An image rendering-based identification method for apples with different growth forms

Jidong Lv,Hao Xu,Liming Xu,Yuwan Gu,Hailong Rong,Ling Zou

Computers and Electronics in Agriculture（2023）

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摘要

•A method for apple growth morphology based on Mask RCNN + PointRend has been proposed.•SPPF structure, CA attention mechanism and PANet are introduced as improvements.•CWD algorithm is used for model distillation to improve the detection speed.

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关键词

Mask RCNN, PointRend, Apples with different growth forms, Instance segmentation

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