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News

Content

Current issues, methods and datasets in computer vision for image classification, object detection, image segmentation, image generation and domain transfer.

 

Schedule

  • First Lecture Session: The first lecture session will cover mostly organizational questions. It will be held online via zoom on Monday, 11.10., 6-8pm,  and will be recorded in case anyone can not attend.
  • regular Lecture: Monday:  4-6pm, starting on 18.10.2021
  • Exercise: Monday, 6-8pm, Start: 18.10.2021

 


Qualification Goals

  • Deep understanding of current computer vision methods for image classification, object detection, image segmentation, image generation, and domain transfer.
  • Understand, apply and evaluate current approaches.
  • Understanding of the technical principles of computer vision methods.
  • Evaluation and discussion of new computer vision problems and methods.

Literature

  • R. Szeliski: Computer Vision Algorithms and Applications, Springer, 2010. ISBN: 978-1-84882-934-3. (Online available: http://szeliski.org/Book/).
     

  • Ian Goodfellow and Yoshua Bengio and Aaron Courville, Deep Learning, An MIT press book, 2016