Flux Upscaling Generalist版本Regional Upscale/Detailer (ID: 1168399)

V1 - General Upscaler + reskin
The Upscale Generalist works for pretty much all image types. It uses a converted FP8 Version of the JasperAi Upscale Controlnet (for faster infernece) as conditioning combined with SDUltimate upscale. There are two different versions of the workflow. One is a general upscaler that works with every image style while V2 is optimized for upscaling faces, focusing on a more realistic skin texture. Jump with key 1,2,3 between each upscaling pass and control the strength via the silder. With key 1 u can bypass the groups. Pass 1 and Two are good for general upscaling, Pass 3 is made for retexturing skin - it uses @denrakeiw new skin LoRa for this process. All settings that I prefixed in this wf work pretty good for me but pls feel free to adjust it to your needs.

Big Shoutout to @denrakeiw for the nice jam session

You can find all files here
Base Model: https://civitai.com/models/647237?modelVersionId=724149
CNUP: https://civitai.com/models/1028044/flux-controlnet-upscale-fp8
Skin Lora: https://civitai.com/models/1018511/flux-skin-detailer-realistic-skin-dora
Upscaling Models: https://drive.google.com/drive/folders/11ZmP-Wp96dfcDMUZq0gu1m8kUYOS9tWU?usp=sharing

V2 - Regional Detailer/Upscale

With V2 of the Upscaling Generalist u are able to upcale more detail in precise areas. Use segfromer or sam2 for auto masking and define the region that should get a more attention. The Noiseblend passes blend a noise layer on top of the given mask, like a region specific nosie injection to get more regional depth and detail.

Jump with key 1,2,3 between each upscaling pass and control the strength via the silder. With key 1 u can bypass the groups. Pass 1 and Two are good for general upscaling, Pass 3 is made for retexturing skin - it uses denrakeiw new skin LoRa for this process.

For less hallucinations use low denoise values like 0.13-0.08 and the multiplysigma between 0.5-0.2. To achieve the best possible results you should work iterativ, always go a bit lower per pass. Here a quick example pass1denoise=0.13 pass2denoise=0.099

All settings that I prefixed in this wf work pretty good for me but pls feel free to adjust it to your needs.

Have fun and enjoy.

S/O to denrakeiw for the Idea, check his profile he is a amazing creator. https://civitai.com/user/denrakeiw

add this instead of the upscaling model:
CN-Inpaint FP8: https://civitai.com/images/45719781

Tipps for segfromere installation

First step Acticavte the wf, and create the segfromer folder in your comfy model directory, dont miss to use the right name for the folder as written in the error or follow the hf link for the right name.

Find all Model files here ->

https://huggingface.co/chflame163/ComfyUI_LayerStyle/tree/main/ComfyUI/models/segformer_b2_clothes

Then download all files and place them in the folder.

Refresh the wf and start a new run

描述:

UPSCALING GeneralistV2 - Regional Detailer/Upscale

With V2 of the Upscaling Generalist u are able to upcale more detail in precise areas. Use segfromer or sam2 for auto masking and define the region that should get a more attention. The Noiseblend passes blend a noise layer on top of the given mask, like a region specific nosie injection to get more regional depth and detail.

Jump with key 1,2,3 between each upscaling pass and control the strength via the silder. With key 1 u can bypass the groups. Pass 1 and Two are good for general upscaling, Pass 3 is made for retexturing skin - it uses denrakeiw new skin LoRa for this process.

For less hallucinations use low denoise values like 0.13-0.08 and the multiplysigma between 0.5-0.2. To achieve the best possible results you should work iterativ, always go a bit lower per pass. Here a quick example pass1denoise=0.13 pass2denoise=0.099

All settings that I prefixed in this wf work pretty good for me but pls feel free to adjust it to your needs.

Have fun and enjoy.

S/O to denrakeiw for the Idea, check his profile he is a amaying creator. https://civitai.com/user/denrakeiw

Find all model files here:
Base Model: https://civitai.com/models/647237?modelVersionId=724149
CN-Inpaint FP8: https://civitai.com/images/45719781
CNUP: https://civitai.com/models/1028044/flux-controlnet-upscale-fp8
Skin Lora: https://civitai.com/models/1018511/flux-skin-detailer-realistic-skin-dora
Upscaling Models: https://drive.google.com/drive/folders/11ZmP-Wp96dfcDMUZq0gu1m8kUYOS9tWU?usp=sharing

Tipps for segfromere installation

First step Acticavte the wf, and create the segfromer folder in your comfy model directory, dont miss to use the right name for the folder as written in the error or follow the hf link for the right name.

Find all Model files here ->

https://huggingface.co/chflame163/ComfyUI_LayerStyle/tree/main/ComfyUI/models/segformer_b2_clothes

Then download all files and place them in the folder.

Refresh the wf and start a new run

训练词语: