Dataset Versions

v1

2023-04-29 4:33pm

Generated on Apr 29, 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 87%
252Images
Valid Set 8%
24Images
Test Set 4%
13Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -33° and +33°
Shear: ±16° Horizontal, ±17° Vertical
Mosaic: Applied
Bounding Box: Rotation: Between -17° and +17°

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