Lecture CNN and Vision

This page contains the details about the Lecture on Convolutional Neural Networks for Vision as part of the Neural Network Course of Prof. Giorgio Buttazzo at SSSA. The lecture focused on advanced uses and software uses rather than the basics of CNN being discussed in previous lecture.

Course page: here

Slides: here (PDF)

Code page: github

Topics:

  • Computer Vision and DNN
  • Software Tools
  • CPU and GPU for CNN
  • Model size problem
  • CIFAR10, MNIST
  • Preprocessing and Augmentation