* Pose Estimation For Weightlifting
Summary
Once again, as someone passionate about fitness, as an intro to computer vision and deep learning, I wanted to apply my knowledge to a real-world problem. I was able to apply my knowledge of ViT-Pose, a pose estimation algorithm, to track and correct weight lifting form. I also classified types of exercise with a 94% accuracy by deploying a deep CNN architecture.
Brief details
- Applied and trained ViT-Pose, a pose estimation algorithm to track and correct weight lifting form using Python
- Classified types of exercise with a 94% accuracy by deploying a deep CNN architecture with the Pytorch package in Python