Yoga Pose Detection and Pose Correction

Inspiration

Yoga could be learnt from anywhere but doing correct postures will benefit a lot anyone wanting to learn and correct the postures

What it does

Detect yoga asana and shows how to do it correctly

How we built it

Android Studio for an app and Python TensorFlow to train a deep learning model and also to track the key points on the body

Challenges we ran into

Getting dataset and train a better model that is usable.

Accomplishments that we're proud of

We were able to test on a live video feed and a still image

What we learned

Key points are how essential the some points play when you want to train deep learning model such that it does not overfit and the other one is how to use mobile version of deep learning model (tflite) and integrate with an android app

What's next for Yoga Pose Detection and Pose Correction

Currently, it has limited yoga asana trained. We can implement more asanas and train a better model for better prediction

Built With

• android
• android-studio
• deep-learning
• java
• machine-learning
• python