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Using a region-based convolutional neural network (R-CNN) for potato segmentation in a sorting process

Jaka Verk, Jernej Hernavs, Simon Klančnik

Izvirni znanstveni članek

Oznake: segmentacija slike;sortiranje krompirja;nevronske mreže;maska RCNN;odkrivanje predmetov;proizvodni procesi;strojno učenje;umetna inteligenca;image segmentation;potato sorting;neural network;mask RCNN;object detection;production process;machine learning;AI;

This study focuses on the segmentation part in the development of a potato-sorting system that utilizes camera input for the segmentation and classification of potatoes. The key challenge addressed is the need for efficient segmentation to allow the sorter to handle a higher volume of potatoes simul ...

Leto: 2025 Vir: Fakulteta za strojništvo (UM FS)

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