food-type Dataset

v9

2023-04-04 7:42pm

Generated on Apr 4, 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 87%
876Images
Valid Set 7%
67Images
Test Set 6%
62Images

Preprocessing

Auto-Orient: Applied
Isolate Objects: Applied
Resize: Stretch to 640x640
Auto-Adjust Contrast: Using Adaptive Equalization

Augmentations

Outputs per training example: 3
Grayscale: Apply to 24% of images
Saturation: Between -18% and +18%
Exposure: Between -20% and +20%
Bounding Box: Flip: Horizontal, Vertical

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