R-CNN — Object Detection Algorithm

Introduction

1. What is Object Detection?

Figure 1 : Three types of images for classification
Figure 2 : Image containing multiple objects
Figure 3 : Output of object detection

2. First look at RCNN

Figure 4 : RCNN overview
Figure 5: RCNN flow

3. More insights into R-CNN

Figure 6: Variety of image conditions for generating region proposals
Figure 7: Selective Search by Hierarchical Grouping
Figure 8: ILSVRC2013 detection test set mAP.

I am a hands-on guy. I appreciate the beauty of theory but understand its futility without application. ML, DL and computer vision are my interests.

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