Dataset Versions

v11

2023-11-20 3:42am

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.
Other Formats
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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 800x600
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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