A virtual staging render is supposed to be the same photo with different furniture. Same walls, same windows, same door, and the same spot where the photographer stood. Most of the time the image model gives exactly that. Sometimes it does not. We r...

We build an AI virtual staging tool: a user uploads a photo of a room, an image model restyles it, and a set of checks compares the result with the original before anyone sees it. We wrote about those checks in a previous posthttps://dev.to/aifliproo...

Image models are very good at restyling a room and quietly bad at leaving the room alone. Ask for a Japandi living room and you get beautiful furniture, and sometimes also: a window that moved, shrank, or appeared over a kitchen sink where the photo...