Dataset Versions

v8

2023-10-06 11:29pm

Generated on Oct 7, 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 88%
244Images
Valid Set 7%
20Images
Test Set 5%
14Images

Preprocessing

Auto-Orient: Applied
Resize: Fit (reflect edges) in 960x720

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Bounding Box: Flip: Horizontal, Vertical
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Shear: ±21° Horizontal, ±21° Vertical

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