ENGINEERING FACULTY / COMPUTER ENGINEERING / BLM4015 - ADVANCED IMAGE PROCESSING

Contents Of The Courses in a weekly Period

Week 
Subjects 
Sources 
1Introduction to Advanced Image Processing Concepts1
2Deep Learning Fundamentals for Image Processing1
3Convolutional Neural Network (CNN) Architecture1
4Training CNN Models1
5Pre-trained Networks1
6Object Detection Basics1
7Introduction to YOLO Architecture (You Only Look Once)1
8YOLOv4, YOLOv5 and YOLOv8 Architectural Developments1
9Real-Time Image Processing Applications1
10Object Tracking1
11Segmentation Methods1
12Image compression techniques 1
13Image Processing in Industrial Applications1
14Real-Time Application Project1
15Project Presentations and General Evaluation1