The Image to Video workflow utilizing the Wan2.2 14B model represents a significant leap forward in the realm of AI-driven video generation. This innovative approach allows users to transform static images into dynamic videos, leveraging the advanced capabilities of the Wan2.2 model. What sets this technique apart is its ability to maintain high fidelity and coherence in the generated video, preserving the essence and details of the original image while introducing realistic motion. The Wan2.2 model, a successor in the Wan series, is specifically designed to handle complex transformations with enhanced computational efficiency, making it possible to generate high-quality videos from images with unprecedented detail and fluidity.
This workflow is particularly notable for its use of the Wan2.2 Image to Video subgraph, a specialized node that encapsulates the sophisticated processes involved in the transformation. This subgraph is a distilled version of the comprehensive Wan2.2 workflow, optimized for performance and ease of use. Users benefit from a streamlined process that requires minimal input while delivering maximum output quality. The integration of this advanced model into the ComfyUI ecosystem not only simplifies the video generation process but also expands the creative possibilities for artists, filmmakers, and content creators looking to explore new dimensions of visual storytelling.
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.
Run it from TypeScript or Python with the Comfy SDK. The same code targets Comfy Cloud or a ComfyUI you host yourself — only the base URL changes.
// Install (beta)
npm i @comfyorg/sdk
// Run this workflow (TypeScript)
import { Comfy } from "@comfyorg/sdk";
const client = new Comfy({ apiKey: "comfyui-..." });
const wf = await client.workflows.fromFile("workflow_api.json");
const job = await client.run(wf);
await job.getOutputs("<output-node-id>")[0].toFile("output.png");The SDK takes a workflow in API format: open this workflow in ComfyUI and use File → Export Workflow (API).
Comfy Cloud API access requires a plan with an API key.
FAQ
