2023-image-processing

A project for the image processing course at BME.

Downloading images

Just run download_images.py, it will get all the images from the urls.

It will also create a new database file, with the file names.

Note: In the database there are duplicated rows.

TODO:

• need some way to see the accuracy of the model

Extract license plates from the raw images

Run license_plate_extraction.py

It is currently not the best solution, but it's acceptable.

Segmenting and transforming license plates

TODO:

• transform license plate for the same horizontal orientation
• scale the images, so they are the same dimension
• segment license plate into the images of each character

Character recognition

TODO:

• create neural network
• train and test etc.