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    Multi-controlled workflow: CNet, Depth mask condition, IPAdapter - v1.0
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    A workflow I made for myself for convenient control over generation.

    Working on making a "Control panel", user friendly version later.

    Description:

    Notes
    Some notes I prefer to have to sketch down prompts I liked.

    Main loader
    Load Checkpoint, LoRA here, set latent image size. You can loop multiple checkpoints.

    Prompting
    Prompt subject and scene separately (important as ControlNet takes subject prompt, Depth mask uses both for foreground/background), you select styles, make some randomized content (I use 2 random colors as _color, a random animal as _subject and a random location as _location.

    Conditioning
    Sets the base condition for the generation, passes along for other nodes to use it.

    Depth mask
    Depth mask splits the image to two separate masks based on the image generated in ControlNet group: basically a foreground/subject and background/scene masks, then applies the subject / background prompts from Prompting section.

    ControlNet
    Creates the basic image of subject (Depth mask will use this), then applies itself to the rest of the generating process.

    IPAdapter
    You can load 3 images here that IPAdapter will use to modify the style.

    1st pass, 2nd pass, Preview image
    1st pass generated the final image with latent's dimensions - you can also set upscale ratio here, 2nd pass generates the upscaled image, and you can then preview / save image.


    You can supposedly turn off each component separately besides basic loader, prompting and conditioning, but Depth mask and ControlNet should be used both or neither.


    Important: this workflow is not yet optimized to be beginner / user-friendly, I'm planning on releasing one some time later, probably at the weekend, if anyone needs it. Also couldn't cut the number of custom nodes used more than this, but will try to in theoretical later versions. Currently the workflow uses these custom nodes:

    comfyui_controlnet_aux
    ComfyUI Impact Pack
    ConfyUI_LayerStyle
    rghtree-comfy
    ComfyUI-Easy-Use
    ComfyUI-KJNodes
    OneButtonPrompt
    ComfyUI_essentials
    tinyterraNodes
    Bjornulf_custom_nodes
    Quality of life Suit:V2
    KayTool
    ComfyUI-RvTools


    From the top left corner: basic conditioning, Depth mask applied by itself, ControlNet applied in addition, IPAdapter also applied.

    Description

    FAQ

    Workflows
    SDXL 1.0

    Details

    Downloads
    326
    Platform
    CivitAI
    Platform Status
    Available
    Created
    4/24/2025
    Updated
    5/13/2026
    Deleted
    -

    Files

    multiControlledWorkflow_v10.zip

    Mirrors