Method for generating backbone network, apparatus for generating backbone network, device, and storage medium

US11929871B2 · kind B2 · utility

Inventors

• Cheng Cui · Beijing, CN
• Tingquan GAO · Beijing, CN
• Shengyu Wei · Tangxia, CN
• Yuning Du · Beijing, CN
• Ruoyu GUO · Beijing, CN
• Bin Lu · Pittsburgh, US
• Ying Zhou · Cedar Park, US
• Xueying Lyu · Beijing, CN
• Qiwen Liu · Beijing, CN
• Xiaoguang Hu · Beijing, CN
• Dianhai Yu · Beijing, CN
• Yanjun Ma · Bellevue, US

Key dates

• Filing date: Apr 11, 2022
• Grant date: Mar 12, 2024
• Expiry date: Apr 11, 2042

Classification

• Technology area (CPC Y): Emerging Cross-Sectional Technologies
• CPC primary: Y02D10/00
• WIPO field: Computer technology
• WIPO sector: Electrical engineering

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.