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Enhancing Faster R-CNN with Active Learning by MANISH KUMAR is a document available to read on EtoBox.
What is Enhancing Faster R-CNN with Active Learning about?
This document summarizes object detection using Faster R-CNN and discusses future work applying active learning techniques. It begins with an introduction to object detection and a review of prior methods. It then describes the key modules of Faster R-CNN including the CNN backbone, Region Proposal Network (RPN), and detection network. Implementation details are discussed along with applications. The conclusion reiterates that Faster R-CNN achieves good results with nearly cost-free region proposals. Future
- Author
- MANISH KUMAR
- Language
- EN