spoter

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.

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.

A trained Convolutional Neural Network implemented on ZedBoard Zynq-7000 FPGA.

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

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

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

This repository is used to share materials related to workshops held at Universiti Teknologi Malaysia and other locations.

communication application to make Complete conversation with deaf people

This is a Streamlit app that detects, classifies, and translates Indian Sign Language (ISL) using custom-trained YOLOv8 and Vision Transformer (ViT) models. It supports real-time image capture, multi-language text translation, and text-to-speech conversion, enhancing accessibility and communication for ISL users.

Hierarchical Windowed Graph Attention Network for Sign Language Recognition