This is a custom workflow I’ve been working on. It allows you to make unlimited new Img2Img outcome. By taking a image and creating a prompt from that image and use it to create new images.
The lady in the red dress and the medieval town were blinded together for the prompt. Then the lady in the red dress was used as the "ControlNet Preprocessor VAE" image to create these images.
This is the Fast Group Bypasser order:
1. Img2Text Prompt Nodes: This is the main set of Node that with create the Img2Text prompts, It has multiple places to add, modify or change text within the prompt. Giving unlimited outcomes.
2. Standard Text2Img Nodes: This is just a regular Text2Img layout with the "Prompt Stash Saver" added and Upscale w/Mode
3. Models (Don't Bypass): Allow to you have multiple models selected or have custom CLIP or VAE with ControlNet selector. It seems to work with SDXL, SD 1.5 and FLUX for me. Do not bypass this group or you will have to reload the models if you use Img2Text or Upscale.
4. Img2Img With Img2Text Prompts Nodes: This allows you to use the "Prompt Stash Saver" to load the saved prompts while using the "ControlNet Preprocessor VAE" and "ControlNetInpaintingAliMamaApply" to create top tier Img2Img creations. Giving you complete control over the process of how much or how little you want to be changed. (The masking part is not the best masking workflow. But you can use it if you want)
5. Upscaling Img2Img: this is simple Upscale layout. Works well for me personally.
You will need these download these Nodes and programs to run this workflow for how it is currently setup. The Comfyui Custom Node Manger Namw, Github and HuggingFace links will be listed below.
rgthree-comfy (Custom Node Manger)
or
https://github.com/rgthree/rgthree-comfy
ComfyUI-Easy-Use (Custom Node Manger)
or
https://github.com/yolain/ComfyUI-Easy-Use
ComfyUI_Comfyroll_CustomNodes (Custom Node Manger)
or
https://github.com/Suzie1/ComfyUI_Comfyroll_CustomNodes
comfyui-art-venture (Custom Node Manger)
or
https://github.com/sipherxyz/comfyui-art-venture
ComfyUI-iTools (Custom Node Manger)
or
https://github.com/MohammadAboulEla/ComfyUI-iTools
Prompt-Stash (Custom Node Manger)
or
https://github.com/phazei/ComfyUI-Prompt-Stash
ComfyUI-Florence2 (Custom Node Manger)
or
https://github.com/kijai/ComfyUI-Florence2
(Needed Downloads to run node)
https://huggingface.co/microsoft/Florence-2-base
https://huggingface.co/microsoft/Florence-2-base-ft
https://huggingface.co/microsoft/Florence-2-large
https://huggingface.co/microsoft/Florence-2-large-ft
https://huggingface.co/HuggingFaceM4/Florence-2-DocVQ
Have fun using this workflow