Photo by Gnider Tam on Unsplash

1. Introduction

2. First Look at Fast R-CNN

Figure 1 : Fast R-CNN overview

3. More insights into Fast R-CNN

Figure 2 : Feature map with variable RoI sizes example
Figure 3 : RoI pooling for RED RoI
Figure 4: RoI pooling for BLUE RoI
Figure 5 : Performance for various schemes.
Figure 6 : mAP values for Softmax vs SVMs
Figure 7: Test time comparisons

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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