low cost, audio-visual feedback system for neuro-rehabilitation exercise verification and report generation.
Video Demos Playlist: https://www.youtube.com/playlist?list=PLYUXcqZAo0xhRsWlfbZt_NONLY_MhdJzH
NeuroRehack '21 Page: https://www.neurorehack.com/
NeuroRehack Project Page Archive: https://archive.ph/BuHvh
NeuroRehack Main Page Archive: https://archive.ph/0dWOo
To process the video file of an action, so as to store salient data from openpose as json, you'll need to provide the action folder's name as an argument:
python create_json_recordings.py --folder=left_hand_raise
To re-generate json data from previously saved webcam footage, use the --webcam flag.
The expected folder structure is:
- video_recordings
- left_hand_raise
- left_hand_raise.mp4
- right_arm_ex ...
- left_hand_raise
To compare a user's current action (from webcam) to that of a recorded one, you'll need to provide the action folder's name as an argument. Note that the json data of this action (from the above step) needs to already exist.
python compare.py --folder=left_hand_raise
python compare_actions.py --folder=left_hand_raise
The expected folder structure is:
- json_recordings
- left_hand_raise
- left_hand_raise.json
- right_arm_ex ...
- left_hand_raise
If you've already generated an output video by recording your action using the command above and simply want the program to calculate a score, then set the --no_webcam flag:
python compare.py --folder=left_hand_raise --no_webcam
python compare_actions.py --folder=left_hand_raise --no_webcam
For windows users:
-
Update the model folder in config.json file to your openpose models folder: eg. C:\Users\hp\openpose\models
-
Update the path to your openpose installation in the compare_actions.py file at dir_path line 23
https://docs.google.com/document/d/1KZ_6ZwL2hCQgLg7qI6_QH7wH0Z4PDG3t8uKVXPLAaFY/edit?usp=sharing
https://docs.google.com/document/d/1KZ_6ZwL2hCQgLg7qI6_QH7wH0Z4PDG3t8uKVXPLAaFY/edit?usp=sharing