ComfyUI Clothing Swapping: IP-Adapter V2 + FaceDetailer (DeepFashion)

My AI Force
12 May 202412:12

TLDRIn this video tutorial, the host Way introduces viewers to the process of clothing swapping on a person's image using the latest version of the IP Adapter in ComfyUI. The process is straightforward, requiring only two images: one of the desired outfit and one of the person to be dressed. The host guides through the steps, from loading the images and creating a mask for the outfit using semantic segmentation, to refining the details with the FaceDetailer note. The video also covers installing necessary notes and models, such as the DeepFashion model, for enhancing clothing details. The workflow is designed to be user-friendly, with troubleshooting tips for issues like missing notes or highlighted errors. By the end, viewers are shown how to achieve a realistic and three-dimensional outfit swap with vibrant patterns, demonstrating the power of ComfyUI's tools for image editing.


  • 🎨 **Using ComfyUI:** The video demonstrates how to use the latest version of the IP adapter in ComfyUI to swap outfits on a person's image.
  • 📸 **Image Requirements:** You need two images - one of the outfit and one of the person you want to dress up.
  • 🔍 **Notes in ComfyUI:** The process involves running images through ComfyUI and using notes to refine the outfit on the person.
  • 🔗 **Workflow Download:** A link to the workflow is provided for download, allowing users to import it into their ComfyUI.
  • 📚 **Update and Install:** Ensure ComfyUI and IP adapter are updated, and install any missing notes like the ComfyUI Impact Pack and Segment Anything Notes.
  • 🖌️ **Creating a Mask:** The workflow includes creating a mask for the outfit using semantic segmentation and the Grounding Dano Sam segment note.
  • 🌟 **Mask Edges:** Use the Feather Mask note to blend the mask edges naturally.
  • 👗 **IP Adapter Module:** The video guides on building the IP adapter module to change the outfit with another dress image.
  • 🔄 **Model Installation:** It's important to have the correct models installed for the IP adapter to function properly.
  • 📈 **Fine-Tuning Control:** The IP adapter allows fine-tuning of the outfit's appearance with specific prompts and weight adjustments.
  • 🧩 **Enhancing Details:** The Face Detailer note, typically for facial details, can also enhance clothing details for a more realistic look.
  • 🔧 **Optimization Notes:** Additional notes like Alteristic Detector Provider and Deep Fashion model are used to optimize the final image output.

Q & A

  • What is the purpose of using the latest version of the IP adapter in ComfyUI?

    -The latest version of the IP adapter in ComfyUI is used to easily swap outfits on a person using just two images: one of the outfit and one of the person to be dressed up.

  • What are the two images required to use the IP adapter for clothing swapping?

    -You need two images: one showing the outfit you want to use and the other showing the person whose clothing you want to change.

  • What is the role of the face detailer note in the process?

    -The face detailer note is used to smooth out any small imperfections that might appear after the clothing swap.

  • What should you do if you encounter missing notes when importing the workflow?

    -If you encounter missing notes, go to the ComfyUI manager, update ComfyUI to the latest version, and then install the missing notes which include the ComfyUI Impact Pack, Configure IP Adapter Plus, and the Segment Anything Notes.

  • How do you ensure the dress is correctly identified and masked out in the workflow?

    -You use a grounding semantic segmentation note, connect it to an S Model Loader, and specify 'dress' in the prompt area for specificity.

  • What is the function of the 'feather' note in the process?

    -The 'feather' note is used to blend the edges of the mask more naturally.

  • What is the importance of installing the right models for the IP adapter?

    -Installing the correct models for the IP adapter is crucial as they determine the functionality and effectiveness of the outfit swapping process.

  • How can you fine-tune the control with the IP adapter?

    -You can fine-tune the control with the IP adapter by using specific prompts to describe the outfit and adjusting the weight types for style transfer.

  • What is the purpose of the face detailer note when enhancing clothing details?

    -The face detailer note, typically used for refining facial details, can also be used to enhance clothing details, adding depth and making patterns more vibrant and realistic.

  • How do you address issues with three-dimensionality in the generated image?

    -You can adjust the weight types in the IP adapter note and experiment with different settings to improve the three-dimensionality of the outfit in the image.

  • What is the role of the 'alteristic detector provider' note in the process?

    -The 'alteristic detector provider' note is used to pinpoint the address area in the image, which helps in enhancing specific parts of the outfit.

  • How can you optimize the look of the generated image?

    -You can optimize the look by installing additional models like Deep Fashion, using the face detailer note for enhancements, and experimenting with different prompts and encoders.



😀 Dressing Up a Portrait with IP Adapter in Confy UI

The video begins with the host introducing a tutorial on how to change a person's outfit in a portrait using the latest version of the IP adapter in Confy UI. The process is straightforward and requires two images: one of a desired outfit and one of the person to be dressed. The host guides viewers through the steps of running the images through Confy UI, which uses a face detailer note to smooth out minor issues. A workflow is provided for download, and viewers are instructed on how to handle missing notes and update Confy to the latest version. The video continues with a step-by-step guide on building the workflow, starting with loading a portrait image and creating a mask for the outfit using semantic segmentation and other notes. The host emphasizes the importance of having the correct models installed and provides instructions for installing and using them.


🖌️ Modifying the Outfit with IP Adapter Unified Loader

The second paragraph of the video script details the process of importing an outfit image and utilizing the IP adapter unified loader to modify the outfit in the portrait. The host explains the need to connect the loader to a checkpoint and guides viewers on how to import and connect a checkpoint loader and an SDXL model. Attention is given to directing the IP adapter to focus using a mask input. The clip Vision loader is introduced, and the host demonstrates how to connect it for further customization. The video continues with instructions on setting up key samplers, text encoders, and a V encoder to refine the image. The host shows how to generate an image to assess the denoising impact and suggests tweaking the IP adapter settings for better results. The host also discusses the use of different weight types for varied outcomes and encourages experimentation with samplers and schedulers.


🎨 Enhancing Outfit Details with Face Detailer and Deep Fashion

In the final paragraph, the host focuses on enhancing the details of the outfit using the face detailer note, which is traditionally used for refining facial details but can also be employed to improve clothing details. The face detailer is connected to the V decoder and load checkpoint, and the host suggests using specific prompts for different looks. An alteristic detector provider is introduced to pinpoint the address area, and the host guides viewers on how to connect it and select the appropriate model. The video concludes with a demonstration of generating an enhanced image and comparing it with the original to showcase the improved depth and realism in the floral patterns, thanks to the face detailer. The host encourages viewers to follow along with the step-by-step guide and offers assistance for further clarification.




ComfyUI is a user interface or software platform mentioned in the title, which is likely used for image editing or manipulation tasks. In the context of the video, it is used to demonstrate how to swap outfits on a person's image, indicating it has features for advanced image processing.

💡IP-Adapter V2

IP-Adapter V2 refers to an updated version of a tool or software component used within ComfyUI for image manipulation. It plays a crucial role in the process of outfit swapping as described in the video, suggesting it has improved capabilities or features over its previous version.


FaceDetailer is a specific tool or feature within the ComfyUI platform used for refining facial details in images. Interestingly, the video mentions it can also enhance clothing details, which is a creative use of a tool typically associated with facial features.


DeepFashion is mentioned as a model to be installed in the ComfyUI platform. It is likely a machine learning model or an AI tool designed to understand and process fashion-related images, enhancing the details of clothing in the editing process.

💡Semantic Segmentation

Semantic Segmentation is a technique in computer vision that involves identifying and delineating different objects within an image. In the video, it is used to create a mask for the outfit, which is a critical step in the outfit swapping process.


In the context of image editing, a mask is a tool used to isolate specific parts of an image for manipulation. The video describes creating a mask for the outfit using semantic segmentation, which is then used to apply a new outfit to the person in the image.

💡Feather Mask

A Feather Mask is a technique used to soften the edges of a mask, creating a more natural transition between the masked and unmasked areas. The video mentions using a Feather Mask note to blend the mask edges for a smoother final image.

💡Unified Loader

Unified Loader is a term that suggests a tool or component that streamlines the loading of assets, such as images or models, into the ComfyUI platform. It is used in conjunction with the IP-Adapter for seamless integration of outfit images.

💡Attention Mask

An Attention Mask is a tool used to direct the focus of an AI or image processing algorithm to specific areas of an image. In the video, it is connected to the IP-Adapter to ensure that the algorithm focuses on the correct parts of the image when swapping outfits.


In the context of machine learning and AI, a Checkpoint refers to a saved state of a model, which can be loaded to continue training or to use for inference. The video describes importing a checkpoint for use with the IP-Adapter, which helps guide the outfit swapping process.


3Dimensionality refers to the perception of depth and space in a two-dimensional image. The video discusses adjusting the weight types in the IP-Adapter to add more 3Dimensionality to the outfit, making it appear more realistic and fitted to the person in the image.


ComfyUI Clothing Swapping tutorial using the latest IP-Adapter V2 and FaceDetailer (DeepFashion).

Two images required: one of the outfit and one of the person to be dressed up.

Face Detailer note used to smooth out small imperfections in the swapped outfit.

Workflow link provided in the description for download and import into ComfyUI.

Instructions on updating ComfyUI and installing missing notes.

Importing and setting up the portrait image and outfit mask using grounding and segmentation notes.

Feather mask note used for smoother mask edges.

Conversion of the mask to an image for visual inspection.

Building the IP adapter module for outfit swapping with specific model installation.

Importing outfit image and setting up IP adapter unified loader with preset.

Connecting attention mask port for precise focus on the dress area.

Using CLIP Vision loader and model for image processing.

Key sampler setup for positive and negative inputs and specifying parts of the image for noise.

V encoder for imp painting to denoise the dress area.

Fine-tuning control with specific prompts in the IP adapter for outfit description.

Adjusting weight types in the IP adapter for better 3D effect and pattern reproduction.

Installing Deep Fashion model in config manager for enhanced clothing details.

Using Face Detailer note to enhance clothing details beyond facial refinement.

Alteristic detector provider for pinpointing the address area in the image.

Final output comparison showing enhanced depth and more vibrant patterns on the dress thanks to Face Detailer.