用 ComfyUI 做艺术风格迁移

将参考图的艺术风格应用到目标照片，保留构图和关键细节。

Marketing teams creating branded visual content, artists experimenting with styles, social media managers producing unique graphics.

ComfyUI, IP-Adapter models, ControlNet models, GPU with 6GB+ VRAM

工作流图

Load Style Reference

Load Target Image

IP-Adapter Style Transfer

ControlNet Composition Lock

VAE Decode and Output

1
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.
2
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.
3
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.
4
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.
5
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.