Dataset Versions

v24

2024-07-28 8:03pm

Generated on Jul 28, 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.
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Dataset Split

Train Set 88%
801Images
Valid Set 8%
77Images
Test Set 4%
36Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 640x390

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 10% Maximum Zoom
Rotation: Between -2° and +2°
Grayscale: Apply to 9% of images
Saturation: Between -16% and +16%
Blur: Up to 1.5px

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