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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Main Authors | , , , , , , , , , |
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Format | Patent |
Language | English |
Published |
28.04.2022
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Subjects | |
Online Access | Get full text |
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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. |
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Bibliography: | Application Number: US202217568296 |