Dataset Versions

v1

Augmented

Generated on Mar 21, 2022

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%
2406Images
Valid Set 8%
229Images
Test Set 4%
115Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Bounding Box: Rotation: Between -16° and +16°
Bounding Box: Blur: Up to 10px
Bounding Box: Noise: Up to 5% of pixels

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