We-Gold / Malaria

A machine learning model and GUI for detecting Malaria in a cell.

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Malaria Detection

A machine learning model and GUI for detecting Malaria in a cell.

A demo of the testing GUI for the Malaria Detection Model

This project uses tensorflow and keras, including the MobileNet imagenet base.

It achieved an accuracy of ~92% after 5 epochs of training.

Testing It

To test the model, clone the repo, and then run the gui.py file. Make sure you have the necessary libraries (QtPy5, Tensorflow, Keras, NumPy), and it will open a simple demo GUI.

About

A machine learning model and GUI for detecting Malaria in a cell.

License:MIT License


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Language:Python 100.0%