Dataset Versions

v12

2023-12-23 11:12pm

Generated on Dec 23, 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 88%
3870Images
Valid Set 8%
365Images
Test Set 4%
183Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 800x800

Augmentations

Outputs per training example: 3
Blur: Up to 2.5px
Bounding Box: Brightness: Between 0% and +30%
Bounding Box: Blur: Up to 5px

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