Comparative Study of Data Augmentation Strategies for White Blood Cells Classification

The paper is devoted to the study of strategies that can be applied to unbalanced data in solving the task of classifying white blood cells. The main goal of the proposed paper is to determine the best approach to combat data imbalance when working with images of blood cells. Description of classica...

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Bibliographic Details
Main Authors: George Kolokolnikov, Andrey Samorodov
Format: Article
Language:English
Published: FRUCT 2019-11-01
Series:Proceedings of the XXth Conference of Open Innovations Association FRUCT
Subjects:
Online Access:https://fruct.org/publications/fruct25/files/Kol.pdf