AI Image Generation with Stable Diffusion | Part 1

Channel:
Canada NanoNomad
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2,810
Published on ● Video Link: https://www.youtube.com/watch?v=8xAq0-68jiU


Duration: 10:35
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A fairly late-to-the-party look at Stable Diffusion and the WebUI running in Conda on Windows 10. GPU Used is a NVIDIA GTX1660S 6GB with a very loud fan.

Part 2 is up here: https://youtu.be/Q7i_IdEDwIg

I point out some easy to follow installation guides, cover the ways to overcome out of memory errors, show some image generation using txt2img via the WebUI and how parameters such as sample rate and CFG affect output.

Installing Stable Diffusion and the Automatic1111 WebUI using Conda on Windows 10:
https://youtu.be/m_Bx1tTC8eE

Resources:

Miniconda for Windows: https://docs.conda.io/en/latest/miniconda.html

Stable Diffusion - HLKY Fork [with documentation]: https://github.com/hlky/stable-diffusion

Stable Diffusion official repo: https://github.com/CompVis/stable-diffusion

GPU-Z download: https://www.techpowerup.com/gpuz/

Real-ESRGAN (Covering in Part 2): https://github.com/xinntao/Real-ESRGAN

Stable Diffusion ultimate GUI install guide for Windows: https://rentry.org/GUItard

Stable Diffusion Linux install guide with scripts: https://github.com/hlky/stable-diffusion/wiki/Linux-Installation

CFG explained, but I'm still lost: https://benanne.github.io/2022/05/26/guidance.html

Stable Diffusion CPU guide: https://rentry.org/cputard

Lexica Art / Prompt Search: https://lexica.art/



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Tags:
stable diffusion
AI
image synthesis
image generation
machine learning