Tag: region proposal network

All the talks with the tag "region proposal network".

• Faster R-CNN - Towards Real-Time Object Detection with Region Proposal Network

  Sagar Prakash Barad
  Published:Nov 6, 2023 at  at 07:30 PM

  In this talk, we discuss Faster R-CNN, a unified end-to-end object detection network that significantly improved object detection by introducing the concept of a Region Proposal Network (RPN). The key idea behind it was to use the RPN to generate region proposals, which are essentially potential bounding boxes containing objects of interest, and the model then uses these initial proposals for further classification and refinement of the bounding boxes.