Abstract: 3D part segmentation is still an open problem in the field of 3D vision and AR/VR. Due to limited 3D labeled data, traditional supervised segmentation methods fall short in generalizing to ...

Abstract: Recognizing objects in the 3D world is a significant challenge for robotics. Due to the lack of high-quality 3D data, directly training a general-purpose segmentation model in 3D is almost ...

James has been writing about technology for years but has loved it since the early 90s. While his main areas of expertise are maker tools -- 3D printers, vinyl cutters, paper printers, and laser ...

A collaborative framework designed to incrementally improve ANY type of medical image annotation, beyond just brain vessels. Features a Git-like Data Version Control System integrated into a custom 3D ...

The best 3D modeling software and apps are loaded with all the tools required to bring creations to life, whether it's creating architectural mock-ups, 3D printing models, animated figures for films ...

(load it on top of another image or load empty.nrrd a second time as a volume to use as source data) Go to segment editor, create segment, and try to paint or draw or anything. The segmentation ...

The internet is flooded with AI trends, the latest one being Google's 'Nano Banana' engine. Nano Banana is the nickname for Gemini 2.5 Flash, providing for much greater control over image editing and ...