Advanced Machine Learning

• Slides and coding scripts will be distributed after lectures, as well as references to online material, including papers and blogs.

Argomenti del programma: The course will present advanced concepts of machine learning and their application in computer vision via deep neural network (DNN) models. It will include theory and practical coding, as well as a final hands-on project. In the first part of the course, I will introduce state-of-the-art DNN models for classification, showing how to estimate which objects are within an image.