ISIC 2019
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Technical Summary
The International Skin Imaging Collaboration (ISIC) 2019 challenge dataset contains thousands of dermoscopic images of skin lesions for the automated diagnosis of melanoma from dermoscopic images.
Key Features
- Large Scale: Contains over 25,000 images available for training across 8 different diagnostic categories.
- High Quality: High-resolution dermoscopic images with ground truth diagnoses confirmed by histopathology or expert consensus.
- Benchmark: Used as the standard benchmark in computer vision for melanoma and skin lesion classification.
Model Card Details
Architecture
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Intended Use Cases
Automated classification of dermoscopic images among 9 different diagnostic categories including melanoma.