Dataset Versions

v7

V.3

Generated on Jan 25, 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 95%
63Images
Valid Set 2%
1Images
Test Set 3%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1200x1200
Grayscale: Applied

Augmentations

Outputs per training example: 3
Rotation: Between -17° and +17°
Brightness: Between -30% and +30%
Blur: Up to 1px

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