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Introduction

This repository contains a final home work to be delivered at the end of the semester. The focus is a kaggle chalenge for pneumony detection in X-Ray Images.

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CheXNet

The repository come with a README.md describing how to create a conda environment the model to run on pytorch. We improved from that loading the pre-trained weights and freezing the inner layers for the fine-tunning. In the directory we added notebooks to visualize predictions and run the retraining.

rsna-pneumonia-retina

Clonned from another competitor, the code was adpated in few parts to enable the model and result analysis alongside with the training on our development environments.

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