asl-recognizer

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fmahoudeau /MiCT-RANet-ASL-FingerSpelling

Star64

Real-time fingerspelling video recognition achieving 74.4% letter accuracy on ChicagoFSWild+

asl american-sign-language asl-recognizer fingerspelling mixed-convolutional-tube mict-net chicago-fs-wild reccurent-visual-attention asl-fingerspelling

UpdatedJan 4, 2025
Python

MaheshNat /Signify

Star47

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.

react javascript python opencv reactjs tensorflow nextjs asl sign-language sign-language-recognition-system asl-recognizer sign-language-recognition asl-translator vercel

UpdatedMay 9, 2021
JavaScript

albanjoseph /Signapse

Star36

Signapse is an open source software tool for helping everyday people learn sign language for free!

opencv ai cpp asl neuralnetwork computervision signlanguage asl-recognizer asl-translator signlanguagerecognition signlanguagedetection

UpdatedMay 2, 2022
C++

rklymentiev /asl_recognition

Star21

ASL gesture recognition from the webcam using OpenCV & CNN

cnn opencv-python asl-recognizer

UpdatedMay 22, 2019
Python

Yoddikko /ASL-Recognizer

Star13

A simple app that analyses and recognises the alphabet in sign language using machine learning

swift machine-learning avfoundation vision asl-recognizer swiftui

UpdatedJun 12, 2022
Swift

raj99-code /realtime-sign-language-recognition

Star8

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.

raspberry-pi opencv cpp raspberry-pi-camera gesture-recognition american-sign-language hand-detection asl-recognizer sign-language-recognition oled-display-sh1106

UpdatedApr 20, 2022
C++

Bishalsarang /The-Sign-Language-Platform

Star8

A Computer Vision based project that uses CNN to translate American Sign Language(ASL) to text and speech

deep-neural-networks computer-vision deep-learning asl cnn deeplearning american-sign-language cnn-text-classification cnn-classification asl-recognizer asl-translator

UpdatedNov 21, 2022
Jupyter Notebook

priyanka-maz /sign-language-detection

Star8

EchoSign was made as part of an IBM internship project which we won with this project. It uses transfer learning on MobileNet on a hand-curated dataset of ASL images. The website for this classification was developed in Flask and it uses TTS technology for ASL text to speech conversion.

flask-application ttl mobilenet asl-recognizer asl-translator tensorflow2 efficientnet

UpdatedMar 29, 2024
HTML

MelihGulum /ASL-Recognition-CNN-OpenCV

Star6

American Sign Language Alphabet recognition with Deep Learning's CNN architecture

opencv deep-learning asl cnn american-sign-language hand-detection asl-recognizer

UpdatedMay 17, 2022
Jupyter Notebook

parakh-gupta /Sign_language_alphabet_recognizer

Star6

Sign Language Alphabet Recognition System that automatically detects American Sign Language and convert gestures from live webcam into text and speech.

machine-learning deep-learning convolutional-neural-network sign-language-recognizer hand-gesture-recognition asl-recognizer

UpdatedFeb 11, 2020
Jupyter Notebook

AdamJeddy /Grad-Project-Code

Star5

Repo for storing files for the graduation project. It holds code for the CV and NLP Model

nlp natural-language-processing computer-vision asl asl-recognizer asl-translator

UpdatedApr 6, 2023
Jupyter Notebook

DEV-D-GR8 /SignSense

Star5

This repository contains a transformer-based model for real-time American Sign Language (ASL) recognition. The model leverages transformer architecture to interpret ASL gestures and utilizes the Gemini-Pro LLM API for constructing sentences from recognized ASL signs.

python opencv machine-learning deep-learning neural-network transformers artificial-intelligence transformer gemini neural-networks machinelearning deeplearning opencv-python artificialintelligence asl-recognizer gemini-api asl-translator gemini-pro gemini-pro-api gemini-flash

UpdatedJun 24, 2024
Jupyter Notebook

jtcass01 /SIMON

Star5

The purpose of the Sign-Interfaced Machine Operating Network, or SIMON, is to develop a machine learning classifier that translates a discrete set of ASL sign language presentations from images of a hand into a response from another system.

python machine-learning deep-neural-networks tensorflow numpy assembly keras asl atmega328p python3 embedded-systems image-classification image-recognition resnet residual-networks avr-assembly resnet-50 sign-language-recognition-system asl-recognizer machine-learning-classifiers

UpdatedMar 18, 2019
Python

AdarshPathak24 /Research-Paper---Comparison-of-CNN-and-Contour-Algorithm-for-Number-Identification-Using-Hand-Gestur

Star5

There are many applications where hand gesture can be used for interaction with systems like videogames, controlling UAV’s, medical equipment’s, etc. These hand gestures can also be used by handicapped people to interact with the systems. The main focus of this work is to create a vision based system to identify sign language gestures from real-…

machine-learning deep-learning contours research-paper cnn-keras deaf-communications american-sign-language asl-recognizer