Projects in Awesome Lists tagged with sign-language-translation

https://github.com/dxli94/wlasl

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

sign-language sign-language-classifier sign-language-datasets sign-language-recognition sign-language-translation

Last synced: 04 Apr 2025

https://github.com/dxli94/WLASL

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

sign-language sign-language-classifier sign-language-datasets sign-language-recognition sign-language-translation

Last synced: 27 Mar 2025

https://dxli94.github.io/WLASL/

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

sign-language sign-language-classifier sign-language-datasets sign-language-recognition sign-language-translation

Last synced: 14 Mar 2025

https://github.com/kayoyin/transformer-slt

Sign Language Translation with Transformers (COLING'2020, ECCV'20 SLRTP Workshop)

deep-learning machine-learning neural-machine-translation sign-language-translation transformer

Last synced: 19 Feb 2025

https://github.com/sign-language-translator/sign-language-translator

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

artificial-intelligence attention-mechanism computer-vision deep-learning encoder-decoder language-models machine-learning motion-transfer nlp pose-estimation python pytorch rule-based-nlp sign-language sign-language-recognition sign-language-translation sign-to-text text-to-sign transformers translation

Last synced: 06 Apr 2025

https://github.com/elysian01/sign-language-translator

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.

ml5js p5-js sign-language-recognition-system sign-language-translation sign-languages tensorflowjs

Last synced: 19 Feb 2025

https://github.com/rabBit64/Sign-language-recognition-with-RNN-and-Mediapipe

deep-neural-networks gesture-recognition lstm rnn sign-language-translation

Last synced: 20 Nov 2024

https://github.com/jamnicki/mig-ai

Academic R&D project: Sign-Polish Language Video Translator

image-processing natural-language-processing sign-language-translation video-processing

Last synced: 02 Apr 2025

https://github.com/ai-forever/rsl_aij2023

AI Journey 2023: Russian Sign Language Recognition (Equal AI Track)

ai-journey competition computer-vision deep-learning gesture-recognition sign-language-recognition sign-language-translation

Last synced: 19 Apr 2025

https://github.com/uni-creator/real-time-sign-language-recognition

This project implements an LSTM-based model for recognizing sign language gestures, specifically targeting actions like 'hello', 'thanks', 'nothing', and 'I love you'. Using PyTorch, it processes sequences of hand gestures, trains the model, and evaluates performance through confusion matrices and probabilities.

ai-for-accessibility asl-translator computer-vision deep-learning gesture-recognition lstm machine-learning python pytorch sequence-classification sign-language-recognition sign-language-translation

Last synced: 04 Apr 2025

https://github.com/samchenyu/signsync

a browser extension that converts auto-generated YouTube subtitles into real-time sign language!

ai extension-chrome javascript python sign-language-translation

Last synced: 21 Apr 2025

https://github.com/prasukj7-arch/visual_text

The project uses computer vision and machine learning to translate sign language gestures into text, MediaPipe detects handprints, and Random Forest Classifier predicts characters in real time. It recognizes all 26 letters of the English alphabet, providing an intuitive interface to improve communication for people who need to use sign language.

computer-vision english-alphabet-recognition hand-gesture-recognition human-computer-interaction machine-learning mediapipe random-forest-classifier real-time-prediction sign-language-translation

Last synced: 11 Apr 2025

https://github.com/prodev717/gesturecall

A video call intercom system designed for deaf people, using a Raspberry Pi, vibration motor, and AI-powered sign language translation. It enables communication between normal and deaf users over a local network without any call charges.

ai deaf-communications fastapi iot local-network mediapipe opencv python python-gpio raspberry-pi sign-language-translation socket-programming vibration-sensor video-call

Last synced: 30 Mar 2025

https://github.com/dxli94/neural-sign-language-translation-tspnet

Project page for NeurIPS 2020 paper "TSPNet: Hierarchical Feature Learning via Temporal Semantic Pyramid for Sign Language Translation".

computer-vision deep-learning fairseq sign-language-recognition sign-language-translation transformer

Last synced: 21 Feb 2025

https://github.com/insafhamdi/sign-language-translator

This project aims to develop a cutting-edge system that detects sign language from images and converts it into audio, and vice versa.

sign-language sign-language-detection sign-language-recognition sign-language-translation

Last synced: 19 Mar 2025

https://github.com/gill003/smart-sign-language-translator-glove

The Smart Sign Language Glove is a wearable device that translates sign language gestures into text or speech, bridging communication gaps for sign language users. Powered by an ESP32 microcontroller, the glove uses flex sensors and an MPU-6050 accelerometer/gyroscope to capture real-time hand movements.

esp32 knn-classification machine-learning-algorithms mpu6050 platformio sign-language-translation threejs webserver