Dataset Versions

v2

IAPMO

Generated on Nov 16, 2024

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.
Other Formats
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Dataset Split

Train Set 78%
45Images
Valid Set 3%
2Images
Test Set 19%
11Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (white edges) in 768x993

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Grayscale: Apply to 15% of images
Blur: Up to 2.5px

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