FLUX Klein Unified Image Editing (Inpaint / Remove / Outpaint) in ComfyUI | Advanced Image Restoration

Flawless editing. Remove, fill, and extend any image fast.

Who it's for: creators who want this pipeline in ComfyUI without assembling nodes from scratch. Not for: one-click results with zero tuning — you still choose inputs, prompts, and settings.

Open preloaded workflow on RunComfy

Open preloaded workflow on RunComfy (browser)

Why RunComfy first
- Fewer missing-node surprises — run the graph in a managed environment before you mirror it locally.
- Quick GPU tryout — useful if your local VRAM or install time is the bottleneck.
- Matches the published JSON — the zip follows the same runnable workflow you can open on RunComfy.

When downloading for local ComfyUI makes sense — you want full control over models on disk, batch scripting, or offline runs.

How to use (local ComfyUI)
1. Load inputs (images/video/audio) in the marked loader nodes.
2. Set prompts, resolution, and seeds; start with a short test run.
3. Export from the Save / Write nodes shown in the graph.

Expectations — First run may pull large weights; cloud runs may require a free RunComfy account.

Overview

This workflow lets you restore, clean, and expand your images with professional precision. It intelligently fills gaps, removes unwanted items, and naturally extends scenes while preserving lighting, depth, and texture. Perfect for retouchers and artists, it ensures fast, consistent, and high-quality edits without losing creative control. You can effortlessly transform incomplete or cluttered visuals into polished, production-ready art using advanced image alignment and context-aware diffusion. Ideal for anyone seeking to achieve detailed, natural-looking results with minimal steps.

Important nodes:

• LoadImage

• Long Side Scale Limit

• InpaintModelConditioning

• ReferenceLatent

• ImagePadForOutpaint

• ImageAndMaskPreview

• InvertMask

• LayerUtility: ImageScaleByAspectRatio V2

• Mask Fill Holes

• GrowMaskWithBlur

• Any Switch (rgthree)

• ImpactSwitch

• Flux2Scheduler

• KSamplerSelect

Notes

FLUX Klein Unified Image Editing (Inpaint / Remove / Outpaint) in ComfyUI | Advanced Image Restoration — see RunComfy page for the latest node requirements.