Project 03 / 06

Alzheimer's

Dementia staging from MRI

Classifies dementia stages from MRI scans. I compared CNNs, VGG16 and Vision Transformers; the ViT performed best.

Results

What it achieved

ViT accuracy
95.10%

Built with

  • PyTorch
  • Vision Transformer
  • VGG16
  • CNN