CNN based plant disease identification using PYNQ FPGA

This research presents a novel approach for plant disease identification utilizing Convolutional Neural Networks (CNNs) and the PYNQ FPGA platform. The study leverages the parallel processing capabilities of FPGAs to accelerate CNN inference, aiming to enhance the efficiency of plant disease detecti...

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Principais autores:	Vivek Karthick Perumal, Supriyaa T, Santhosh P R, Dhanasekaran S
格式:	Artigo
語言:	Inglês
出版:	Elsevier 2024-12-01
叢編:	Systems and Soft Computing
主題:	CNN Image Processing Plant Disease FPGA PYNQ
在線閱讀:	http://www.sciencedirect.com/science/article/pii/S2772941924000176
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