v1

2024-01-03 3:26pm

Generated on Jan 3, 2024

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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 92%
12Images
Valid Set %
0Images
Test Set 8%
1Images

Preprocessing

Auto-Orient: Applied
Dynamic Crop: Class: Coins
Resize: Stretch to 640x640
Grayscale: Applied

Augmentations

Outputs per training example: 3
Cutout: 6 boxes with 11% size each
Bounding Box: Blur: Up to 6.5px

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