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Faster R-CNN is a state-of-the-art Object detection model that integrates a Region Proposal Network (RPN) to efficiently generate Region proposals, significantly improving Speed And Accuracy over its predecessors. It streamlines the Object detection pipeline by sharing Convolutional features between the RPN and the Detection network, enabling Near real-time performance.
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