− Executed Alzheimer MRI Preprocessed Dataset (6400 MRI images).
− Applied a custom CNN architecture, using sparse categorical cross-entropy loss function and the Adam optimization technique.
Using Alzheimer MRI Preprocessed Dataset (128 x 128)
Dataset URL: https://www.kaggle.com/datasets/sachinkumar413/alzheimer-mri-dataset
The Dataset is consists of total 6400 MRI images.
Class - 1: Mild Demented (896 images)
Class - 2: Moderate Demented (64 images)
Class - 3: Non Demented (3200 images)
Class - 4: Very Mild Demented (2240 images)