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pneumonia_detector's Introduction

Pneumonia_detector

Takes chest xray images (dicom) for input and outputs the same image with a bounding box of where model detect pneumonia with confidence of 50% + Please take a look at the notebook to see that.

to install for inference:

$cd Pneumonia_detector

$conda create -n pneumonia python=3.7

$conda activate pneumonia

$pip install -r requirements.txt

to train:

$mkdir data

$mkdir model

$cd data

$unzip rsna-pneumonia-detection-challenge1.zip

$cd ..

$conda create -n tf python=3.7

$conda activate tf

$pip install -r requirements_train.txt

$python train.py

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