v14

2024-04-11 11:07am

Generated on Apr 11, 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 82%
14896Images
Valid Set 12%
2125Images
Test Set 6%
1066Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (black edges) in 800x512

Augmentations

Outputs per training example: 2
Flip: Horizontal, Vertical
Brightness: Between -20% and +20%
Noise: Up to 0.3% of pixels