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Optimization of CNN through Novel Training Strategy for Visual Classification Problems

The convolution neural network (CNN) has achieved state-of-the-art performance in many computer vision applications e.g., classification, recognition, detection, etc. However, the global optimization of CNN training is still a problem. Fast classification and training play a key role in the developm...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Veröffentlicht in:Entropy (Basel)
Hauptverfasser: Rehman, Sadaqat ur, Tu, Shanshan, Rehman, Obaid ur, Huang, Yongfeng, Magurawalage, Chathura M. Sarathchandra, Chang, Chin-Chen
Format: Artigo
Sprache:Inglês
Veröffentlicht: MDPI 2018
Schlagworte:
Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC7512808/
https://ncbi.nlm.nih.gov/pubmed/33265381
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e20040290
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