Dataset Versions

v4

2024-10-12 9:43am

Generated on Oct 12, 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.
Other Formats
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Dataset Split

Train Set 93%
852Images
Valid Set 3%
30Images
Test Set 3%
30Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 32x32

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Shear: ±7° Horizontal, ±5° Vertical
Saturation: Between -13% and +13%
Brightness: Between -20% and +20%
Blur: Up to 0.1px