Namast.ai - DeepLearning-YogaPose-Classifier

OpenPose & Deep Learning based model to classify Yoga Poses

1. LoadKaggleDataset.py

• To load dataset from Kaggle
• Containing 5 classes of yoga poses

2. PreProcessDataset.py

• To preprocess data for model training
• It extracts body keypoints from an image
• then, connects those to form body parts
• we obtain skeleton figures
• then, normalize and center the black skeleton on white canvas

3. ModelTraining.py

• To train deep learning model for yoga pose classification of images
• Uses VGG16, with added custom layers
• Implements data augmentation

Refer to .pdf for visualizations