Dataset Versions

v3

aug1

Generated on Jun 9, 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 92%
4998Images
Valid Set 4%
204Images
Test Set 4%
209Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 600x600

Augmentations

Outputs per training example: 3
Flip: Horizontal
Rotation: Between -15° and +15°
Noise: Up to 5% of pixels

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