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    AIO ComfyUI Easy txt2img\img2img\inpainting\wildcards\style\ControlNet with Hirez fix and 4k upscale - v4.1 with ControlNet
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    • V4.1 Updated img4way switch. All inputs are optional instead of required so ControlNet nodes can be disabled without causing an error.

    • V4.1 Has ControlNet workflow with new custom switche nodes to make swapping between txt2img, img2img, inpainting, and controlnet easy as pie.
      Suggest bypassing CNets that are not in use so help with render times.
      Custom nodes include: 4way process switch, 4way CNet switch, and VAE switch.

      Drop NK custom nodes into custom nodes folder.

    • **You can disable or mute all the ControlNet nodes when not in use except Apply ControlNet, use bypass on Apply ControlNet because the conditioning runs through that node.

    • Custom nodes used in V4 are: Efficiency Nodes, Derfuu Modded Nodes, ComfyRoll, SDXL Prompt Styler, Impact Nodes, Fannovel16 ControlNet Preprocessors, Mikey Nodes (Save img node), and pythongosssss Custom Scripts.

    • V3 has all the features of V2 but now includes Wildcard prompter and Style selector. Three custom nodes are included for Aspect ratio and 3way latent switch and VAE switch for easy switching between baked and optional VAEs. Drop nodes in "custom nodes" folder.

      V3 also has an improved workflow, I found the lora stacks were distorting the hirez pass. Now the hirez pass has no lora stacks just the loaded checkpoint which seems to improve the output.

    • V2 has inpainting and custom 3 way switch node for easy swapping between txt2img - img2img - inpainting.

    • A compact, easy to use txt2img and img2img workflow with 2k and 4k upscale.

      Custom nodes used are: Efficiency Nodes, ComfyRoll, SDXL Prompt Styler, Impact Nodes.

      I've included the edited aspect node as it does not contain a "custom" aspect ratio. Drop in your custom nodes folder.

      Use a 2x Upscaler for the 4k upscale.

    Description

    Updated img4way switch. All inputs are optional instead of required so ControlNet nodes can be disabled without causing an error.

    FAQ

    Comments (25)

    SuperCakeToastSep 23, 2023
    CivitAI

    What are the .py files for?

    Nokode
    Author
    Sep 23, 2023

    Custom nodes that I made.

    SuperCakeToastSep 24, 2023

    @Nokode I installed these, tho I'm still missing a few nodes. Found CR nodes, but most of the other items in that list are nowhere in the UI's manager tab that I could see them. Are these in ambiguous packs that doesn't name them hence are harder to find with a simple search?

    When loading the graph, the following node types were not found:

    CR LoRA Stack

    Get image size

    Image scale to side

    OpenposePreprocessor

    Zoe-DepthMapPreprocessor

    MiDaS-NormalMapPreprocessor

    CR Apply LoRA Stack

    Save Images No Display

    Nodes that have failed to load will show as red on the graph.

    Nokode
    Author
    Sep 24, 2023

    @SuperCakeToast Get image size, image scale to side are derfuu modded nodes, Save image no display is Mikey nodes, and the controlnet nodes are Fannovel16 ControlNet Preprocessors. CR is Comfyroll nodes.

    SuperCakeToastSep 24, 2023

    @Nokode IDK what I did wrong but while trying to install dependencies here and there ended up with that massive "to get" list
    "Mask Smooth Region

    Image to Latent Mask

    Image Rembg (Remove Background)

    CLIPSeg Masking

    Mask Dilate Region

    CLIPSeg Model Loader

    Image Filter Adjustments

    Image to Noise

    Image Mix RGB Channels

    Image Levels Adjustment

    Image Select Channel

    Image Size to Number

    Image Crop Location

    Mask Crop Region

    Images to RGB

    Image Blend by Mask

    Bounded Image Crop with Mask

    Bounded Image Blend with Mask

    Image Padding

    Mask Erode Region

    Bounded Image Crop

    Constant Number

    Number Operation

    Image Bounds

    Inset Image Bounds

    Image Blank"

    Beast01Sep 24, 2023
    CivitAI

    whn ever i try to use your this workflow, i face below error>>

    "When loading the graph, the following node types were not found:

    NK_VAESwitch

    NK_ImageInputSwitch_4way_v2

    NK_InputLatents4Way

    Nodes that have failed to load will show as red on the graph."

    above missing file you are given in zip file, but i don't know where should i have to place that file to fix above error.

    Please mention the location to fix this issue

    Beast01Sep 24, 2023

    after lots of test & try, finally i found the path that is "ComfyUI \ custom_nodes".

    Thank you for your workflow.

    Nokode
    Author
    Sep 24, 2023

    Those are the custom nodes included in the download.

    EniotnadgtOct 7, 2023
    CivitAI

    Thanks a lot for sharing this ! Have you plan a tutorial for explain how to use this workflow ? I'am a comfy beginner and be a little bit confused with it

    Nokode
    Author
    Oct 8, 2023

    I tried to make it as easy as possible but if there's anything you're confused about you can ask here and I can do my best to help. Also Scott Detweiler on YouTube uses ComfyUI and has a playlist of the basics and all the way up to more advanced stuff.

    EniotnadgtOct 17, 2023

    @Nokode Thanks ! I have good results with Txt2img and Img2img but have an issue with controlnet : "Error occurred when executing Zoe-DepthMapPreprocessor: expected size to be one of int or Tuple[int] or Tuple[int, int] or Tuple[int, int, int], but got size with types [, ]"
    Have you an idea of what's going wrong ?

    Nokode
    Author
    Oct 17, 2023

    @Eniotnadgt What depth model are you using? Some of the controlnet models require the "diffControlnetloader".

    202105039631776Nov 1, 2023
    CivitAI

    Thanks, I've enjoyed your work in here, could you ad Ultimate SD upscaler 2x + 2x to reach 4k? thank you!

    Nokode
    Author
    Nov 2, 2023

    Sure I can work something up. Probably on the weekend when I have some free time.

    KINGLIFERDec 26, 2023

    @Nokode update?

    titanitoDec 24, 2023
    CivitAI

    y como se usa, se agrega a una carpeta con cualquier nombre en el custom_nodes ?

    miketuffinMar 17, 2024
    CivitAI

    maybe i am late but sorry to ask am getting : When loading the graph, the following node types were not found:

    • NK InputLatentsText

    Nodes that have failed to load will how as red on the graph. how to make them work ?? thanks

    Nokode
    Author
    Mar 17, 2024

    Make sure you have dropped the custom node file into the nodes folder.

    miketuffinMar 18, 2024

    @Nokode yeah thats what i did , it still gives this message. do i drop the files in a file named NK ? OR i just drop all files in the custom nods ?

    Nokode
    Author
    Mar 18, 2024· 2 reactions

    @miketuffin Just drop them all in the custom nodes folder

    gunch0294May 29, 2024
    CivitAI

    loaded .json file and dropped all files in custom_nodes folder, but getting this error when loading workspace:

    When loading the graph, the following node types were not found:

    •Get image size

    •Image scale to side

    Nodes that have failed to load will show as red on the graph.


    and when i press 'Queue Promt', im getting this:

    Cannot execute because a node is missing the class_type property.: Node ID '#6'

    EvilboyJun 17, 2024

    getting the exact same error, did you find a fix?

    AbyssalDreamsOct 14, 2024
    CivitAI

    Would love to see this rebuilt, why was it archived?

    timesight955Oct 29, 2024
    CivitAI

    i humbly request that this be brough back. has been my go-to for a while and produced the best results for me

    timesight955Oct 29, 2024

    the only things that are not working for me with this workflow now are this

    Warning: Missing Node Types

    When loading the graph, the following node types were not found:

    Get image size

    Image scale to side

    Workflows
    Other

    Details

    Downloads
    2,096
    Platform
    CivitAI
    Platform Status
    Available
    Created
    9/22/2023
    Updated
    5/9/2026
    Deleted
    -

    Files

    aioComfyuiEasyTxt2imgImg2img_v41WithControlnet.zip