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[Flux/SDXL] Easy Sketch to Realistic

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Description

Have you ever sketched out ideas for your dream room but struggled to visualize it realistically? This ComfyUI workflow is here to help!

This workflow will assist you in converting simple interior sketches into realistic room images with ease. You don't need professional design skills; just a little creativity, and this workflow will handle the rest.

Key benefits of this workflow:

  • Switch Between Two AI Models: You can experiment between Flux and SDXL (along with Lora 8 Steps) with the click of a button. The workflow automatically adjusts parameters to suit each model.
  • Automated Prompting: The workflow can automatically convert sketch images into descriptive text.
  • 20 Built-in Interior Styles: Choose from 20 pre-defined interior design styles! Simply toggle the switch for your desired style, and the workflow, powered by a Large Language Model (LLM), will automatically generate a description of the room in that style.  Each style also comes with a brief explanation for those unfamiliar with them.
  • Similarity Control: You can control the level of similarity between the result and the original drawing.
  • Multiple Resolution Options: The workflow provides commonly used resolutions.

This workflow will be helpful for:

  • Those who want to easily visualize their interior design ideas.
  • Creative enthusiasts who want to experiment with AI technology.
  • Interior designers looking for a tool to aid in the brainstorming process.

Try out this ComfyUI workflow and turn your sketches into images of the room you desire!

Workflow need:

-  Install Olama:  https://ollama.com/

- Download LLM Model:   https://ollama.com/library/qwen:14b

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  • - latest (a year ago)

  • - v20241222-090728

Primitive Nodes (83)

Any Switch (rgthree) (12)

Anything Everywhere (1)

Anything Everywhere3 (1)

Anything Everywhere? (6)

Bookmark (rgthree) (1)

DF_Text (21)

Fast Bypasser (rgthree) (4)

FluxGuidance (1)

GetNode (8)

Label (rgthree) (7)

Miaoshouai_Tagger (1)

Mute / Bypass Repeater (rgthree) (2)

Node Collector (rgthree) (4)

Note (1)

SetNode (7)

SetUnionControlNetType (1)

SimpleMathInt+ (5)

Custom Nodes (41)

Comfyroll Studio

  • - CR Text Concatenate (1)

  • - CR Simple Image Compare (1)

ComfyUI

  • - LoraLoader (1)

  • - LoraLoaderModelOnly (1)

  • - DualCLIPLoader (2)

  • - ControlNetLoader (2)

  • - CLIPTextEncode (2)

  • - VAELoader (1)

  • - UNETLoader (1)

  • - CheckpointLoaderSimple (1)

  • - ImageInvert (1)

  • - VAEDecode (1)

  • - EmptyLatentImage (1)

  • - LoadImage (1)

  • - ImageToMask (1)

  • - SaveImage (1)

  • - PreviewImage (1)

  • - KSampler (1)

  • - GetImageSize+ (1)

  • - MaskPreview+ (1)

  • - LayerMask: MaskGrow (1)

  • - OllamaVision (1)

  • - ACN_AdvancedControlNetApply (1)

  • - EG_RY_HT (1)

  • - Float (2)

  • - concat (1)

  • - ConstrainImage|pysssss (1)

  • - StringFunction|pysssss (2)

  • - ShowText|pysssss (2)

  • - Scheduler Selector (2)

  • - Sampler Selector (2)

  • - SDXLPromptStyler (1)

Checkpoints (1)

SDXL\Realistic\juggernautXL_juggXIByRundiffusion.safetensors

LoRAs (2)

Flux\flux_turbo_v1_1.safetensors

sdxl_lightning_8step_lora.safetensors