/yoga_pose_est

Primary LanguageJupyter Notebook

yoga_pose_est

A Mediapipe based 3d yoga pose classifying and correction tool.

The script includes the code to create a joint_angles.csv file from any dataset of yoga images. Using this data we then create confidence intervals using statistical measures for each of the joint angles for each pose. This is saved as ci.pickle

Currently experimenting with:

  • Different distribution and statistical measures to create the confidence intervals
  • Using different Datasets to analyze the performance and pose correction ability of the model.