Logo Lanfrica

berbersoft02/Traducteursignestext

Domain:

natural language processing

Record type:

softwaretools
Creator:
ber
Host:
Algerian Sign language translator Android app # Sign Language Translator App 🤟 ## About This Project I developed this Android application to bridge the communication gap between sign language users and non-signers. This app translates sign language gestures into text and converts voice/text into visual sign language representations, making communication more accessible for the deaf and hard-of-hearing community. ## My Motivation I created this app because I believe communication should be accessible to everyone. By leveraging modern mobile technology and machine learning, I wanted to build a tool that empowers sign language users and helps others learn and communicate in sign language. ## What I Built ### Core Features **1. Sign Language to Text Translation** - I implemented real-time hand gesture recognition using the device camera - I integrated MediaPipe's Gesture Recognizer for accurate hand tracking - I built a custom gesture analyzer that interprets hand movements and converts them to text - I added support for multiple sign language alphabets and common phrases **2. Voice/Text to Sign Language** - I developed a voice-to-sign feature that captures spoken words and displays corresponding sign language animations - I created a comprehensive library of sign language videos for French sign language (LSF) - I included sign representations for: - Alphabet (A-Z) - Numbers (0-100+) - Common phrases and greetings - Days of the week - Essential vocabulary **3. Interactive Learning Mode** - I designed a gesture training system where users can practice and improve their signing - I added real-time feedback to help users perfect their hand shapes and movements - I built progress tracking to monitor learning advancement **4. Multilingual Support** - I implemented support for French, English, and Kabyle (Berber) languages - I created a language selection system for seamless switching between interfaces ### Technical Implementation **Technologies I Used:** - **Kotlin** - I chose Kotlin for its modern syntax a …