Deep Learning with Neural Networks: A practitioner's guide - Couverture souple

P, Jayapriya; S, Hemalatha

 
9786207471898: Deep Learning with Neural Networks: A practitioner's guide
Couverture souple
ISBN 10 : 620747189X ISBN 13 : 9786207471898
Editeur : LAP LAMBERT Academic Publishing, 2024

Synopsis

Plant diseases and pests are important factors determining the yield and quality of plants. Plant diseases and pests identification can be carried out by means of digital image processing. In recent years, deep learning has made breakthroughs in the field of digital image processing, far superior to traditional methods. How to use deep learning technology to study plant diseases and pests identification has become a research issue of great concern to researchers. This book provides a definition of plant diseases and pests detection problem, puts forward a comparison with traditional plant diseases and pests detection methods. According to the difference of network structure, this study outlines the research on plant diseases and pests detection based on deep learning in recent years from three aspects of classification network, detection network and segmentation network, and the advantages and disadvantages of each method are summarized.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2024
Langue
anglais
ISBN 10 
620747189X
ISBN 13 
9786207471898
Reliure
Broché
Nombre de pages
224
Coordonnées du fabricant
non disponible
Personne responsable
non disponible