Traditional object detection algorithms, including both two-stage models like Faster R-CNN and one-stage variants such as ...

Other vision problems besides basic image classification that have been solved with deep learning include image classification with localization, object detection, object segmentation, image style ...

Digital systems are expected to navigate real-world environments, understand multimedia content, and make high-stakes ...

For example, driverless car development requires billions of images and hours and hours of video, which help deep learning to automatically detect objects such as pedestrians, stop signs and ...

If you walk down the street shouting out the names of every object you see — garbage ... But another kind of AI — deep reinforcement learning — is strategic. It learns how to take a series ...