There are 5 repositories under sign-language-recognition topic.
WACV 2020 "Word-level Deep Sign Language Recognition from Video: A New Large-scale Dataset and Methods Comparison"
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
Resources about Sign Language Processing (e.g., Sign Language Recognition / Translation / Production)
Real-time Recognition of german sign language (DGS) with MediaPipe
Visual Alignment Constraint for Continuous Sign Language Recognition. ( ICCV 2021)
Python library & framework to build custom translators for the hearing-impaired and translate between Sign Language & Text using Artificial Intelligence.
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
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
Paper list of sign language, including sign language recognition(SLR), sign language translation(SLT) and other interesting work. Quick start your awesome work with us!! 🤟🤟🤟
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.
Final Year Project serving the sign language translator with custom made capability
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.
Sign Language Alphabet Detection and Recognition using YOLOv8
🙌 A collection of awesome Sign Language projects and resources 🤟
An Indian Sign Language Translator, created with the aim of achieving near-real time outputs, along with background and illumination independence.
Neural Network that is able to translate any sign language into text.
SAM-SLR-v2 is an improved version of SAM-SLR for sign language recognition.
✌️ ASL ⭤ English Translation with MediaPipe, PointNet, ThreeJS and Embeddings
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.
World Level American Sign Language Recognition and Translation to Spoken Language
Use this API to make your own Sign Language Recognition Application.
Spatial Temporal Graph Convolutional Networks for Sign Language (ST-GCN-SL) Recognition
A list of useful resources in the sign language recognition, translation and generation, such as datasets, papers, links to open source projects
Papers on sign language recognition and related fields
Intro of some sign language datasets suitable for research
Code, data and models for our submission to the ChaLearn 2021 LAP challenge (CVPR2021)