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    Update the plugin to latest version to avoid incorrect placement during large buffer and close to edge mask

    Comfyui-In-Context-Lora-Utils (20241214)

    v3.4 update:

    Use kontext to improve workflow

    v3.3g update:

    a simple workflow for dev ic lora using new nodes.

    v3.3f update:

    Fix missing connection on crop mask to original result

    Usage:

    Input two images

    mask the target area from image 1 as reference

    mask the target area from image 2 as editing area

    Parameter:

    https://civarchive.com/articles/9292 

    中文视频讲解:

    https://www.bilibili.com/video/BV19MiZYJE82/?vd_source=1f3b87e4654ce717c5f87bb51a78ffc0

    Sponsors me for more open source project:

    Buy me a coffee:

    WeChat

    v3.3 update:

    Add auto mask before final output.

    Move parameter above load image section for more space.

    Adjust fit image logic, update logic to avoid cropping image.

    Adjust plugin calculation to avoid incorrect replacement.

    v3.2 update:

    add prompt and redux switch.

    add one step refine.

    Update the latest plugin, 2024-12-05, for v3.2: Comfyui-In-Context-Lora-Utils

    v3.1 update:

    Add AutoPatch Node to avoid patch mode and patch type selection.

    Fix incorrect width height in edge case which lead to incorrect resize and incorrect replace in final result

    v3.0 update: To adjust lossy detail issue, I develop new nodes for this context window editing workflow.

    Download the latest plugin for v3.0: Comfyui-In-Context-Lora-Utils

    v3.0 workflow enable any context window editing with provided mask and image.

    It could create very small context window from source image and replace it back to the original image.

    v2.4 update: Based on another person created workflow, improve image process logic with my Comfyui-In-Context-Lora-Utils

    PS: demo image is created by 书墨旅人 from a wechat group.

    v2.3 update: Two pass sampler to increase the consistency

    v2.2 update: Fix missing flux guidance issue

    v2.1 update: Remove Lora from the workflow

    v2.0 update: Add Target Image And Accept Mask Input

    PS: Need the latest Comfyui and newly release inpainting flux model

    PS2: You might need to adjust seed a few time to get the best result

    Download Inpainting Flux Model (Fill) Here:

    https://huggingface.co/black-forest-labs/FLUX.1-Fill-dev/tree/main

    V2.0 extention:

    https://github.com/lrzjason/Comfyui-In-Context-Lora-Utils

    ## How to install
    Download the zip file.
    Extract to ..\ComfyUI\custom_nodes.
    Restart ComfyUI

    For try on lora, you could download from below:

    https://civarchive.com/models/950111/flux-simple-try-on-in-context-lora

    v1.3 update: added new plugin for simplify in context lora workflow

    v1.2 update add more description and tips

    add Ratio Based on 1024 for high resolution generation

    The remove background node need the ckpt from below url

    https://github.com/chflame163/ComfyUI_LayerStyle?tab=readme-ov-file#TransparentBackgroundUltra

    As newly discoved in context lora usage of Flux.

    https://ali-vilab.github.io/In-Context-LoRA-Page/

    We could use image as condition to generate similar output.

    I introduce this workflow to simply remove the ic-lighting and inpainting models for product background editing.

    Please use with this lora:

    https://civarchive.com/models/933026/flux-product-design-in-context-lora

    Modify the Main Description to descript the input image.

    Modify the Extra Description to descript the wanted image. You could refer [IMAGE1] in Extra Description.

    For example:

    Main Description: This is a picture of a gold pendant. The design of the pendant is very unique, shaped like a pair of spread wings with a heart-shaped hollow in the middle. The whole pendant presents a delicate and elegant feeling, suitable for use as a necklace or bracelet ornament.

    Extra Description: A beatiful woman wearing [IMAGE1] walking on street

    Feel free to dm me if you have any query.

    Contact: [email protected]

    QQ Group: 866612947

    Description

    FAQ

    Comments (15)

    xstahsieNov 22, 2024· 2 reactions
    CivitAI

    Hi, I'm a newbie to this... in the zip file, should there also be a .json file for this workflow? I only see a .png file.

    UPDATE: Never mind. The PNG file contains the workflow

    onetimepad369Nov 22, 2024· 1 reaction
    CivitAI

    GGUF replaced with Flux Fill (24GB model). Not good.

    xiaozhijason
    Author
    Nov 22, 2024· 1 reaction

    You could replace the fill model with gguf. It is not a must but I just get the 24GB fill at the time.

    AiMetatronNov 23, 2024
    CivitAI

    魔改帮!生态拯救员 FLUX 榜单新星:Rush about telling the news(魔法翻译)

    AiMetatronNov 23, 2024

    奔走相告

    lisab173Nov 23, 2024
    CivitAI

    Hi there, I could not find the IC_BAG_epoch_20.safetensor. Could you please tell me where I can download it? Thanks and kindest regards.

    xiaozhijason
    Author
    Nov 23, 2024· 1 reaction

    It doesn't release. It is a lora trained with some bags images.

    lisab173Nov 23, 2024

    Ok, thanks a lot!

    yaode360276Nov 24, 2024
    CivitAI

    之前训练的类in-context lora都是基于flux训练的,如果直接基于flux fill训练,工作流中是不是就不需要加载两个采样器了

    xiaozhijason
    Author
    Nov 24, 2024

    有可能

    xiaozhijason
    Author
    Nov 24, 2024

    不过fill的出图感觉质感有点问题

    yaode360276Nov 28, 2024

    @xiaozhijason 发现fill没法和CN一起工作

    xiaozhijason
    Author
    Nov 28, 2024

    @yaode360276 你可以试试先用cn画一半然后在用fill

    maxmarklundNov 24, 2024
    CivitAI

    I get this error:

    AddMaskForICLora

    OpenCV(4.10.0) D:\a\opencv-python\opencv-python\opencv\modules\imgproc\src\resize.cpp:4152: error: (-215:Assertion failed) !ssize.empty() in function 'cv::resize'

    xiaozhijason
    Author
    Nov 25, 2024

    seems like your input image or mask has some issue

    Workflows
    Flux.1 D

    Details

    Downloads
    142
    Platform
    CivitAI
    Platform Status
    Available
    Created
    11/22/2024
    Updated
    5/26/2026
    Deleted
    -

    Files

    fluxKontextWindow_v22.zip

    Mirrors

    CivitAI (1 mirrors)