The success of deep-learning models for 2D object recognition was driven in part by the availability of large-scale high-quality datasets such as ImageNet and COCO.

AWS Deepens Object Recognition Technology Expected to start shipping in mid-June, AWS DeepLens gives developers the chance to expand their machine learning skills.

MIT neuroscientists compared the visual object recognition performance of primate brains to that of the latest deep neural networks, which try to mimic our visual system. They found that the best ...

This week, Microsoft Research announced its newest deep learning project had outperformed humans in a test to identify objects in digital images.

(Mean average precision (mAP) is a metric for evaluating object detection in deep learning.) This achievement is hugely valuable for LiDAR perception as well as 3D mapping for autonomous driving.

It's a novel idea, using light diffracted through numerous plates instead of electrons. And to some, it might seem a little like replacing a computer with an abacus, but researchers at UCLA have ...