doi:10.1088/1755-1315/1060/1/012140

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Publication Date

Fri Jul 01 2022

Journal Name

Iop Conference Series: Earth And Environmental Science

Volume

1060

DOI

10.1088/1755-1315/1060/1/012140

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Computer Model Application for Sorting and Grading Citrus Aurantium Using Image Processing and Artificial Neural Network

Mina M.

Hussein A.

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Abstract<p>This study was conducted in College of Science \ Computer Science Department \ University of Baghdad to compare between automatic sorting and manual sorting, which is more efficient and accurate, as well as the use of artificial intelligence in automated sorting, which included artificial neural network, image processing, study of external characteristics, defects and impurities and physical characteristics; grading and sorting speed, and fruits weigh. the results shown value of impurities and defects. the highest value of the regression is 0.40 and the error-approximation algorithm has recorded the value 06-1 and weight fruits fruit recorded the highest value and was 138.20 g, Grading and sorting speed recorded the highest value and was 1.38 minutes.</p>

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