Datasets:
Tasks:
Image Classification
Size:
1K - 10K
task_categories: | |
- image-classification | |
tags: | |
- roboflow | |
- roboflow2huggingface | |
- Biology | |
<div align="center"> | |
<img width="640" alt="keremberke/chest-xray-classification" src="https://huggingface.co/datasets/keremberke/chest-xray-classification/resolve/main/thumbnail.jpg"> | |
</div> | |
### Dataset Labels | |
``` | |
['NORMAL', 'PNEUMONIA'] | |
``` | |
### Number of Images | |
```json | |
{'train': 4077, 'test': 582, 'valid': 1165} | |
``` | |
### How to Use | |
- Install [datasets](https://pypi.org/project/datasets/): | |
```bash | |
pip install datasets | |
``` | |
- Load the dataset: | |
```python | |
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](https://universe.roboflow.com/mohamed-traore-2ekkp/chest-x-rays-qjmia/dataset/2?ref=roboflow2huggingface) | |
### 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. | |