andy
1c441487f9
Affected files: .obsidian/workspace-mobile.json .obsidian/workspace.json Lab/Scratch Domain.md Money/Econ.md STEM/AI/Classification/Classification.md STEM/AI/Classification/README.md STEM/AI/Classification/Supervised.md STEM/AI/Neural Networks/CNN/Examples.md STEM/AI/Neural Networks/CNN/FCN/FCN.md STEM/AI/Neural Networks/CNN/FCN/FlowNet.md STEM/AI/Neural Networks/CV/Filters.md STEM/img/coordinate-change.png STEM/img/gaussian-class.png Tattoo/Engineering.md Want.md
925 B
925 B
LeNet
- 1990's
- 1989
- 1998
AlexNet
2012
- Activation Functions#ReLu
- Normalisation
VGG
2015
- 16 layers over AlexNet's 8
- Looking at vanishing gradient problem
- Xavier
- Similar kernel size throughout
- Gradual filter increase
GoogLeNet
2015
- Inception Layers
- Multiple Deep Learning#Loss Function Functions
Inception Layer
Auxiliary Deep Learning#Loss Function Functions
- Two other SoftMax blocks
- Help train really deep network
- Vanishing gradient problem
