GANs
GANs use two AIs: one makes fake examples, and the other tries to spot the fake.
What it does
GANs use two AIs: one makes fake examples, and the other tries to spot the fake.
Generator: The creator • Discriminator: The judge
How it works
- The generator makes a fake item.
- The discriminator judges whether it looks real.
- Both improve by competing.
Uses & Applications
- A game studio can make sample textures.
- A design team can create example faces or objects for testing.
- A research team can make practice images when real examples are limited.
In short
Picture a creator AI and a judge AI training together.
Try it yourself
Let a maker and a judge learn together
The maker makes pretend dots. The judge tries to tell them apart from the real group. Each learner pushes the other to improve.
Your turn
Change one setting at a time. Reset example puts everything back.
Compare generator and judge
Step 1Why this happens