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Using CNN to detect Malaria with the help of cell images

License: MIT License

Jupyter Notebook 94.39% Python 1.25% Java 3.15% CSS 0.35% JavaScript 0.25% HTML 0.61% Procfile 0.01%
keras tensorflow malaria-detection machine-learning deep-learning ne neural-network cnn image-classification imagedatagenerator

malaria-detection-cnn's Introduction

Malaria Detection

Malaria Detection using CNN.

Short Description

A deep learning model is build to detect malaria of the patients with the cell images of the patients.

Dataset:

Dataset Link:- https://ceb.nlm.nih.gov/repositories/malaria-datasets/

๐Ÿ‘‰ If you like this repo then please give it a โญ๏ธ


NOTE:

This project is subject to change by the developer and is still in development

Screenshots


To test this out

Testing this is as simple as it gets. Follow this steps:

  1. Clone this project.
  2. Open your terminal (NOTE: git bash preferred/ Terminal on VS Code)
  3. Type the following command in the terminal
    cd Website/Malaria-Detection
    pip3 install -r requirements.txt (in Mac or Linux)
    pip install -r requirements.txt (in Windows)
    python3 app.py (in Mac or Linux)
    python app.py  (in Windows)
    
  4. Visit the localhost to see it in action

Pull Request

Pull Requests are welcome. Please follow these rules for the ease of understanding:

  • Make sure to check for available issues before raising one
  • Give me a maximum of 24-48 hours to respond
  • Have proper documentation on the parts you are changing/adding

Developed & Maintained by


๐Ÿ‘จ Sayan Nath ๐Ÿ“ท Insta ๐Ÿค Twitter ๐Ÿงณ LinkedIn
ForTheBadge built-with-love

malaria-detection-cnn's People

Contributors

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