Deep Learning for Agricultural Visual Perception : Crop Pest and Disease Detection 9789819949731, 9789819949724

This monograph provides a detailed and systematic introduction to the application of deep learning technology in the int

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English Pages 224 Year 2023

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Deep Learning for Agricultural Visual Perception : Crop Pest and Disease Detection 9789819949731, 9789819949724

Table of contents :
Cover
Front Matter
1. Introduction
2. Deep Learning Technology
3. Large-Scale Agricultural Pest and Disease Datasets
4. Sampling-Balanced Region Proposal Network for Pest Detection
5. Crop Pest Detection Methods in Field
6. A CNN-Based Arbitrary-Oriented Wheat Disease Detection Method

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