Model Details
Place one to four products into an existing photo of a room, yard, balcony, garden, or other real-world scene. The wrapper composites the products into the scene while preserving the original architecture, surfaces, decor, and lighting. Guidance is optional: brush a region on a copy of the source photo (single-product only), describe placement in natural language, or skip both and let the model decide. The model is instructed to match scale, perspective, lighting, and contact shadows, and to avoid hallucinated text, logos, or restyling of existing surfaces. Output size defaults to `auto` so the result matches the source aspect.



