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Title:
PICTURE CLASSIFICATION METHOD, DEVICE AND ROBOT
Document Type and Number:
WIPO Patent Application WO/2018/120740
Kind Code:
A1
Abstract:
Disclosed by the present invention are a picture classification method, device and a robot. The method comprises: inputting a target picture to be classified into a convolution layer of a convolution neural network, the convolution neural network at least comprising a convolution layer and a pooling layer; performing a convolution operation on a first matrix according to a preset first convolution kernel so as to obtain a first vector, the first vector being a one-dimensional vector, and the first matrix being the output of the last pooling layer of the convolution neural network; performing a convolution operation on the first vector according to a preset second convolution kernel so as to obtain a second vector, the second vector being a one-dimensional vector; and classifying the target picture according to the second vector. The present invention solves the technical problem in existing technology wherein a network has high requirements for the performance of a terminal due to too many parameters of a full connection layer.

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Inventors:
LIU RUOPENG (CN)
XU LEI (CN)
OUYANG YICUN (CN)
Application Number:
PCT/CN2017/092044
Publication Date:
July 05, 2018
Filing Date:
July 06, 2017
Export Citation:
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Assignee:
SHEN ZHEN KUANG CHI HEZHONG TECH LTD (CN)
KUANG CHI INNOVATIVE TECH LTD (CN)
International Classes:
G06K9/62
Foreign References:
CN105868785A2016-08-17
CN106250911A2016-12-21
CN104268521A2015-01-07
CN103679206A2014-03-26
US20140180989A12014-06-26
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