METHOD AND DEVICE FOR PREDICTING BEAUTY BASED ON MIGRATION AND WEAK SUPERVISION, AND STORAGE MEDIUM

METHOD AND DEVICE FOR PREDICTING BEAUTY BASED ON MIGRATION AND WEAK SUPERVISION, AND STORAGE MEDIUM

Disclosed are a method and device for predicting face beauty based on migration and weak supervision and a storage medium. The method includes: preprocessing an inputted face image; training a source domain network by using the preprocessed image, and migrating a parameter of the source domain netwo...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: BAI, Zhenfeng, ZHAI, Yikui, HE, Guohui, GAN, Junying
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:Disclosed are a method and device for predicting face beauty based on migration and weak supervision and a storage medium. The method includes: preprocessing an inputted face image; training a source domain network by using the preprocessed image, and migrating a parameter of the source domain network to a target domain network; inputting a noise image marked with a noise label and a truth-value image marked with a truth-value label into the target domain network to obtain an image feature; and inputting the image feature into a classification network to obtain a final face beauty prediction result.