Machine learning for image segmentation

In this chapter we will use classical machine learning for pixel classification, object segmentation and for generating probability maps. We will use scikit-learn for that and APOC which is a image-processing specific library which brings GPU-accelerated pixel and object classification.

Installation of requirements

For execution of the notebooks in this chapter we should install scikit-learn and apoc, e.g. using pip:

pip install scikit-learn
pip install apoc