Lecturer: Prof. Marcello Pelillo
Platform: ZOOM Meeting
Class time: 08:00AM-11:00AM, August 24-28, 2020 (CEST/UTC+2)
Course description: The course aims to provide an introduction to modern machine learning principles and algorithms and to describe their applications to selected problems in computer vision.
Course objectives: Upon successful completion of this short course, students should understand the fundamental theory and methodologies of machine learning.
Course outline:
1. Introduction to machine learning
2. Neural networks and deep learning
3. Support vector machines
4. Graph-based clustering
5. Selected computer vision applications
