furniture-room-sceneslisted

# Furniture in Room Scenes Furniture is bought on two questions: does it fit, and does it look right in a room like mine? Both are answered by imagery, and both are where generated room scenes go wrong. The failures here are geometric rather than aesthetic — wrong scale, wrong perspective, impossible light — and they're the ones customers notice because they're mentally placing the item in their own space. ## Scale is the whole problem A sofa photographed against a plain background could be a two-seater or a four-seater. In a room scene, the surrounding objects tell the customer the size — and if those objects are generated at the wrong scale, the image actively misinforms. ``` generate_image( model="flux-2-pro", reference_images=[SOFA_REFS], prompt="The same three-seater sofa in a room with a standard 2.4m " "ceiling. A normal-height doorway visible on the left for " "scale, a 40cm side table beside the sofa. Soft daylight " "from a window on the right. Wide-angle view from standing " "eye level, straight perspective, no distortion. Sofa " "unchanged — same proportions and upholstery.", aspect_ratio="4:3", seed=8812 ) ``` The clauses doing the work: **Named reference objects with dimensions.** A doorway, a plug socket, a standard side table. These are the objects a customer reads scale from, and stating their real size anchors the whole scene. **Ceiling height.** "Standard 2.4m ceiling" prevents the model generat