Method For Generating Backbone Network, Apparatus For Generating Backbone Network, Device, And Storage Medium
The present disclosure provides a method for generating a backbone network, an apparatus for generating a backbone network, a device, and a storage medium. The method includes: acquiring a set of a training image, a set of an inference image, and a set of an initial backbone network; training and in...
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Main Authors | , , , , , , , , , , , |
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Format | Patent |
Language | English |
Published |
04.08.2022
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Abstract | The present disclosure provides a method for generating a backbone network, an apparatus for generating a backbone network, a device, and a storage medium. The method includes: acquiring a set of a training image, a set of an inference image, and a set of an initial backbone network; training and inferring, for each initial backbone network in the set of the initial backbone network, the initial backbone network by using the set of the training image and the set of the inference image, to obtain an inference time and an inference accuracy of a trained backbone network in an inference process; determining a basic backbone network based on the inference time and the inference accuracy of the trained backbone network in the inference process; and obtaining a target backbone network based on the basic backbone network and a preset target network. |
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AbstractList | The present disclosure provides a method for generating a backbone network, an apparatus for generating a backbone network, a device, and a storage medium. The method includes: acquiring a set of a training image, a set of an inference image, and a set of an initial backbone network; training and inferring, for each initial backbone network in the set of the initial backbone network, the initial backbone network by using the set of the training image and the set of the inference image, to obtain an inference time and an inference accuracy of a trained backbone network in an inference process; determining a basic backbone network based on the inference time and the inference accuracy of the trained backbone network in the inference process; and obtaining a target backbone network based on the basic backbone network and a preset target network. |
Author | GAO, Tingquan ZHOU, Ying HU, Xiaoguang YU, Dianhai LIU, Qiwen GUO, Ruoyu LYU, Xueying MA, Yanjun CUI, Cheng WEI, Shengyu LU, Bin DU, Yuning |
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Snippet | The present disclosure provides a method for generating a backbone network, an apparatus for generating a backbone network, a device, and a storage medium. The... |
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SubjectTerms | CALCULATING COMPUTING COUNTING ELECTRIC COMMUNICATION TECHNIQUE ELECTRICITY HANDLING RECORD CARRIERS PHYSICS PRESENTATION OF DATA RECOGNITION OF DATA RECORD CARRIERS TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHICCOMMUNICATION |
Title | Method For Generating Backbone Network, Apparatus For Generating Backbone Network, Device, And Storage Medium |
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