Help for Helplessness: Real-Time Social Signal Classification

This project classifies levels of helplessness in video data using multiple deep learning models, including a 2D CNN + LSTM, a 3D CNN, and a pre-trained SwinTransformer3D. It includes full preprocessing, training pipelines, and a live webcam-based GUI for real-time inference.