Automated weed and crop recognition and classification model using deep transfer learning with optimization algorithm

Automated weed and crop recognition and classification model using deep transfer learning with optimization algorithm

Abstract Weeds and crops contribute to a endless resistance for similar assets, which leads to potential declines in crop production and enlarged agricultural expenses. Conventional models of weed control like extensive pesticide use, appear with the hassle of environmental pollution and advancing w...

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Bibliographic Details
Main Authors: K. Gopalakrishnan, R. Sivaraj, M. Vijayakumar
Format: Article
Language:English
Published: Nature Portfolio 2025-08-01
Series:Scientific Reports
Subjects:
Weed recognition
Lemrus optimization algorithm
Transfer learning
Image pre-processing
Segmentation
Online Access:https://doi.org/10.1038/s41598-025-15275-3
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https://doi.org/10.1038/s41598-025-15275-3

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