Computer Vision III: Detection, Segmentation and Tracking ppt

Computer Vision III: Detection, Segmentation and Tracking ppt Content Lecture 1: Introduction Lecture 2: Two-stage detectors (RCNN, Fast RCNN, Faster RCNN) Lecture 3: One-stage detectors (YOLO, RetinaNet) Lecture 4: Single/multi-object tracking Lecture 5: Multiple object tracking (Message Passing Networks) Lecture 6: Pedestrian Trajectory Prediction (GANs) Lecture 7: Semantic segmentation Lecture 8: Instance segmentation Lecture 9: Video object segmentation Lecture 10: 3D Tracking and segmentation