Task	Dataset	Model	Metric name	Metric value	Global rank	Remove
Image Classification	ImageNet	MobileNet-224	Top 1 Accuracy	70.6%	# 25
Image Classification	ImageNet	MobileNet-224	Top 5 Accuracy	89.5%	# 20

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MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications

17 Apr 2017 • Andrew G. Howard • Menglong Zhu • Bo Chen • Dmitry Kalenichenko • Weijun Wang • Tobias Weyand • Marco Andreetto • Hartwig Adam

We present a class of efficient models called MobileNets for mobile and embedded vision applications. MobileNets are based on a streamlined architecture that uses depth-wise separable convolutions to build light weight deep neural networks... (read more)

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