Deep Learning for Agricultural Visual Perception: Crop Pest and Disease Detection

by Kang Liu, LIN JIAO, Rujing Wang

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...

• Format: Hardcover
• Language: English
• ISBN: 9819949726
• ISBN13: 9789819949724
• Release Date: September 2023
• Publisher: Springer
• Length: 131 Pages
• Weight: 0.84 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"