Dataset Versions

v41

2023-12-05 11:12am

Generated on Dec 5, 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 85%
2853Images
Valid Set 15%
502Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 300x300

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -20° and +20°
Cutout: 5 boxes with 3% size each

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