Dataset Versions

v15

2024-11-06 6:25pm

Generated on Nov 6, 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 96%
147Images
Valid Set 2%
3Images
Test Set 2%
3Images

Preprocessing

Auto-Orient: Applied
Resize: Fill (with center crop) in 1024x1024

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise
Shear: ±17° Horizontal, ±7° Vertical
Noise: Up to 0.86% of pixels
Bounding Box: Rotation: Between -13° and +13°

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