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Tagging Similar Images Using Neural Network

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专利内容由知识产权出版社提供

专利名称:Tagging Similar Images Using Neural

Network

发明人:Aaron J. Chavez,Devin R. Harper,Nicholas A.

Lineback,Elliot B. Turner

申请号:US15016607申请日:20160205

公开号:US20170228619A1公开日:20170810

专利附图:

摘要:An approach is provided in which a knowledge manager selects an extractionlayer from a convolutional neural network that was trained on an initial set of images. The

knowledge manager processes subsequent images obtained from crawling a computernetwork that includes extracting image feature sets of the subsequent images from theselected extraction layer and generating tags from metadata associated with the

subsequent images. In turn, the knowledge manager receives a new image, extracts a newimage feature set from the selected extraction layer, and assigns one or more of the tagsto the new image based upon evaluating the new image feature set to the image featuressets of the subsequent images.

申请人:International Business Machines Corporation

地址:Armonk NY US

国籍:US

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