Motivation for convolutional layers

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From the course by National Research University Higher School of Economics
Introduction to Deep Learning
58 ratings
National Research University Higher School of Economics

Introduction to Deep Learning

58 ratings
Course 1 of 7 in the Specialization Advanced Machine Learning
From the lesson
Deep Learning for images
In this week you will learn about building blocks of deep learning for image input. You will learn how to build Convolutional Neural Network (CNN) architectures with these blocks and how to quickly solve a new task using so-called pre-trained models.

Meet the Instructors

  • Evgeny Sokolov
    Evgeny Sokolov
    Senior Lecturer
    HSE Faculty of Computer Science
  • Andrei Zimovnov
    Andrei Zimovnov
    Senior Lecturer
    HSE Faculty of Computer Science
  • Alexander Panin
    Alexander Panin
    Lecturer
    HSE Faculty of Computer Science
  • Ekaterina Lobacheva
    Ekaterina Lobacheva
    Senior Lecturer
    HSE Faculty of Computer Science
  • Nikita Kazeev
    Nikita Kazeev
    Researcher
    HSE Faculty of Computer Science