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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Veröffentlicht in:	Sensors (Basel, Switzerland) Jg. 22; H. 12; S. 4396
Hauptverfasser:	Yang, Sen, Wang, Xiaobao, Yang, Qijuan, Dong, Enzeng, Du, Shengzhi
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Basel MDPI AG 10.06.2022 MDPI
Schlagworte:	Accuracy Adaptation adaptive weight batch size instance segmentation Methods Neural networks normalized self-adaptive normalization Semantics Weight control
ISSN:	1424-8220, 1424-8220
Online-Zugang:	Volltext
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