v6

2022-06-03_pickus_1

Generated on Jun 3, 2022

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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%
640Images
Valid Set 12%
95Images
Test Set 7%
56Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 416x416

Augmentations

Outputs per training example: 3
Bounding Box: 90° Rotate: Clockwise, Counter-Clockwise, Upside Down

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