Generate, then edit
Because generation and editing share one model, you can make an image and keep working on it in the same place. The sneaker sample shows the edit half: a plain white canvas sneaker becomes a hand-painted one covered in red poppies, blue cornflowers and green leaves, while the laces, sole and silhouette stay as they were. Upload the original, describe the new surface, and say which parts must not change. The same approach works for recolouring a character, adding an object to a scene or replacing the background of an illustration.

A before-and-after diptych on a soft beige background with identical camera angle. Left: a plain unbranded white canvas low-top sneaker. Right: the same sneaker edited so the canvas is hand-painted with a folk-art pattern of red poppies, blue cornflowers and green leaves, while the laces, sole and shape stay exactly the same. Clean product photography, soft even light.






