Abstract
By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – A new study on robotics is now availab le. According to news reporting out of Tabuk, Saudi Arabia, by NewsRx editors, research stated, “Robot semantic navigation has received significant attention re cently, as it aims to achieve reliable mapping and navigation accuracy.” Our news journalists obtained a quote from the research from University of Tabuk : “Object detection tasks are vital in this endeavor, as a mobile robot needs to detect and recognize the objects in the area of interest to build an effective semantic map. To achieve this goal, this paper classifies and discusses recently developed object detection approaches and then presents the available vision da tasets that can be employed in robot semantic navigation applications. In additi on, this paper discusses several experimental studies that have validated the ef ficiency of object detection algorithms, including Faster R-CNN, YOLO v5, and YO LO v8.”
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