Object Detection

Plate Detection

Object Detection

Plate Detection Image Dataset

v2

2024-02-01 11:27pm

Generated on Feb 1, 2024

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 87%
9615Images
Valid Set 13%
1388Images
Test Set %
0Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640

Augmentations

Outputs per training example: 3
Blur: Up to 1px
Noise: Up to 3.07% of pixels
Bounding Box: Rotation: Between -15° and +15°
Bounding Box: Brightness: Between -15% and +15%
Bounding Box: Blur: Up to 3.5px
Bounding Box: Noise: Up to 1.38% of pixels