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License-plate-detection

This project using yolov3 to detection license plate in street using repo : https://github.com/ultralytics/yolov3

Description

Python 3.7 or later with the following pip3 install -U -r requirements.txt packages:

  • numpy
  • torch >= 1.0.0
  • opencv-python
  • tqdm

Data

  • Data training :3600 images (size 1000x2000)
  • Data test : 900 images

How to training

  • Start Training: Run train.py --cfg cfg/yolov3.cfg --img-size 416

Inference

Some demo

Webcam

  • Run detect.py with webcam=True to show a live webcam feed.

Test

    • Use test.py --weights weights/weight.pt to test YOLOv3 weights.

mAP

  • MAP YOLOv3-416 : 97

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This project using yolo3 to detection license plate in street

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