YogaPoseCorrector

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YogaPoseCorrector

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This project guides the user till they perform correct yoga pose.

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# Yoga Pose Corrector
It is a CMU based approach to Yoga Pose Correction in CVPR technology

Followed https://github.com/ZheC/tf-pose-estimation and did changes respectively as per the requirements.

## You can Download [Demo video](DEMOvideo.mkv) and [Presentation](Presentation.pdf) of this Project to know more.

## Architectural diagram
![Unable to load image](https://raw.githubusercontent.com/prateekmahajan/YogaPoseCorrector/master/Architectural%20diagram.png)

## Future work

* Improving accuracy of the algorithm. The algorithm fails when the background blends into the picture. 
* Algorithm used here is openpose mobilenet thin architecture, however larger more precise models can be used.
* With high power GPUs, the keypoint detection can be done in real-time and instructions can be provided on the go.

## Inspiration

Most exercises only work if they are done correctly, i.e in good form. This is why people insist on having personal trainers. However, during the COVID-19 pandemic most gyms were closed and exercises were done at home. This project is a very practical solution to analyse how a person exercises and is he/she doing it right.

YogaPoseCorrector

YogaPoseCorrector Latest Version Download

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YogaPoseCorrector

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