uqu

food

Object Detection

food Image Dataset

v2

2023-01-28 6:21pm

Generated on Jan 28, 2023

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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 88%
602Images
Valid Set 8%
52Images
Test Set 4%
27Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Flip: Horizontal
90° Rotate: Clockwise, Counter-Clockwise
Bounding Box: Shear: ±25° Horizontal, ±12° Vertical
Bounding Box: Blur: Up to 10px