Vehicle-License-Plate-

Vehicle License Plate Detection Using Yolo_v3 darknet

File Description

1. Training Files includes coco.names, obj.data, train.txt, valid.txt and yolo_v3.cfg
2. Crop includes the object of interest from test image.
3. Images includes the test images.
4. License Plate Detection.ipynp - yolo_v3 using opencv, custom trained weights, pytesseract
5. convert.py is used to convert OIDv4_Toolkit image annotations to yolo annotation format, normalize bounding box data and create new label.txt files.
6. train_darknet.py is used to train darknet on custom dataset.
7. Introduction to Yolo_v3 License Plate Detector PPT file with project description.

Folder Structure

For a more detailed explanation refer to Introduction to Yolo_v3 License Plate Datector