This project seeks to create a robust platform capable of real-time interpretation of sign language gestures into text.

An ASL (American Sign Language) alphabets tracker system for the game GestureQuest

A sign language interpreter using live video feed from the camera.

Sign Language Translator enables the hearing impaired user to communicate efficiently in sign language, and the application will translate the same into text/speech. The user has to train the model, by recording its own sign language gestures. Internally it uses MobileNet and KNN classifier to classify the gestures.

Sign2Sound is dedicated to revolutionizing communication for non-verbal individuals by seamlessly translating sign language gestures into understandable speech in real-time. By bridging the gap between sign language users and those unfamiliar with it, Sign2Sound promotes inclusivity and accessibility, ultimately enriching quality of life for all.

This is a Django website that uses a CNN in the backend to classify Sign Language Alphabets and was created in 24 hours for - The Great Indian Hackathon - Microsoft (Reskill). Grabbed 2nd Prize

This project detects 3 actions 'hello', 'thanks' and 'I love you' leveraging media pipe for keypoints and landmark detection. LSTM model is employed for training the model and logic is provided to detect signs of the user in real-time

Hand Classification Live with Camera and MediaPipe

(SANKET) A Cross-platform App that translates Any Sign language gestures into text or voice in real-time, making communication more accessible and inclusive for specially-abled people.

Senior design project titled "Keyword Search for Sign Language" for the Special Project (EE 491-492) courses offered by Boğaziçi University.

Senior design project titled "Keyword Search for Sign Language" for the Special Project (EE 491-492) courses offered by Boğaziçi University.

Easy_sign is an open source russian sign language recognition project that uses small CPU model for predictions and is designed for easy deployment via Streamlit.

Una aplicación web interactiva que utiliza TensorFlow.js para reconocer letras del alfabeto mediante gestos de la mano. Entrena y guarda modelos con tu cámara web.

Application developed during the ACM-W 5th National Hackathon in 24 hours

This project focuses on recognizing Bangla Sign Language gestures in real-time and it enables users to find similarities between sign language videos

A Baby Sign Live Recognition Model

A real-time Indian Sign Language (ISL) symbol detector for enhanced communication for the hearing-impaired

Real-time Sign Language Gesture Recognition Using 1DCNN + Transformers on MediaPipe landmarks

A helpful application that uses your camera to turn sign language into written words, making communication easier for Deaf and Hard of Hearing people.