This project explores real time American Sign Language (ASL) recognition using a webcam and basic AI techniques. The system recognizes single hand ASL gestures by observing hand movements and patterns in live video. The goal of this project is to build an interactive and accessible gesture recognition tool while learning how AI models are trained and used in real time applications. Along the way, I gained practical experience working with data, experimenting with different ideas, and improving the system through testing.
Built With:
Python, PyTorch, OpenCV, MediaPipe, Computer Vision, Deep Learning