Dataset Versions

v4

2024-12-14 1:42pm

Generated on Dec 14, 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.
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Dataset Split

Train Set 87%
2367Images
Valid Set 8%
226Images
Test Set 4%
113Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -14° and +14°
Exposure: Between -15% and +15%
Blur: Up to 3px

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