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Load content -> Load style -> Load models -> Prep -> Diffuse -> Save -> Optional upscale
Runtime profile
Source description
Workflow overview:
Load content -> Load style -> Load models -> Prep -> Diffuse -> Save -> Optional upscale
Load the source image you want to restyle at the top, then load the style references in the lower two image nodes. Then you're good to go. Maybe you'll want to tweak the text prompt and batch size to suit your use case.
issue:
The USO process can do significant changes to change the style and it often also takes some liberty with the composition, changing the zoom, removing items, moving arms, etc. I found about one in nine of the generations is a good match to the source image while the rest will have various
You can add a prompt to improve the chances the pose is right. For example without prompt lots of distorted poses and limbs, only one or two are good:
AI-generated commentary
AI-generated explanation based on source and configuration details. Suggestions are clearly labeled.
Style-Shift_FLUX1-uso- I2I — v1.0 is for restyling a source image with one or two style-reference images; it creates saved images and can use a text prompt, batch-size setting, and optional 2× upscale-and-resample step.
Load the source image, style references, and models, then prepare, diffuse, save, and optionally upscale the result.
Place the source image in the top image node and the style references in the lower two image nodes; adjust the text prompt and batch size as needed.
Suggestion · not verified
The workflow saves generated images; its optional final group upscales an image 2×, adds noise, and resamples it.
It is listed as a Workflows item, version v1.0, with base model Flux.1 D.
No license information is listed for this workflow.
Listed node packs are comfyui_fill-nodes (2.2.3), comfyui-easy-use (1.3.5), comfyui-image-compare (2.0.4), and comfyui-kjnodes (1.2.4).
Listed model files include flux1-dev-fp8.safetensors, FLUX1/ae.safetensors, FLUX1/clip_l.safetensors, and FLUX1/t5xxl_fp16.safetensors.
Additional listed model files are RealESRGAN_x2plus.pth, sigclip_vision_patch14_384.safetensors, uso-flux1-dit-lora-v1.safetensors, and uso-flux1-projector-v1.safetensors.
For the recommended two-style-image setup, keep both style-image loads; with one style image, bypass the second image load and USO node.
Suggestion · not verified
Use a text prompt to improve the chances of a correct pose, and adjust batch size for your use case.
Suggestion · not verified
For refinement, enable the last group, use choose mode to filter out dud generations, and lower denoise if resampling changes more than you want.
Suggestion · not verified
Restyling can change composition, zoom, item presence, or limb positions; the description reports about one in nine generations as a good match to the source image.
Before use, verify that uso-flux1-dit-lora-v1.safetensors and uso-flux1-projector-v1.safetensors are available.
Suggestion · not verified
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Sources
1 sourceSource excerpts
2 excerptsSource context: 180 downloads · Type Workflows · Base model Flux.1 D
Simple prompt, still some deformities, but much better odds, more like 4 or 5 good ones:
I recommend two style images but you could bypass the second image load and uso node if you just want to use one.
Bonus upscale and refine step
The resample tends to refine details and can fix small problems if your lucky (odd fingers, transitions, etc). Enable the last group to upscale the image x2, add in a bit of noise, and then resample. Optional choose mode allows you to filter out the dud generations. You might want to play with the denoise, and reduce it if the resample is changing more than you want. Bump it up if you like what it's doing but too high and you're just starting from scratch. If ram runs out try making the resample sampler slice the image 2/2, slower but usually works.
Runtime: approx 15min on a 4060 Ti (16g) to generate a batch of 9
Remaining hardware or download-size estimates are not available yet.
Requirements
Checkpoint · 16.1 GB · SAFETENSORS · Hugging Face · Comfy-Org/flux1-dev
VAE · Civitai · 1223425
Source context: 163 downloads · Type Workflows · Base model Flux.1 D
Text encoder · 235 MB · SAFETENSORS · Hugging Face · diamkan/comfyui_oldmodel
Text encoder · 9.12 GB · SAFETENSORS · Hugging Face · xiaofennuonuo/comfyui
Upscaler · Hugging Face · deAPI-ai/realesrgan-x2 · Realesrgan X2
Vision model · 817 MB · SAFETENSORS · Hugging Face · Comfy-Org/sigclip_vision_384
LoRA · 456 MB · Hugging Face · Comfy-Org/USO_1.0_Repackaged
Checkpoint · 20.5 MB · Hugging Face · Comfy-Org/USO_1.0_Repackaged
comfyui_fill-nodes
FoundNode pack · Registry
comfyui-easy-use
FoundNode pack · Registry
Node pack · Registry
Node pack · Registry
