Dataset Versions

v2

2024-07-09 9:09am

Generated on Jul 9, 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.
Other Formats
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Dataset Split

Train Set 82%
96Images
Valid Set 14%
16Images
Test Set 4%
5Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 680x680

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -10° and +10°
Shear: ±7° Horizontal, ±4° Vertical
Noise: Up to 0.1% of pixels

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