Dataset Versions

v5

re-labeled

Generated on Jun 28, 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 82%
2262Images
Valid Set 12%
320Images
Test Set 6%
173Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 640x640

Augmentations

Outputs per training example: 2
Rotation: Between -10° and +10°
Shear: ±11° Horizontal, ±14° Vertical
Cutout: 4 boxes with 4% size each