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• 13:33, 12 December 2023 Ai talk contribs created page Region proposal network (Created page with "== Introduction == A Region Proposal Network (RPN) is a type of convolutional neural network (CNN) that is used in object detection tasks. It is a key component of faster R-CNN, a popular framework for real-time object detection. The RPN plays a crucial role in generating region proposals that are likely to contain objects. This article delves into the intricacies of the RPN, its structure, working mechanism, and its role in object detec...")