Elysium / Structure Studio

Structure first. Materials second.

A pretrained depth-conditioned image pipeline for architectural studies. Not a newly trained model, a measured depth scanner, or a Blender scene reconstructor.

Original scene

Output stage

Depth map Clay study Calacatta correction Final materials

Column emission

Optional aligned depth PNG (8-bit or 16-bit)

Invert supplied depth (when white means far)

Optional edit mask: white=edit, black=protect

Masks must match source dimensions. Black-mask pixels are copied exactly from the original in material modes. Depth maps must match the source framing.

Selected stage

Actual conditioning map · white=near

PNG + 16-bit relative depth + reproducibility record

Compute: depth estimation can run on CPU. Diffusion needs a compatible GPU (or explicit slow-CPU opt-in). This app never provisions paid hardware.

Clay: generated afresh from the depth map, without reusing the original RGB latents. It is a 2D clay study—not editable 3D geometry.

Privacy: uploads are processed by the machine hosting this app. No automatic training, dataset collection, or Hub upload of inputs.