Comfyui- Change any image to any style.

Amadeus
10 Jun 202411:58

TLDRIn this tutorial, the creator introduces a versatile workflow for transforming any image into a desired style using SDXL Pro Styler and IP adapter. The video showcases how to use the Z sir model and various settings to generate unique images, such as surreal, steampunk, and cyberpunk styles. The creator also demonstrates the process of mixing styles using two reference images and encourages viewers to experiment with different settings for creative results. The workflow is available on Patreon and OpenArt.

Takeaways

  • 😀 The video introduces a workflow called 'Any Image into Any Style' that allows users to transform any image into a desired style.
  • 🔧 The workflow utilizes a combination of IP adapter and traditional plumbing techniques to achieve the desired style changes.
  • 🖼️ The process begins with downloading the 'Cany' model from Stone Mod, which is highly praised for its capabilities.
  • 🔄 The video creator has set up an IP adapter with a unified loader, model, style, and CLIP vision for seamless style transformation.
  • 🎨 The 'SDXL PR Styler' is highlighted as a powerful tool for changing image styles without the need for an IP adapter.
  • 🔄 A switch is available to toggle between using the IP adapter and using the 'pl Styler' alone for style changes.
  • 📸 The workflow allows for the use of single or multiple reference images to guide the style transformation process.
  • 🤖 The video demonstrates the creation of surrealistic, steampunk, and dystopian futuristic images using the workflow.
  • 🎭 The 'Z PL Styler' is shown to be effective in creating various artistic styles, such as cyberpunk and psychedelic.
  • 🔧 The IP adapter can be used to mix styles from two different images, creating a unique blend of styles.
  • 🛠️ The video mentions potential issues like memory leaks but continues to demonstrate the workflow's capabilities.
  • 🌐 The workflow will be shared on OpenArt and Patreon, encouraging viewers to follow and subscribe for updates.

Q & A

  • What is the main purpose of the workflow discussed in the video?

    -The main purpose of the workflow is to change any image into any desired style using either an IP adapter or traditional plumbing techniques.

  • What is the name of the model downloaded from Stone Mod models?

    -The name of the model downloaded from Stone Mod models is 'Cany'.

  • What are the two main components mentioned for changing the style of an image without an IP adapter?

    -The two main components mentioned are Dream Shaper XL and SDXL PR Styler.

  • What does the IP adapter consist of in this workflow?

    -The IP adapter in this workflow consists of a unified loader, the model, the style, and CLIP vision.

  • How does the switch in the workflow determine whether to use the IP adapter or not?

    -Pressing '2' on the switch indicates the use of the IP adapter, while pressing '1' indicates not using it.

  • What is the difference between using one image reference and two image references in the IP adapter?

    -Using one image reference focuses on a single style, while using two image references allows for a mix between the styles of the two images.

  • What is the result of using the SDXL PR Styler without any PR?

    -The result is a surrealistic type of image created by the SDXL PR Styler.

  • What type of image is created when trying 'steam punk' with the SDXL PR Styler?

    -A steam punkish type of woman is created, with a metaphysical or futuristic appearance.

  • What is the issue the creator encounters when using the IP adapter?

    -The creator encounters a memory leak issue, which causes high VRM and is not immediately clear why it is happening.

  • How does the workflow allow for the mixing of styles from multiple images?

    -The workflow allows for mixing styles by using the IP adapter to combine the styles of two or more images, creating a unique blend.

  • What is the final recommendation from the creator for those interested in the workflow?

    -The creator recommends liking, subscribing, following on Patreon, and checking out their workflow on OpenArt.

Outlines

00:00

🎨 Image Style Transformation Workflow

The speaker introduces a new workflow for transforming any image into any desired style, utilizing either an IP adapter or traditional plumbing techniques. They begin by demonstrating the creation of the workflow, starting with downloading the 'Cany' model from Zero and setting up the IP adapter and processing group. The setup includes a Dreamshaper XL and an SDXL PR Styler, which can change an image's style without the need for an IP adapter. The speaker explains the process of using the IP adapter with a unified loader, model, style, and clip vision, and how to switch between using the IP adapter and the PR Styler. They show examples of creating surrealistic, steampunk, and dystopian cyberpunk images using the workflow.

05:02

🖼️ Exploring Style Variations with Z PL Styler

This paragraph delves into the capabilities of the Z PL Styler, showcasing how it can generate various styles such as steampunk and cyberpunk. The speaker saves each created image and proceeds to experiment with different styles like psychedelic and forest themes. They mention the possibility of using the IP adapter to influence the style, but choose to stick with the base for the time being. The speaker also discusses potential issues with memory leaks during the process, but manages to resolve them and continues to demonstrate the creation of images with mixed styles, such as combining dark mood and graffiti elements.

10:16

🤖 Mixing Styles with IP Adapter and Concatenation

The final paragraph focuses on the advanced features of the workflow, particularly the IP adapter and the concatenation technique. The speaker explains how to use the IP adapter to mix styles from two different images, creating a unique blend of elements such as red eyes and dark moods. They also explore the 'concat' setting, which allows for a series-type calculation between multiple images. The speaker encourages experimentation with these settings and mentions the intention to share the workflow on open art platforms and Patreon. The video concludes with a call to action for likes, subscriptions, and follows.

Mindmap

Keywords

💡Comfyui

Comfyui appears to be the name of the software or tool being discussed in the video. It is a term that is likely to be a brand or a specific application used for image manipulation, allowing users to change an image into any style they desire. In the script, Comfyui is introduced as the main subject of the tutorial, indicating its importance in the video's theme.

💡Image Style

The term 'image style' refers to the visual appearance or aesthetic of an image. In the context of the video, 'style' is a key concept as the workflow demonstrated allows for transforming any image into a variety of styles, such as surrealistic, steampunk, or cyberpunk. The script mentions changing the style of an image using different techniques, emphasizing the flexibility of the Comfyui tool.

💡IP Adapter

An 'IP Adapter' in the script likely refers to a component or feature within the Comfyui software that enables the integration of different image processing models. It is mentioned as a tool to help change the style of an image, either using a single reference image or by mixing styles from two reference images. The video promises a future tutorial detailing its use, indicating its complexity and importance.

💡Pluming Technique

The 'pluming technique' seems to be a method or process used within the Comfyui software to alter an image's style without the need for an IP Adapter. The script suggests that this technique is a viable alternative for style transformation, offering users different options to achieve their desired outcome.

💡Dream Shaper XL

In the script, 'Dream Shaper XL' is mentioned as a component of the workflow. It is likely a feature or tool within Comfyui that plays a role in shaping or altering the image's style. The term is used to describe a part of the process where the style of the image can be changed, indicating its relevance to the video's main theme.

💡SDXL PR Styler

The 'SDXL PR Styler' is described as an amazing tool for changing the style of an image without the need for an IP Adapter. It is part of the Comfyui workflow and is used to demonstrate the software's capabilities in creating different styles, such as a steampunk woman or a cyberpunk image, directly relating to the video's main message.

💡Unified Loader

The 'Unified Loader' is a term used in the script that likely refers to a feature within the Comfyui software that loads different models or components necessary for the image processing workflow. It is part of the setup for using the IP Adapter and is integral to the process described in the video.

💡CLIP Vision

In the context of the video, 'CLIP Vision' could be a specific model or technology used within the Comfyui software for image processing. It is mentioned alongside the IP Adapter setup, suggesting that it plays a role in the style transformation process.

💡Style Image

A 'style image' is an image that provides the style or aesthetic that the user wants to apply to another image. In the script, it is mentioned in the context of using a get mode for the style image, which implies selecting or defining the style to be transferred to the target image.

💡Memory Leak

A 'memory leak' in the script refers to a technical issue where the software fails to release memory that is no longer in use, leading to high memory usage and potential performance problems. The video creator encounters this issue while using the Comfyui software, indicating a challenge they faced during the workflow.

💡Concatenation

In the script, 'concatenation' is used to describe a process where multiple images are combined or linked in a series for processing. It is mentioned as a setting in the Comfyui software that allows for the mixing of styles from more than two images, showcasing the software's advanced capabilities.

Highlights

Introduction of a new workflow called 'Any Image into Any Style'.

The ability to transform any image into any desired style using advanced techniques.

Utilization of the 'Canny' model from Stable Diffusion for creating surreal images.

Inclusion of an IP adapter for more advanced style transformation without the need for a separate model.

Demonstration of the 'Dream Shaper XL' and 'SDXL PR Styler' for style modification.

Explanation of how to switch between using an IP adapter and a standard styler.

Option to use a single reference image or mix styles from two images using the IP adapter.

Tutorial on creating a 'Steam Punk' style image with the 'SDXL PR Styler'.

Transformation of an image into a 'Cyber Punk Biomechanical' style.

Creation of a 'Game Cyber Punk' art style image.

Experimentation with a 'Psychedelic' style and the resulting 'Hipster Psychedelic' image.

Use of the IP adapter to create a unique style by mixing elements from two different images.

Addressing a memory leak issue during the IP adapter process and its resolution.

Combining the 'Strong Style Transfer' with the IP adapter for a distinct visual outcome.

Exploration of the 'Concat' setting for blending styles from multiple images in a series.

Invitation to like, subscribe, and follow for more content and updates on the workflow.