arXiv (Cornell University)· 2015· Preprint
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
- 18,240citations
- 2015year
Short summary
Faster R-CNN introduces a Region Proposal Network (RPN) that shares convolutional features with the detection network, enabling nearly cost-free region proposals and achieving 5fps detection speeds on a GPU with state-of-the-art accuracy.
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Computer Vision and Pattern RecognitionComputer Science