Title [CV-2021] Lec6 -Object Detection.pdf ✅

Computer Vision Lecture 6: Object Detection Dr. Dina Khattab dina.khattab@cis.asu.edu.eg Scientific Computing Department
Agenda • Object Detection Evaluation • Sliding Window Object Detection • Region-based Detectors – R-CNN – Fast R-CNN – Faster R-CNN • Single Shot Detectors – YOLO & SSD
Object Detection • Problem: Detecting and localizing generic objects from various categories, such as cars, people, etc. • Challenges: – Illumination, – viewpoint, – deformations, – Intra-class variability