A Compression Method for Object Detection Network Using Joint Pruning and Quantization

Author:

Yi Lingjie1ORCID,Xie Xianzhong1ORCID,Jiang Bo1ORCID

Affiliation:

1. School of Computer Science and Technology, Chongqing University of Posts and Telecommunications Chongqing, China, China

Publisher

ACM

Reference22 articles.

1. Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

2. Fast R-CNN

3. Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun. 2015. Faster r-cnn: Towards real-time object detection with region proposal networks. Advances in neural information processing systems 28 (2015).

4. Wei Liu, Dragomir Anguelov, Dumitru Erhan, Christian Szegedy, Scott Reed, Cheng-Yang Fu, and Alexander C Berg. 2016. Ssd: Single shot multibox detector. In Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The Netherlands, October 11–14, 2016, Proceedings, Part I 14. Springer, 21–37.

5. You Only Look Once: Unified, Real-Time Object Detection

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