YogaPose
Introduction
Yoga Pose means' is to determine which yogapose the subject is performing based on an image.
Data Preparation
Run the script ./get_dataset.sh. After completion you should get this data configuration. Feel free to interchange the examples images as long as the directory tree remains the same. There are also the splitted sets into "./data/split/". those splitted images are taken with a per-class splitting of 90-10 from the original dataset
${POSE_ROOT}/data/
|-- annotations
| `-- annotations.json
|-- examples
| |-- 0
| | |-- 00000003.jpg
| | |-- ...
| |-- ...
`-- images
|-- 0
|-- 0000009.jpg
|-- ...
|-- ...Links
Yoga pose By Saxena (Kaggle) resized to match 256x192: GoogleDrive
TransPose applied to a sample of Saxena's dataset (256x192): GoogleDrive
Models_logs: GoogleDrive
Acknowledgements
Great thanks for this paper and his open-source code：TransPose