Using a Region-Based Convolutional Neural Network (R-CNN) for Potato Segmentation in a Sorting Process

Using a Region-Based Convolutional Neural Network (R-CNN) for Potato Segmentation in a Sorting Process

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...

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Bibliographic Details
Main Authors: Jaka Verk, Jernej Hernavs, Simon Klančnik
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Foods
Subjects:
image segmentation
potato sorting
neural network
mask RCNN
object detection
production process
Online Access:https://www.mdpi.com/2304-8158/14/7/1131
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https://www.mdpi.com/2304-8158/14/7/1131

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