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31 changes: 24 additions & 7 deletions README.md
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![Stars](https://img.shields.io/github/stars/harshbg/Sign-Language-Interpreter-using-Deep-Learning.svg?style=social)
![Forks](https://img.shields.io/github/forks/harshbg/Sign-Language-Interpreter-using-Deep-Learning.svg?style=social)
![GitHub contributors](https://img.shields.io/github/contributors/harshbg/Sign-Language-Interpreter-using-Deep-Learning.svg)
![Language](https://img.shields.io/github/languages/top/harshbg/Sign-Language-Interpreter-using-Deep-Learning.svg)
[![GitHub](https://img.shields.io/github/license/harshbg/Sign-Language-Interpreter-using-Deep-Learning.svg)](https://choosealicense.com/licenses/mit)
[![Hits](https://hits.seeyoufarm.com/api/count/incr/badge.svg?url=https%3A%2F%2Fgithub.com%2Fharshbg%2FSign-Language-Interpreter-using-Deep-Learning&count_bg=%2379C83D&title_bg=%23555555&icon=&icon_color=%23E7E7E7&title=hits&edge_flat=false)](https://hits.seeyoufarm.com)


# Sign Language Interpreter using Deep Learning
> A sign language interpreter using live video feed from the camera.
The project was completed in 24 hours as part of HackUNT-19, the University of North Texas's annual Hackathon. You can view the project demo on [YouTube](http://bit.ly/2Iaz2UK).
The project was completed in 24 hours as part of HackUNT-19, the University of North Texas's annual Hackathon. You can view the project demo on [YouTube](https://link.harshgupta.com/acd72).

## Table of contents
* [General info](#general-info)
Expand Down Expand Up @@ -31,7 +39,10 @@ We wanted to make it easy for 70 million deaf people across the world to be inde
![Example screenshot](./img/demo3.gif)


**The entire demo of the project can be found on [YouTube](http://bit.ly/2Iaz2UK).**
![Example screenshot](./img/demo5.gif)


**The entire demo of the project can be found on [YouTube](https://link.harshgupta.com/acd72).**


## Screenshots
Expand Down Expand Up @@ -158,13 +169,19 @@ Features that can be added:
* Add more sign languages

## Status
Project is: _finished_. Our team was the winner of the UNT Hackaton 2019. You can find the our final submission post on [devpost](http://bit.ly/2WWllwg).
Project is: _finished_. Our team was the winner of the UNT Hackaton 2019. You can find the our final submission post on [devpost](https://rebrand.ly/754c5).

## Contact
Created by me with my teammates [Siddharth Oza](https://github.com/siddharthoza), [Ashish Sharma](https://github.com/ashish1993utd), and [Manish Shukla](https://github.com/Manishms18).

Subscribe to my [newsletter](https://upswing.substack.com/) and unlock the secrets to becoming a 10X Data Scientist!

If you loved what you read here and feel like we can collaborate to produce some exciting stuff, or if you
just want to shoot a question, please feel free to connect with me on <a href="[email protected]" target="_blank">email</a>,
<a href="http://bit.ly/2uOIUeo" target="_blank">LinkedIn</a>, or
<a href="http://bit.ly/2CZv1i5" target="_blank">Twitter</a>.
My other projects can be found [here](http://bit.ly/2UlyFgC).
just want to shoot a question, please feel free to connect with me on <a href="[email protected]" target="_blank">email</a>,
<a href="https://link.harshgupta.com/c9a5b" target="_blank">LinkedIn</a>, or
<a href="https://link.harshgupta.com/34c63" target="_blank">Twitter</a>.
My other projects can be found [here](https://link.harshgupta.com/85f2e).

[![GitHub](https://img.shields.io/github/followers/harshbg.svg?style=social)](https://link.harshgupta.com/e144a)
[![Twitter](https://img.shields.io/twitter/follow/harshbg.svg?style=social)](https://link.harshgupta.com/34c63)

12 changes: 12 additions & 0 deletions citation.cff
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cff-version: 1.1.0
message: "If you use this software, please cite it as below."
authors:
- family-names: Shukla
given-names: Manish
orcid: https://orcid.org/0009-0005-1093-5816
- family-names: Gupta
given-names: Harsh
title: "Sign Language Interpreter using Deep Learning"
version: v1.0
date-released: 2025-08-19
doi: 10.5281/zenodo.16906268
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