tkhan3 / Plate_detect_and_recognize

Detecting and Reading vehicle's license plate from various countries (Germany, Vietnam, Japan, Thailand, Saudi, Russia, Korea, Usa, India, China)

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

sergiomsilva