Overview: State-of-the-Art Machine Learning Algorithms per Discipline & per Task

Computer Vision is one of the most researched and most popular fields in machine learning. It is utilized to solve many everyday problems and consecutively involved in multiple applications, from which the most popular is currently the vision of self-driving cars. The tasks on which we'll take a look are semantic segmentation, image classification and object detection. Semantic Segmentation can be seen as understanding the structures and components of an image on a pixel level. Methods for semantic segmentation try to make predictions about the structures and objects in an image.