Object detection is an important and challenging topic in computer vision. I wanted to acquire a solid understanding of it. So I prepared some informative slides that cover it in detail. They include technical aspects and illustrative animations that will enhance your learning experience.
📑Part 1: What is object Detection?
📑Part 2: Understanding the Basics of Object Detection
📑Part 3: Object Detection using Classical CV
📑Part 4: Object Detection using ConvNets
📑Part 5: Evaluation metrics and benchmarking
📑Part 6: Object Detection using CNN (Overfeat paper)
📑Part 7: Object Detection using SPNET & RCNN
📑Part 8: Object Detection using Fast RCNN
📑Part 9: Object Detection using Faster RCNN