A novel 3D generation method is introduced, enabling versatile and high-quality 3D asset creation. At its core is a unified Structured LATent (SLAT) representation, which supports decoding into multiple output formats, including Radiance Fields, 3D Gaussians, and meshes. This is achieved by combining a sparsely-populated 3D grid with dense multiview visual features extracted from a robust vision foundation model, effectively capturing both structural (geometry) and textural (appearance) information while preserving decoding flexibility.
The site has the potential to accommodate a higher density of housing units. In this scenario, 290 dwellings are proposed in the form of small collective housing units. The transition from individual houses to small collective housing units will require careful consideration of various factors, such as building height, massing, and overall site organization.
Autodesk Forma (formerly Spacemaker) helps planning and design teams deliver projects digitally from day one. Use conceptual design capabilities, predictive analytics, and automations to make solid, sustainable, foundations for your projects. (https://www.autodesk.com/products/forma/) Forma enables to run Daylight potential analysis | Area analysis | Microclimate analysis | Noise analysis | Rapid Operational Energy analysis | Sun hours analysis | Wind analysis.