Dataset Versions

v10

Auto orient- no rotation

Generated on Jan 28, 2023

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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 92%
695Images
Valid Set 6%
43Images
Test Set 3%
20Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 10
Flip: Vertical
Brightness: Between -20% and +20%
Blur: Up to 1.5px

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