Deep Learning and Continual Learning Techniques for Plant Image Analysis

The research presented in this thesis addresses the application of deep learning on digital images, particularly plant images. The exponential growth of publicly available image datasets, mainly due to the wide accessibility of smartphones and digital cameras, has sparked a surge in deep learning re...

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Bibliographic Details

Main Author:	Younis, Muhammad Sohaib
Contributors:	Seeger, Bernhard (Prof. Dr.) (Thesis advisor)
Format:	Doctoral Thesis
Language:	English
Published:	Philipps-Universität Marburg 2024
Subjects:	Artenerkennung Deep Learning Species Recognition Erkennung von Pflanzenorganen Naturwissenschaften kontinuierliches Lernen Continual Learning Plant Organ Detection Natural sciences & mathematics
Online Access:	PDF Full Text
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