sonnyTest

plate

Object Detection

plate Image Dataset

v5

2023-03-20 9:51pm

Generated on Mar 20, 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 90%
27Images
Valid Set 7%
2Images
Test Set 3%
1Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 800x450

Augmentations

Outputs per training example: 3
Noise: Up to 5% of pixels
Bounding Box: Rotation: Between -2° and +2°
car-plate
1769 images
car-top-car-front
631 images
car-front-7NNE-car-easyscale-car-top-car-front-7NNE-car-front-7NNE
2018 images