What it does

Stable Diffusion starts with messy dots and slowly cleans them into an image that matches a prompt.

Denoising: Cleaning static • Hidden code space: A small number-map the AI uses

How it works

  • Start with random noise.
  • Use the prompt as a guide.
  • Clean the noise step by step until an image appears.

Uses & Applications

  • An artist can make a quick idea picture from words.
  • A designer can try many poster concepts.
  • A game maker can explore character or background ideas.
In short

It is like finding shapes in clouds until a picture appears.

Try it yourself

Turn random speckles into a shape

Start with a small grid of random speckles. Repeated guesses remove noise from a small picture code, then enlarge it.

Your turn

Change one setting at a time. Reset example puts everything back.

Reveal a shape through denoising

Step 1
Why this happens

Look closer at the numbers
Numbers used in this example