History of Networks

https://web.eecs.umich.edu/~justincj/slides/eecs498/FA2020/598_FA2020_lecture08.pdf

AlexNet - ZFNet - VGG/GoogLeNet - ResNet…

Some concepts

• Stem Network
• Inception Module
• Residual Blocks
  • Bottleneck ResNet Block
  • Pre-Activation ResNet Block
• Dense Networks
• Neural Architecture Search

When doing projects use:

• ResNet-50, ResNet-101
• MobileNets, ShuffleNets if low on resource