How to implement a labeling tool for image classification in a Jupyter notebook

I wrote a little piece about the implementation of a simple image labeling tool in jupyter with python. The tool facilitates attaching class labels to a set of images without using a third paty service. Anyone who knows how to run a jupyter server on their local machine can use it. The post is available on Medium and directly through dida Machine Learning. The belonging code can be found in this repository.