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Multiple Disease Diagnosis System using Medical Images

CSS 1.34% Python 10.63% HTML 88.00% Procfile 0.03%
convolutional-neural-networks covid-19 css deep-learning disease-diagnosis html js malaria medical-imaging pnemonia

end-to-end-diseases-detection's Introduction

Diseases-Detection

https://diseasesdetectionwithai.herokuapp.com/


bandicam.2022-02-04.11-53-30-207.mp4

It is a deep learning based web application is used for detecting the COVID-19, Pneumonia, Malaria, Brain tumour using Medical Images like Chest X Ray Images, CT Images, Cell Images.

Transfer learning algorithms like VGG-16, VGG-19, Inception Resnet V2 were used for detecting due to less availability of data and to make sure the generalising the model.


  1. Tensorflow-gpu 2.6.0
  2. Python 3.6

$ pip install -r requirements.txt

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