Dataset Versions

v23

2023-12-09 12:19am

Generated on Dec 8, 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 88%
2445Images
Valid Set 8%
230Images
Test Set 4%
116Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -33° and +33°
Shear: ±7° Horizontal, ±7° Vertical
Hue: Between -3° and +3°
Saturation: Between -10% and +10%
Brightness: Between -17% and +17%

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