Simple real-time system for detecting hand sign and hand gesture for controlling devices
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Updated
Dec 7, 2023 - Python
Simple real-time system for detecting hand sign and hand gesture for controlling devices
A python based app which can convert the hand gesture to corresponding text label in real time.
This project detects 3 actions 'hello', 'thanks' and 'I love you' leveraging media pipe for keypoints and landmark detection. LSTM model is employed for training the model and logic is provided to detect signs of the user in real-time
The local server for the Sign Language Recognition, the data capturing and algorithm inference are implement in this project, the server base on the Django
CSE 442 project
A comprehensive table of word-level video sign language datasets
American Sign Language Alphabet Detection in Real Time with EfficientNetB0 in PyTorch
Real time sign language recognition
A program that takes sign images from a user and converts them into speech.
TensorFlow implementation of a deep neural network to recognize sign language digits
SignLearn is a web application to help people learn sign language through the use of Artificial Intelligence. By using handpose recogition, the signs will be recognized and labeled, eventually leading up to a high accuracy in learning sign language signs.
My goal is to build an algorithm capable of recognizing a sign with high accuracy. To do so, I am going to build a tensorflow model with deep learning methods.
Sign Language Recognizer
This application is an android application that functions to detect and recognize sign language
ASL classification project repository for sign language recognition
A CNN for classifying images of American Sign Language alphabet
[This repo will be online very soon!] The Sem-Lex Benchmark contains 84k isolated American Sign Language signs from a vocabulary of 3,149. This repo contains instructions for downloading the data and replicating the evaluation in our ASSETS '23 paper (link below).
This project will focus on sign language translation using wearable devices, which is able to help people having troubles with hearing and speaking in real world scenarios 😄
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