In this talk, I want to show how to easily integrate existing Open Source technologies, such as Python, OpenCV, Seaborn and Jupyter in order to track the movement of pigeons in a labyrinth. I also want to encourage scientists without a computer science background to get in touch with the Open Source mindset.