Datasetpublic

Bleachcarte/Jaundice_Dataset

Diverse Jaundice Eye Dataset Overview This dataset contains web-scraped images of human eyes, categorized into jaundice (scleral icterus) and healthy eyes. A primary goal of this dataset is to mitigate skin tone bias often found in medical imaging. Initial web searches for jaundice disproportionately returned images of lighter skin. To build a more clinically representative dataset for fairer AI training, specific searches (like "jaundice in black people") were… See the full description on the dataset page: https://huggingface.co/datasets/Bleachcarte/Jaundice_Dataset.

sourceHugging Facecc-by-nc-4.0updated 4mo agoView on Hugging Face

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Dataset Card

Diverse Jaundice Eye Dataset

Overview

This dataset contains web-scraped images of human eyes, categorized into jaundice (scleral icterus) and healthy eyes.

A primary goal of this dataset is to mitigate skin tone bias often found in medical imaging. Initial web searches for jaundice disproportionately returned images of lighter skin. To build a more clinically representative dataset for fairer AI training, specific searches (like "jaundice in black people") were used to ensure the inclusion of darker skin tones.

Dataset Details

—Classes: jaundice and healthy
—Total Images: 321
—Collection Method: Web scraping

Limitations & Disclaimer

Not Clinical Grade: These images are scraped from the web and have not been validated by doctors. This dataset is strictly for educational, prototyping, and research purposes.

Variance: Due to the nature of web scraping, lighting, camera quality, and zoom levels vary across the images.

Author

Daniel EKong — Daniel's Git