Saleh

ALPR

Object Detection

ALPR Image Dataset

v3

2023-06-27 1:08am

Generated on Jun 26, 2023

Popular Download Formats

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 94%
2481Images
Valid Set 6%
170Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 720x720
Modify Classes: 1 remapped, 0 dropped

Augmentations

Outputs per training example: 3
Brightness: Between -24% and +24%
Blur: Up to 1.25px
Bounding Box: Shear: ±11° Horizontal, ±4° Vertical