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Medical Image Classification Keras (Binary classification)

  • Download the dataset: https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia
  • Store the downloaded dataset in a folder named "DS2" (or you can name whatever you want it, in that case change root folder inside the program accordingly)
  • Inside the DS2 folder, put the train dataset into a folder named "train", put the validation data into a folder named "validation", and the test data inside a folder named "test".
  • In this dataset, we have two classes: Normal, and Pneumonia
  • The structure of your dataset folder (i.e., DS2) should be as follows:

#DS2

- train

    -NORMAL
    
    -PNEUMONIA
    
- validation

     -NORMAL
     
     -PNEUMONIA
     
- test

     -NORMAL
     
     -PNEUMONIA
  • Now run the program.