ASL Letter Recognition
Published:
Overview
GUI application using CNN classifier and YOLO object detection to verify correct American Sign Language letter signing. Developed at Hack the Northeast hackathon.
Technical Details
- Classification: Convolutional Neural Network
- Object Detection: YOLO
- Framework: TensorFlow
- GUI: tkinter
- Event: Hack the Northeast
Features
- Real-time hand detection using YOLO
- ASL letter classification with CNN
- Visual feedback for learning
- Interactive GUI for accessibility