keremberke/chest-xray-classification

Dataset Labels

['NORMAL', 'PNEUMONIA']

Number of Images

{'train': 4077, 'test': 582, 'valid': 1165}

How to Use

• Install datasets:

pip install datasets

• Load the dataset:

from datasets import load_dataset

ds = load_dataset("keremberke/chest-xray-classification", name="full")
example = ds['train'][0]

Roboflow Dataset Page

https://universe.roboflow.com/mohamed-traore-2ekkp/chest-x-rays-qjmia/dataset/2

Citation

License

CC BY 4.0

Dataset Summary

This dataset was exported via roboflow.ai on March 31, 2022 at 3:11 PM GMT

It includes 5824 images. Pneumonia are annotated in folder format.

The following pre-processing was applied to each image:

• Auto-orientation of pixel data (with EXIF-orientation stripping)
• Resize to 640x640 (Stretch)

No image augmentation techniques were applied.