第二周 Deep convolutional models:case studies

第一节 Case studies

2.1 Why look at case studies?

2.2 Classic Networks

2.3 ResNets

2.4 Why ResNets Work

2.5 Networks in Networks and 1x1 Convolutions

2.6 Inception Network Motivation

2.7 Inception Network

第二节 Practical advices for using ConvNets

2.8 Using Open-Source Implementation

2.9 Transfer Learning

2.10 Data Augmentation

2.11 State of Computer Vision