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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 ...

A neural field network can create a continuous 3D model from a limited number of 2D images, and it does it without being trained on other samples. Researchers from the McKelvey School of ...

Nvidia said that previous models that transform 2D images into 3D models, such as ShapeNet, need to be trained using datasets of 3D shapes in order to achieve the same results.

But there’s information to be gained from doing the opposite—a model that could infer a 3D object from a 2D image would be able to perform better object tracking, for example.," NVIDIA explains.