Deep learning technologies are at the core of the current revolution in artificial intelligence for multimedia data analysis. The convergence of large-scale annotated datasets and affordable GPU hardware has allowed the training of neural networks for data analysis tasks which were previously addressed with hand-crafted features.

This is a short course (based on 4 lectures) that will cover the basic principles of deep learning.

The previous course webpage can be found: [2021], [2020], [2019], [2018]

lDL Lectures (2022)