Sökning: "Yulan Shen"

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  1. 1. Accelerating CNN on FPGA : An Implementation of MobileNet on FPGA

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Yulan Shen; [2019]
    Nyckelord :CNN; FPGA acceleration; Deep Learning; MobileNet; Image classification; Computer vision;

    Sammanfattning : Convolutional Neural Network is a deep learning algorithm that brings revolutionary impact on computer vision area. One of its applications is image classification. However, problem exists in this algorithm that it involves huge number of operations and parameters, which limits its possibility in time and resource restricted embedded applications. LÄS MER