2023
DOI: 10.4028/p-23rx59
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Crack Detection of Pharmaceutical Vials Using Agglomerative Clustering Technique

Abstract: Pharmaceutical industries remain very profitable but defects in medicine vials are causing losses and adding extra overhead in quality management. In order to minimize these losses and overheads, companies need to find new ways of doing quality management for every vial produced. This paper presents a method for finding cracks on the vials using Agglomerative Clustering Technique. The technique successfully detects all types of cracks on the vials. The algorithm has achieved 100% accuracy in detection of crack… Show more

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