Dataset Versions

v15

2023-03-06 6:27pm

Generated on Mar 6, 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 81%
2931Images
Valid Set 10%
350Images
Test Set 9%
324Images

Preprocessing

Resize: Fit (reflect edges) in 320x320

Augmentations

Outputs per training example: 3
Hue: Between -180° and +180°
Saturation: Between -82% and +82%
Blur: Up to 1.25px
Noise: Up to 4% of pixels

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1.9k images