Automatic License Plate Detection & Recognition using deep learning

In this repos we study number plate detection and recognition using different cnn optimizer models and computer vision approches.

You will find more information about how to train project on your customized dataset in this Link.

There is also other Deep learning object detector that you can use such as 7 optimizer algorithms.

How to use :

We used python v3.7.6 install requirement

pip install -r requirement.txt

Detect edges from an image

python detector.py --image test.jpg

To detect edges from a video

python detector.py --video test.mp4

Examples :

Detection from image :

Licence plate recognition :

We are stadying license plates for the recognition, check the sub folders in plates recognition folder!

Create dataset

python create_dataset.py

Train model

python train.py

Predict to image

python predict.py