PAPILA青光眼数据集

数据集获取（Figshare）

• 源站标题：PAPILA
• DOI：10.6084/m9.figshare.14798004.v2
• 发布日期：2022-05-06
• 文件数：1 个
• 文件总体积：590.86 MB
• 源站页面：https://figshare.com/articles/dataset/PAPILA/14798004

命令行下载

curl -L -o "PAPILA.zip" "https://ndownloader.figshare.com/files/35013982"

文件清单

• PAPILA.zip（590.86 MB）

文件总体积 590.86 MB（源站 API 实测）。

数据加载示例（图像类）

from PIL import Image
import glob, os

files = (glob.glob(os.path.join(path, "**", "*.png"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.jpg"), recursive=True)
       + glob.glob(os.path.join(path, "**", "*.tif"), recursive=True))
print("图像文件数:", len(files))
img = Image.open(files[0]); print("尺寸/模式:", img.size, img.mode)

# torchvision Dataset 方式:
# from torchvision import datasets
# ds = datasets.ImageFolder(path)  # 要求 子目录=类别

目录组织与标注格式以源站说明和下载后实际文件为准。

数据说明

This work provides a public dataset with medical data and fundus images of both eyes of the same patient. Segmentations of the cup and optic disc, as well as the labeling of the patients based on the evaluation of clinical data are also provided.

The article that describes the contents of the database can be found at: https://doi.org/10.1038/s41597-022-01388-1

Please cite the article and not the figshare repository.

许可

GPL 3.0+

引用

学术使用请引用 DOI 10.6084/m9.figshare.14798004.v2（source: https://figshare.com/articles/dataset/PAPILA/14798004）。