This ComfyUI workflow uses IP-Adapter for style transfer, taking a reference image's artistic style and applying it to a target photo while maintaining the original composition, facial features, and key details.
TL;DR — Key Takeaways
- Artistic Style Transfer Pipeline with ComfyUI — Intermediate level
- Tool: ComfyUI
- 5 steps with detailed instructions
- Prerequisites: ComfyUI, IP-Adapter models, ControlNet models, GPU with 6GB+ VRAM
Use Case
Marketing teams creating branded visual content, artists experimenting with styles, social media managers producing unique graphics.
Prerequisites
ComfyUI, IP-Adapter models, ControlNet models, GPU with 6GB+ VRAM
Workflow Diagram
Artistic Style Transfer Pipeline with ComfyUI
Step-by-Step Guide
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Load Style Reference
Add a Load Image node for your style reference image (e.g., a Van Gogh painting, a specific art style, or a brand visual). This image defines the artistic direction.
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Load Target Image
Add a second Load Image node for the photo you want to stylize. Ensure the image is at least 512x512 for best quality results.
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IP-Adapter Style Transfer
Connect both images to an IP-Adapter node. Set the weight to 0.6-0.8 for strong style transfer without losing too much original detail. Use the 'style' model variant for best artistic results.
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ControlNet Composition Lock
Add a ControlNet (Canny or Depth) node connected to the target image. Set weight to 0.4-0.6. This preserves the original composition and prevents the style transfer from distorting the image structure.
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VAE Decode and Output
Connect to VAE Decode node and Save Image node. Compare results with different IP-Adapter weights. For batch processing, use the Image Batch node with multiple style references.
Tags
This workflow answers:
- How to set up artistic style transfer pipeline with comfyui
- What tools and access you need
- How to troubleshoot common issues