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ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices
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Xiangyu Zhang; Xinyu Zhou; Mengxiao Lin; Jian Sun · OpenAlex · 2018
We introduce an extremely computation-efficient CNN architecture named ShuffleNet, which is designed specially for mobile devices with very limited computing power (e.g., 10-150 MFLOPs). The new architecture utilizes two...
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MobileNetV2: Inverted Residuals and Linear Bottlenecks
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Mark Sandler; Andrew Howard; Menglong Zhu; Andrey Zhmoginov; Liang-Chieh Chen · OpenAlex · 2018
In this paper we describe a new mobile architecture, MobileNetV2, that improves the state of the art performance of mobile models on multiple tasks and benchmarks as well as across a spectrum of different model sizes. We...
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