License Plate Privacy Blurring
computer vision · Jun 2026 · Author
A YOLOv8n plate detector that drives a privacy blur, at about 4 ms per image on a T4.
Result
0.78
mAP@0.5 on a YOLOv8n plate detector
Precision 0.83 and recall 0.74, at about 4 ms per image on a T4.
8,740 labelled boxes
Results
| Metric | Value |
|---|---|
| mAP@0.5 | 0.78 |
| Precision | 0.83 |
| Recall | 0.74 |
| Inference | about 4 ms per image, T4 |
| Labelled boxes | 8,740 |
Stack
- Python
- PyTorch
- YOLOv8
- OpenCV
- EasyOCR