Clean background
Isolate the subject against a clean neutral background, preserving fine edges.
Add a grounded contact shadow matching the light direction without altering the product.
Use an object with a visible base and specify the surface and light direction.
Add a grounded contact shadow matching the light direction without altering the product.
Recognizable identity, silhouette and important visible details. Compare the output to the original before using it.
Useful for grounding a product in a studio scene. The shadow must meet the contact point; a displaced shadow can make the object appear to float.
Input advice and use cases are editorial guidance, not additional test results.
Contact shadow difference too subtle for a clear example.
2026-09-20 · Work built-in image_gen (model version not exposed)
More legible soft cast shadow extends to the right from the bottle base, bottle/cap/label preserved. Effect remains deliberately restrained; avoid promising dramatic relighting.
2026-09-20 · Work built-in image_gen
These notes describe the named runs, which may use a different subject from the comparison above. They do not guarantee results on another input or a future model. See our testing method.
Isolate the subject against a clean neutral background, preserving fine edges.
Change only the selected surface color and retain its texture, lighting and geometry.
Reimagine the subject as a transparent glass sculpture, with clear edges and refraction.
Apply a polished chrome surface while retaining recognizable shapes.