METHOD AND APPARATUS FOR TRAINING IMAGE RECOGNITION MODEL, AND METHOD AND APPARATUS FOR RECOGNIZING IMAGE

The present disclosure provides a method and apparatus for training an image recognition model, and a method and apparatus for recognizing an image, and relates to the field of artificial intelligence, and particularly to the fields of deep learning and computer vision. A specific implementation com...

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Bibliographic Details
Main Authors LI, Chenxia, Hu, Xiaoguang, DU, Yuning, LIU, Qiwen, YU, Dianhai, GUO, Ruoyu, MA, Yanjun, ZHAO, Qiao, GAO, Tingquan, BI, Ran
Format Patent
LanguageEnglish
Published 28.04.2022
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Summary:The present disclosure provides a method and apparatus for training an image recognition model, and a method and apparatus for recognizing an image, and relates to the field of artificial intelligence, and particularly to the fields of deep learning and computer vision. A specific implementation comprises: acquiring a tagged sample set, an untagged sample set and a knowledge distillation network; and performing following training steps: selecting an input sample from the tagged sample set and the untagged sample set, and accumulating a number of iterations; inputting respectively the input sample into a student network and a teacher network of the knowledge distillation network to train the student network and the teacher network; and selecting an image recognition model from the student network and the teacher network, if a training completion condition is satisfied.
Bibliography:Application Number: US202217568296