Vorlesung mit Übung: Deep Learning for Computer Vision - Details

Vorlesung mit Übung: Deep Learning for Computer Vision - Details

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General information

Course name Vorlesung mit Übung: Deep Learning for Computer Vision
Subtitle
Course number 503095
Semester WiSe 2023/24
Current number of participants 208
Home institute Institut für Informatik
Courses type Vorlesung mit Übung in category Teaching
First date Tuesday, 24.10.2023 10:00 - 12:00, Room: (MN14 (GZG (Goldschmidtstr. 3)))
Type/Form
Pre-requisites Diese Veranstaltung kann auch in den Studiengängen BSc Angewandte Informatik und MSc Angewandte Informatik angerechnet werden. Bitte dazu die Studienberatung kontaktieren.

This lecture can also be credited in the degree programs BSc Applied Computer Science and MSc Applied Computer Science. Please contact the student advisory service.

Rooms and times

(MN14 (GZG (Goldschmidtstr. 3)))
Tuesday: 10:00 - 12:00, weekly (13x)
(0.103 (Informatik-Provisorium))
Tuesday: 16:00 - 18:00, weekly (12x)
Wednesday: 14:00 - 16:00, weekly (13x)
Wednesday: 16:00 - 18:00, weekly (13x)
Thursday: 10:00 - 12:00, weekly (13x)
Friday: 10:00 - 12:00, weekly (13x)

Fields of study

Module assignments

Comment/Description

Students

* learn concepts and techniques of deep learning and understand their advantages and disadvantages compared to alternative approaches
* learn to solve practical data science problems using deep learning
* implement deep learning techniques like multi-layer perceptrons, convolutional neural nerworks, recurrent neural networks, deep reinforcement learning
* learn techniques for optimization and regularization of deep neural networks