Alzheimer's Diagnosis: Brain MRI Image Analysis for Early Detection

Project Github repository

In this project, I made a model for Zamir diagnosis by using brain MRI data. The data I used for this project contained four classes :

1. Non Demented
2. Moderate Demented
3. Mild Demented
4. Very Mild Demented

Project overview :

1 - Load Images

convert images into batches, split validation data and resize images to 224 (w,h)

2- Import and train model

4 - Save model

5 - Create a GUI

Run The Project

Install Libraries

pip install -r requirements.txt

Run

streamlit run app.py

Libraries used in the project

• streamlit
• fastai