Loop Forge

The phrasing that redraws the subject

From Qwen-Image 2.1, run locally

Frame from the The flattened input result
The flattened inputDownload JPG0.3 MB
Frame from the What came back result
What came backDownload PNG3.1 MB
Output
1088×1440 RGBA
Generated in
81.7 s
Difference from source
39.09 mean, 67.3% of pixels over 16/255
Steps
40, euler / simple, cfg 1.0
Seed
21
Ran on
RTX 3060, 12GB (local)

The prompt

Remove the background, and output an image with an alpha channel and a transparent background

Notes

Same image, same seed, same size, same 81 seconds. Asking for the background to be removed redrew the subject instead of cutting it out: blue bled into the hair, the knit turned to noise and the freckles blew out.

This is narrow. The removal phrasing is faithful on photographs and on a naturally generated image. It failed only on a generated subject that had been composited onto a synthetic background and re-extracted.