Analysis of the acceleration of deep learning inference models on a heterogeneous architecture based on OpenVINO

2021 4th International Symposium on Advanced Electrical and Communication Technologies (ISAECT)(2021)

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摘要
Convolutional neural networks (CNN) are a very powerful tool for many different applications. This capability is highly demanded in the field of embedded systems for video surveillance, speech recognition, and image analysis. Due to its high computational intensity, the application of CNN is limited to real-time research areas where computational speed is extremely important. Therefore, an appropr...
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关键词
deep-learning,heterogeneous architecture,FPGA,OpenVINO
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