Aethera reads a room from a single photograph — its walls, its light, its scale — then designs it, renders it, and matches every object to a product you can actually buy.
Most tools paint a picture. Aethera understandstheroom.
Six systems run on every upload. Together they turn a phone photograph into geometry, a design, and a bill of materials — in that order, because the order is what makes it buildable.
±3cm
Layout understanding
Walls, floors, ceilings and openings recovered from a single frame — no LiDAR, no scan.
0.94 IoU
Depth-conditioned generation
Geometry is a constraint on the diffusion pass, so furniture sits on the floor it was given.
38 materials
Material realism
Oak reads as oak, bouclé as bouclé. Surfaces respond to the room’s actual light direction.
61 classes
Object segmentation
Every generated item is isolated with clean edges so it can be matched, swapped or priced.
120K SKUs
Catalogue matching
Visual and attribute search against live marketplace inventory, filtered by budget and stock.
20+ packs
Style fidelity
Curated style packs authored by working designers, not scraped from mood boards.
How it works
One photograph. Fourpasses.
01
Capture
One photo from a room corner. Aethera reads layout, depth, openings and daylight direction before it draws anything.
02
Direct
Choose a style, a budget band and what must stay. The engine treats your constraints as hard, not as suggestions.
03
Generate
A depth-conditioned pass keeps walls where walls are, then a material pass makes surfaces behave like surfaces.
04
Specify
Every object is segmented and matched to a real SKU with price, stock and lead time — the render becomes a shopping list.
Proof
The same room. Four directions.
One photograph of a tired London loft, taken on a phone. No floor plan, no measurements. Drag the divider — the architecture never moves, because the model was never allowed to move it.
OriginalJapandi
Oak, linen and negative space.
Products
One engine, four ways in.
Whether you are redoing one bedroom or wiring room understanding into a marketplace, the same pipeline is underneath.
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OriginalJapandi
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