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Detect Alzheimer's Disease using Brain MRI scans, with the power of Deep Learning.

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Aytijha/BRAIN.MRI

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Detect Alzheimer's Disease using Brain MRI scans, with the power of Deep Learning.

Installations and Dependencies

Install Python from here.

Dependencies:

  • os
  • urllib
  • flask
  • werkzeug
  • numpy
  • tensorflow

Inside the Repository's directory, Open Terminal/ Command Prompt and type in:

Windows Users

pip install -r requirements.txt

MacOS/Linux Users

pip3 install -r requirements.txt

Usage

Inside the Repository's directory, Open Terminal/ Command Prompt and type in:

ipython

The above command should result in something like this:

Python 3.10.0 (tags/v3.10.0:b494f59, Oct  4 2021, 19:00:18) [MSC v.1929 64 bit (AMD64)]
Type 'copyright', 'credits' or 'license' for more information
IPython 7.31.0 -- An enhanced Interactive Python. Type '?' for help.

In [1]:

Now type in:

In [1]: %run user-engine.ipynb

Now open your browser and type in localhost:5000 in the address bar to open the Web App.

Note

  • Kindly do not move/delete/rename/modify any files (unless you know what you are doing).
  • The detection/prediction process depends on your system's specifications (GPU is recommended).