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Enhancing Pharmaceutical Inspection through Poisson Image Editing Techniques
dc.rights.license | All rights reserved | en_US |
dc.contributor.advisor | Zaharov, Viktor | |
dc.contributor.author | Pérez Pérez, Christian O. | |
dc.date.accessioned | 2024-10-10T15:40:41Z | |
dc.date.available | 2024-10-10T15:40:41Z | |
dc.date.issued | 2024 | |
dc.identifier.citation | Pérez Pérez, C. O. (2024). Enhancing Pharmaceutical Inspection through Poisson Image Editing Techniques [Unpublished manuscript]. Graduate School, Polytechnic University of Puerto Rico. | en_US |
dc.identifier.uri | https://hdl.handle.net/20.500.12475/2763 | |
dc.description | Design Project Article for the Graduate Programs at Polytechnic University of Puerto Rico | en_US |
dc.description.abstract | This research explores the application of Poisson image editing techniques for enhancing the dataset quality in the detection of defects within pharmaceutical products. The focus is on addressing common defect types that compromise product integrity and safety. By employing Poisson image editing, the researcher aim to improve the accuracy and efficiency of machine learning models used in pharmaceutical quality control. The outcomes indicated substantial enhancements in detecting and classifying defects, thereby promising to elevate the standards of pharmaceutical safety. This study not only underscores the value of advanced image editing in quality assurance processes, but also encourages further exploration into its potential across various aspects of pharmaceutical manufacturing and inspection. Key Terms- Data Augmentation, Image Blending, Pharmaceutical Vials, Quality Assurance. | en_US |
dc.language.iso | en | en_US |
dc.publisher | Polytechnic University of Puerto Rico | en_US |
dc.relation.ispartof | Electrical Engineering Program; | |
dc.relation.ispartofseries | Spring-2024; | |
dc.relation.haspart | San Juan | en_US |
dc.subject.lcsh | Polytechnic University of Puerto Rico--Graduate students--Research | en_US |
dc.subject.lcsh | Polytechnic University of Puerto Rico--Graduate students--Posters | en_US |
dc.subject.lcsh | Polytechnic University of Puerto Rico--Subject headings--Unassigned | en_US |
dc.title | Enhancing Pharmaceutical Inspection through Poisson Image Editing Techniques | en_US |
dc.type | Article | en_US |
dc.rights.holder | Polytechnic University of Puerto Rico, Graduate School | en_US |
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Artículos de Proyectos de Ingeniería Eléctrica