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Cocopal - A Deep Learning Based Intelligent System to Certify and Standardize the Quality of Coconut Based Products

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dc.contributor.authorGunawardana, K.H.R.
dc.contributor.authorDeshan, M.P.N.
dc.contributor.authorHemachandra, M.G.S.P.
dc.contributor.authorGanegoda, D
dc.contributor.authorHettiarachchi, N. M
dc.contributor.authorWeerasinghe, L
dc.date.accessioned2023-03-09T10:04:13Z
dc.date.available2023-03-09T10:04:13Z
dc.date.issued2022-12-09
dc.description.abstractThe procedure of certifying and standardizing the quality of the coconut-based products is done manually in Sri Lanka at precent. It is a time consuming and labor-intensive task and is conducted by experts. In most cases, the quality is decided solely by visual inspections by buyers and suppliers, with no scientific basis. The paper reports the capacity of bringing modern technology solutions such as Artificial Intelligence (AI), Machine Learning (ML), Image Processing (IP), and decentralized storage to aid in the certification and standardization of the quality of raw materials.Results showed that the accuracy of the proposed system is in the 86% to 90% range and showed that this technique could beimproved and used as an alternative to manual techniques.en_US
dc.identifier.citationK. H. R. Gunawardana, M. P. N. Deshan, M. G. S. P. Hemachandra, D. Ganegoda, N. M. Hettiarachchi and L. Weerasinghe, "Cocopal - A Deep Learning Based Intelligent System to Certify and Standardize the Quality of Coconut Based Products," 2022 4th International Conference on Advancements in Computing (ICAC), Colombo, Sri Lanka, 2022, pp. 470-475, doi: 10.1109/ICAC57685.2022.10025099.en_US
dc.identifier.doi10.1109/ICAC57685.2022.10025099en_US
dc.identifier.isbn979-8-3503-9809-0
dc.identifier.urihttps://rda.sliit.lk/handle/123456789/3353
dc.language.isoenen_US
dc.publisherIEEEen_US
dc.relation.ispartofseries2022 4th International Conference on Advancements in Computing (ICAC);
dc.subjectCocopalen_US
dc.subjectDeep Learningen_US
dc.subjectIntelligent Systemen_US
dc.subjectCertifyen_US
dc.subjectStandardizeen_US
dc.subjectQualityen_US
dc.subjectCoconut Based Productsen_US
dc.titleCocopal - A Deep Learning Based Intelligent System to Certify and Standardize the Quality of Coconut Based Productsen_US
dc.typeArticleen_US
dspace.entity.typePublication

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