Stable Diffusion - What, Why, How?

Stable Diffusion is a text-based image generation machine learning model released by Stability.AI. It's default ability generated image from text, but the model is open source which means that it can also do much more. In this video I explain how Stable Diffusion works at a high level, briefly talk about how it is different from other Diffusion-based models, compare it to DALL-E 2, and mess around with the code. Outline 0:00 - Intro 1:58 - Stable Diffusion Explained 4:32 - Why The Buzz? 6:46 - Starting The Code 12:45 - DALL-E 2 Comparison 20:15 - Custom Pipeline 32:01 - Making Diffusion Videos 37:30 - Generating Similar Images 40:23 - Image-to-Image 53:42 - Wrapping it Up Social Media YouTube - https://youtube.com/c/EdanMeyer Twitter - https://twitter.com/ejmejm1 Sources: Colab Notebook - https://colab.research.google.com/drive/1_kbRZPTjnFgViPrmGcUsaszEdYa8XTpq?usp=sharing Blog post - https://stability.ai/blog/stable-diffusion-public-release Source Code - https://github.com/CompVis/stable-diffusion Hugging Face Models - https://huggingface.co/spaces/stabilityai/stable-diffusion Paper - https://arxiv.org/pdf/2112.10752.pdf