Advanced Deep Learning for Image Processing

Utbildningsfakta

Kod: 1MD042

The course covers deep learning for visual data such as data-driven image classification, linear classification and backpropagation. It covers convolutional neural networks (CNN) and methods for training, visualising and interpreting these, generative adversarial networks (GANs), different architectures and applications within image analysis (classification, detection, segmentation). The possibilities and limitations of deep learning, in particular in image analysis, are discussed.

Behörighet

120 credits. Participation in Deep Learning and Neural Networks. Participation in on of the courses Introduction to Image Analysis and Computer-Assisted Image Analysis. Proficiency in English equivalent to the Swedish upper secondary course English 6.

Utbildningstillfällen

Varje tillfälle har egna datum och villkor. Avslutade tillfällen behålls som historik och innebär inte att en ny ansökan är öppen.

• Advanced Deep Learning for Image Processing

  Uppsala University

  Uppsala

  Startdatum: 22 mars 2027

  Slutdatum: 6 juni 2027

  Studietakt: 33 %