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A repository of two ML models for classifying chest X-ray images and segmenting X-ray images from a COVID-19 Radiography Database

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jogong2718/COVID-19-Radiography-Models

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Covid-Radiography-Models

Paper

Models

Classification diagram This is my classification model

Image Segmentation Diagram This is my image segmentation model

Teammates

User Manual

Please use the following instructions and code to install

Please install the COVID-19 Radiography Database from https://www.kaggle.com/datasets/tawsifurrahman/covid19-radiography-database

Once downloaded, please save the files in your google drive

To install this library:

# install this library
!pip install git+https://github.com/jogong2718/COVID-19-Radiography-Models.git
import Processes.modules
import Classification.modules
import Image_Segmentation.modules

When running Processes functions, make sure to include the needed paths in the parameters

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A repository of two ML models for classifying chest X-ray images and segmenting X-ray images from a COVID-19 Radiography Database

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