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Oriented Bounding Boxes Object Detection | YOLOv8 OBB detection
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Oriented object detection is a specialized form of object detection where the goal is not only to detect objects within an image but also to accurately determine their orientation or pose. Unlike traditional object detection methods that assume objects are aligned with the image axes, oriented object detection techniques enable the detection of objects at arbitrary orientations. This is particularly valuable in scenarios such as robotics, autonomous driving, and surveillance, where objects may exhibit various poses. Methods for oriented object detection typically involve utilizing rotation-invariant features, oriented bounding boxes, rotation estimation, and orientation-aware networks to accurately localize and determine the orientation of objects within images or videos, facilitating tasks like navigation, manipulation, and recognition in diverse real-world environments.
#yolov8 #computervision #yolo #objectdetection #orientedobjectdetection #obb
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