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Link to Paper:

“Rich feature hierarchies for accurate object detection and semantic segmentation Tech report (v5)” - 2014

arxiv.org

“Measuring the objectness of image windows” - 2012

https://www.pure.ed.ac.uk/ws/portalfiles/portal/17686204/Alexe_et_al_2010_Measuring_the_objectnessi.pdf

Table of Contents

1. Introduction

$\color{black}\rule{365px}{3px}$Ross Girshick | Jeff Donahue | Trevor Darrell | Jitendra Malik

Significance of Paper

• Simple and scalable detection algorithm that improves mean average precision (mAP) by more than 30% (from complex models)
• Combines Region Proposal with CNN → Regions with CNN features → R-CNN