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pneumonia-x-ray-classification's Introduction

Pneumonia X-Ray Classification

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Introduction

This repository contains code for classifying Pneumonia X-Ray images.

How to Use

To use this repository, please follow the steps below:

  1. Set up a Python environment to ensure that you do not break your system. You can do this by running the following command:

    • If python3 is recognized as just python in your system then run:
      python -m venv env
      
    • Or if python3 is recognized as python3:
      python3 -m venv env
      
  2. Activate the Python environment:

    • On Windows run:
      env\Scripts\activate
      
    • On Ubuntu run:
      env/bin/activate
      
  3. Install Python dependencies by running the following command from the root directory of the repository:

    pip install -r requirements.txt
    
  4. Run the following commands from the client folder:

    npm install
    npm run build
    
  5. Start the server by running the following command:

    python server.py
    

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