Photo-Based AI Room Design vs Generic Image Generation
If you've ever fed a photo of your kitchen to a regular text-to-image model and asked for a redesign, you already know what happens. The fridge drifts. A wall disappears. The window slides two feet left. The output looks like a kitchen — just not yours. That's the fundamental gap between generic AI image generation and what we call photo-based AI room design at Deroom AI . They look similar from outside but they're solving completely different problems. Inspiration vs Constraint When you upload a room photo to a generic image model, the model treats that photo as inspiration — a vague hint about what to generate. The walls, the layout, the proportions are all optional. The model is rewarded for producing something beautiful, not something faithful. Photo-based room design flips this. The photo is a hard constraint the output must respect. Corners stay where they are. Windows don't migrate. Light direction matches what the camera actually saw. Supported Room T...