Sign Language: Game App
NextJSTailwindCSSTensorflow.jsMediaPipeHands
A Next.js web application for recognizing American Sign Language (ASL) letters. The user performs the gesture for each letter to spell out a random word, and the system detects the letters in real time using a camera with MediaPipe Hands and TensorFlow.js.
Features
- Real-time ASL Recognition: Detects ASL signs directly from hand movements.
- Camera Hand Landmark Overlays: Camera view with hand landmark overlays.
- Sign Prediction and Confidence Scores: Predicts ASL with confidence scores.
- Word Spelling Game: Word spelling game mode with random words.
- ASL Guide as a Reference: A comprehensive ASL reference guide from A to Z.
Preview
