Applications of Deep Learning in Computer Vision

Catalog description

This course provides a comprehensive introduction to deep neural networks and application in computer vision. Deep learning is behind many recent advances in AI, including object detection, classification and self-driving cars. We will cover a range of topics from basic neural networks, multilayer perceptrons, convolutional network structures, practical aspects of training deep neural networks and applications to problem domains like computer vision. Students will learn basic concepts of deep learning as well as hands on experience to solve real-life computer vision problems. Components: Discussion, Laboratory, Class Prereqs/Coreqs: P: C- or better in COMPUTER 4030 Typically Offered: Spring