Dataset Versions

v2

2023-02-08 1:08am

Generated on Feb 7, 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 82%
418Images
Valid Set 12%
59Images
Test Set 6%
31Images

Preprocessing

Auto-Orient: Applied
Static Crop: 2-47% Horizontal Region, 4-82% Vertical Region
Resize: Stretch to 46x46

Augmentations

Outputs per training example: 2
Flip: Horizontal
Crop: 0% Minimum Zoom, 20% Maximum Zoom
Rotation: Between -26° and +26°
Mosaic: Applied