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GeoDLS: A Deep Learning-Based Corn Disease Tracking and Location System Using RTK Geolocated UAS Imagery

Deep learning-based solutions for precision agriculture have recently achieved promising results. Deep learning has been used to identify crop diseases at the initial stages of disease development in an effort to create effective disease management systems. However, the use of deep learning and unma...

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Principais autores: Aanis Ahmad, Varun Aggarwal, Dharmendra Saraswat, Aly El Gamal, Gurmukh S. Johal
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2022-08-01
Serier:Remote Sensing
Fag:
deep learning
disease identification
SLIC segmentation
image classification
UAS
web application
Online adgang:https://www.mdpi.com/2072-4292/14/17/4140
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