v1

2022-11-06 5:44pm

Generated on Nov 6, 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.
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CreateML JSON format is used with Apple's CreateML and Turi Create tools.
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Dataset Split

Train Set 87%
2342Images
Valid Set 8%
222Images
Test Set 4%
114Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 1200x1200

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Rotation: Between -5° and +5°
Blur: Up to 1px

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