One layer at a time, the laser melts the powder into a solid shape. 3D printing creates shapes that would be impossible with any other method. For example, in 2015 GE designed fuel nozzles for ...

One layer at a time, the laser melts the powder into a solid shape. This 3D printer builds objects by melting a fine metal powder with a laser. First, the surface is coated with metal powder. Then, a ...

The images we then capture from those distorted patterns allow us to decode and extract the 3D shape of the surface. “The technique is well-established and widely used across industrial metrology.

Abstract: This paper presents a novel pipeline for estimating room layouts and reconstructing the 3D shapes of indoor objects. This task remains challenging due to occlusions of indoor scenes, which ...

Models for PyTorch and TensorFlow are available for noncommercial research use under Releases, and usage examples are given in demo.ipynb. Stay tuned for more detailed docs. Training code is provided ...