Stage Detector

Stage detectors, a type of object detection model, aim to identify and locate objects within an image or video frame in a single pass, prioritizing speed and efficiency. Current research focuses on improving the accuracy and efficiency of these detectors, particularly within resource-constrained environments like embedded systems and mobile devices, often employing architectures based on YOLO and its variants. This research is significant due to its broad applicability across diverse fields, including autonomous driving, medical imaging, and industrial automation, where real-time object detection is crucial.