Week 5: CNN Architectures, Finetuning and Visualization

Contents

Week 5: CNN Architectures, Finetuning and Visualization#

How CNN design evolved (Inception, ResNet and after), how to reuse a pretrained network, and how to see what one has learned.

Lectures#

  1. Evolution of CNN Architectures (InceptionNet and ResNet)

  2. More and Recent CNN Architectures

  3. Finetuning CNNs (Transfer Learning)

  4. Visualizing CNNs

Contents