Dataset Versions

v12

pure_x2

Generated on Jul 28, 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 82%
1162Images
Valid Set 11%
159Images
Test Set 6%
89Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1286x1809

Augmentations

Outputs per training example: 2
Rotation: Between -5° and +5°
Brightness: Between -7% and +7%
Noise: Up to 4% of pixels

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