Dataset Versions

v12

2023-12-28 11:26am

Generated on Dec 28, 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 88%
576Images
Valid Set 9%
58Images
Test Set 4%
24Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 200x250
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Blur: Up to 1px
Noise: Up to 5% of pixels
Cutout: 8 boxes with 16% size each
Mosaic: Applied

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