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.

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

An English to American Sign Language translator.

ASL to Speech translator.

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

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.

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

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.

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.

American Sign Language translation to text, using a Machine Learning Model. (🏆 3rd Place at HackHershey)

ASL word-level transcription using DL and CNNs

Breaking Barriers: A CNN-Based ASL Classification System!

A React based web application for American sign language translation

Snapchat Lens used to transcript American Sign Language

A cross model translation system from Speech to Indian Sign Language along with an emotion recognition system for real-time user input.

The finalist project for What The Hack 2022.

Transformer for translating Mediapipe ASL Fingerspelling data to text sentences. Based on Google Kaggle competition.

A Machine Learning System for Sign Language Video Translation and Speech Generation into Low-Resource Languages (LRLs) in Nigeria. AISaturdayLagos (Cohort- 8 Ransom-Kuti-Ladipo)

AI based ASL translator Sign2Text. Front end made with Astro and Svelte.

HandsOn Android App to translate & learn ASL