Unlike the existing manual computer-aided design (CAD) tools that requi A learning-based framework for generating 3D building models from 2D images ... In order to develop this tool, we propose a ...

This paper introduces a novel technique for transforming 2D floor plans into 3D models by combining image processing and augmented reality. The method involves using a smartphone camera to scan a 2D ...

Then along came BIM, insisting we all model buildings in 3D and, as a by-product of this process, derive 2D line takeoffs from the geometry in order to fast-track the production of drawings. If we ...

North Carolina-based start-up, Higharc, has demonstrated a new AI capability which can automatically convert 2D hand sketches to 3D BIM models within its dedicated housing design system. ... The ...

From cave paintings to complex live 3D models, ... 2D Drawing. Before computer-aided design (CAD) ... Apart from buildings and their systems, 3D modeling can also be used to replicate furniture, ...

In this paper, we propose fully automated method to generate 2D floorplan CAD from 3D point clouds. The proposed method consists of two main parts. The first one is detecting planes in the buildings, ...

In industrial design, the model could expedite prototyping by creating accurate 3D models from 2D sketches. In AR/VR, the LRM could enhance user experiences by generating detailed 3D environments ...

Machine learning generates 3D model from 2D pictures Date: September 19, 2022 Source: Washington University in St. Louis Summary: A neural field network can create a continuous 3D model from a ...

The model can generate an accurate output of a simple or rough sketch. When provided with more precise and detailed data from segmentation or edge maps, the model can create a highly sophisticated 3D ...