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Description
The International Skin Imaging Collaboration published 25,331 dermoscopic images across nine diagnostic categories. The dataset, hosted by MKZuziak on Hugging Face, serves as a challenging benchmark for medical image classification. The resized version was last updated on August 6, 2024.
Use Cases
Train image classification models based on dermoscopic images.
Benchmark model performance on a dataset with a skewed class distribution.
Develop computer-aided diagnosis tools for skin lesions.
Strengths
Contains 25,331 images, providing a substantial base for model training.
Published by The International Skin Imaging Collaboration, a recognized authority in the field.
Offers a challenging benchmark due to a heavily skewed distribution across nine classes.
Limitations
Column-level documentation is absent; field semantics must be inferred after download.
Row count for the resized version is unknown, which may limit suitability assessment.
Freshness should be verified as the last update was 2024-08-06.
Provenance
Source
The International Skin Imaging Collaboration
Freshness
Last updated 2024-08-06 19:56:03
License is unknown; terms of use must be verified before application.