Dataset Versions

v24

2023-03-30 8:18pm

Generated on Mar 30, 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.
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Dataset Split

Train Set 81%
3628Images
Valid Set 9%
401Images
Test Set 10%
434Images

Preprocessing

Resize: Stretch to 512x512

Augmentations

Outputs per training example: 3
Brightness: Between -24% and +24%
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Shear: ±24° Horizontal, ±25° Vertical

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1.9k images