The AI-Based Hand Gesture Recognition System is a real-time computer vision application that detects and classifies user hand gestures using a pretrained deep learning model trained with Google Teachable Machine. The system captures live video through a webcam, detects hand landmarks using MediaPipe, and predicts gestures from the extracted hand region. This approach enables accurate, efficient, and touch-free interaction and can be applied in areas such as human–computer interaction, sign language recognition, and gesture-based control systems.

Washore is an AI-based beach monitoring system designed to detect littering activities along coastal areas. Using computer vision, the system identifies litter-related actions on beaches and automatically alerts marine authorities to enable timely intervention and cleanup.