CISA: Context Substitution for Image Semantics Augmentation

CISA: Context Substitution for Image Semantics Augmentation

Large datasets catalyze the rapid expansion of deep learning and computer vision. At the same time, in many domains, there is a lack of training data, which may become an obstacle for the practical application of deep computer vision models. To overcome this problem, it is popular to apply image aug...

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Bibliographic Details
Main Authors: Sergey Nesteruk, Ilya Zherebtsov, Svetlana Illarionova, Dmitrii Shadrin, Andrey Somov, Sergey V. Bezzateev, Tatiana Yelina, Vladimir Denisenko, Ivan Oseledets
Format: Article
Language:English
Published: MDPI AG 2023-04-01
Series:Mathematics
Subjects:
image augmentation
computer vision
data collection
image retrieval
image generation
few-shot learning
Online Access:https://www.mdpi.com/2227-7390/11/8/1818

Internet

https://www.mdpi.com/2227-7390/11/8/1818

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