Project156b-Red-Door-Sandwich

A Computer vision model to diagnose pathologies from chest X-rays.

The project utilizes pytorch lightning to optimize training on multiple nodes in the Caltech HPC.

By Zack Dugue, Benja Share, Eli Kugelsk, Saraswati Soedarmadji, and Lucas Ancieta

Name		Name	Last commit message	Last commit date
Latest commit History 140 Commits
.idea		.idea
data		data
.DS_Store		.DS_Store
.gitignore		.gitignore
Predictions.py		Predictions.py
README.md		README.md
SampleLabels.csv		SampleLabels.csv
XRAYdataLoader.py		XRAYdataLoader.py
chexpert.csv		chexpert.csv
chexpert_reformater		chexpert_reformater
environment.yml		environment.yml
graph.py		graph.py
labels.csv		labels.csv
main.py		main.py
model.py		model.py
pytorch_gan.py		pytorch_gan.py
relabel.py		relabel.py
segmentation.py		segmentation.py
segmentationDataLoader.py		segmentationDataLoader.py
simplePrediction.py		simplePrediction.py
visualizations.py		visualizations.py
xray14.csv		xray14.csv
xray14_reformater.py		xray14_reformater.py
xray14labels.csv		xray14labels.csv

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