Dataset Versions

v8

08

Generated on Jul 11, 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.
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Dataset Split

Train Set 100%
162Images
Valid Set %
0Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied

Augmentations

Outputs per training example: 3
Shear: ±12° Horizontal, ±17° Vertical
Exposure: Between -25% and +25%
Cutout: 3 boxes with 10% size each
Bounding Box: Rotation: Between -45° and +45°
Bounding Box: Brightness: Between -29% and +29%

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