/Chest-X-Rays

A series of chest x-rays to use for building an image recognition model for medical uses.

Chest X-Ray Dataset

This dataset1 contains 224x224-pixel images of chest x-rays.

The data can be used to build and train an ML model that can detect pneumonia.

Structure

This repo has the following structure:

  • /img: contains the chest x-ray images.
  • /data_1.csv: CSV file that enumerates the images for use in loading the data into PerceptiLabs. The enumerations are: normal=0, infected=1.

The following shows a partial example of the data stored in the CSV file:

image_path target
img/chest_0.jpeg 0
img/chest_virus_107.jpeg 1

Community

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1 Dataset Credits: https://www.kaggle.com/paultimothymooney/chest-xray-pneumonia