Dataset Versions

v15

2023-04-28 5:05pm

Generated on Apr 28, 2023

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 66%
88Images
Valid Set 23%
31Images
Test Set 11%
15Images

Preprocessing

Auto-Orient: Applied
Grayscale: Applied
Modify Classes: 0 remapped, 3 dropped

Augmentations

Outputs per training example: 3
Grayscale: Apply to 29% of images

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