Creative and Sharp Upscaling with AI (latent and ultimate upscaling)

Upscaling your low resolution images is a workflow you will use quite often in your AI image generation. I will go through one of the most effective workflows that not only sharpens but help generate better and more creative details than the original. You can also easily control how closely to keep to the original content or be more creative in the generation.

It is a three part combo that begins with a quick initial low res text to image generation, then the latents are upscaled to generated better creative details and finally Ultimate upscalar to add the sharpness to the final detailing.


00:00 Intro
00:20 3 Part Process
00:47 What is latent space
01:09 Base Image
01:53 Latent Upscale
03:34 Image Comparer Node
04:47 Ultimate Upscale
07:06 Architecture Comparisons
07:56 Control net and upscalar
08:07 Outro

Ultrasharp mode: https://civitai.com/models/116225/4x-...
Ultimate SD upscaler: https://github.com/ssitu/ComfyUI_Ulti...

Install:    • One-click installs for Open Source AI...  
Part I:    • ComfyUI: Getting started for Stable D...  
Part II:    • ComfyUI: Intro to Masking and In-pain...  
Part III:    • ComfyUI: Intro to Control Net- Sketch...  
Part IV:    • Best Photorealistic Models with ComfyUI  

Instagram account:   / urbandecoders  

#ai #architecture #generativedesign #parametric #stablediffusion #upscaling #animation #comfui #image #design #generativedesign #painting