Artificial Intelligence of Things (AIoT)

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Detection of plant leaf diseases using sequential convolutional neural network

Elbrus Imanov¹, Abdullahi Abdulkadir Hussein² and Gunay E. Imanova³,    ¹Department of Computer Engineering, Near East University, North Cyprus via Mersin, Turkey,    ²Area of Computer Engineering, Mogadishu, Somali,    ³Azerbaijan State Oil and Industry University, Baku, Azerbaijan

Abstract

This chapter suggests use of the sequential convolutional neuronal network (SCNN) to detect plant leaf diseases. A deep learning architecture trains the proposed model on a collection of plant leaf pictures with disease classifications. The model is evaluated against a set of metrics, including accuracy and memory, in order to measure its effectiveness. It is demonstrated that ...