Style Transfer - Recraft Text-to-Image

Upload 1-5 style references and create a style ID to generate consistent, on brand images.

About

This ComfyUI workflow is designed to facilitate style transfer in text-to-image generation using the Recraft model. By uploading 1-5 style reference images, users can create a unique style ID, which is then used to generate images that maintain a consistent aesthetic. The workflow leverages several key nodes, including LoadImage for importing style references, RecraftCreateStyleNode for generating the style ID, and RecraftTextToImageNode for the final image generation. This setup is particularly useful for creators looking to produce on-brand visual content efficiently.

What you provide

Reading the workflow

Runs in ComfyUI. This workflow can't run on this page. Open it in Comfy Cloud with everything loaded, or download it for your own ComfyUI.

Try in Cloud

Output

Example

Sample output

Use this workflow from code

Generated from the workflow graph and inputs when possible; stored examples are shown otherwise. Review credentials and endpoints before running code, which may incur charges.

Get API key

What you need

Runs on: Comfy Cloud
Key: COMFY_API_KEY

Needs a paid Cloud plan and credits.

Download API JSON

# Python 3.10+: pip install comfy-sdk==0.4.0
import os

from comfy_sdk import Comfy

api_key = os.environ.get("COMFY_API_KEY", "").strip()
if not api_key: raise RuntimeError("Set COMFY_API_KEY")
os.environ.setdefault("COMFY_BASE_URL", "https://cloud.comfy.org")
client = Comfy(api_key=api_key)
workflow = client.workflows.from_json({
    "1": {
        "class_type": "LoadImage",
        "inputs": {
            "image": "input_style_1.png"
        },
        "_meta": {
            "title": "Load Style Image 1"
        }
    },
    "6": {
        "class_type": "RecraftCreateStyleNode",
        "inputs": {
            "images.image0": [
                "1",
                0
            ],
            "images.image1": [
                "23",
                0
            ],
            "images.image2": [
                "24",
                0
            ],
            "images.image3": [
                "25",
                0
            ],
            "images.image4": [
                "26",
                0
            ],
            "style": "realistic_image"
        },
        "_meta": {
            "title": "Recraft Create Style"
        }
    },
    "7": {
        "class_type": "RecraftStyleV3InfiniteStyleLibrary",
        "inputs": {
            "style_id": [
                "6",
                0
            ]
        },
        "_meta": {
            "title": "Recraft - Infinite Style Library"
        }
    },
    "8": {
        "class_type": "PreviewAny",
        "inputs": {
            "source": [
                "6",
                0
            ]
        },
        "_meta": {
            "title": "Preview Recraft Style ID"
        }
    },
    "23": {
        "class_type": "LoadImage",
        "inputs": {
            "image": "input_style_2.png"
        },
        "_meta": {
            "title": "Load Style Image 2"
        }
    },
    "24": {
        "class_type": "LoadImage",
        "inputs": {
            "image": "input_style_3.png"
        },
        "_meta": {
            "title": "Load Style Image 3"
        }
    },
    "25": {
        "class_type": "LoadImage",
        "inputs": {
            "image": "input_style_4.png"
        },
        "_meta": {
            "title": "Load Style Image 4"
        }
    },
    "26": {
        "class_type": "LoadImage",
        "inputs": {
            "image": "input_style_5.png"
        },
        "_meta": {
            "title": "Load Style Image 5"
        }
    },
    "37": {
        "class_type": "SaveImage",
        "inputs": {
            "filename_prefix": "ComfyUI-t2i_style_transfer",
            "images": [
                "45",
                0
            ]
        },
        "_meta": {
            "title": "Save Image"
        }
    },
    "41": {
        "class_type": "RecraftStyleV3InfiniteStyleLibrary",
        "inputs": {
            "style_id": "COPY PASTE STYLE ID HERE AND CONNECT"
        },
        "_meta": {
            "title": "Recraft - Infinite Style Library (Manual)"
        }
    },
    "45": {
        "class_type": "RecraftTextToImageNode",
        "inputs": {
            "n": 1,
            "negative_prompt": "",
            "prompt": "extreme wide shot of an grand colosseum, dynamic angled composition",
            "recraft_style": [
                "7",
                0
            ],
            "seed": 0,
            "size": "1024x1024"
        },
        "_meta": {
            "title": "Recraft V3 Text to Image"
        }
    }
})

# run() also passes api_key to the partner nodes in this workflow.
job = client.run(workflow, api_key=api_key)

API documentation

Style Transfer - Recraft Text-to-Image

About

What you provide

Inside the workflow

Requires custom nodes

Use this workflow from code

What you need

Questions & answers

About

What you provide

Inside the workflow

Requires custom nodes

Use this workflow from code

What you need

Questions & answers

Can I use fewer than 5 style images?

How do I ensure the style ID remains consistent across projects?

What if I want to change the style later?

Is it possible to preview the generated style before finalizing?