https://github.com/maniver7/yoga-82

Yoga-82 dataset evaluation
https://github.com/maniver7/yoga-82

Last synced: 4 days ago
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Yoga-82 dataset evaluation

• Host: GitHub
• URL: https://github.com/maniver7/yoga-82
• Owner: maniver7
• Created: 2020-08-24T01:52:34.000Z (about 4 years ago)
• Default Branch: master
• Last Pushed: 2020-09-11T02:59:26.000Z (about 4 years ago)
• Last Synced: 2024-08-02T02:09:18.346Z (3 months ago)
• Language: Python
• Size: 14.6 KB
• Stars: 7
• Watchers: 3
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# Yoga-82 dataset evaluation keras implmentation

## Dataset preparation

- Vist this [link](https://sites.google.com/view/yoga-82/home) and fill out the form to download the dataset

- Download images using urls provided in dataset.

- Use train and test splits provided in the dataset.

## Usage

Check `models.py` for different existing models and modified hierarchical models. And modify `train_yoga.py` accordingly.

Train model

`python train_yoga.py`

## Reference

Verma, M., Kumawat, S., Nakashima, Y., & Raman, S. (2020). Yoga-82: a new dataset for fine-grained classification of human poses. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (pp. 1038-1039).