{"id":971,"date":"2022-08-06T11:03:14","date_gmt":"2022-08-06T09:03:14","guid":{"rendered":"https:\/\/pekatvision.matosoft.cz\/?p=971"},"modified":"2023-07-25T14:49:55","modified_gmt":"2023-07-25T12:49:55","slug":"completeness-inspection-in-the-pharmaceutical-industry","status":"publish","type":"post","link":"https:\/\/pekatvision.matosoft.cz\/cs\/completeness-inspection-in-the-pharmaceutical-industry","title":{"rendered":"Completeness Inspection in the Pharmaceutical Industry"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">So far we have mostly looked at detecting defects in products. However, this is only one of PEKAT VISION&#8217;s many uses. Besides the fact that it has been successfully applied in industries as diverse as pharmaceutical, food, automotive, semiconductors, or construction materials, for example, it can very well be used in other automation tasks including&nbsp;<strong>product sorting<\/strong>,&nbsp;<strong>vision based robot guidance<\/strong>&nbsp;and&nbsp;<strong>completeness check<\/strong>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/pharmaceutical-technicians-work-sterile-working-conditions-pharmaceutical-factory-scientists-wearing-protective-clothing-1024x683.jpg\" alt=\"\" class=\"wp-image-1419\" srcset=\"https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/pharmaceutical-technicians-work-sterile-working-conditions-pharmaceutical-factory-scientists-wearing-protective-clothing-1024x683.jpg 1024w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/pharmaceutical-technicians-work-sterile-working-conditions-pharmaceutical-factory-scientists-wearing-protective-clothing-300x200.jpg 300w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/pharmaceutical-technicians-work-sterile-working-conditions-pharmaceutical-factory-scientists-wearing-protective-clothing-768x512.jpg 768w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/pharmaceutical-technicians-work-sterile-working-conditions-pharmaceutical-factory-scientists-wearing-protective-clothing-450x300.jpg 450w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/pharmaceutical-technicians-work-sterile-working-conditions-pharmaceutical-factory-scientists-wearing-protective-clothing-640x427.jpg 640w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/pharmaceutical-technicians-work-sterile-working-conditions-pharmaceutical-factory-scientists-wearing-protective-clothing-116x77.jpg 116w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/pharmaceutical-technicians-work-sterile-working-conditions-pharmaceutical-factory-scientists-wearing-protective-clothing-180x120@2x.jpg 360w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/pharmaceutical-technicians-work-sterile-working-conditions-pharmaceutical-factory-scientists-wearing-protective-clothing-180x120.jpg 180w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/pharmaceutical-technicians-work-sterile-working-conditions-pharmaceutical-factory-scientists-wearing-protective-clothing-89x59.jpg 89w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/pharmaceutical-technicians-work-sterile-working-conditions-pharmaceutical-factory-scientists-wearing-protective-clothing.jpg 1200w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/pharmaceutical-technicians-work-sterile-working-conditions-pharmaceutical-factory-scientists-wearing-protective-clothing-300x200@2x.jpg 600w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/pharmaceutical-technicians-work-sterile-working-conditions-pharmaceutical-factory-scientists-wearing-protective-clothing-450x300@2x.jpg 900w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/pharmaceutical-technicians-work-sterile-working-conditions-pharmaceutical-factory-scientists-wearing-protective-clothing-116x77@2x.jpg 232w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/pharmaceutical-technicians-work-sterile-working-conditions-pharmaceutical-factory-scientists-wearing-protective-clothing-360x240@2x.jpg 720w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/pharmaceutical-technicians-work-sterile-working-conditions-pharmaceutical-factory-scientists-wearing-protective-clothing-89x59@2x.jpg 178w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">In this brief post, let us therefore look at completeness inspection. At the request of two Italian pharmaceutical companies, our Italian partner&nbsp;<a href=\"https:\/\/www.mvc-srl.com\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>MVC s.r.l.<\/strong><\/a>&nbsp;carried out two feasibility studies concerning completeness inspection. In the first one, the number of drug sachets was counted and the presence of a prescription leaflet verified.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">A seemingly easy task was complicated by the highly reflective nature of the material of the sachets and the fact that the sachets were not perfectly parallel to each other and the edges of the sachets were often not straight.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"591\" src=\"https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-sachets-1024x591.png\" alt=\"\" class=\"wp-image-1414\" srcset=\"https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-sachets-1024x591.png 1024w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-sachets-300x173.png 300w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-sachets-768x444.png 768w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-sachets-450x260.png 450w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-sachets-640x370.png 640w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-sachets-116x67.png 116w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-sachets-360x208.png 360w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-sachets-208x120.png 208w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-sachets-102x59.png 102w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-sachets.png 1200w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-sachets-300x173@2x.png 600w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-sachets-450x260@2x.png 900w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-sachets-116x67@2x.png 232w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-sachets-360x208@2x.png 720w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-sachets-208x120@2x.png 416w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-sachets-102x59@2x.png 204w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">The other case concerned verification of the contents of a carton box containing a small glass syrup bottle, a leaflet, and a transparent plastic spoon. Again, several factors made this an apparently easy task a rather complex one. Firstly, one of the items \u2013 the glass bottle \u2013 had to be handled with great care because of its fragility. Secondly, the other objects could be placed in the carton in different positions. And lastly, the transparency of the spoon even made it difficult to see with the naked eye.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"272\" src=\"https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-carton-box-1024x272.png\" alt=\"\" class=\"wp-image-1409\" srcset=\"https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-carton-box-1024x272.png 1024w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-carton-box-300x80.png 300w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-carton-box-768x204.png 768w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-carton-box-450x120.png 450w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-carton-box-640x170.png 640w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-carton-box-116x31.png 116w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-carton-box-360x96.png 360w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-carton-box-222x59.png 222w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-carton-box.png 1200w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-carton-box-300x80@2x.png 600w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-carton-box-450x120@2x.png 900w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-carton-box-116x31@2x.png 232w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-carton-box-360x96@2x.png 720w, https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/06\/MVC-carton-box-222x59@2x.png 444w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">All the above factors ruled out the use of traditional algorithmic methods often used. Instead, MVC s.r.l. chose PEKAT VISION software based on&nbsp;<strong>artificial intelligence<\/strong>&nbsp;(AI) and&nbsp;<strong>deep learning algorithms<\/strong>&nbsp;(DL) together with a high resolution (1920*1200 pixels) camera. Axial diffused light system ensured proper illumination while minimizing reflection. The results of both studies were excellent and once again demonstrated the universal applicability of our software.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">You can learn more about individual studies at MVC s.r.l web pages:&nbsp;<a href=\"https:\/\/www.mvc-srl.com\/packaging-bustine\/\" target=\"_blank\" rel=\"noreferrer noopener\">Verifica del Corretto Contenut 1<\/a>&nbsp;and&nbsp;<a href=\"https:\/\/www.mvc-srl.com\/completezza-contenuto-scatola\/\" target=\"_blank\" rel=\"noreferrer noopener\">Verifica del Corretto Contenut 2<\/a>.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">If you wonder whether PEKAT VISION would solve your specific manufacturing or packaging problem, you can always request a&nbsp;<a href=\"https:\/\/www.pekatvision.com\/demo\" target=\"_blank\" rel=\"noreferrer noopener\">demo<\/a>&nbsp;or&nbsp;<a href=\"https:\/\/www.pekatvision.com\/contact\" target=\"_blank\" rel=\"noreferrer noopener\">contact us<\/a>&nbsp;regarding a feasibility study. Both are free of charge.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Searching for defects, either defined, or previously unseen is not the only use of our software. PEKAT VISION can be applied for vision-based robot guidance, product sorting, or completeness check. In this brief article we will look at completeness inspection for the pharma industry.<\/p>\n","protected":false},"author":1,"featured_media":1127,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-971","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.8 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Completeness Inspection in the Pharmaceutical Industry - PEKAT VISION<\/title>\n<meta name=\"description\" content=\"In this brief article we will look at how our deep-learning software helps in completeness inspection in the pharma industry.\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"cs_CZ\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Completeness Inspection in the Pharmaceutical Industry - 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