WACV 2020 "Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison"

Effortless Real-Time Sign Language Translation

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.

isolated & continuous sign language recognition using CNN+LSTM/3D CNN/GCN/Encoder-Decoder

Indian Sign language Recognition using OpenCV

Real-time Recognition of german sign language (DGS) with MediaPipe

Resources about Sign Language Processing (e.g., Sign Language Recognition / Translation / Production)

Visual Alignment Constraint for Continuous Sign Language Recognition. ( ICCV 2021)

BSL-1K: Scaling up co-articulated sign language recognition using mouthing cues, ECCV 2020

A Machine Learning pipeline that performs hand localization and static-gesture recognition built using the scikit learn and scikit image libraries

papers on sign language recognition and related fields

Repository accompanying the "Sign Pose-based Transformer for Word-level Sign Language Recognition" paper

A simple ASL (American Sign Language) alphabet detection using TensorFlow and Handpose model

I created an application which takes in live speech or audio recording as input, converts it into text and displays the relevant Indian Sign Language images or GIFs, using Natural Language Processing and Machine Learning Algorithm.

Python library & framework to build custom translators for the hearing-impaired and translate between Sign Language & Text using Artificial Intelligence.

PyTorch reimplementation of DilatedSLR (IJCAI'18) for continuous sign language recognition.

A simple sign language detection web app built using Next.js and Tensorflow.js. 2020 Congressional App Challenge. Winner! Developed by Mahesh Natamai and Arjun Vikram.

Final Year Project serving the sign language translator with custom made capability

🙌 A collection of awesome Sign Language projects and resources 🤟