Dataset Versions

v3

Final

Generated on May 2, 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.
Other Formats
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Dataset Split

Train Set 80%
1802Images
Valid Set 10%
223Images
Test Set 10%
223Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 300x300
Modify Classes: 2 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Blur: Up to 1.5px

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