ComfyUI FLUX IMAGE TO IMAGE COMPOSITE FLORENCE 2 WORKFLOW #comfyui #flux #img2img #florence2
People & Blogs
Introduction
#comfyui #flux #img2img #florence2
In this article, we will explore a workflow for image-to-image compositions using ComfyUI’s FLUX model, which allows for commercial usage of the images created. This mostly automated workflow involves uploading two images—one to represent the figure or object and the other for the background. The automatic connection of these images serves as a reference for the final image, creating compelling combinations that can even include text elements.
A Glimpse into the New ComfyUI Interface
Many users have inquired about the new ComfyUI interface. If you notice a difference in Comfy's look, simply click on the manager to update Comfy UI, then restart to access the new menu. To revert to the old menu, navigate to the settings below and disable the new interface. Personally, I find the new interface more convenient and functional—it provides a comprehensive list of nodes along with previews. This feature is particularly useful as it simplifies searching for specific nodes among similarly named ones.
The Workflow Process
This workflow begins with a group of nodes that establishes the general concept for the desired outcome by loading a background image alongside a character or object image. The workflow automatically adjusts the sizes of these images to avoid errors, ensuring that we do not face issues caused by mismatched dimensions.
Image Setup
The process begins by extracting the size from the background image and utilizing it as the basis for resizing the character image. A mismatch in sizes would lead to an error message, which is avoided by adjusting the dimensions so they match before proceeding.
Once the initial images are prepared, you can adjust the figure's placement within the image. After setting the X and Y coordinates, you can proceed to refine the image using the FLUX model.
Creating Detailed Captions
For enhancing the prompt, we utilize a feature that allows for Text Find and Replace. This process helps replace initial descriptive words with chosen terms, which can refine the output further—especially useful if the default output description starts with unwanted descriptors.
Processing the Images
The combined image and caption are then sent through a series of processing steps, including transformation using latent space before being passed onto a sampler along with FLUX guides. The seed value is set, and denoising levels are adjusted to control the image quality.
Upon running the model, the results will reveal how well the initial images blend and the extent of detail added through denoising settings. Lower levels produce subtle changes to preserve the original feel, while adjustments to the Max shift and Base shift generate more pronounced differences.
Experimenting with Parameters
Playing around with parameters significantly alters the final composition. Different settings for Max shift and Base shift can yield stunning results, transforming how the character integrates with the environment and background, even effectively framing elements like hair and hands.
Results and Closing Thoughts
As I put this workflow through its paces, the ability to seamlessly blend elements proves to be incredibly satisfying. The automatic nature of these adjustments allows for captivating iterations on images, often producing artwork that feels painted rather than merely stitched together.
For our different examples, using various pairs of images—whether sourced from stock sites or AI-generated—demonstrates the versatility of this workflow. With careful adjustments and creativity, it is easy to achieve visually stunning results that maintain their original context while delving into illustrative styles.
In conclusion, this FLUX image-to-image composite workflow, optimized for commercial use, is an exciting tool for those interested in creative image manipulation. The complete workflow is available in the description of this article.
Feel free to explore, ask questions, and share your experiences—most importantly, have fun!
Keywords
- ComfyUI
- FLUX
- Image-to-Image
- Florence 2
- Workflow
- Commercial Use
- Parameters
- Denoise
- Illustration
FAQ
1. What is ComfyUI?
ComfyUI is a user interface designed for working with various models, including image processing workflows like FLUX.
2. How can I make commercial use of images created in this workflow?
The FLUX model incorporated within this workflow permits commercial usage of the images generated from it.
3. What types of images do I need for this workflow?
You need two images: one for the figure or object and another for the background.
4. Can I adjust the parameters in the FLUX workflow?
Yes, you can experiment with parameters such as Max shift, Base shift, and denoise to affect the outcome.
5. Is the new interface of ComfyUI easier to use?
Many users find the new interface more convenient due to its improved accessibility and workflow management features.
6. Where can I find the complete workflow details?
The full workflow can be found in the description of this article.
