---
tags:
- ai
- media
- art
Cycle Consistent [GAN](GAN.md)
- G
- $x \rightarrow y$
- F
- $y \rightarrow x$
- Aims to bridge gap across domains
- Zebras-horses
- Audi-BMW
- Learn bidirectional mapping function
- Transitivity regularises training
- $x \rightarrow y'$
- $y' \rightarrow x''$
- $x == x''$
- Cycle consistency
- Requires two datasets
- One for each domain
- Not directly paired
- Unlike edge map $\rightarrow$ bag
