/Convolutional_Neural_Networks--Car_Plate_Recognition

Vehicle registration plate recognition using convolutional neural networks

Primary LanguagePythonMIT LicenseMIT

Application of Convolutional Neural Networks, Car Plate Recognition

Main library: nn-tool

IMAGE PREPROCESSING SEGMENTATION RECOGNITION
INFO Edge detection DBSCAN Deep CNN
LIBRARY scikit-image scikit-learn tensorflow

Set up steps

  1. Run setup.sh (Linux) 
    sh setup.sh
    or 1. 
        pip install -r requirements.txt
    create "plates" folder on root of repo and download car plates from car-plates-urls.txt file. Use wget command such as: 
        wget -P plates <car-plate-url>

Notebooks