Object detection constitutes a cornerstone of contemporary computer vision, encompassing both the identification and localization of entities within visual data. Among the leading frameworks for this task are Detectron2, developed by Facebook AI Research (FAIR), and YOLO-NAS, an advanced neural architecture search-based model from Deci AI. This discourse undertakes a

Object detection is a fundamental task in computer vision, involving the identification and localization of objects within images or videos. Among various object detection algorithms, the You Only Look Once (YOLO) series has gained significant attention due to its real-time performance and high accuracy. Overview of YOLO Models YOLO models