xaaris / hauptprojekt

Speed estimation of vehicles in videos using Deep Learning

Prototype for speed estimation of vehicles in videos using license plate tracking with YOLOv3

This project is a university project and builds on top of an earlier project of license plate localization. More information can be found in the accompanying paper.

Example frame:

Documentation of the code can be viewed by opening this file in your favorite browser. It is generated via Doxygen and can be regenerated by issuing the following command from the /src directory:

doxygen ../docs/Doxyfile 

Requierements

• This project requires Python 3.7 or above as it makes use of the new Data Classes.
• This repository uses Git LFS to store the large weights files.
• The python dependencies are listed in the requirements.txt.