sign-language-recognition | Topic

Topic: "sign-language-recognition"

dxli94/WLASL

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

Language: Python - Size: 3.64 MB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 985 - Forks: 127

EvilPort2/Sign-Language

A very simple CNN project to recognize gestures made in American Sign Language

Size: 312 MB - Last synced at: 10 days ago - Pushed at: almost 6 years ago - Stars: 791 - Forks: 356

sign/translate

Effortless Real-Time Sign Language Translation

Language: TypeScript - Size: 1.08 GB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 622 - Forks: 113

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.

Language: Python - Size: 719 KB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 243 - Forks: 47

VIPL-SLP/awesome-sign-language-processing

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

Size: 56.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 192 - Forks: 17

jackyjsy/CVPR21Chal-SLR

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.

Language: Python - Size: 51.9 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 174 - Forks: 45

0aqz0/SLR

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

Language: Python - Size: 458 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 165 - Forks: 34

Tachionstrahl/SignLanguageRecognition

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

Language: Jupyter Notebook - Size: 609 MB - Last synced at: 10 days ago - Pushed at: almost 3 years ago - Stars: 139 - Forks: 31

Arshad221b/Sign-Language-Recognition

Indian Sign language Recognition using OpenCV

Language: Jupyter Notebook - Size: 3.21 MB - Last synced at: about 1 year ago - Pushed at: about 2 years ago - Stars: 131 - Forks: 62

VIPL-SLP/VAC_CSLR

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

Language: Python - Size: 356 KB - Last synced at: 2 months ago - Pushed at: over 2 years ago - Stars: 131 - Forks: 20

ZechengLi19/Awesome-Sign-Language

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!! 🤟🤟🤟

Size: 27.3 KB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 122 - Forks: 3

satyam9090/Automatic-Indian-Sign-Language-Translator-ISL

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.

Language: Python - Size: 74.3 MB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 113 - Forks: 56

maty-bohacek/spoter

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

Language: Python - Size: 46.9 KB - Last synced at: 25 days ago - Pushed at: about 2 years ago - Stars: 88 - Forks: 25

gulvarol/bsl1k

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

Language: Python - Size: 931 KB - Last synced at: about 1 year ago - Pushed at: almost 4 years ago - Stars: 75 - Forks: 10

ZechengLi19/Uni-Sign

[ICLR'25] Official Implement of "Uni-Sign: Toward Unified Sign Language Understanding at Scale"

Language: Python - Size: 1.47 MB - Last synced at: 5 days ago - Pushed at: 6 days ago - Stars: 73 - Forks: 8

mon95/Sign-Language-and-Static-gesture-recognition-using-sklearn

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

Language: Jupyter Notebook - Size: 31.8 MB - Last synced at: over 2 years ago - Pushed at: about 7 years ago - Stars: 69 - Forks: 34

0aqz0/SLRPapers

papers on sign language recognition and related fields

Size: 41 KB - Last synced at: over 2 years ago - Pushed at: about 5 years ago - Stars: 61 - Forks: 14

kaistmm/SlowFastSign

[ICASSP 2024] Official code for Slowfast Network for Continuous Sign Language Recognition

Language: Python - Size: 4.52 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 50 - Forks: 11

gabguerin/Sign-Language-Recognition--MediaPipe-DTW

Language: Python - Size: 5.17 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 50 - Forks: 12

syauqy/handsign-tensorflow

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

Language: JavaScript - Size: 1.6 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 49 - Forks: 20

ustc-slr/DilatedSLR

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

Language: Python - Size: 236 KB - Last synced at: almost 2 years ago - Pushed at: about 5 years ago - Stars: 42 - Forks: 13

kevinjosethomas/sign-language-processing

✌️ An ASL fingerspell recognition and semantic pose retrieval interface (arXiv, GitHub, YouTube)

Language: Python - Size: 278 MB - Last synced at: 5 months ago - Pushed at: 5 months ago - Stars: 40 - Forks: 3

AbhishekSinghDhadwal/Indian-Sign-Language-Translator

An Indian Sign Language Translator, created with the aim of achieving near-real time outputs, along with background and illumination independence.

Language: Python - Size: 16.6 MB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 40 - Forks: 7

surdoparasurdo/awesome-sign-language

🙌 A collection of awesome Sign Language projects and resources 🤟

Size: 18.6 KB - Last synced at: 8 days ago - Pushed at: over 6 years ago - Stars: 37 - Forks: 4

MaheshNat/Signify

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.

Language: JavaScript - Size: 103 MB - Last synced at: almost 2 years ago - Pushed at: about 4 years ago - Stars: 30 - Forks: 16

ai-forever/easy_sign

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.

Language: Python - Size: 33.1 MB - Last synced at: 3 months ago - Pushed at: over 1 year ago - Stars: 29 - Forks: 6

alanjeremiah/WLASL-Recognition-and-Translation

World Level American Sign Language Recognition and Translation to Spoken Language

Language: Python - Size: 358 MB - Last synced at: 6 months ago - Pushed at: about 1 year ago - Stars: 28 - Forks: 34

Mohsinrazaa/Sign-Language-Recogination

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

Language: Jupyter Notebook - Size: 10.5 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 27 - Forks: 3

dgovor/Sign-Language-Translator

Neural Network that is able to translate any sign language into text.

Language: Python - Size: 74.4 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 26 - Forks: 8

susilnem/American-sign-Language

A CNN based human computer interface for American Sign Language recognition for hearing-impaired individuals

Language: Python - Size: 78.4 MB - Last synced at: 1 day ago - Pushed at: almost 2 years ago - Stars: 22 - Forks: 9

jackyjsy/SAM-SLR-v2

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

Language: Python - Size: 191 KB - Last synced at: over 2 years ago - Pushed at: almost 4 years ago - Stars: 20 - Forks: 4

amorim-cleison/st-gcn-sl Fork of open-mmlab/mmskeleton

Spatial Temporal Graph Convolutional Networks for Sign Language (ST-GCN-SL) Recognition

Language: Python - Size: 56.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 19 - Forks: 7

MuhammadMoinFaisal/Sign-Language-Alphabets-Detection-and-Recongition-using-YOLOv8

Sign Language Alphabet Detection and Recognition using YOLOv8

Language: Jupyter Notebook - Size: 18.9 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 8

hearai/hearai

Model Sign Language with Machine Learning

Language: Python - Size: 35.4 MB - Last synced at: over 2 years ago - Pushed at: over 2 years ago - Stars: 18 - Forks: 4

Rhythmblue/Sign-Language-Datasets

Intro of some sign language datasets suitable for research

Language: Python - Size: 594 KB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 18 - Forks: 0

iliasprc/SLR-Papers Fork of 0aqz0/SLRPapers

Papers on sign language recognition and related fields

Size: 173 KB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 17 - Forks: 2

ustc-slr/ChaLearn-2021-ISLR-Challenge

Code, data and models for our submission to the ChaLearn 2021 LAP challenge (CVPR2021)

Language: Shell - Size: 4.01 MB - Last synced at: 12 months ago - Pushed at: over 4 years ago - Stars: 17 - Forks: 2

baharudin-yusup/salingsapa

A video call apps to enable deaf people to communicate with normal people using sign language recognition and speech-to-text

Language: Dart - Size: 42.1 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 16 - Forks: 0

jackyjsy/awesome-sign-language-recognition

Resources about awesome sign language recognition and sign language translation: basic, dataset, paper, and code.

Size: 28.3 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 15 - Forks: 2

dev-td7/Indian-Sign-Language-Translator

Use this API to make your own Sign Language Recognition Application.

Language: Python - Size: 20.4 MB - Last synced at: over 2 years ago - Pushed at: over 6 years ago - Stars: 15 - Forks: 6

talfig/Sign-Language-Recognition

Sign language recognition system using MobileNetV2 architecture and MediaPipe, accurately translating video inputs and live camera feeds into defined sign language with OpenCV.

Language: Jupyter Notebook - Size: 1.14 GB - Last synced at: about 1 month ago - Pushed at: about 2 months ago - Stars: 14 - Forks: 7

AlvaroCavalcante/hand-face-detector

Hand and Face Detection for Sign Language

Language: Python - Size: 49.9 MB - Last synced at: 4 months ago - Pushed at: over 1 year ago - Stars: 14 - Forks: 2

m-decoster/ChaLearn-2021-LAP

Code and pre-trained models for my submission to the ChaLearn 2021 LAP challenge.

Language: Python - Size: 378 KB - Last synced at: over 2 years ago - Pushed at: almost 3 years ago - Stars: 13 - Forks: 7

wesleylp/libras

Sign Language Recognition using Gait Energy Image

Language: Jupyter Notebook - Size: 10.1 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 3

hearai/sign-language-review

A list of useful resources in the sign language recognition, translation and generation, such as datasets, papers, links to open source projects

Size: 9.77 KB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 13 - Forks: 4

Event-AHU/OpenESL

Event based Sign-Language-Translation

Language: Python - Size: 52.4 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 12 - Forks: 3

mohaEs/SignCol

Sign language collector by MS Kinect v2

Language: C# - Size: 1.1 MB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 12 - Forks: 3

blackbird71SR/Small-Deep-Learning-Projects

Small projects with Deep Learning magic! - Predicting Customer Churn in Banking, Predict tags on Stack Overflow, Sign Language Recognition

Language: Jupyter Notebook - Size: 37.4 MB - Last synced at: 3 months ago - Pushed at: almost 4 years ago - Stars: 12 - Forks: 7

Diksha942/Indian-Sign-Language-Detection

Language: Python - Size: 6.64 MB - Last synced at: 11 months ago - Pushed at: almost 5 years ago - Stars: 12 - Forks: 2

satyam9090/Automatic-Indian-Sign-Language-Translator Fork of sakurakhadag/Speech-to-Indian-Sign-Language-Translator

Created an Automatic Translator, an application which is purposely deployed for deaf people that converts speech to text and then to Indian Sign Language gestures. Machine Translation and Natural Language Processing techniques are widely used.

Language: Python - Size: 70.4 MB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 12 - Forks: 3

CodingSamrat/Sign-Language-Recognition

A Machine Learning model that will be able to classify the various hand gestures used for finger spelling in sign language

Language: Python - Size: 36.8 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 10 - Forks: 4

23bulgogi/sonmari

수어 번역 프로그램입니다.

Language: Python - Size: 133 MB - Last synced at: about 2 years ago - Pushed at: almost 4 years ago - Stars: 10 - Forks: 3

talfig/Sign-Language-Recognition-V1

Sign language recognition system using CNN architecture, accurately translating images into defined sign language.

Language: Python - Size: 8.59 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 9 - Forks: 0

KhaledAshrafH/Sign-Language-Digit-Recognizer

This project aims to classify sign language for numbers from 0 to 9 using different neural network architectures (FFNN - LSTM - CNN) and SVM. The goal is to create a sign detector that can recognize and translate sign language gestures to text.

Language: Jupyter Notebook - Size: 145 KB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 9 - Forks: 0

sid-1998/Sign-Language-Recognition

Trained a CNN to understand American Sign Language and convert gestures into text

Language: Jupyter Notebook - Size: 26.2 MB - Last synced at: over 2 years ago - Pushed at: almost 6 years ago - Stars: 9 - Forks: 4

iliasprc/slrzoo

Language: Python - Size: 44.2 MB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 8 - Forks: 0

ahmed-mehanna/sign-language-detection

Arabic Sign Language Recognizer and Translator - ASLR/ASLT

Language: Jupyter Notebook - Size: 7.57 MB - Last synced at: 11 months ago - Pushed at: about 3 years ago - Stars: 8 - Forks: 1

raj99-code/realtime-sign-language-recognition

Portable sign language (ASL) recognition device that utilizes real-time and efficient programming to help mute and deaf by establishing two-way communication channel with people who have never studied sign language.

Language: C++ - Size: 205 MB - Last synced at: 4 months ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 1

Mainakdeb/signlingo

Sign Language Tutor Powered by Deep Learning.

Language: Jupyter Notebook - Size: 2.41 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 7 - Forks: 2

meet244/Sign-Language-Translator

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

Language: Jupyter Notebook - Size: 14.6 MB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 6 - Forks: 1

Aaron-Paul/Indian-Sign-Language-Translator

Takes your voice as input and converts it into Indian sign language as well as recognizes Indian sign language and converts it into text

Language: Python - Size: 17.6 MB - Last synced at: over 2 years ago - Pushed at: over 4 years ago - Stars: 6 - Forks: 2

Nourshosharah/Assistant-Application-for-Deaf-and-dumb-using-deep-learning-techniques

communication application to make Complete conversation with deaf people

Language: Python - Size: 34.2 KB - Last synced at: over 2 years ago - Pushed at: over 5 years ago - Stars: 6 - Forks: 0

maghid/italian_fingerspelling_recognition

Dataset + convolutional neural network for recognizing Italian Sign Language (LIS) fingerspelling gestures

Language: Python - Size: 60.8 MB - Last synced at: over 2 years ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 4

hoangchunghien/Sign-Language-Recognition

The overall goal of this project is to build a word recognizer for American Sign Language video sequences, demonstrating the power of probabilistic models.

Language: HTML - Size: 292 KB - Last synced at: almost 2 years ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 5

RiaanSadiq/Sign-Language-Detection

Sign Language Detection using CNN and Flask. This project uses Convolutional Neural Networks (CNN) to detect and classify sign language gestures. It includes a Flask web application for real-time detection. Simply use your webcam to translates gestures into text.

Language: Jupyter Notebook - Size: 85.6 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 5 - Forks: 0

ai-forever/rsl_aij2023

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

Language: Jupyter Notebook - Size: 513 KB - Last synced at: 3 months ago - Pushed at: almost 2 years ago - Stars: 5 - Forks: 0

anafisa/Real-Time-Gesture-Recognition

The primary objective of this project is to build a Real-Time Gesture Recognition Model. This model can be proposed as a baseline model for sign interpreter, which automatically converts sign language into written output to make communication for dumb people easy.

Language: Jupyter Notebook - Size: 5.7 MB - Last synced at: over 2 years ago - Pushed at: over 3 years ago - Stars: 5 - Forks: 1

GokulSudheesh/SignLanguageRecognition

Real time sign language recognition

Language: Jupyter Notebook - Size: 2.23 MB - Last synced at: 4 months ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 0

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.

Language: Python - Size: 2.13 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 4 - Forks: 0

MonzerDev/Real-Time-Sign-Language-Recognition

A real-time sign language recognition system utilizing MediaPipe and CNNs to classify static gestures (A-Z, 1-9). Includes custom datasets, preprocessing, training, and evaluation scripts, designed to enhance accessibility for the deaf and hard-of-hearing communities.

Language: Python - Size: 22.2 MB - Last synced at: 5 days ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0