Update

(29/7/2020)

Rename utils.py to local_utils.py to avoid conflicit with default Python library utils.py.
Replace error index out of range to No License plate is founded!.
In case error No License Plate is founded! popped up, try to adjust Dmin from get_plate() function. Keep in mind that larger Dmin means more highly plate's information is lost.

Read the series on Medium

Part 1: Detection License Plate with Wpod-Net
Part 2: Plate character segmentation with OpenCV
Part 3: Recognize plate license characters with OpenCV and Deep Learning

Tools and Libraries

Python==3.6
Keras==2.3.1
Tensorflow==1.14.0
Numpy==1.17.4
Matplotlib==3.2.1
OpenCV==4.1.0
sklearn==0.21.3

Detect and Recognize Vehicle’s License Plate with Machine Learning and Python

Part 1: Detection License Plate with Wpod-Net

Part 2: Plate character segmentation with OpenCV

Part 3: Recognize plate license characters with OpenCV and Deep Learning

Credit