CycleGAN
CycleGAN changes an image style, then checks if it can change it back.
What it does
CycleGAN changes an image style, then checks if it can change it back.
Transfer: Moving a style from A to B • Domain: Image category
How it works
- Change an image from one style to another.
- Change it back to the first style.
- Compare the result to see if the main content stayed the same.
Uses & Applications
- A photo app can try a painting style on a picture.
- A car company can imagine daytime road photos as nighttime road photos.
- A game artist can test a new look for backgrounds.
In short
It can translate one image style into another.
Try it yourself
Change a pattern, then change it back
One learner changes a dark number pattern into a light one. A second learner tries to change it back.
Your turn
Change one setting at a time. Reset example puts everything back.
Cycle between two visual styles
Step 1Why this happens