Nature

Object Detection Techniques in Challenging Environments articles from across Nature Portfolio

For object detection in complex dark environments, the existing methods generally have problems such as low detection accuracy, false detection and missed detection. These problems lead to a lack of ...
Nature

Object Detection Techniques for Advanced Visual Systems articles from across Nature Portfolio

The DEtection TRansformer (DETR) and the YOLO series have been at the forefront of advancements in object detection. The RT-DETR, a member of the DETR family, has notably addressed the speed ...
BIOENGINEER

Smart Frame Selection Slashes Video AI Training Time Without Losing Accuracy

Video has become one of the most demanding data types in modern computer vision. Object detection models that perform ...
BIOENGINEER

Object-Based Semantic Descriptors Push Robot Loop Closure Beyond Close Quarters

One of the most stubborn problems in mobile robotics has just received a promising new solution. When a robot drives through a city, a warehouse, or an off-road trail, it must constantly ask itself a ...