Dataset Versions

v16

2023-06-30 9:55am

Generated on Jun 30, 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 90%
1636Images
Valid Set 3%
61Images
Test Set 7%
121Images

Preprocessing

Auto-Orient: Applied
Static Crop: 16-66% Horizontal Region, 44-94% Vertical Region
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 2
Saturation: Between -26% and +26%
Exposure: Between -21% and +21%
Blur: Up to 1px
Bounding Box: Crop: 70% Minimum Zoom, 99% Maximum Zoom

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