Comp3710 Pranay Premdas - Vision Transformer Task 6 - 46444675#462

Open

pranaypremdas wants to merge 20 commits intoshakes76:masterfrom pranaypremdas:COMP3710-VIT-ADNC

+539-6,695

Commits on Oct 20, 2022

Created new files and added data loading
pranaypremdas
committed
Created Vision Transformer. Training module needs to be made.
pranaypremdas
committed
Created training module. After running only 63% accuracy was achieved.
pranaypremdas
committed
Added new modifications to the number of heads, prejection_dim, and
pranaypremdas
committed
Increased the num_heads, and projection_dim in the model. Current val_accuracy is still aprroximately 0.72
pranaypremdas
committed
Increased patch size to 32, increased image size to 250, and decreased epochs to 50. Average accuaracy is still 63%
pranaypremdas
committed
Changed loss function to binary cross entropy as it is either AD or NC.
pranaypremdas
committed

Commits on Oct 21, 2022

Commits on Oct 23, 2022

Commits on Nov 9, 2022

Added readme file
pranaypremdas
committed