Dataset Versions

v6

2023-03-21 9:26am

Generated on Mar 21, 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%
855Images
Valid Set 6%
61Images
Test Set 6%
61Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Horizontal
Bounding Box: Shear: ±15° Horizontal, ±15° Vertical
Bounding Box: Blur: Up to 4px
Bounding Box: Noise: Up to 5% of pixels