Instance segmentation method and system for enhanced image, and device and medium

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United States of America Patent

PATENT NO 11748890
APP PUB NO 20230177695A1
SERIAL NO

18011135

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Abstract

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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.

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Patent Owner(s)

Patent OwnerAddress
INSPUR SUZHOU INTELLIGENT TECHNOLOGY CO LTDBUILDING 9 NO 1 GUANPU ROAD GUOXIANG STREET WUZHONG ZONE SUZHOU JIANGSU 215000

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Fan, Baoyu Jiangsu, CN 7 0
Zhang, Runze Jiangsu, CN 11 3
Zhao, Yaqian Jiangsu, CN 28 2

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