sign-language-recognition-system

There are 60 repositories under sign-language-recognition-system topic.

harshbg / Sign-Language-Interpreter-using-Deep-Learning
A sign language interpreter using live video feed from the camera.
captured-gestures convolutional-neural-networks data-science deaf-people deep-learning deep-neural-networks gestures gestures-created hackathon keras keras-neural-networks language machine-learning major-league-hacking opencv opencv-python sign-language sign-language-interpreter sign-language-recognition-system tensorflow
Language:Python 613
hthuwal / sign-language-gesture-recognition
Sign Language Gesture Recognition From Video Sequences Using RNN And CNN
cnn inceptionv3 lstm rnn sign-language-recognition-system tensorflow
Language:Python 512
loicmarie / sign-language-alphabet-recognizer
Simple sign language alphabet recognizer using Python, openCV and tensorflow for training Inception model (CNN classifier).
classification computer-vision deep-learning inceptionv3 sign-language-recognition-system tensorflow
Language:Python 297
0aqz0 / SLR
isolated & continuous sign language recognition using CNN+LSTM/3D CNN/GCN/Encoder-Decoder
sign-language-recognition slr deep-learning 3d-cnn cnn-lstm gcn lstm seq sign-language-translation sign-language-recognition-system encoder-decoder
Language:Python 229
CVPR21Chal-SLR
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.
cvpr2021 multi-modality sign-language-recognition sign-language-recognition-system skeleton-features
Language:Python 218
Arshad221b / Sign-Language-Recognition
Indian Sign language Recognition using OpenCV
sign-language-recognition deep-learning machine-learning-projects deep-learning-projects sign-language-recognition-system opencv sign-language-recognizer
Language:Jupyter Notebook 198
Tachionstrahl / SignLanguageRecognition
Real-time Recognition of german sign language (DGS) with MediaPipe
machine-learning sign-language-recognition mediapipe sequential-data deep-learning sign-language sign-language-recognition-system live-predictions signs
Language:Jupyter Notebook 139
rrupeshh / Simple-Sign-Language-Detector
Simple Sign Language Detector
cnn deep-learning keras machine-learning sign-language-recognition-system tensorflow
Language:Python 78
soumik12345 / Kinect-Vision
A computer vision based gesture detection system that automatically detects the number of fingers as a hand gesture and enables you to control simple button pressing games using you hand gestures.
sign-language-recognition-system gesture-recognition gaming python-3 opencv opencv3-python computer-vision
Language:Jupyter Notebook 54
Mquinn960 / sign-language
Android application which uses feature extraction algorithms and machine learning (SVM) to recognise and translate static sign language gestures.
sign-language sign-language-recognition-system java svm machine-learning android opencv gesture-recognition image-processing hog-features canny-edge-detection
Language:C++ 52
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.
sign-language sign-language-recognition sign-language-recognition-system asl-recognizer asl-translator asl javascript react reactjs vercel nextjs opencv tensorflow python
Language:JavaScript 49
jayshah19949596 / DeepSign-A-Deep-Learning-Architecture-for-Sign-Language-Recognition
sign-language-recognition-system auto-encoders variational-autoencoder bidirectional-lstm lstm deep-learning convolutional-autoencoder
Language:Python 43
MuhammadMoinFaisal / Sign-Language-Alphabets-Detection-and-Recongition-using-YOLOv8
Sign Language Alphabet Detection and Recognition using YOLOv8
object-detection opencv opencv-python python pytorch sign-language sign-language-recognition sign-language-recognition-system yolo yolov8
Language:Jupyter Notebook 43
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.
sign-language-translation sign-language-recognition-system sign-languages tensorflowjs ml5js p5-js
Language:HTML 39
shubhammore1251 / Sign-Language-Recognition-Using-Mediapipe-and-React
A Sign Language Learning Platform where who know sign language can come and practice Sign Language and also people who don't know can learn through this
firebase machine-learning mediapipe reactjs firebase-auth firebase-realtime-database hand-gesture-recognition mediapipe-models sign-language-recognition-system
Language:JavaScript 39
209sontung / sign-language
Real-time Sign Language Gesture Recognition Using 1DCNN + Transformers on MediaPipe landmarks
cnn computer-vision deep-learning mediapipe real-time sign-language-recognition-system tensorflow transformer
Language:Python 37
surdoparasurdo / awesome-sign-language
🙌 A collection of awesome Sign Language projects and resources 🤟
awesome-list sign-language sign-language-recognition-system sign-language-recognition ai
36
jackyjsy / SAM-SLR-v2
SAM-SLR-v2 is an improved version of SAM-SLR for sign language recognition.
sign-language-recognition sign-language-recognition-system graph-convolutional-networks multi-modal-learning
Language:Python 32
baidwan007 / Sign-Languge-to-speech-conversion
We help the deaf and the dumb to communicate with normal people using hand gesture to speech conversion. In this code we use depth maps from the kinect camera and techniques like convex hull + contour mapping to recognise 5 hand signs
kinect kinect-v2 kinect-sensor kinect-gui kinect-camera hand-gestures depth-map hand-sign-recognition hand-gesture-recognition convex-hull contour-plot image-recognition image-processing sign-language-recognition-system sign-language sign-language-recognizer freenect
Language:Python 29
easy_sign
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.
ai4good computer-vision deep-learning open-source russian-language sign-language-recognition gesture-recognition sign-language-recognition-system
Language:Python 28
hthuwal / sign-language-character-recognition
American Sign Language Character Recognition
cnn sift sign-language-recognition-system svm vgg16
Language:Python 19
OmarAlmighty / MURMURO
Deaf People chat app using sign language
sign-language sign-language-recognition-system sign-language-translation asl android chat deaf-communications
Language:Java 17
ltfschoen / AIND-Recognizer
Term 1 Project 3 Design a Sign Language Recognition System by Luke Schoen for Udacity Artificial Intelligence Nanodegree (AIND)
python36 artificial-intelligence algorithms jupyter-notebook probabilistic-models sign-language-recognition-system hidden-markov-models pandas-dataframes feature-selection model-selection model-training baum-welch cross-platform bayesian-information-criterion discriminative-criterion natural-language-processing n-grams
Language:Jupyter Notebook 13
wesleylp / libras
Sign Language Recognition using Gait Energy Image
gait-recognition libras sign-language sign-language-recognition sign-language-recognition-system gait-generation gait-energy-image
Language:Jupyter Notebook 13
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.
cnn keras-models sign-language-recognition sign-language-recognition-system sign-language-interpreter sign-language-translation gesture-recognition
Language:Jupyter Notebook 12
arasgungore / Keyword-Search-for-Sign-Language
Senior design project titled "Keyword Search for Sign Language" for the Special Project (EE 491-492) courses offered by Boğaziçi University.
computer-vision deep-learning keyword-extraction keyword-search keyword-spotting mediapipe pose-detection pose-estimation sign-language sign-language-datasets sign-language-recognition sign-language-recognition-system supervised-learning supervised-machine-learning senior-design senior-project sign-language-recognizer sign-language-translation sign-language-interpreter keyword-detection
Language:Python 12
maghid / italian_fingerspelling_recognition
Dataset + convolutional neural network for recognizing Italian Sign Language (LIS) fingerspelling gestures
python machinelearning image-classification image-recognition keras keras-neural-networks keras-classification-models cnn cnn-keras cnn-classification sign-language sign-language-recognition-system sign-language-recognizer sign-language-recognition scikit-learn neural-networks
Language:Python 12
TILhub / Sign-Language-Recognizer-
computer-vision minor-project python sign sign-language-recognition-system sign-language-translation tensorflow
Language:Python 12
ayberktecimer / Sign_Language_Detector
convolutional-neural-network deep-learning sign-language-recognition-system
Language:Python 11
chinmoyacharjee / Sign-Language-Detection-Using-CNN
ASL alphabet and digits recognition from human gestures and gesture controlled calculator Using CNN-Keras-tensorflow.
sign-language-recognition-system cnn-keras opencv python3 keras-tensorflow scikit-learn skin-detection binary-image
Language:Python 11
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.
codeverse customtkinter hackathon indian-sign-language python sign-language sign-language-recognition sign-language-recognition-system sign-language-recognizer sign-language-translation sign-recognition tkinter-gui
Language:Jupyter Notebook 11
sayuru-akash / sign-language-recognizer
Realtime sign language gesture recognition web application developed using OpenCV & Tensor-flow
image-recognition python open-cv flask sign-language-recognition-system tensorflow
Language:Python 11
elle-Bee / ASL-interpreter
captured-gestures computer-vision computer-vision-opencv deaf-people flask keras machine-learning mediapipe opencv opencv-python sign-language sign-language-interpreter sign-language-recognition sign-language-recognition-system
Language:Python 9
AtaaEddin / beautiful-sign-language-tr
İşaret dilini tanıyabilen bir sistemi kurıyoruz
deep-learning machine-learning computer-vision multi-threading opencv real-time tensorflow keras sign-language-recognition-system
Language:Python 8
dhaneshragu / i-SLR
This innovative web app utilizes cutting-edge machine learning techniques to detect isolated sign language gestures. 📲🤖✨ The application combines the power of state-of-the-art deep learning models with a user-friendly interface to provide real-time recognition of sign language signs. 🖐️🔍💡
sign-language-recognition-system
Language:JavaScript 8
shabisht / ISL-Hand-Sign-Recognition
A real-time Indian Sign Language (ISL) symbol detector for enhanced communication for the hearing-impaired
cnn-keras cnn-multilabel-classification convolutional-neural-networks mediapipe-hands numpy opencv-python pillow python39 sign-language-recognition-system streamlit tensorflow-keras
Language:Python 8

sign-language-recognition-system

harshbg / Sign-Language-Interpreter-using-Deep-Learning

hthuwal / sign-language-gesture-recognition

loicmarie / sign-language-alphabet-recognizer

0aqz0 / SLR

jackyjsy / CVPR21Chal-SLR

Arshad221b / Sign-Language-Recognition

Tachionstrahl / SignLanguageRecognition

rrupeshh / Simple-Sign-Language-Detector

soumik12345 / Kinect-Vision

Mquinn960 / sign-language

MaheshNat / Signify

jayshah19949596 / DeepSign-A-Deep-Learning-Architecture-for-Sign-Language-Recognition

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

Elysian01 / Sign-Language-Translator

shubhammore1251 / Sign-Language-Recognition-Using-Mediapipe-and-React

209sontung / sign-language

surdoparasurdo / awesome-sign-language

jackyjsy / SAM-SLR-v2

baidwan007 / Sign-Languge-to-speech-conversion

ai-forever / easy_sign

hthuwal / sign-language-character-recognition

OmarAlmighty / MURMURO

ltfschoen / AIND-Recognizer

wesleylp / libras

anafisa / Real-Time-Gesture-Recognition

arasgungore / Keyword-Search-for-Sign-Language

maghid / italian_fingerspelling_recognition

TILhub / Sign-Language-Recognizer-

ayberktecimer / Sign_Language_Detector

chinmoyacharjee / Sign-Language-Detection-Using-CNN

meet244 / Sign-Language-Translator

sayuru-akash / sign-language-recognizer

elle-Bee / ASL-interpreter

AtaaEddin / beautiful-sign-language-tr

dhaneshragu / i-SLR

shabisht / ISL-Hand-Sign-Recognition