An Approach Combined the Faster RCNN and MobileNet for Logo Detection

目录

声明

Chapter 1 Introduction

1.1. Research background and significance

1.2 Research status at home and abroad

1.3. Related work

1.4. The main work and organizational structure of this paper

Chapter2 Deep Neural Network Object Detection

2.1. Introduction

2.2. Convolutional Neural Networks

2.3. Object Detection using R-CNNs

2.4. The structure of Fast R-CNN

2.5. Description of Faster R-CNN

2.6. Summary

Chapter3 Approach combined the faster R-CNN and MobileNet in Android

3.1. Introduction

3.2. Proposed Approach

3.3. Processing Model with Faster R-CNN

3.3. Regional Proposal Network

3.4. MobileNet as Backbone

3.5. Faster RCNN_Mobilenet

3.6. Summary

Chapter4 Experimental Results

4.1. Design of Experiment

4.2. Results

Conclusion and future work

参考文献

附录 A 攻读硕士学位期间取得的研究成果

致谢