Microsoft Research ブログ
Microsoft HoloLens facilitates computer vision research by providing access to raw image sensor streams with Research Mode
| Marc Pollefeys
Microsoft HoloLens is the world’s first self-contained holographic computer. Remarkably, in Research Mode, available in the newest release of Windows 10 for HoloLens, it’s also a potent computer vision research device. Application code can not only access video and audio…
Using transfer learning to address label noise for large-scale image classification
| Lei Zhang と Kuang-Huei Lee
In this post, we introduce how to use transfer learning to address label noise for large-scale image classification tasks. We’ll avoid describing the approach using too much math. If you are interested in the deeper theory behind this approach, please…
Believing is seeing: Insightful research illuminates the newly possible in the realm of natural and synthetic images
A pair of groundbreaking papers in computer vision open new vistas on possibilities in the realms of creating very real-looking natural images and synthesizing realistic, identity-preserving facial images. In CVAE-GAN: Fine-Grained Image Generation through Asymmetric Training, presented this past October…
Teaching computers to see with Dr. Gang Hua
Episode 28, June 13, 2018 - Dr. Hua talks about how the latest advances in AI and machine learning are making big improvements on image recognition, video understanding and even the arts. He also explains the distributed ensemble approach to…