017 Special applications: Face recognition & Neural style transfer

目录

• Face recognition
• What is face recognition ?
• One-shot learning
• Siamese network
• Triplet loss
• Face verification and binary classification
• Neural Style Transfer
• What is neural style transfer ?
• What are deep ConvNets learning?
• Cost function
• Content cost function
• Style cost function
• 1D and 3D generalizations of models

Face recognition

What is face recognition ?

One-shot learning

Siamese network

Triplet loss

Face verification and binary classification

Neural Style Transfer

What is neural style transfer ?

What are deep ConvNets learning?

Cost function

Content cost function

Style cost function

1D and 3D generalizations of models