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...

Full description

Bibliographic Details

Main Authors:	Misgana Negassi, Diane Wagner, Alexander Reiterer
Format:	Artigo
Language:	Inglês
Published:	MDPI AG 2022-05-01
Series:	Algorithms
Subjects:	data augmentation hyperparameter optimization semantic segmentation
Online Access:	https://www.mdpi.com/1999-4893/15/5/165
Tags:	Add Tag No Tags, Be the first to tag this record!