Helmet Detection and License Plate Recognition

Object Detection

Dataset Versions

v8

2023-10-02 11:37pm

Generated on Oct 2, 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.
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Dataset Split

Train Set 88%
2079Images
Valid Set 8%
199Images
Test Set 4%
97Images

Preprocessing

No preprocessing steps were applied.

Augmentations

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