Machine-learning systems are used to identify objects in images ... discover the representations needed for detection or classification. Deep-learning methods are representation-learning methods ...

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

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 ...

“We report a complete deep-learning framework using a single-step object detection model in order to quickly and accurately detect and classify the types of manufacturing defects present on Printed ...