Zan Klanecek 89320e5ad9 added code for interpretability 1 månad sedan
..
trained_models 009d8e0fc2 cleaned repo 2 månader sedan
README.md 0967865851 changed readme 2 månader sedan
datareader.py a21663b528 commit for 5th problem 2 månader sedan
interpretabillity.py 89320e5ad9 added code for interpretability 1 månad sedan
model.py a21663b528 commit for 5th problem 2 månader sedan
training.py 6eb09833a3 minor typo 2 månader sedan
visualize_filters.py 53fb877db9 added code for visualizing filters 1 månad sedan

README.md

Instructions

I.) Training and Validating models

1. datareader.py

Prepared to read .npy stored CT axial slices.

2. model.py

CNN model architecture for 512x512 axial CT slices.

3. training.py

Simple script to train (training set) and validate (validation set) your model.

Note: Works with torch 1.9.