Dataset Versions

v6

2023-02-22 10:38am

Generated on Feb 22, 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.
Other Formats
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Dataset Split

Train Set 85%
126Images
Valid Set 7%
11Images
Test Set 8%
12Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 600x600
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Shear: ±7° Horizontal, ±7° Vertical
Brightness: Between -15% and +15%
Blur: Up to 0.5px