v25

v2

Generated on Sep 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 81%
703Images
Valid Set 13%
111Images
Test Set 7%
57Images

Preprocessing

Resize: Fit (white edges) in 1500x1500
Auto-Adjust Contrast: Using Contrast Stretching
Modify Classes: 10 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Flip: Vertical

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783 images