Instance Segmentation Based on Improved Self-Adaptive Normalization

The single batch normalization (BN) method is commonly used in the instance segmentation algorithms. The batch size is concerned with some drawbacks. A too small sample batch size leads to a sharp drop in accuracy, but a too large batch may result in the memory overflow of graphic processing units (...

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Bibliographic Details
Main Authors: Sen Yang, Xiaobao Wang, Qijuan Yang, Enzeng Dong, Shengzhi Du
Format: Article
Language:English
Published: MDPI AG 2022-06-01
Series:Sensors
Subjects:
Online Access:https://www.mdpi.com/1424-8220/22/12/4396