#CFPK_2023_June Dataset

v14

2023-07-06 1:06pm

Generated on Jul 6, 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 86%
201Images
Valid Set 13%
30Images
Test Set 1%
3Images

Preprocessing

Resize: Fit within 2048x2048

Augmentations

Outputs per training example: 3
Flip: Horizontal, Vertical
Crop: 0% Minimum Zoom, 21% Maximum Zoom
Saturation: Between -84% and +84%