Popular GitHub Repositories for Sign Language Recognition System

Sign Language Gesture Recognition From Video Sequences Using RNN And CNN

This repo contains the official code of our work SAM-SLR which won the CVPR 2021 Challenge on Large Scale Signer Independent Isolated Sign Language Recognition.

Indian Sign language Recognition using OpenCV

Simple Sign Language Detector

SAM-SLR-v2 is an improved version of SAM-SLR for sign language recognition.

ASL alphabet and digits recognition from human gestures and gesture controlled calculator Using CNN-Keras-tensorflow.

To develop an application which could be used by especially abled person to be able to convey their hand sign or gesture language into speech and aid an ordinary person to translate speech to gesture or hand sign language in order to make the communication more fluent

Pose-based word-level sign language recognition with BERT-styled transformer in Keras

This repository contains the implementation of a real-time gesture recognition system using Mediapipe for keypoint extraction and a Bidirectional LSTM neural network for gesture classification. The system captures video input, processes it to detect and track facial, pose, and hand landmarks, and predicts gestures based on the extracted keypoints.