Wan2.6: Image to Video

This ComfyUI workflow, titled 'Wan2.6: Image to Video,' is designed to transform static images into high-quality videos. It leverages the Wan2.6 model, known for its ability to enhance image quality and generate smooth motion, to produce videos with a resolution of up to 1080P. The workflow begins with the 'LoadImage' node, which imports the image you wish to convert. This image is then processed by the 'WanImageToVideoApi' node, which applies sophisticated algorithms to ensure natural movement and enhanced visual fidelity. Finally, the 'SaveVideo' node saves the output as a video file, ready for professional use.

Technically, this workflow excels due to the integration of the Wan2.6 model, which is specifically tuned for video generation from images. It uses advanced interpolation techniques to create fluid motion between frames, ensuring that the resulting video is not only high in quality but also visually coherent. The workflow is particularly useful for content creators and professionals who need to convert images into engaging video content quickly and efficiently, without compromising on quality.

API

Use this workflow from code

Every Comfy workflow is a JSON graph. The payload below is this workflow, exactly as ComfyUI runs it — fetch it from the URL, keep it in version control, or load it in ComfyUI and run it node by node.

GET https://comfy.org/workflows/download/a084de008c94.json
Fetching workflow JSON…

Run it from Python or TypeScript with the Comfy SDK. The same code targets Comfy Cloud or a ComfyUI you host yourself — only the base URL changes.

# Install (beta)
pip install comfy-sdk        # Python
npm i @comfyorg/sdk          # TypeScript

# Run "Wan2.6: Image to Video" (Python)
from comfy_sdk import Comfy

client = Comfy(api_key="comfyui-...")

# This workflow, exported in API format (see note below)
wf = client.workflows.from_file("api_wan2_6_i2v_api.json")

asset = client.assets.from_file("input.png")
wf.set_input("42", "image", asset)  # LoadImage

job = client.run(wf)
for output in job.get_outputs("43"):  # SaveVideo
    output.to_file(output.name)

The SDK takes a workflow in API format: open this workflow in ComfyUI and use File → Export Workflow (API). API access requires a Comfy Cloud plan with an API key. SDK docs · Get an API key

FAQ

Frequently Asked Questions

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