Stable Diffusion - How to build amazing images with AI
Serrano.Academy
@serranoacademyAbout
Welcome to Serrano.Academy! I'm Luis Serrano and I love demystifying concepts, capturing their essence, and sharing these videos with you. I prefer illustrations, analogies, and cartoons, rather than formulas (although we don't shy away from the math when needed). The topics I have are machine learning, mathematics (probability and statistics), but I'm open to many others. If you have any topics you'd like to suggest, feel free to add them in the comments or drop me a line! For more information, check out http://serrano.academy. And also check out my book! Grokking Machine Learning http://manning.com/books/grokking-machine-learning (40% discount code: serranoyt)
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Video Description
This video is about Stable Diffusion, the AI method to build amazing images from a prompt. If you like this material, check out LLM University from Cohere! https://llm.university Get the Grokking Machine Learning book! https://manning.com/books/grokking-ma... Discount code (40%): serranoyt (Use the discount code on checkout) 0:00 Introduction 1:27 How does Stable Diffusion work? 2:55 Embeddings 12:55 Diffusion Model 15:00 Numerical Example 17:39 Embedding Example 19:37 Image Generator Example 28:37 The Sigmoid Function 34:39 Diffusion Model Example 41:03 Summary
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