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Deep Learning for Agricultural Visual Perception

Name: Deep Learning for Agricultural Visual Perception
Brand: Springer, Berlin
SKU: 43801891
Price: 164.57 EUR
Availability: InStock
Author: Rujing Wang
ISBN: 9789819949724

Crop Pest and Disease Detection

Rujing Wang

Lin Jiao

Kang Liu

Language

English

Book Hardback

Libristo code: 43801891

Publishers Springer, Berlin, September 2023

This monograph provides a detailed and systematic introduction to the application of deep learning t... Full description

Libristo code: 43801891

398 b

164.57 €

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This monograph provides a detailed and systematic introduction to the application of deep learning technology in the intelligent monitoring of crop diseases and pests. Taking 24 types of crop pests, wheat aphids, and wheat diseases with complex backgrounds as examples, a large-scale crop pest and disease dataset was constructed to provide necessary data support for the deep learning module. Various schemes for identifying and detecting large-scale crop diseases and pests based on deep convolutional neural network technology have also been proposed. This book can be used as a reference for teachers and students majoring in agriculture, computer science, artificial intelligence, intelligent science and technology, and other related fields in higher education institutions. It can also be used as a reference book for researchers in fields such as image processing technology, intelligent manufacturing, and high-tech applications.