Helmet Detection and License Plate Recognition

Object Detection

Dataset Versions

v4

2023-09-30 12:30am

Generated on Sep 29, 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 88%
1347Images
Valid Set 8%
128Images
Test Set 4%
63Images

Preprocessing

No preprocessing steps were applied.

Augmentations

Outputs per training example: 3
Brightness: Between -10% and +10%
Blur: Up to 0.25px
Bounding Box: Rotation: Between -5° and +5°