Dataset Versions

v4

2048

Generated on Jul 1, 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 85%
33Images
Valid Set 8%
3Images
Test Set 8%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 2048x2048

Augmentations

Outputs per training example: 3
Blur: Up to 1px
Noise: Up to 5% of pixels

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