License Plate Recognition in Various Environments with CNN

Final project for IMGS 682. This project was about using convolutional neural networks to recognize many types of license plates in different kinds of configurations and environments. PyTorch was the machine learning library used for this project.

Requirements

Python 3 and PyTorch 0.3.1 are the libraries used for this project.

pip3 install pytorch==0.3.1

Usage

Set the directory of input images at line 218 of final.py.

python3 final.py

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.

License

MIT