Learn Diffusion
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Modules/The Diffusion Process
3

The Diffusion Process

How noise becomes images

Challenges completed0/11

What you'll understand after this module

  • Forward process: adding noise
  • Reverse process: removing noise
  • How text guides denoising
  • The quality-diversity tradeoff (CFG)

Lessons

1

Forward Process

0/3 challenges

Adding noise step by step

2

Reverse Process

0/3 challenges

Removing noise to reveal images

3

The Math Intuition

0/5 challenges

Gaussian noise explained simply

4

Text Guidance

0/0 challenges

How the prompt steers denoising

5

CFG Scale

0/0 challenges

The creativity vs accuracy dial

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