Dataset Versions

v9

2022-12-26 10:38pm

Generated on Dec 26, 2022

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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 76%
1775Images
Valid Set 12%
276Images
Test Set 12%
277Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 460x460

Augmentations

Outputs per training example: 3
Bounding Box: Flip: Vertical
Bounding Box: Brightness: Between -25% and +25%

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