EchoSign is a full-stack American Sign Language (ASL) learning platform. The React frontend offers personalized lessons and live sign recognition. The FastAPI backend uses MediaPipe and an SVM model to provide real-time sign recognition from images, enabling an interactive ASL learning experience.
The Sign Language Recognition System uses OpenCV to translate sign language gestures into text in real-time. Designed to facilitate communication for sign language users, it captures and processes webcam input to recognize and convert gestures into readable text.
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