Photo to Blueprint to Model

The 'Photo to Blueprint to Model' workflow is an innovative approach to architectural visualization, transforming real building photos into detailed blueprints and then into physical scale models. This workflow leverages the power of ComfyUI to streamline the process from image to miniature model, making it an invaluable tool for architects and designers. The workflow begins with the LoadImage node, which imports the original photo of the building. This image is then processed through the GeminiImage2Node, a specialized node that converts the photo into a detailed architectural blueprint. This blueprint is further refined using the BatchImagesNode, which prepares multiple blueprint images for the next stage of model generation. Finally, the SaveImage node is used to store the resulting blueprints and models, making them ready for further use or presentation.

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.

api_from_photo_2_miniature.json
Fetching workflow JSON…

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 "Photo to Blueprint to Model" (TypeScript)
import { Comfy } from "@comfyorg/sdk";

const client = new Comfy({ apiKey: "comfyui-..." });

// This workflow, exported in API format (see note below)
const wf = await client.workflows.fromFile("api_from_photo_2_miniature_api.json");

const asset = client.assets.fromFile("input.png");
wf.setInput("11", "image", asset); // LoadImage

const job = await client.run(wf);
await job.getOutputs("30")[0].toFile("output.png"); // SaveImage

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

Frequently Asked Questions

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