Art direction, automated.
Six stages, one consistent style
- 0101
Brief
A short chat with follow-up questions becomes a World Brief: setting, mood, art style, camera, scale and must-have objects.
Gemini - 0202
Concepts
Several concept arts in different directions. CLIP similarity is measured and look-alikes are regenerated, so the choices are real.
Z-Image-Turbo · CLIP - 0303
Style guide
A vision model reads the art style you pick and writes palette, materials, shape language, lighting and a style prompt.
Gemini vision - 0404
Asset list
A set of standalone objects with real-world sizes in metres. Rename, resize, add or remove before anything renders.
Editable - 0505
Object images
Every object rendered through the style guide, cut out cleanly and laid out on a contact sheet you can re-roll from.
Z-Image-Turbo · BiRefNet - 0606
3D models
Each image becomes a textured mesh, decimated, scaled to its real size and pivoted at the base. Then view, re-roll, download.
TRELLIS.2
Block out and dress a world in an afternoon instead of a month of modelling.
A consistent set of props for your theme before the first night is over.
Validate the look of a world in-engine before commissioning final art.
Real-scale set dressing that lines up with your grid and character height.
Generation runs on open models with licences that allow commercial use of the output. We swapped the default non-commercial background remover for BiRefNet so the whole chain stays clean.
Your data, briefly
Worlds are private to your account and served over short-lived signed links. Files are kept for as long as you keep the world, and you can delete a world at any time.
Built for the job
The web app and workers run on Google Cloud Run. GPU work runs on Modal: one H100 container holds every model, scales to zero in 30 seconds and is pre-warmed while you choose.
Engine-ready output
glTF 2.0 binaries, Y-up, in metres, pivot at the bottom centre, about 60K triangles with 2K textures. Tested in Unity, Blender and the browser.
See it in a real world.
Browse the gallery, or describe your own. The chat is free.