Image2LineArt-Sketch - SDXL
created 2 years ago
img2img
controlnet
ipadapter
upscale
lora
lcm
54 nodes

2.4k

423

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Outputs
example image output optimized_comfy_workflows_user_uploads/3860adc0-6e96-4fed-b5e3-ee0381dd0c27/assets/ComfyUI_00163_.webp for workflow.
Description
This workflow takes any image, resizes is to the appropriate SDXL resolution, automatically captions it and runs it through 2 Control-Nets and an IP Adapter to produce a Line-Art / Sketch reproduction of the image. I've mainly tried this with animals but should work for anything. Play around with the values for the Control-Nets and IP Adapter as well as using different Samplers, each gives a somewhat unique style to the type of Sketch or Line-Art SDXL-Turbo (Experimental) verison is available on my Patreon https://www.patreon.com/user/shop?u=18651445
Built-in nodes
Custom nodes
VAELoader
CLIPVisionLoader
ControlNetLoader
Text String
PrimitiveNode
IPAdapterModelLoader
BLIP Model Loader
LoadImage
Text Multiline
UpscaleModelLoader
CR LoRA Stack
CheckpointLoaderSimple
CM_NearestSDXLResolution
CR Apply LoRA Stack
ConstrainImage|pysssss
BLIP Analyze Image
ModelSamplingDiscrete
ReroutePrimitive|pysssss
ShowText|pysssss
Zoe-DepthMapPreprocessor
LineArtPreprocessor
Text Concatenate
PreviewImage
ImageInvert
SDXLPromptStylerAll
VAEEncode
ImageScale
CLIPTextEncodeSDXL
RepeatLatentBatch
ControlNetApplyAdvanced
KSamplerAdvanced
VAEDecode
SaveImage
UltimateSDUpscale
Models
0
0
2
0