onescotch
add huggingface implementation
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raw
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dataset_info = dict(
dataset_name='fly',
paper_info=dict(
author='Pereira, Talmo D and Aldarondo, Diego E and '
'Willmore, Lindsay and Kislin, Mikhail and '
'Wang, Samuel S-H and Murthy, Mala and Shaevitz, Joshua W',
title='Fast animal pose estimation using deep neural networks',
container='Nature methods',
year='2019',
homepage='https://github.com/jgraving/DeepPoseKit-Data',
),
keypoint_info={
0:
dict(name='head', id=0, color=[255, 255, 255], type='', swap=''),
1:
dict(name='eyeL', id=1, color=[255, 255, 255], type='', swap='eyeR'),
2:
dict(name='eyeR', id=2, color=[255, 255, 255], type='', swap='eyeL'),
3:
dict(name='neck', id=3, color=[255, 255, 255], type='', swap=''),
4:
dict(name='thorax', id=4, color=[255, 255, 255], type='', swap=''),
5:
dict(name='abdomen', id=5, color=[255, 255, 255], type='', swap=''),
6:
dict(
name='forelegR1',
id=6,
color=[255, 255, 255],
type='',
swap='forelegL1'),
7:
dict(
name='forelegR2',
id=7,
color=[255, 255, 255],
type='',
swap='forelegL2'),
8:
dict(
name='forelegR3',
id=8,
color=[255, 255, 255],
type='',
swap='forelegL3'),
9:
dict(
name='forelegR4',
id=9,
color=[255, 255, 255],
type='',
swap='forelegL4'),
10:
dict(
name='midlegR1',
id=10,
color=[255, 255, 255],
type='',
swap='midlegL1'),
11:
dict(
name='midlegR2',
id=11,
color=[255, 255, 255],
type='',
swap='midlegL2'),
12:
dict(
name='midlegR3',
id=12,
color=[255, 255, 255],
type='',
swap='midlegL3'),
13:
dict(
name='midlegR4',
id=13,
color=[255, 255, 255],
type='',
swap='midlegL4'),
14:
dict(
name='hindlegR1',
id=14,
color=[255, 255, 255],
type='',
swap='hindlegL1'),
15:
dict(
name='hindlegR2',
id=15,
color=[255, 255, 255],
type='',
swap='hindlegL2'),
16:
dict(
name='hindlegR3',
id=16,
color=[255, 255, 255],
type='',
swap='hindlegL3'),
17:
dict(
name='hindlegR4',
id=17,
color=[255, 255, 255],
type='',
swap='hindlegL4'),
18:
dict(
name='forelegL1',
id=18,
color=[255, 255, 255],
type='',
swap='forelegR1'),
19:
dict(
name='forelegL2',
id=19,
color=[255, 255, 255],
type='',
swap='forelegR2'),
20:
dict(
name='forelegL3',
id=20,
color=[255, 255, 255],
type='',
swap='forelegR3'),
21:
dict(
name='forelegL4',
id=21,
color=[255, 255, 255],
type='',
swap='forelegR4'),
22:
dict(
name='midlegL1',
id=22,
color=[255, 255, 255],
type='',
swap='midlegR1'),
23:
dict(
name='midlegL2',
id=23,
color=[255, 255, 255],
type='',
swap='midlegR2'),
24:
dict(
name='midlegL3',
id=24,
color=[255, 255, 255],
type='',
swap='midlegR3'),
25:
dict(
name='midlegL4',
id=25,
color=[255, 255, 255],
type='',
swap='midlegR4'),
26:
dict(
name='hindlegL1',
id=26,
color=[255, 255, 255],
type='',
swap='hindlegR1'),
27:
dict(
name='hindlegL2',
id=27,
color=[255, 255, 255],
type='',
swap='hindlegR2'),
28:
dict(
name='hindlegL3',
id=28,
color=[255, 255, 255],
type='',
swap='hindlegR3'),
29:
dict(
name='hindlegL4',
id=29,
color=[255, 255, 255],
type='',
swap='hindlegR4'),
30:
dict(
name='wingL', id=30, color=[255, 255, 255], type='', swap='wingR'),
31:
dict(
name='wingR', id=31, color=[255, 255, 255], type='', swap='wingL'),
},
skeleton_info={
0: dict(link=('eyeL', 'head'), id=0, color=[255, 255, 255]),
1: dict(link=('eyeR', 'head'), id=1, color=[255, 255, 255]),
2: dict(link=('neck', 'head'), id=2, color=[255, 255, 255]),
3: dict(link=('thorax', 'neck'), id=3, color=[255, 255, 255]),
4: dict(link=('abdomen', 'thorax'), id=4, color=[255, 255, 255]),
5: dict(link=('forelegR2', 'forelegR1'), id=5, color=[255, 255, 255]),
6: dict(link=('forelegR3', 'forelegR2'), id=6, color=[255, 255, 255]),
7: dict(link=('forelegR4', 'forelegR3'), id=7, color=[255, 255, 255]),
8: dict(link=('midlegR2', 'midlegR1'), id=8, color=[255, 255, 255]),
9: dict(link=('midlegR3', 'midlegR2'), id=9, color=[255, 255, 255]),
10: dict(link=('midlegR4', 'midlegR3'), id=10, color=[255, 255, 255]),
11:
dict(link=('hindlegR2', 'hindlegR1'), id=11, color=[255, 255, 255]),
12:
dict(link=('hindlegR3', 'hindlegR2'), id=12, color=[255, 255, 255]),
13:
dict(link=('hindlegR4', 'hindlegR3'), id=13, color=[255, 255, 255]),
14:
dict(link=('forelegL2', 'forelegL1'), id=14, color=[255, 255, 255]),
15:
dict(link=('forelegL3', 'forelegL2'), id=15, color=[255, 255, 255]),
16:
dict(link=('forelegL4', 'forelegL3'), id=16, color=[255, 255, 255]),
17: dict(link=('midlegL2', 'midlegL1'), id=17, color=[255, 255, 255]),
18: dict(link=('midlegL3', 'midlegL2'), id=18, color=[255, 255, 255]),
19: dict(link=('midlegL4', 'midlegL3'), id=19, color=[255, 255, 255]),
20:
dict(link=('hindlegL2', 'hindlegL1'), id=20, color=[255, 255, 255]),
21:
dict(link=('hindlegL3', 'hindlegL2'), id=21, color=[255, 255, 255]),
22:
dict(link=('hindlegL4', 'hindlegL3'), id=22, color=[255, 255, 255]),
23: dict(link=('wingL', 'neck'), id=23, color=[255, 255, 255]),
24: dict(link=('wingR', 'neck'), id=24, color=[255, 255, 255])
},
joint_weights=[1.] * 32,
sigmas=[])