Runfra icon

Runfra

Generate batch images via Runfra (SDXL, FLUX Schnell, RunFra Pro). Submit a prompt or list of prompts and receive image URLs.

Actions3

Generate Product Scene (From Reference Image)

AI-generated

Summary

Generate a single restyled product scene image by providing a public reference image URL and a descriptive prompt for the desired styling and surroundings, using image-to-image transformation with Stable Diffusion XL.

Inputs

  • Reference Image URL (required) — Public HTTPS URL of the reference product image (PNG, JPEG, or WebP; ≤10 MB; longest side ≤1024 px; redirects allowed up to 3; private and reserved IPs refused).
  • Scene Prompt (required) — Text prompt describing how to restyle the reference image, specifying style and surroundings (1-2000 characters). The reference image defines composition; prompt directs style.
  • Output Width — Output image width in pixels, between 384 and 768 and multiple of 64; the reference image is cover-cropped to this size using the chosen crop anchor.
  • Output Height — Output image height in pixels, between 384 and 768 and multiple of 64; width × height must not exceed 768×768.
  • Additional Options — Optional settings: Crop Anchor (position for cover-cropping when aspect ratios differ, default 'center'), Strength (denoising strength, 0.4 to 0.9, default 0.6; lower keeps more of reference image visible, higher re-imagines more), Notify On Complete (email notification flag), Polling Timeout (seconds to wait for generation completion), Quality Mode (strictness of quality filtering).

Output shape

a JSON object summarizing the generation job status including job ID, processing status (such as 'running', 'succeeded', or 'failed'), and URLs of the generated image if completed.

The node uploads the reference image URL to Runfra, triggers a stable diffusion img2img job locked to SDXL model, then polls for completion up to the specified timeout; on timeout it returns job info with status 'running' to enable continued polling. On failure, an error message is included. Only one image is generated per invocation (batch size of 1). Output image URLs are included in 'bestResultUrl' (top pick) and 'resultUrls' (all).

Examples

Example 1: Restyle a product image to appear on a marble countertop in a Mediterranean kitchen at golden hour lighting.

Provide the public reference image URL, input a descriptive scene prompt as above, set desired output size (default 512x512), optionally adjust crop anchor and strength for style influence.

Links

Discussion