Title:
MULTI-DIMENSIONAL TASK FACIAL BEAUTY PREDICTION METHOD AND SYSTEM, AND STORAGE MEDIUM
Document Type and Number:
WIPO Patent Application WO/2021/232582
Kind Code:
A1
Abstract:
Disclosed are a multi-dimensional task facial beauty prediction method and system, and a storage medium. The method comprises: in a training stage, using a first facial image to optimize a shared feature extraction network for extracting a shared feature and to train a plurality of sub-task networks for executing a facial beauty classification task; in a test stage, extracting a shared feature of a second facial image; inputting the shared feature into a plurality of trained facial beauty classification tasks; and combining first output results of the plurality of facial beauty classification tasks to obtain a first beauty prediction result. The problem of the imbalance of data samples occurring during a facial beauty prediction process can be effectively solved, thereby improving the accuracy of facial beauty prediction.
Inventors:
GAN JUNYING (CN)
WU BICHENG (CN)
ZHAI YIKUI (CN)
HE GUOHUI (CN)
WU BICHENG (CN)
ZHAI YIKUI (CN)
HE GUOHUI (CN)
Application Number:
PCT/CN2020/104560
Publication Date:
November 25, 2021
Filing Date:
July 24, 2020
Export Citation:
Assignee:
UNIV WUYI (CN)
International Classes:
G06K9/62
Foreign References:
| CN110119689A | 2019-08-13 | |||
| CN108960087A | 2018-12-07 | |||
| CN109165674A | 2019-01-08 | |||
| CN110414489A | 2019-11-05 | |||
| US8041082B1 | 2011-10-18 | |||
| CN101305913A | 2008-11-19 |
Attorney, Agent or Firm:
JIAQUAN IP LAW (CN)
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