An Integrated Lightweight Neural Network Design and FPGA-Accelerated Edge Computing for Chili Pepper Variety and Origin Identification via an E-Nose

An Integrated Lightweight Neural Network Design and FPGA-Accelerated Edge Computing for Chili Pepper Variety and Origin Identification via an E-Nose

A chili pepper variety and origin detection system that integrates a field-programmable gate array (FPGA) with an electronic nose (e-nose) is proposed in this paper to address the issues of variety confusion and origin ambiguity in the chili pepper market. The system uses the AIRSENSE PEN3 e-nose fr...

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Bibliographic Details
Main Authors: Ziyu Guo, Yong Yin, Haolin Gu, Guihua Peng, Xueya Wang, Ju Chen, Jia Yan
Format: Article
Language:English
Published: MDPI AG 2025-07-01
Series:Foods
Subjects:
e-nose
FPGA-accelerated
lightweight CNN
chili pepper
variety identification
origin tracing
Online Access:https://www.mdpi.com/2304-8158/14/15/2612
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