v13

2023-06-23 7:58pm

Generated on Jun 23, 2023

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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 77%
1852Images
Valid Set 11%
276Images
Test Set 12%
289Images

Preprocessing

Modify Classes: 4 remapped, 0 dropped

Augmentations

Outputs per training example: 2
90° Rotate: Clockwise, Counter-Clockwise, Upside Down
Rotation: Between -45° and +45°
Saturation: Between -49% and +49%
Cutout: 4 boxes with 29% size each
Bounding Box: Rotation: Between -40° and +40°

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