Dataset Versions

v5

2023-08-07 6:16pm

Generated on Aug 7, 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 83%
312Images
Valid Set 12%
44Images
Test Set 6%
22Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 10-73% Vertical Region
Resize: Stretch to 2048x2048

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down

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