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A lightweight target detection algorithm based on Mobilenet Convolution. (arXiv:2002.03729v4 [cs.CV] UPDATED)
cs.CV updates on arXiv.org arxiv.org
Target detection algorithm based on deep learning needs high computer GPU
configuration, even need to use high performance deep learning workstation,
this not only makes the cost increase, also greatly limits the realizability of
the ground, this paper introduces a kind of lightweight algorithm for target
detection under the condition of the balance accuracy and computational
efficiency, MobileNet as Backbone performs parameter The processing speed is
30fps on the RTX2060 card for images with the CNN separator layer. The
processing …
algorithm arxiv computer convolution cost deep learning detection gpu kind mobilenet paper performance workstation