Object Detection
By Prof. Seungchul Lee
http://iai.postech.ac.kr/
Industrial AI Lab at POSTECH
Table of Contents
Contents are retireved from
http://slazebni.cs.illinois.edu/spring17/lec07_detection.pdf
http://imatge-upc.github.io/telecombcn-2016-dlcv/slides/D3L4-objects.pdf
http://cs231n.stanford.edu/slides/2017/cs231n_2017_lecture11.pdf
https://iq.opengenus.org/object-detection-with-histogram-of-oriented-gradients-hog/
1. Object Detection
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1.1. Localization Methods
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Histogram of oriented Gradients (HOG) with SVM
Selective search
2. Object Detection Algorithms
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2.1. One-stage Object Detection
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YOLO
SSD
2.2. Two-stage Object Detection
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R-CNN