Stable Diffusion - Building Amazing Images with AI

Explore the inner workings of Stable Diffusion, an AI method for generating stunning images from text prompts, in this 45-minute video tutorial. Delve into key concepts such as embeddings, diffusion models, and image generation through practical examples and numerical illustrations. Learn about the sigmoid function and its role in the process. Gain a comprehensive understanding of how Stable Diffusion transforms textual descriptions into visually impressive results, with a step-by-step breakdown of the technique's components and mechanisms.

Introduction
How does Stable Diffusion work?
Embeddings
Diffusion Model
Numerical Example
Embedding Example
Image Generator Example
The Sigmoid Function
Diffusion Model Example
Summary