Datasets:
| 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. | |