checklist Dataset

v20

2023-02-04 5:30pm

Generated on Feb 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 88%
8907Images
Valid Set 8%
849Images
Test Set 4%
422Images

Preprocessing

Auto-Orient: Applied
Resize: Fit within 416x416
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 30% Maximum Zoom
Rotation: Between -7° and +7°
Brightness: Between -10% and +10%

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