Dataset Versions

v12

Detectron2

Generated on Nov 19, 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.
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Dataset Split

Train Set 87%
1578Images
Valid Set 9%
155Images
Test Set 4%
71Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1066x800
Modify Classes: 1 remapped, 6 dropped

Augmentations

Outputs per training example: 3
Flip: Horizontal
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Shear: ±15° Horizontal, ±15° Vertical
Blur: Up to 2px

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