The AI-Powered Sign Language Translator is an accessibility-focused innovation designed to bridge the communication gap between deaf/mute individuals and the hearing community. By leveraging AI, NLP, OCR and Machine Learning. The system enables seamless real-time two-way communication through text, speech, and sign language translation.
💡 Key Features
✅ Two-Way Communication: Converts spoken/text input into sign language animations and vice versa.
✅ AI-Powered Robotic Avatar 🤖: A human-like avatar that demonstrates sign language in real time.
✅ Real-Time Gesture Recognition: Detects hand movements and translates them into text/speech.
✅ Screen Translation (Overlay Mode): Extracts text from videos or third-party apps and converts it into sign language.
✅ Multi-Language Support: Supports Indian Sign Language (ISL), ASL, BSL, and more.
🛠 Technologies Used
🔹 Frontend: React.js, Three.js, Tailwind CSS
🔹 Backend: Python (Flask/FastAPI), Firebase
🔹 AI & ML: MediaPipe Hands, TensorFlow.js, Tesseract.js (OCR)
🔹 APIs: Google Cloud Speech-to-Text, Text-to-Speech
🌍 Impact & Future Scope
💡 Enhancing digital accessibility in education, workplaces & social media 🚀 AI-powered real-time sign language generation instead of pre-recorded animations 🎓 Integration with AR/VR for immersive learning 📡 Real-time sign translation in video calls (Zoom, Meet, etc.)
This project aims to create a more inclusive and accessible world, empowering individuals with hearing and speech impairments through cutting-edge AI technology. 🚀