Dataset Versions

v29

AddedClasses

Generated on Jun 9, 2024

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 87%
4854Images
Valid Set 8%
430Images
Test Set 5%
279Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 6 remapped, 8 dropped
Filter Null: Require all images to contain annotations.
Filter by Tag: 0 required, 2 dropped

Augmentations

Outputs per training example: 2
Brightness: Between -20% and +20%
Blur: Up to 1px
Noise: Up to 1.8% of pixels

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