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1. The problem consists of two main parts

Part 1: Classifying movements based on SVM (Support vector machines)

Part 2: Posture assessment gives real-time feedback

2. Collect data

Collected from kaggle : YOGA_POSE_DATASET

3. Result

Classification results with test data

Screenshot 2023-12-22 000624

Confusion matrix

Screenshot 2023-12-21 234832

Results of yoga posture correction method

Screenshot 2023-12-21 234941

Hope this article can help you.

If you have any questions please contact me for help!

Thanks everyone!