Object Detection

Identifying and localizing objects in images by predicting bounding boxes and class labels. Two-stage detectors (Faster R-CNN) propose regions then classify; single-stage detectors (YOLO, SSD) predict directly. In robotics, object detection identifies graspable objects, obstacles, and task-relevant entities. Real-time detectors (YOLOv8) run at 30+ FPS on edge hardware.