Fast and Accurate Image Feature Detection for On-The-Go Field Monitoring Through Precision Agriculture. Computer Predictive Modelling for Farm Image Detection and Classification with Convolution Neural Network (CNN)

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PhD Thesis (24.24Mb)
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Publication date
2020Author
Abdullahi, Halimatu S.Keyword
Precision agricultureUnmanned aerial vehicle
Computer vision
Machine learning
Remote sensing
Convolution neural networks
Image processing
Classification
Feature detection
Optimisation
Training
Errors
Accuracy
Smart farming
Plant diagnosis
Plant health
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The University of Bradford theses are licenced under a Creative Commons Licence.
Institution
University of BradfordDepartment
Faculty of Engineering and Informatics, School of Electrical Engineering and Computer ScienceAwarded
2020