![\"Vial](\"https:\/\/pekatvision.matosoft.cz\/wp-content\/uploads\/2023\/07\/1920x1080.35-1024x576.jpg\")
<\/figure>\n\n\n\nOnce trained, PEKAT VISION can be integrated into the pharmaceutical manufacturing process. In order to speed up the integration process, PEKAT VISION offers a number of predefined output rules. Once fully integrated, as the vials move along the production line, they pass through a camera system that captures images. Using the trained model, these images are then analyzed in real-time in PEKAT VISION, identifying any vials with incorrect liquid levels. Defective vials can be flagged for further inspection or removal, ensuring that only vials with the correct fluid level reach the market.<\/p>\n\n\n\n
Together with the liquid level inspection, additional checks can be performed, such as detecting the presence of unwanted particles or sediments, as well as cracks and other defects on the vial bodies that could compromise the contents of the vials. In such cases, it is necessary to inspect each vial using multiple cameras from different angles simultaneously and utilize multiple PEKAT VISION modules at the same time.<\/p>\n\n\n\n
Implementing PEKAT VISION\u2019s deep-learning based visual inspection software in these cases offers numerous benefits. The benefits are however not limited to pharmaceutical manufacturing only and include, among others, increased efficiency and cost savings, improved quality control, and enhanced product safety<\/p>\n\n\n\n
If you wonder whether PEKAT VISION can improve your quality control too, please, send us an email<\/a>, request a free demo<\/a>, or a free feasibility study.<\/p>\n","protected":false},"excerpt":{"rendered":" The advancements in deep learning and computer vision have paved the way for automated inspection in pharmaceutical manufacturing. Inspecting the liquid level of vials is one example of its use. This brief article explores the potential of PEKAT VISION in enhancing vial quality control and highlights the benefits it brings to the pharmaceutical manufacturing process.<\/p>\n","protected":false},"author":2,"featured_media":2807,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-2805","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry"],"acf":[],"yoast_head":"\n