This ComfyUI workflow, titled '1.2 Starter - Image to Video', is designed to transform a series of images into a cohesive video using the Wan2.2 and Wan models. It leverages the ComfyUI essentials custom nodes to streamline the process. The workflow begins by loading images through the LoadImage nodes, which are then processed to generate a video. A key feature of this workflow is its simplicity and efficiency, making it accessible for users who are new to video generation from images. The technical backbone of this workflow involves connecting nodes like Create Video and Save Video, allowing users to control the frame rate and output format effectively.
What makes this workflow particularly useful is its integration with the Wan2.2 model, which enhances the video generation process by ensuring high-quality outputs. The workflow also includes a MarkdownNote node to provide in-line documentation and guidance, making it easier for users to understand each step. By setting the frames per second (fps) to 16, users can achieve a smooth transition between images, resulting in a professional-looking video. This workflow is ideal for creators looking to quickly convert image sequences into videos without extensive technical knowledge.
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/52a2be6f1c65.jsonFetching 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 this workflow (Python)
from comfy_sdk import Comfy
client = Comfy(api_key="comfyui-...")
wf = client.workflows.from_file("workflow_api.json")
job = client.run(wf)
for output in job.get_outputs("<output-node-id>"):
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
