Dataset Versions

v4

2022-07-25 1:40pm

Generated on Jul 25, 2022

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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 87%
3236Images
Valid Set 8%
314Images
Test Set 4%
154Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 412x412

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -22° and +22°

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