Dataset Versions

v1

v1-disease

Generated on Apr 22, 2022

Popular Download Formats

Pascal VOC XML
Common XML annotation format for local data munging (pioneered by ImageNet).
PaliGemma
PaliGemma JSONL format used for fine-tuning PaliGemma, Google's open multimodal vision model.
CreateML JSON
CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 70%
5124Images
Valid Set 30%
2199Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 480x480
Filter Null: Require at least 25% of images to contain annotations.

Augmentations

Outputs per training example: 1
Mosaic: Applied

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