Vision-based apple quality grading with multi-view spatial network

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Xiao Shi, Xiujuan Chai, Chenxue Yang, Xue Xia, Tan Sun

Published: 01 Jan 2022, Last Modified: 05 Feb 2025Comput. Electron. Agric. 2022EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Describing overall features by capturing apple images from multiple perspectives.•Lightweight CNN helps model more practical.•Aggregating spatial apple features is realized by bilateral long short-term memory.•The performance and efficiency are far excellent with a 99.23% accuracy.