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Three deep learning models that together form a complete mango disease management system designed for smartphone deployment at zero cost to the farmer are presented.
Small and Medium Enterprises (SMEs) increasingly require affordable automation solutions to remain competitive in modern manufacturing. However, the adoption of industrial robotic systems is often constrained by high acquisition costs, complex programming, and limited adaptability. This paper presents the design, contr...
Federated learning with Gaussian differential privacy noise across five simulated IoMT nodes is implemented and a novel negative finding is reported: Batch Normalisation is incompatible with FedAvg weight averaging under DP noise because the averaged population statistics become incoherent, collapsing global accuracy t...
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