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    Published December 6, 2025by xEception

    Controlnet Inpainting: ComfyUI Image Generation

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    🎯 Glitch-Free Inpainting Workflow (No Quality Loss) ⭐⭐⭐
    A streamlined inpainting workflow designed to eliminate common artifacts while preserving image integrity.


    🔧 Key Process Controls:
    * Mask Optimization
    * ControlNet Integration
    * Inpainting Preprocessing
    * Mask Blending


    🚫 Solves Common Inpainting Issues:
    Harsh edges and visible borders
    Glitches and generation artifacts
    Style/logical inconsistencies
    "Dirty" or muddy generation
    VAE burn-in during sequential inpainting


    ⚙️ Optional Enhancements:
    * Multiple LoRA slots – For character/feature-specific refinement (e.g., perfect eyes)
    * Color Transfer nodes – Optional tonal adjustment
    * Parameter-embedded Save nodes – Metadata-preserving export

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    💡Tips for Best Results:
    > For truly high-quality output, always experiment with different settings:
    1. ControlNet Selection: Strong models like SDXL Union generally deliver superior results
    2. Usual parameter Ranges:
    * Structural changes (objects/forms inside mask): Start: 0.1End: 1.0
    * Detail refinement (colors/textures while preserving shapes): Start: 0End: 0.2–0.5
    3. Seed Exploration: Don't hesitate to roll seeds extensively – the perfect generation often requires multiple attempts

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    Other workflows:

    Starter Workflow: ComfyUI Image Generation
    Extended Starter Workflow: ComfyUI Image Generation⭐⭐

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