Dataset Versions

v7

Version Seven

Generated on Feb 26, 2024

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 92%
603Images
Valid Set 4%
26Images
Test Set 4%
25Images

Preprocessing

Auto-Orient: Applied
Static Crop: 25-75% Horizontal Region, 20-81% Vertical Region
Resize: Fit (reflect edges) in 416x416

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -45° and +45°
Blur: Up to 1.3px
Mosaic: Applied

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