Learning Path

Image Processing Fundamentals → Video Object Detection

This advanced graduate-level path equips CV practitioners with a systematic understanding of object detection, from classical sliding-window approaches to modern deep learning detectors like R-CNN, YOLO, and SSD. It covers essential prerequisites in machine learning and computer vision, core detection paradigms, evaluation metrics, and practical application to video.