Invention Grant
- Patent Title: Instance segmentation method and system for enhanced image, and device and medium
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Application No.: US18011135Application Date: 2021-05-27
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Publication No.: US11748890B2Publication Date: 2023-09-05
- Inventor: Runze Zhang , Baoyu Fan , Yaqian Zhao
- Applicant: INSPUR SUZHOU INTELLIGENT TECHNOLOGY CO., LTD.
- Applicant Address: CN Jiangsu
- Assignee: INSPUR SUZHOU INTELLIGENT TECHNOLOGY CO., LTD.
- Current Assignee: INSPUR SUZHOU INTELLIGENT TECHNOLOGY CO., LTD.
- Current Assignee Address: CN Jiangsu
- Agency: IPRO, PLLC
- Priority: CN 2010846608.1 2020.08.21
- International Application: PCT/CN2021/096542 2021.05.27
- International Announcement: WO2022/037170A 2022.02.24
- Date entered country: 2022-12-16
- Main IPC: G06T7/11
- IPC: G06T7/11 ; G06V10/77 ; G06V10/764 ; G06T5/00

Abstract:
A method includes: setting, in a main training network, an auxiliary training network having the same architecture as the main training network, performing data enhancement on an original image to obtain an enhanced image; inputting the original image into the main training network, inputting the enhanced image into the auxiliary training network; determining whether an intersection-over-union value of a second prediction frame generated by the auxiliary training network and a target frame is greater than an intersection-over-union value of a first prediction frame generated by the main training network and the target frame; and in response to the intersection-over-union value of the second prediction frame and the target frame being greater than the intersection-over-union value of the first prediction frame and the target frame, replacing the intersection-over-union value of the first prediction frame and the target frame with the intersection-over-union value of the second prediction frame and the target frame.
Public/Granted literature
- US20230177695A1 INSTANCE SEGMENTATION METHOD AND SYSTEM FOR ENHANCED IMAGE, AND DEVICE AND MEDIUM Public/Granted day:2023-06-08
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