Abstract: In this paper, we present an optimized implementation of Convolutional Neural Network (CNN) for road sign recognition on an FPGA platform, utilizing dynamic quantization and pruning ...
Abstract: The high computational costs associated with large deep learning models significantly hinder their practical deployment. Model pruning has been widely explored in deep learning literature to ...
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