v11

2024-08-14 7:41am

Generated on Aug 14, 2024

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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 87%
302Images
Valid Set 8%
29Images
Test Set 4%
15Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1280x736

Augmentations

Outputs per training example: 3
Flip: Horizontal
Bounding Box: Flip: Horizontal
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Exposure: Between -10% and +10%

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992 images