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GestureGo facilitates bidirectional communication between people with hearing or speech impairments and other people which in turn will lessen the communication gap between them and allowing everyone to understand and be understood.

Python 2.86% CSS 51.19% HTML 7.04% JavaScript 31.72% SCSS 3.13% Jupyter Notebook 4.07%
django google-cloud-translation-api labelimg opencv-python postgresql python3 signlanguagerecognition speech-to-sign-language tensorflow

gesturego's Introduction

GestureGo

LOGO

Problem Statement

All day to day activities require effective interpersonal communication for both personal and professional settings. But people with hearing, visual and speech impairments, find it extremely difficult to interact with others.

When over 1.5 billion people suffer from hearing loss around the world, deaf sign language users make up only about 0.1% of the total population in any given country. This can have a vastly negative impact on their mental health. Studies reveal that deaf/mute people are around twice as likely to suffer from psychological problems.

Solution

We propose a web application, GestureGo, which will facilitate bidirectional communication between people with hearing or speech impairments and other people which in turn will lessen the communication gap between them and allowing everyone to understand and be understood.

Flowchart

Flowchart

Tech stack

  • FrontEnd: Django and Tailwind CSS
  • Other libraries: Tensorflow, Pyaudio, Docker, Google Cloud Translator API
  • Version Control and Hosting: Git for Source Code Management and Netlify for hosting

Local Setup

  • Fork and clone the repository.
  • Add remote upstream git remote add upstream https://github.com/varisha-025/GestureGo

Want to contribute?

Check out CONTRIBUTING.md.

gesturego's People

Contributors

rishika-1603 avatar varisha-025 avatar vartikab avatar

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