id=220, color=[51, 153, 255], type="", swap=""), 221: dict(name="teeth_2", id=221, color=[51, 153, 255], type="", swap=""), 222: dict(name="teeth_3", id=222, color=[51, 153, 255], type="", swap=""), 223: dict(name="teeth_4", id=223, color=[51, 153, 255], type="", swap=""), 224: dict(name="teeth_5", id=224, color=[51, 153, 255], type="", swap=""), 225: dict(name="teeth_6", id=225, color=[51, 153, 255], type="", swap=""), 226: dict(name="teeth_7", id=226, color=[51, 153, 255], type="", swap=""), 227: dict(name="teeth_8", id=227, color=[51, 153, 255], type="", swap=""), 228: dict(name="teeth_9", id=228, color=[51, 153, 255], type="", swap=""), 229: dict(name="teeth_10", id=229, color=[51, 153, 255], type="", swap=""), 230: dict(name="teeth_11", id=230, color=[51, 153, 255], type="", swap=""), 231: dict(name="teeth_12", id=231, color=[51, 153, 255], type="", swap=""), 232: dict(name="teeth_13", id=232, color=[51, 153, 255], type="", swap=""), 233: dict(name="teeth_14", id=233, color=[51, 153, 255], type="", swap=""), 234: dict(name="teeth_15", id=234, color=[51, 153, 255], type="", swap=""), 235: dict(name="teeth_16", id=235, color=[51, 153, 255], type="", swap=""), 236: dict(name="teeth_17", id=236, color=[51, 153, 255], type="", swap=""), 237: dict(name="teeth_18", id=237, color=[51, 153, 255], type="", swap=""), 238: dict(name="teeth_19", id=238, color=[51, 153, 255], type="", swap=""), 239: dict(name="teeth_20", id=239, color=[51, 153, 255], type="", swap=""), 240: dict(name="teeth_21", id=240, color=[51, 153, 255], type="", swap=""), 241: dict(name="teeth_22", id=241, color=[51, 153, 255], type="", swap=""), 242: dict(name="teeth_23", id=242, color=[51, 153, 255], type="", swap=""), 243: dict(name="teeth_24", id=243, color=[51, 153, 255], type="", swap=""), 244: dict(name="teeth_25", id=244, color=[51, 153, 255], type="", swap=""), 245: dict(name="teeth_26", id=245, color=[51, 153, 255], type="", swap=""), 246: dict(name="teeth_27", id=246, color=[51, 153, 255], type="", swap=""), 247: dict(name="teeth_28", id=247, color=[51, 153, 255], type="", swap=""), 248: dict(name="teeth_29", id=248, color=[51, 153, 255], type="", swap=""), 249: dict(name="teeth_30", id=249, color=[51, 153, 255], type="", swap=""), 250: dict(name="teeth_31", id=250, color=[51, 153, 255], type="", swap=""), 251: dict(name="teeth_32", id=251, color=[51, 153, 255], type="", swap=""), 252: dict(name="teeth_33", id=252, color=[51, 153, 255], type="", swap=""), 253: dict(name="teeth_34", id=253, color=[51, 153, 255], type="", swap=""), 254: dict(name="teeth_35", id=254, color=[51, 153, 255], type="", swap=""), 255: dict(name="teeth_36", id=255, color=[51, 153, 255], type="", swap=""), 256: dict( name="l_top_end_of_inferior_crus", id=256, color=[200, 200, 0], type="", swap="r_top_end_of_inferior_crus", ), 257: dict( name="l_top_end_of_superior_crus", id=257, color=[200, 200, 0], type="", swap="r_top_end_of_superior_crus", ), 258: dict( name="l_start_of_antihelix", id=258, color=[200, 200, 0], type="", swap="r_start_of_antihelix", ), 259: dict( name="l_end_of_antihelix", id=259, color=[200, 200, 0], type="", swap="r_end_of_antihelix", ), 260: dict( name="l_midpoint_1_of_antihelix", id=260, color=[200, 200, 0], type="", swap="r_midpoint_1_of_antihelix", ), 261: dict( name="l_midpoint_1_of_inferior_crus", id=261, color=[200, 200, 0], type="", swap="r_midpoint_1_of_inferior_crus", ), 262: dict( name="l_midpoint_2_of_antihelix", id=262, color=[200, 200, 0], type="", swap="r_midpoint_2_of_antihelix", ), 263: dict( name="l_midpoint_3_of_antihelix", id=263, color=[200, 200, 0], type="", swap="r_midpoint_3_of_antihelix", ), 264: dict( name="l_point_1_of_inner_helix", id=264, color=[200, 200, 0], type="", swap="r_point_1_of_inner_helix", ), 265: dict( name="l_point_2_of_inner_helix", id=265, color=[200, 200, 0], type="", swap="r_point_8_of_inner_helix", ), 266: dict( name="l_point_3_of_inner_helix", id=266, color=[200, 200, 0], type="", swap="r_point_3_of_inner_helix", ), 267: dict( name="l_point_4_of_inner_helix", id=267, color=[200, 200, 0], type="", swap="r_point_4_of_inner_helix", ), 268: dict( name="l_point_5_of_inner_helix", id=268, color=[200, 200, 0], type="", swap="r_point_5_of_inner_helix", ), 269: dict( name="l_point_6_of_inner_helix", id=269, color=[200, 200, 0], type="", swap="r_point_6_of_inner_helix", ), 270: dict( name="l_point_7_of_inner_helix", id=270, color=[200, 200, 0], type="", swap="r_point_7_of_inner_helix", ), 271: dict( name="l_highest_point_of_antitragus", id=271, color=[200, 200, 0], type="", swap="r_highest_point_of_antitragus", ), 272: dict( name="l_bottom_point_of_tragus", id=272, color=[200, 200, 0], type="", swap="r_bottom_point_of_tragus", ), 273: dict( name="l_protruding_point_of_tragus", id=273, color=[200, 200, 0], type="", swap="r_protruding_point_of_tragus", ), 274: dict( name="l_top_point_of_tragus", id=274, color=[200, 200, 0], type="", swap="r_top_point_of_tragus", ), 275: dict( name="l_start_point_of_crus_of_helix", id=275, color=[200, 200, 0], type="", swap="r_start_point_of_crus_of_helix", ), 276: dict( name="l_deepest_point_of_concha", id=276, color=[200, 200, 0], type="", swap="r_deepest_point_of_concha", ), 277: dict( name="l_tip_of_ear_lobe", id=277, color=[200, 200, 0], type="", swap="r_tip_of_ear_lobe", ), 278: dict( name="l_midpoint_between_22_15", id=278, color=[200, 200, 0], type="", swap="r_midpoint_between_22_15", ), 279: dict( name="l_bottom_connecting_point_of_ear_lobe", id=279, color=[200, 200, 0], type="", swap="r_bottom_connecting_point_of_ear_lobe", ), 280: dict( name="l_top_connecting_point_of_helix", id=280, color=[200, 200, 0], type="", swap="r_top_connecting_point_of_helix", ), 281: dict( name="l_point_8_of_inner_helix", id=281, color=[200, 200, 0], type="", swap="r_point_2_of_inner_helix", ), 282: dict( name="r_top_end_of_inferior_crus", id=282, color=[0, 200, 200], type="", swap="l_top_end_of_inferior_crus", ), 283: dict( name="r_top_end_of_superior_crus", id=283, color=[0, 200, 200], type="", swap="l_top_end_of_superior_crus", ), 284: dict( name="r_start_of_antihelix", id=284, color=[0, 200, 200], type="", swap="l_start_of_antihelix", ), 285: dict( name="r_end_of_antihelix", id=285, color=[0, 200, 200], type="", swap="l_end_of_antihelix", ), 286: dict( name="r_midpoint_1_of_antihelix", id=286, color=[0, 200, 200], type="", swap="l_midpoint_1_of_antihelix", ), 287: dict( name="r_midpoint_1_of_inferior_crus", id=287, color=[0, 200, 200], type="", swap="l_midpoint_1_of_inferior_crus", ), 288: dict( name="r_midpoint_2_of_antihelix", id=288, color=[0, 200, 200], type="", swap="l_midpoint_2_of_antihelix", ), 289: dict( name="r_midpoint_3_of_antihelix", id=289, color=[0, 200, 200], type="", swap="l_midpoint_3_of_antihelix", ), 290: dict( name="r_point_1_of_inner_helix", id=290, color=[0, 200, 200], type="", swap="l_point_1_of_inner_helix", ), 291: dict( name="r_point_8_of_inner_helix", id=291, color=[0, 200, 200], type="", swap="l_point_2_of_inner_helix", ), 292: dict( name="r_point_3_of_inner_helix", id=292, color=[0, 200, 200], type="", swap="l_point_3_of_inner_helix", ), 293: dict( name="r_point_4_of_inner_helix", id=293, color=[0, 200, 200], type="", swap="l_point_4_of_inner_helix", ), 294: dict( name="r_point_5_of_inner_helix", id=294, color=[0, 200, 200], type="", swap="l_point_5_of_inner_helix", ), 295: dict( name="r_point_6_of_inner_helix", id=295, color=[0, 200, 200], type="", swap="l_point_6_of_inner_helix", ), 296: dict( name="r_point_7_of_inner_helix", id=296, color=[0, 200, 200], type="", swap="l_point_7_of_inner_helix", ), 297: dict( name="r_highest_point_of_antitragus", id=297, color=[0, 200, 200], type="", swap="l_highest_point_of_antitragus", ), 298: dict( name="r_bottom_point_of_tragus", id=298, color=[0, 200, 200], type="", swap="l_bottom_point_of_tragus", ), 299: dict( name="r_protruding_point_of_tragus", id=299, color=[0, 200, 200], type="", swap="l_protruding_point_of_tragus", ), 300: dict( name="r_top_point_of_tragus", id=300, color=[0, 200, 200], type="", swap="l_top_point_of_tragus", ), 301: dict( name="r_start_point_of_crus_of_helix", id=301, color=[0, 200, 200], type="", swap="l_start_point_of_crus_of_helix", ), 302: dict( name="r_deepest_point_of_concha", id=302, color=[0, 200, 200], type="", swap="l_deepest_point_of_concha", ), 303: dict( name="r_tip_of_ear_lobe", id=303, color=[0, 200, 200], type="", swap="l_tip_of_ear_lobe", ), 304: dict( name="r_midpoint_between_22_15", id=304, color=[0, 200, 200], type="", swap="l_midpoint_between_22_15", ), 305: dict( name="r_bottom_connecting_point_of_ear_lobe", id=305, color=[0, 200, 200], type="", swap="l_bottom_connecting_point_of_ear_lobe", ), 306: dict( name="r_top_connecting_point_of_helix", id=306, color=[0, 200, 200], type="", swap="l_top_connecting_point_of_helix", ), 307: dict( name="r_point_2_of_inner_helix", id=307, color=[0, 200, 200], type="", swap="l_point_8_of_inner_helix", ), 308: dict( name="l_center_of_iris", id=308, color=[128, 192, 64], type="", swap="r_center_of_iris", ), 309: dict( name="l_border_of_iris_3", id=309, color=[128, 192, 64], type="", swap="r_border_of_iris_9", ), 310: dict( name="l_border_of_iris_midpoint_1", id=310, color=[128, 192, 64], type="", swap="r_border_of_iris_midpoint_4", ), 311: dict( name="l_border_of_iris_12", id=311, color=[128, 192, 64], type="", swap="r_border_of_iris_12", ), 312: dict( name="l_border_of_iris_midpoint_4", id=312, color=[128, 192, 64], type="", swap="r_border_of_iris_midpoint_1", ), 313: dict( name="l_border_of_iris_9", id=313, color=[128, 192, 64], type="", swap="r_border_of_iris_3", ), 314: dict( name="l_border_of_iris_midpoint_3", id=314, color=[128, 192, 64], type="", swap="r_border_of_iris_midpoint_2", ), 315: dict( name="l_border_of_iris_6", id=315, color=[128, 192, 64], type="", swap="r_border_of_iris_6", ), 316: dict( name="l_border_of_iris_midpoint_2", id=316, color=[128, 192, 64], type="", swap="r_border_of_iris_midpoint_3", ), 317: dict( name="r_center_of_iris", id=317, color=[192, 32, 64], type="", swap="l_center_of_iris", ), 318: dict( name="r_border_of_iris_3", id=318, color=[192, 32, 64], type="", swap="l_border_of_iris_9", ), 319: dict( name="r_border_of_iris_midpoint_1", id=319, color=[192, 32, 64], type="", swap="l_border_of_iris_midpoint_4", ), 320: dict( name="r_border_of_iris_12", id=320, color=[192, 32, 64], type="", swap="l_border_of_iris_12", ), 321: dict( name="r_border_of_iris_midpoint_4", id=321, color=[192, 32, 64], type="", swap="l_border_of_iris_midpoint_1", ), 322: dict( name="r_border_of_iris_9", id=322, color=[192, 32, 64], type="", swap="l_border_of_iris_3", ), 323: dict( name="r_border_of_iris_midpoint_3", id=323, color=[192, 32, 64], type="", swap="l_border_of_iris_midpoint_2", ), 324: dict( name="r_border_of_iris_6", id=324, color=[192, 32, 64], type="", swap="l_border_of_iris_6", ), 325: dict( name="r_border_of_iris_midpoint_2", id=325, color=[192, 32, 64], type="", swap="l_border_of_iris_midpoint_3", ), 326: dict( name="l_center_of_pupil", id=326, color=[192, 128, 64], type="", swap="r_center_of_pupil", ), 327: dict( name="l_border_of_pupil_3", id=327, color=[192, 128, 64], type="", swap="r_border_of_pupil_9", ), 328: dict( name="l_border_of_pupil_midpoint_1", id=328, color=[192, 128, 64], type="", swap="r_border_of_pupil_midpoint_4", ), 329: dict( name="l_border_of_pupil_12", id=329, color=[192, 128, 64], type="", swap="r_border_of_pupil_12", ), 330: dict( name="l_border_of_pupil_midpoint_4", id=330, color=[192, 128, 64], type="", swap="r_border_of_pupil_midpoint_1", ), 331: dict( name="l_border_of_pupil_9", id=331, color=[192, 128, 64], type="", swap="r_border_of_pupil_3", ), 332: dict( name="l_border_of_pupil_midpoint_3", id=332, color=[192, 128, 64], type="", swap="r_border_of_pupil_midpoint_2", ), 333: dict( name="l_border_of_pupil_6", id=333, color=[192, 128, 64], type="", swap="r_border_of_pupil_6", ), 334: dict( name="l_border_of_pupil_midpoint_2", id=334, color=[192, 128, 64], type="", swap="r_border_of_pupil_midpoint_3", ), 335: dict( name="r_center_of_pupil", id=335, color=[32, 192, 192], type="", swap="l_center_of_pupil", ), 336: dict( name="r_border_of_pupil_3", id=336, color=[32, 192, 192], type="", swap="l_border_of_pupil_9", ), 337: dict( name="r_border_of_pupil_midpoint_1", id=337, color=[32, 192, 192], type="", swap="l_border_of_pupil_midpoint_4", ), 338: dict( name="r_border_of_pupil_12", id=338, color=[32, 192, 192], type="", swap="l_border_of_pupil_12", ), 339: dict( name="r_border_of_pupil_midpoint_4", id=339, color=[32, 192, 192], type="", swap="l_border_of_pupil_midpoint_1", ), 340: dict( name="r_border_of_pupil_9", id=340, color=[32, 192, 192], type="", swap="l_border_of_pupil_3", ), 341: dict( name="r_border_of_pupil_midpoint_3", id=341, color=[32, 192, 192], type="", swap="l_border_of_pupil_midpoint_2", ), 342: dict( name="r_border_of_pupil_6", id=342, color=[32, 192, 192], type="", swap="l_border_of_pupil_6", ), 343: dict( name="r_border_of_pupil_midpoint_2", id=343, color=[32, 192, 192], type="", swap="l_border_of_pupil_midpoint_3", ), }, remove_teeth=True, ## 36 of them, 344 - 36 = 308 skeleton_info={ 0: dict(link=("left_ankle", "left_knee"), id=0, color=[0, 255, 0]), 1: dict(link=("left_knee", "left_hip"), id=1, color=[0, 255, 0]), 2: dict(link=("right_ankle", "right_knee"), id=2, color=[255, 128, 0]), 3: dict(link=("right_knee", "right_hip"), id=3, color=[255, 128, 0]), 4: dict(link=("left_hip", "right_hip"), id=4, color=[51, 153, 255]), 5: dict(link=("left_shoulder", "left_hip"), id=5, color=[51, 153, 255]), 6: dict(link=("right_shoulder", "right_hip"), id=6, color=[51, 153, 255]), 7: dict(link=("left_shoulder", "right_shoulder"), id=7, color=[51, 153, 255]), 8: dict(link=("left_shoulder", "left_elbow"), id=8, color=[0, 255, 0]), 9: dict(link=("right_shoulder", "right_elbow"), id=9, color=[255, 128, 0]), 10: dict(link=("left_elbow", "left_wrist"), id=10, color=[0, 255, 0]), 11: dict(link=("right_elbow", "right_wrist"), id=11, color=[255, 128, 0]), 12: dict(link=("left_eye", "right_eye"), id=12, color=[51, 153, 255]), 13: dict(link=("nose", "left_eye"), id=13, color=[51, 153, 255]), 14: dict(link=("nose", "right_eye"), id=14, color=[51, 153, 255]), 15: dict(link=("left_eye", "left_ear"), id=15, color=[51, 153, 255]), 16: dict(link=("right_eye", "right_ear"), id=16, color=[51, 153, 255]), 17: dict(link=("left_ear", "left_shoulder"), id=17, color=[51, 153, 255]), 18: dict(link=("right_ear", "right_shoulder"), id=18, color=[51, 153, 255]), 19: dict(link=("left_ankle", "left_big_toe"), id=19, color=[0, 255, 0]), 20: dict(link=("left_ankle", "left_small_toe"), id=20, color=[0, 255, 0]), 21: dict(link=("left_ankle", "left_heel"), id=21, color=[0, 255, 0]), 22: dict(link=("right_ankle", "right_big_toe"), id=22, color=[255, 128, 0]), 23: dict(link=("right_ankle", "right_small_toe"), id=23, color=[255, 128, 0]), 24: dict(link=("right_ankle", "right_heel"), id=24, color=[255, 128, 0]), 25: dict( link=("left_wrist", "left_thumb_third_joint"), id=25, color=[255, 128, 0] ), 26: dict( link=("left_thumb_third_joint", "left_thumb2"), id=26, color=[255, 128, 0] ), 27: dict(link=("left_thumb2", "left_thumb3"), id=27, color=[255, 128, 0]), 28: dict(link=("left_thumb3", "left_thumb4"), id=28, color=[255, 128, 0]), 29: dict( link=("left_wrist", "left_forefinger_third_joint"), id=29, color=[255, 153, 255], ), 30: dict( link=("left_forefinger_third_joint", "left_forefinger2"), id=30, color=[255, 153, 255], ), 31: dict( link=("left_forefinger2", "left_forefinger3"), id=31, color=[255, 153, 255] ), 32: dict( link=("left_forefinger3", "left_forefinger4"), id=32, color=[255, 153, 255] ), 33: dict( link=("left_wrist", "left_middle_finger_third_joint"), id=33, color=[102, 178, 255], ), 34: dict( link=("left_middle_finger_third_joint", "left_middle_finger2"), id=34, color=[102, 178, 255], ), 35: dict( link=("left_middle_finger2", "left_middle_finger3"), id=35, color=[102, 178, 255], ), 36: dict( link=("left_middle_finger3", "left_middle_finger4"), id=36, color=[102, 178, 255], ), 37: dict( link=("left_wrist", "left_ring_finger_third_joint"), id=37, color=[255, 51, 51], ), 38: dict( link=("left_ring_finger_third_joint", "left_ring_finger2"), id=38, color=[255, 51, 51], ), 39: dict( link=("left_ring_finger2", "left_ring_finger3"), id=39, color=[255, 51, 51] ), 40: dict( link=("left_ring_finger3", "left_ring_finger4"), id=40, color=[255, 51, 51] ), 41: dict( link=("left_wrist", "left_pinky_finger_third_joint"), id=41, color=[0, 255, 0], ), 42: dict( link=("left_pinky_finger_third_joint", "left_pinky_finger2"), id=42, color=[0, 255, 0], ), 43: dict( link=("left_pinky_finger2", "left_pinky_finger3"), id=43, color=[0, 255, 0] ), 44: dict( link=("left_pinky_finger3", "left_pinky_finger4"), id=44, color=[0, 255, 0] ), 45: dict( link=("right_wrist", "right_thumb_third_joint"), id=45, color=[255, 128, 0] ), 46: dict( link=("right_thumb_third_joint", "right_thumb2"), id=46, color=[255, 128, 0] ), 47: dict(link=("right_thumb2", "right_thumb3"), id=47, color=[255, 128, 0]), 48: dict(link=("right_thumb3", "right_thumb4"), id=48, color=[255, 128, 0]), 49: dict( link=("right_wrist", "right_forefinger_third_joint"), id=49, color=[255, 153, 255], ), 50: dict( link=("right_forefinger_third_joint", "right_forefinger2"), id=50, color=[255, 153, 255], ), 51: dict( link=("right_forefinger2", "right_forefinger3"), id=51, color=[255, 153, 255], ), 52: dict( link=("right_forefinger3", "right_forefinger4"), id=52, color=[255, 153, 255], ), 53: dict( link=("right_wrist", "right_middle_finger_third_joint"), id=53, color=[102, 178, 255], ), 54: dict( link=("right_middle_finger_third_joint", "right_middle_finger2"), id=54, color=[102, 178, 255], ), 55: dict( link=("right_middle_finger2", "right_middle_finger3"), id=55, color=[102, 178, 255], ), 56: dict( link=("right_middle_finger3", "right_middle_finger4"), id=56, color=[102, 178, 255], ), 57: dict( link=("right_wrist", "right_ring_finger_third_joint"), id=57, color=[255, 51, 51], ), 58: dict( link=("right_ring_finger_third_joint", "right_ring_finger2"), id=58, color=[255, 51, 51], ), 59: dict( link=("right_ring_finger2", "right_ring_finger3"), id=59, color=[255, 51, 51], ), 60: dict( link=("right_ring_finger3", "right_ring_finger4"), id=60, color=[255, 51, 51], ), 61: dict( link=("right_wrist", "right_pinky_finger_third_joint"), id=61, color=[0, 255, 0], ), 62: dict( link=("right_pinky_finger_third_joint", "right_pinky_finger2"), id=62, color=[0, 255, 0], ), 63: dict( link=("right_pinky_finger2", "right_pinky_finger3"), id=63, color=[0, 255, 0], ), 64: dict( link=("right_pinky_finger3", "right_pinky_finger4"), id=64, color=[0, 255, 0], ), }, joint_weights=[1.0] * 344, body_keypoint_names=[ "nose", "left_eye", "right_eye", "left_ear", "right_ear", "left_shoulder", "right_shoulder", "left_elbow", "right_elbow", "left_wrist", "right_wrist", "left_hip", "right_hip", "left_knee", "right_knee", "left_ankle", "right_ankle", ], foot_keypoint_names=[ "left_big_toe", "left_small_toe", "left_heel", "right_big_toe", "right_small_toe", "right_heel", ], left_hand_keypoint_names=[ "left_thumb4", "left_thumb3", "left_thumb2", "left_thumb_third_joint", "left_forefinger4", "left_forefinger3", "left_forefinger2", "left_forefinger_third_joint", "left_middle_finger4", "left_middle_finger3", "left_middle_finger2", "left_middle_finger_third_joint", "left_ring_finger4", "left_ring_finger3", "left_ring_finger2", "left_ring_finger_third_joint", "left_pinky_finger4", "left_pinky_finger3", "left_pinky_finger2", "left_pinky_finger_third_joint", ], right_hand_keypoint_names=[ "right_thumb4", "right_thumb3", "right_thumb2", "right_thumb_third_joint", "right_forefinger4", "right_forefinger3", "right_forefinger2", "right_forefinger_third_joint", "right_middle_finger4", "right_middle_finger3", "right_middle_finger2", "right_middle_finger_third_joint", "right_ring_finger4", "right_ring_finger3", "right_ring_finger2", "right_ring_finger_third_joint", "right_pinky_finger4", "right_pinky_finger3", "right_pinky_finger2", "right_pinky_finger_third_joint", ], ## 7 of them extra_keypoint_names=[ "neck", "left_olecranon", "right_olecranon", "left_cubital_fossa", "right_cubital_fossa", "left_acromion", "right_acromion", ], face_keypoint_names=[ "center_of_glabella", "center_of_nose_root", "tip_of_nose_bridge", "midpoint_1_of_nose_bridge", "midpoint_2_of_nose_bridge", "midpoint_3_of_nose_bridge", "center_of_labiomental_groove", "tip_of_chin", "upper_startpoint_of_r_eyebrow", "lower_startpoint_of_r_eyebrow", "end_of_r_eyebrow", "upper_midpoint_1_of_r_eyebrow", "lower_midpoint_1_of_r_eyebrow", "upper_midpoint_2_of_r_eyebrow", "upper_midpoint_3_of_r_eyebrow", "lower_midpoint_2_of_r_eyebrow", "lower_midpoint_3_of_r_eyebrow", "upper_startpoint_of_l_eyebrow", "lower_startpoint_of_l_eyebrow", "end_of_l_eyebrow", "upper_midpoint_1_of_l_eyebrow", "lower_midpoint_1_of_l_eyebrow", "upper_midpoint_2_of_l_eyebrow", "upper_midpoint_3_of_l_eyebrow", "lower_midpoint_2_of_l_eyebrow", "lower_midpoint_3_of_l_eyebrow", "l_inner_end_of_upper_lash_line", "l_outer_end_of_upper_lash_line", "l_centerpoint_of_upper_lash_line", "l_midpoint_2_of_upper_lash_line", "l_midpoint_1_of_upper_lash_line", "l_midpoint_6_of_upper_lash_line", "l_midpoint_5_of_upper_lash_line", "l_midpoint_4_of_upper_lash_line", "l_midpoint_3_of_upper_lash_line", "l_outer_end_of_upper_eyelid_line", "l_midpoint_6_of_upper_eyelid_line", "l_midpoint_2_of_upper_eyelid_line", "l_midpoint_5_of_upper_eyelid_line", "l_centerpoint_of_upper_eyelid_line", "l_midpoint_4_of_upper_eyelid_line", "l_midpoint_1_of_upper_eyelid_line", "l_midpoint_3_of_upper_eyelid_line", "l_midpoint_6_of_upper_crease_line", "l_midpoint_2_of_upper_crease_line", "l_midpoint_5_of_upper_crease_line", "l_centerpoint_of_upper_crease_line", "l_midpoint_4_of_upper_crease_line", "l_midpoint_1_of_upper_crease_line", "l_midpoint_3_of_upper_crease_line", "r_inner_end_of_upper_lash_line", "r_outer_end_of_upper_lash_line", "r_centerpoint_of_upper_lash_line", "r_midpoint_1_of_upper_lash_line", "r_midpoint_2_of_upper_lash_line", "r_midpoint_3_of_upper_lash_line", "r_midpoint_4_of_upper_lash_line", "r_midpoint_5_of_upper_lash_line", "r_midpoint_6_of_upper_lash_line", "r_outer_end_of_upper_eyelid_line", "r_midpoint_3_of_upper_eyelid_line", "r_midpoint_1_of_upper_eyelid_line", "r_midpoint_4_of_upper_eyelid_line", "r_centerpoint_of_upper_eyelid_line", "r_midpoint_5_of_upper_eyelid_line", "r_midpoint_2_of_upper_eyelid_line", "r_midpoint_6_of_upper_eyelid_line", "r_midpoint_3_of_upper_crease_line", "r_midpoint_1_of_upper_crease_line", "r_midpoint_4_of_upper_crease_line", "r_centerpoint_of_upper_crease_line", "r_midpoint_5_of_upper_crease_line", "r_midpoint_2_of_upper_crease_line", "r_midpoint_6_of_upper_crease_line", "l_inner_end_of_lower_lash_line", "l_outer_end_of_lower_lash_line", "l_centerpoint_of_lower_lash_line", "l_midpoint_2_of_lower_lash_line", "l_midpoint_1_of_lower_lash_line", "l_midpoint_6_of_lower_lash_line", "l_midpoint_5_of_lower_lash_line", "l_midpoint_4_of_lower_lash_line", "l_midpoint_3_of_lower_lash_line", "l_outer_end_of_lower_eyelid_line", "l_midpoint_6_of_lower_eyelid_line", "l_midpoint_2_of_lower_eyelid_line", "l_midpoint_5_of_lower_eyelid_line", "l_centerpoint_of_lower_eyelid_line", "l_midpoint_4_of_lower_eyelid_line", "l_midpoint_1_of_lower_eyelid_line", "l_midpoint_3_of_lower_eyelid_line", "r_inner_end_of_lower_lash_line", "r_outer_end_of_lower_lash_line", "r_centerpoint_of_lower_lash_line", "r_midpoint_1_of_lower_lash_line", "r_midpoint_2_of_lower_lash_line", "r_midpoint_3_of_lower_lash_line", "r_midpoint_4_of_lower_lash_line", "r_midpoint_5_of_lower_lash_line", "r_midpoint_6_of_lower_lash_line", "r_outer_end_of_lower_eyelid_line", "r_midpoint_3_of_lower_eyelid_line", "r_midpoint_1_of_lower_eyelid_line", "r_midpoint_4_of_lower_eyelid_line", "r_centerpoint_of_lower_eyelid_line", "r_midpoint_5_of_lower_eyelid_line", "r_midpoint_2_of_lower_eyelid_line", "r_midpoint_6_of_lower_eyelid_line", "tip_of_nose", "bottom_center_of_nose", "r_outer_corner_of_nose", "l_outer_corner_of_nose", "inner_corner_of_r_nostril", "outer_corner_of_r_nostril", "upper_corner_of_r_nostril", "inner_corner_of_l_nostril", "outer_corner_of_l_nostril", "upper_corner_of_l_nostril", "r_outer_corner_of_mouth", "l_outer_corner_of_mouth", "center_of_cupid_bow", "center_of_lower_outer_lip", "midpoint_1_of_upper_outer_lip", "midpoint_2_of_upper_outer_lip", "midpoint_1_of_lower_outer_lip", "midpoint_2_of_lower_outer_lip", "midpoint_3_of_upper_outer_lip", "midpoint_4_of_upper_outer_lip", "midpoint_5_of_upper_outer_lip", "midpoint_6_of_upper_outer_lip", "midpoint_3_of_lower_outer_lip", "midpoint_4_of_lower_outer_lip", "midpoint_5_of_lower_outer_lip", "midpoint_6_of_lower_outer_lip", "r_inner_corner_of_mouth", "l_inner_corner_of_mouth", "center_of_upper_inner_lip", "center_of_lower_inner_lip", "midpoint_1_of_upper_inner_lip", "midpoint_2_of_upper_inner_lip", "midpoint_1_of_lower_inner_lip", "midpoint_2_of_lower_inner_lip", "midpoint_3_of_upper_inner_lip", "midpoint_4_of_upper_inner_lip", "midpoint_5_of_upper_inner_lip", "midpoint_6_of_upper_inner_lip", "midpoint_3_of_lower_inner_lip", "midpoint_4_of_lower_inner_lip", "midpoint_5_of_lower_inner_lip", "midpoint_6_of_lower_inner_lip", "l_top_end_of_inferior_crus", "l_top_end_of_superior_crus", "l_start_of_antihelix", "l_end_of_antihelix", "l_midpoint_1_of_antihelix", "l_midpoint_1_of_inferior_crus", "l_midpoint_2_of_antihelix", "l_midpoint_3_of_antihelix", "l_point_1_of_inner_helix", "l_point_2_of_inner_helix", "l_point_3_of_inner_helix", "l_point_4_of_inner_helix", "l_point_5_of_inner_helix", "l_point_6_of_inner_helix", "l_point_7_of_inner_helix", "l_highest_point_of_antitragus", "l_bottom_point_of_tragus", "l_protruding_point_of_tragus", "l_top_point_of_tragus", "l_start_point_of_crus_of_helix", "l_deepest_point_of_concha", "l_tip_of_ear_lobe", "l_midpoint_between_22_15", "l_bottom_connecting_point_of_ear_lobe", "l_top_connecting_point_of_helix", "l_point_8_of_inner_helix", "r_top_end_of_inferior_crus", "r_top_end_of_superior_crus", "r_start_of_antihelix", "r_end_of_antihelix", "r_midpoint_1_of_antihelix", "r_midpoint_1_of_inferior_crus", "r_midpoint_2_of_antihelix", "r_midpoint_3_of_antihelix", "r_point_1_of_inner_helix", "r_point_8_of_inner_helix", "r_point_3_of_inner_helix", "r_point_4_of_inner_helix", "r_point_5_of_inner_helix", "r_point_6_of_inner_helix", "r_point_7_of_inner_helix", "r_highest_point_of_antitragus", "r_bottom_point_of_tragus", "r_protruding_point_of_tragus", "r_top_point_of_tragus", "r_start_point_of_crus_of_helix", "r_deepest_point_of_concha", "r_tip_of_ear_lobe", "r_midpoint_between_22_15", "r_bottom_connecting_point_of_ear_lobe", "r_top_connecting_point_of_helix", "r_point_2_of_inner_helix", "l_center_of_iris", "l_border_of_iris_3", "l_border_of_iris_midpoint_1", "l_border_of_iris_12", "l_border_of_iris_midpoint_4", "l_border_of_iris_9", "l_border_of_iris_midpoint_3", "l_border_of_iris_6", "l_border_of_iris_midpoint_2", "r_center_of_iris", "r_border_of_iris_3", "r_border_of_iris_midpoint_1", "r_border_of_iris_12", "r_border_of_iris_midpoint_4", "r_border_of_iris_9", "r_border_of_iris_midpoint_3", "r_border_of_iris_6", "r_border_of_iris_midpoint_2", "l_center_of_pupil", "l_border_of_pupil_3", "l_border_of_pupil_midpoint_1", "l_border_of_pupil_12", "l_border_of_pupil_midpoint_4", "l_border_of_pupil_9", "l_border_of_pupil_midpoint_3", "l_border_of_pupil_6", "l_border_of_pupil_midpoint_2", "r_center_of_pupil", "r_border_of_pupil_3", "r_border_of_pupil_midpoint_1", "r_border_of_pupil_12", "r_border_of_pupil_midpoint_4", "r_border_of_pupil_9", "r_border_of_pupil_midpoint_3", "r_border_of_pupil_6", "r_border_of_pupil_midpoint_2", ], ) ##------------------------------------------------------------------------------------------------------------------ ### remove teeth keypoints if dataset_info["remove_teeth"] == True: ## get teeth ids teeth_keypoint_ids = [ keypoint_id for keypoint_id, info in dataset_info["keypoint_info"].items() if info["name"].startswith("teeth_") ] min_teeth_keypoint_id = min(teeth_keypoint_ids) max_teeth_keypoint_id = max(teeth_keypoint_ids) dataset_info["teeth_keypoint_ids"] = teeth_keypoint_ids ## remove teeth keypoints from keypoint_info keypoint_info_ = dataset_info["keypoint_info"] keypoint_info = {} for keypoint_id, info in keypoint_info_.items(): if keypoint_id in teeth_keypoint_ids: continue if keypoint_id < min_teeth_keypoint_id: keypoint_info[keypoint_id] = info if keypoint_id > max_teeth_keypoint_id: keypoint_id = keypoint_id - len(teeth_keypoint_ids) info["id"] = keypoint_id keypoint_info[keypoint_id] = info dataset_info["keypoint_info"] = keypoint_info ## update joint_weights dataset_info["joint_weights"] = (len(keypoint_info_) - len(teeth_keypoint_ids)) * [ 1.0 ] ##------------------------------------------------------------------------------------------------------------------ ## reconfigure in the order of coco_whole_body coco_wholebody_keypoint_info = { keypoint_info["name"]: keypoint_info for (keypoint_index, keypoint_info) in coco_wholebody_info["keypoint_info"].items() } coco_wholebody_to_goliath_mapping = {} ## coco_wholebody_index to goliath_index coco_wholebody_to_goliath_keypoint_info = {} ## find out common keypoints between goliath and coco_whole_body for keypoint_index, keypoint_info in dataset_info["keypoint_info"].items(): keypoint_name = keypoint_info["name"] keypoint_index_ = keypoint_info["id"] assert keypoint_index == keypoint_index_ if keypoint_name in coco_wholebody_keypoint_info.keys(): coco_wholebody_to_goliath_keypoint_info[keypoint_name] = ( coco_wholebody_keypoint_info[keypoint_name] ) coco_wholebody_to_goliath_mapping[ coco_wholebody_keypoint_info[keypoint_name]["id"] ] = keypoint_info["id"] dataset_info["coco_wholebody_to_goliath_mapping"] = ( coco_wholebody_to_goliath_mapping ## store the cocowholebody indices ) dataset_info["coco_wholebody_to_goliath_keypoint_info"] = ( coco_wholebody_to_goliath_keypoint_info ) ##------------------------------------------------------------------------------------------------------------------ coco_wholebody_sigmas = {} ## compute the coco_wholebody_sigmas for keypoint_index, keypoint_info in coco_wholebody_info["keypoint_info"].items(): coco_wholebody_sigmas[keypoint_info["name"]] = coco_wholebody_info["sigmas"][ keypoint_info["id"] ] default_sigma = 0.010 ## for mostly face keypoints dataset_info["sigmas"] = [default_sigma] * len(dataset_info["keypoint_info"]) ## we copy sigmas from coco_wholebody. Rest are assigned as below: custom_sigmas = { "left_thumb_third_joint": 0.022, "left_forefinger_third_joint": 0.026, "left_middle_finger_third_joint": 0.018, "left_ring_finger_third_joint": 0.017, "left_pinky_finger_third_joint": 0.02, "right_thumb_third_joint": 0.022, "right_forefinger_third_joint": 0.026, "right_middle_finger_third_joint": 0.018, "right_ring_finger_third_joint": 0.017, "right_pinky_finger_third_joint": 0.02, "neck": 0.079, ## same as shoulder "left_olecranon": 0.072, ## same as elbow "right_olecranon": 0.072, ## same as elbow "left_cubital_fossa": 0.072, ## same as elbow "right_cubital_fossa": 0.072, ## same as elbow "left_acromion": 0.079, ## same as shoulder "right_acromion": 0.079, ## same as shoulder } ## copy custom sigmas for keypoint_name, sigma in custom_sigmas.items(): keypoint_id = -1 ## search for keypoint id from keypoint name for keypoint_id_ in dataset_info["keypoint_info"].keys(): if dataset_info["keypoint_info"][keypoint_id_]["name"] == keypoint_name: keypoint_id = keypoint_id_ break if keypoint_id != -1: keypoint_info = dataset_info["keypoint_info"][keypoint_id] assert keypoint_info["name"] == keypoint_name assert keypoint_info["id"] == keypoint_id dataset_info["sigmas"][keypoint_info["id"]] = sigma ## copy coco_wholebody sigmas for keypoint_index, keypoint_info in dataset_info["keypoint_info"].items(): if keypoint_info["name"] in coco_wholebody_sigmas.keys(): dataset_info["sigmas"][keypoint_info["id"]] = coco_wholebody_sigmas[ keypoint_info["name"] ]