swookey-thinky/mindiffusion
Repository of lessons exploring image diffusion models, focused on understanding and education.
This is a collection of educational lessons that help you understand how image diffusion models work, from their foundational concepts to advanced techniques like text-to-image generation. Each lesson provides explanatory videos, interactive notebooks, and runnable code, letting you follow along and see how these models create images from simple inputs like numbers or text descriptions. It's designed for anyone interested in learning the technical inner workings of generative AI for images.
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Use this if you are a machine learning engineer, researcher, or an advanced student who wants to deeply understand the historical progression and technical details behind image diffusion models.
Not ideal if you are looking for a simple tool to generate images without understanding the underlying code or for deploying production-ready diffusion models.
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62
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9
Language
Python
License
MIT
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Last pushed
Jan 09, 2025
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