WebFeb 4, 2024 · RPN is a fully convolutional network, trained end-to-end, that simultaneously predicts object boundaries and object scores at each detection. ... The idea of R-CNN was to use a Selective Search ... WebA Region Proposal Network, or RPN, is a fully convolutional network that simultaneously predicts object bounds and objectness scores at each position. The RPN is trained end-to-end to generate high-quality region proposals. RPN and algorithms like Fast R-CNN can be merged into a single network by sharing their convolutional features - using the recently …

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