Object Detection


By Prof. Seungchul Lee
http://iai.postech.ac.kr/
Industrial AI Lab at POSTECH

Table of Contents

1. Object Detection



1.1. Localization Methods

  • Histogram of oriented Gradients (HOG) with SVM


  • Selective search


2. Object Detection Algorithms



2.1. One-stage Object Detection

  • YOLO



  • SSD



2.2. Two-stage Object Detection

  • R-CNN