The problem poseAI solves

In this hectic lifestyle, we all get so busy with our daily schedule & this is where we always forget to take care of ourselves. It is important for us to take care of our body and mind as well. This is where yoga comes into play.

Challenges we ran into

Getting the right data was the first challenge we ran into. Usually there is image datasets on yoga poses but not intermediate step wise, so we had to simulate a lot of data manually and clean it.

To train the data we used posenet to recognise joint points. We trained the model on dataset consisting of 32 different asanas from our tracks. Initially the model size was too big. We quantized it to reduce the size.