Hackathon Starts Now , Let's unleash "The Demon"

Description

This project is a web application that uses a machine learning model to interpret sign language and has Speech-to-text functionality for deaf indivisualds communicate well.The web app also consists of tutorials quizess and more. The frontend is built with React and the backend is a Node.js server. The machine learning model is implemented in a Jupyter notebook.

Demo

You can access the live demo of the project frontend at Demo Link

Installation

Prerequisites

• Node.js
• Python
• npm or yarn

Backend Setup

1. Navigate to the Backend directory.
2. Install the necessary packages with npm install.
3. Start the server with npm run dev.

Frontend Setup

1. Navigate to the Frontend directory.
2. Install the necessary packages with npm install.
3. Start the development server with npm run dev.

Machine Learning Backend Setup

1. Navigate to the ML_Backend directory.
2. Open the Jupyter notebook with jupyter notebook testing3-py.ipynb.
3. Run the cells in the notebook.

Usage

With all three parts running, you should be able to interact with the project through the frontend at http://localhost:5173.

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.