Image2LineArt-Sketch - SDXL
created 2 years ago
img2img
controlnet
ipadapter
upscale
lora
lcm
54 nodes
2.4k
423
Outputs

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