Skip to content

IMICSLab/Covidx-IMICS-Lung-Segmentation

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

8 Commits
 
 
 
 
 
 
 
 

Repository files navigation

-Covidx-IMICS-Lung-Segmentation

COVIDx-iMICS Lung Segmentation Dataset

**Update 08/11/2020: Released new dataset with over 14000 CXR images containing 473 COVID-19 train samples. Train and Test data are kept the same as provided bt this script https://github.com/lindawangg/COVID-Net/blob/master/docs/COVIDx.md

If you are using this dataset, please cite this paper; https://arxiv.org/abs/2010.06418

HOW TO GENERATE SEGMENTED COVIDX DATASET:

  1. Please download the original COVIDx dataset by following https://github.com/ieee8023/covid-chestxray-dataset.
  2. Save the Train and Test data under folders train and test
  3. Run the test.py file which uses our pre-trained weighits to generate masks for COVIDx dataset using a pre-trained unet model
  4. Make sure to change the file paths in test.py in accordance to your directory structure

The current COVIDx dataset is constructed by the following open source chest radiography datasets:

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages