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Stable Diffusion IC-Light: Preserve details and colors with frequency separation and color match

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Andrea Baioni

A full pipeline and workflow for production ready product advertising solutions in Stable Diffusion.

In this episode of Stable Diffusion for Professional Creatives, we develop a full, oneclick pipeline in Stable Diffusion for creating stunning advertising campaigns from a single bad product picture.

Want to support me? You can buy me a coffee here: https://kofi.com/risunobushi

Workflow: https://openart.ai/workflows/gCMFAhrx...
Full Assets folder (1.6GB): https://we.tl/t3csFQs2saw
(If you're using Blender, enable this plugin to use 3ds files: https://docs.blender.org/manual/en/la...)

(install the missing nodes via comfyUI manager, or use:)

ICLight comfyUI github: https://github.com/kijai/ComfyUIICL...
ICLight model (fc only, no need to use the fbc model): https://huggingface.co/lllyasviel/ic...

GroundingDinoSAMSegment: https://github.com/storyicon/comfyui_...
SAM models: found in the same SAM github above.

Frequency Separation: they should be coming from the standard comfyUI install, otherwise you can just install them via the manager.

Model: most 1.5 models, I'm using epicRealism https://civitai.com/models/25694/epic...

Auxiliary controlNet nodes: https://github.com/Fannovel16/comfyui...

Timestamps:

00:00 Intro
01:36 Changes Overview
02:27 Workflow indepth explanation
07:07 Color Matching!
08:01 Advertising Pipeline
08:08 Advertising Pipeline: Photo Prep
08:52 Advertising Pipeline: Virtual Set in 3D
10:09 Advertising Pipeline: Stable Diffusion Rework
11:02 Advertising Pipeline: First Test (Ice Sculpture from Branch)
13:26 Advertising Pipeline: Second Test (Low Denoise)
14:18 Advertising Pipeline: Advertising Test
14:45 Advertising Pipeline: Animation (Theoretical)
16:16 Final thoughts
16:38 Outro

#stablediffusion #advertising #iclight #stablediffusiontutorial #relight #ai #generativeai #generativeart #comfyui #comfyuitutorial #risunobushi_ai #sdxl #sd #risunobushi #andreabaioni

posted by etterfyltr9