Yoga-Pose-Estimator

An ML model that classifies yoga pose into 4 most famous asanas namely downward dog, plank pose, tree pose, goddess pose, and warrior-2 pose using Mediapipe Blazepose for feature extraction. Images are first resized to reduce computation. Gamma correction is a non-linear adjustment to individual pixel values. In image normalization, linear operations are carried out on individual pixels, gamma correction carries out a non-linear operation on the source image pixels, and can cause saturation of the image being altered. Train and test machine learning algorithms (Random Forest, SVC, Decision Tree, KNN, Adaboost, RFC) using the dataframe (csv) generated to find which model best fits.