v1

2023-04-26 3:22am

Generated on Apr 26, 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 100%
1464Images
Valid Set 0%
1Images
Test Set 0%
2Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 560x560

Augmentations

Outputs per training example: 3
Shear: ±20° Horizontal, ±22° Vertical
Mosaic: Applied
Bounding Box: Blur: Up to 0.75px

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