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An Introduction to Image Classification: From Designed Models to End-To-End Learning

by Klaus D. Toennies
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Current price ₹3,672.00
Original price ₹5,649.00
Original price ₹5,649.00
Original price ₹5,649.00
(-35%)
₹3,672.00
Current price ₹3,672.00

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Book cover type: Paperback
  • ISBN13: 9789819978847
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Springer
  • Publisher Imprint: Springer
  • Publication Date:
  • Pages: 308
  • Original Price: EUR 49.99
  • Language: English
  • Edition: N/A
  • Item Weight: 439 grams
  • BISAC Subject(s): Artificial Intelligence / Computer Vision & Pattern Recognition

Next, neural networks are presented as a means to learn a classification model directly from labeled sample images, with individual components of the network discussed.

Klaus D. Toennies is a retired professor of Computer Science at the Otto-von-Guericke-Universitaet (OvGU) Magdeburg in Germany. From 1998 to 2022, he led the Computer Vision Group at OvGU. Since 2022, he has served as a visiting professor at the German Faculty of Engineering at the Technical University Sofia, collaborating on the development of an Artificial Intelligence syllabus for the faculty's Computer Science programs. Prof. Toennies has authored several books and numerous journal papers on topics in image processing, computer vision, and image analysis for Medical Images, including the Springer book Guide to Medical Image Analysis.


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