Gaussian Splatting is a novel 3D scene representation technique that’s revolutionizing novel view synthesis (creating new camera viewpoints of 3D scenes). It emerged as a state-of-the-art alternative to Neural Radiance Fields (NeRFs) in 2023.
Core Concept
Instead of representing scenes with neural networks (like NeRFs) or explicit meshes, Gaussian Splatting represents scenes as millions of tiny 3D Gaussian « blobs » that can be efficiently rendered using a technique called « splatting. »
The technique represents a significant shift from implicit neural representations back toward explicit, differentiable graphics primitives, but with modern optimization techniques that achieve unprecedented quality and speed.
In the initial stage, the available data will be uploaded into Autodesk Forma, setting the foundation for a thorough and informed design process. This includes relevant site information, such as topography, existing infrastructure, and environmental data, as well as any project-specific parameters and constraints.
This tutorial aims to establish a tailored workflow that maximizes the potential of AI as a collaborative creative partner. It will cover two distinct topics. Firstly, we’ll explore designing while considering contextual factors, employing Autodesk’s Forma. Then, in the subsequent section, we’ll delve into utilizing Text to Image and Image to 3D techniques to cultivate aesthetic concepts.
Autodesk’s Forma
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. (https://damassets.autodesk.net/content/dam/autodesk/www/products/autodesk-forma/fy24/overview/forma-sustainability-10-03.pdf) Continuer la lecture de Autodesk’s FORMA, Integrated context analysis tool→
Laurent Lescop – 3D Viz – Parametric Design – Immersion – AI
Continuer la lecture de Gaussian Splatting: A High-Quality 3D Scene Representation 
