get human body keypoints only when use the '308' model

[luoshuiyue]

hello~ there are points stored in a json file (run pose estimation), May I ask how to acquire only the 17 human body key points when use the '308 keypoints' model?

[luoshuiyue]

and how do I use lines to connect key points, as in the example you provided (the second picture):

[luoshuiyue]

when I follow full installation, I encounter this error:

[rawalkhirodkar]

@luoshuiyue To get the 17 body keypoints following COCO, index into the predicted 308 keypoints using this

The indices for the 17 COCO keypoints are:
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'),
41: dict(name='right_wrist', id=41, color=[51, 153, 255], type='upper', swap='left_wrist'),
62: dict(name='left_wrist', id=62, color=[51, 153, 255], type='upper', swap='right_wrist'),

[rawalkhirodkar]

@luoshuiyue for the numpy error with xtcocotools, you will need to modify the xtcocotools slightly to be compatible with new numpy or alternatively downgrade numpy version.

More details here.

[luoshuiyue]

@luoshuiyue for the numpy error with xtcocotools, you will need to modify the xtcocotools slightly to be compatible with new numpy or alternatively downgrade numpy version.

More details here.

@rawalkhirodkar hi~I downgrade numpy version to 1.26.4, this error was gone but a new one appears:

[rawalkhirodkar]

@luoshuiyue Thanks for sharing the log, in hindsight, downgrading numpy is not a good idea.

Following the link I shared, can you try pip install git+https://github.com/jin-s13/xtcocoapi?
Let me know who it goes.