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PERFORMING TAG-BASED FONT RETRIEVAL USING COMBINED FONT TAG RECOGNITION AND TAG-BASED FONT RETRIEVAL NEURAL NETWORKS
PERFORMING TAG-BASED FONT RETRIEVAL USING COMBINED FONT TAG RECOGNITION AND TAG-BASED FONT RETRIEVAL NEURAL NETWORKS
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机译：使用组合字体标签识别和基于标签的字体检索神经网络来执行基于标签的字体检索
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摘要
The present disclosure relates to a font retrieval system that utilizes a multi-learning framework to develop and improve tag-based font recognition using deep learning neural networks. In particular, the font retrieval system jointly utilizes a combined recognition/retrieval model to generate font affinity scores corresponding to a list of font tags. Further, based on the font affinity scores, the font retrieval system identifies one or more fonts to recommend in response to the list of font tags such that the one or more provided fonts fairly reflect each of the font tags. Indeed, the font retrieval system utilizes a trained font retrieval neural network to efficiently and accurately identify and retrieve fonts in response to a text font tag query.
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