Real-time banana freshness grading: A portable end-to-end detection system with high precision

To enhance the efficiency of banana quality management, an automated freshness grading system based on real-time image processing was developed. The system integrates a camera for image acquisition and employs portable edge devices (Nvidia Jetson Orin NX or Jetson TX2) to classify banana freshness i...

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Bibliographic Details

Published in:	Postharvest biology and technology Vol. 231; p. 113904
Main Authors:	Chen, Liangyan, Zhu, Junkang, Gui, Yisong, Liu, Weihua, Zeng, Shan
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.01.2026
Subjects:	Fruit quality Network algorithm Non-destructive YOLO YOLO AI Network algorithm Non-destructive Fruit quality
ISSN:	0925-5214
Online Access:	Get full text
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