Dataset Versions

v5

2023-11-24 11:01pm

Generated on Nov 24, 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 87%
159Images
Valid Set 8%
15Images
Test Set 4%
8Images

Preprocessing

Resize: Fit (white edges) in 800x800
Auto-Adjust Contrast: Using Contrast Stretching

Augmentations

Outputs per training example: 3
Blur: Up to 2.5px

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