Abstract: 2D-3D joint learning is essential and effective for fundamental 3D vision tasks, such as 3D semantic segmentation, due to the complementary information these two visual modalities contain.

The model, called SHARP, can reconstruct a photorealistic 3D scene from a single image in under a second. Here are some examples. Apple has published a study titled Sharp Monocular View Synthesis in ...

It’s been a couple of years since Snapchat made the shift to 3D avatars. The company said at the time that it gave users more ways than ever to represent themselves. Two years later, the complaints ...

Finding breast cancer early allows for more effective treatment and leads to better outcomes. That’s why getting regular mammograms, the screening test designed to detect breast cancer, is so ...

Daniel has been playing games for entirely too many years, with his Steam library currently numbering nearly 750 games and counting. When he's not working or watching anime, he's either playing or ...

Ewan has been a content writer since 2020, and loves nothing more than discussing all things gaming. While he's been playing games all his life, he has a particular interesting in anything even ...

Copilot 3D will turn your 2D images into 3D models. The tool is freely available to anyone, though you do need a Microsoft account. Microsoft suggests using an image with a single subject, even ...

An international team of researchers has demonstrated a novel solvent process for pure and highly crystalline 2D perovskites, which they demonstrated in 2D/3D perovskite solar cells. A n-i-p champion ...

SP3D, formerly known as Spare Parts 3D, has expanded its testing for THEIA, an AI-powered platform designed for automatic 2D-to-3D reconstruction, and is now accepting applications for early access.

Object discovery, which refers to the task of localizing objects without human annotations, has gained significant attention in 2D image analysis. However, despite this growing interest, it remains ...

This package provides a simple, consistent API for applying affine transformations to 2D/3D images in PyTorch. It enables efficient, GPU-accelerated geometric transformations of images. Transformation ...