README.md

metadata

title: ISL Indian Sign Language Detection
emoji: 🤟
colorFrom: yellow
colorTo: green
sdk: docker
pinned: false
license: mit
app_port: 7860

🤟 ISL Indian Sign Language Detection System

Real-time Indian Sign Language detection with emotion recognition and speech-to-sign avatar.

Features

• Gesture Recognition — Real-time ISL A-Z letter detection via MediaPipe + TensorFlow
• Emotion Detection — Happy, Sad, Angry, Surprise, Neutral via facial landmarks
• Speech-to-Sign Avatar — 3D animated hand avatar for fingerspelling

Usage

• Main dashboard: /
• Speech-to-Sign avatar: /avatar/

Built with

• Flask + Socket.IO
• TensorFlow CNN model
• MediaPipe Hand Tracking
• Three.js 3D Avatar