Smart(Sampling)Augment: Optimal and Efficient Data Augmentation for Semantic Segmentation

Data augmentation methods enrich datasets with augmented data to improve the performance of neural networks. Recently, automated data augmentation methods have emerged, which automatically design augmentation strategies. The existing work focuses on image classification and object detection, whereas...

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Bibliographic Details
Main Authors: Misgana Negassi, Diane Wagner, Alexander Reiterer
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Algorithms
Subjects:
Online Access:https://www.mdpi.com/1999-4893/15/5/165