# 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)](<../notebooks/Week 5/W05_L1_Evolution_of_CNN_Architectures.ipynb>)
2. [More and Recent CNN Architectures](<../notebooks/Week 5/W05_L2_Recent_CNN_Architectures.ipynb>)
3. [Finetuning CNNs (Transfer Learning)](<../notebooks/Week 5/W05_L3_Finetuning_CNNs.ipynb>)
4. [Visualizing CNNs](<../notebooks/Week 5/W05_L4_Visualizing_CNNs.ipynb>)