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

P, Jayapriya; S, Hemalatha

Brossura

ISBN 10: 620747189X ISBN 13: 9786207471898

Casa editrice: LAP LAMBERT Academic Publishing, 2024

Riassunto

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.

Dettagli dell'edizione

• Editore: LAP LAMBERT Academic Publishing
• Data di pubblicazione: 2024
• Lingua: Inglese
• ISBN 10: 620747189X
• ISBN 13: 9786207471898
• Rilegatura: Copertina flessibile
• Numero di pagine: 224
• Contatto del produttore: non disponibile
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