NumberPlate

PlatesHeads

Object Detection

PlatesHeads Image Dataset

v10

2022-08-07 11:53pm

Generated on Aug 7, 2022

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 96%
7884Images
Valid Set 3%
251Images
Test Set 1%
92Images

Preprocessing

Auto-Orient: Applied
Resize: Stretch to 640x640
Modify Classes: 0 remapped, 1 dropped

Augmentations

Outputs per training example: 3
Crop: 0% Minimum Zoom, 31% Maximum Zoom
Saturation: Between -20% and +20%
Brightness: Between -5% and +5%
Exposure: Between -6% and +6%