{"id":54564,"date":"2025-07-12T12:14:49","date_gmt":"2025-07-12T06:44:49","guid":{"rendered":"https:\/\/vajiramandravi.com\/current-affairs\/?p=54564"},"modified":"2025-07-12T14:22:33","modified_gmt":"2025-07-12T08:52:33","slug":"machine-vision-based-inspection-system","status":"publish","type":"post","link":"https:\/\/vajiramandravi.com\/current-affairs\/machine-vision-based-inspection-system\/","title":{"rendered":"Machine Vision Based Inspection System"},"content":{"rendered":"<h2><b>Machine Vision Based Inspection System<\/b> <b>Latest News<\/b><\/h2>\n<p><span style=\"font-weight: 400;\">Recently, Indian Railways has signed a Memorandum of Understanding (MoU) with the Dedicated Freight Corridor Corporation of India Limited (DFCCIL) for the installation of Machine Vision Based Inspection System (MVIS).\u00a0<\/span><\/p>\n<h2><b>About Machine Vision Based Inspection System<\/b><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It is a modern, <\/span><b>cutting-edge technology<\/b><span style=\"font-weight: 400;\"> that <\/span><b>uses artificial intelligence<\/b><span style=\"font-weight: 400;\"> to inspect trains in real time.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">The system would revolutionise the way trains are maintained and monitored, offering a smarter, safer, and efficient future for Indian train travel.<\/span><\/li>\n<\/ul>\n<h2><b>Working of Machine Vision Based Inspection System<\/b><\/h2>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It is deployed on a wayside that captures <\/span><b>high-resolution images of the under-gear of moving trains<\/b><span style=\"font-weight: 400;\"> and automatically detects any hanging, loose, or missing components.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">On detecting anomalies, the system <\/span><b>generates real-time alerts<\/b><span style=\"font-weight: 400;\"> to facilitate prompt response and preventive action.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It <\/span><b>combines high-resolution cameras<\/b><span style=\"font-weight: 400;\"> with intelligent software to scan every passing train for signs of wear and tear.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">From detecting hairline cracks and loose fittings to identifying other mechanical abnormalities, the system conducts inspections within seconds, which earlier took hours or even days to complete.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">By catching faults early, the technology prevents potential breakdowns, enhances safety, and helps avoid train delays.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">It will help in <\/span><b>monitoring the health of rolling stock.<\/b><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Advantage:<\/b><span style=\"font-weight: 400;\"> The primary advantage of MVIS is its ability to <\/span><b>carry out consistent monitoring<\/b><span style=\"font-weight: 400;\"> without disrupting regular train services.<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">This initiative also aligns with IR\u2019s broader objective of introducing modern, intelligent systems to the railway ecosystem.\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Significance:<\/b><span style=\"font-weight: 400;\"> The technology is expected to <\/span><b>significantly enhance the safety of train operations,<\/b><span style=\"font-weight: 400;\"> reduce manual inspection efforts and help avoid potential accidents\/service disruptions.<\/span><\/li>\n<\/ul>\n<p><b>Source: <\/b><a href=\"https:\/\/www.pib.gov.in\/PressReleasePage.aspx?PRID=2143819\" target=\"_blank\" rel=\"nofollow noopener\"><b>PIB<\/b><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Machine Vision Based Inspection System is a modern, cutting-edge technology that uses artificial intelligence to inspect trains in real time. Read more about Machine Vision Based Inspection System, Purpose, Working, Latest News<\/p>\n","protected":false},"author":24,"featured_media":54583,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[1498,21,22,23],"class_list":{"0":"post-54564","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-upsc-prelims-current-affairs","8":"tag-machine-vision-based-inspection-system","9":"tag-prelims-pointers","10":"tag-upsc-current-affairs","11":"tag-upsc-prelims-current-affairs","12":"no-featured-image-padding"},"acf":[],"_links":{"self":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts\/54564","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/users\/24"}],"replies":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/comments?post=54564"}],"version-history":[{"count":0,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/posts\/54564\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/media\/54583"}],"wp:attachment":[{"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/media?parent=54564"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/categories?post=54564"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/vajiramandravi.com\/current-affairs\/wp-json\/wp\/v2\/tags?post=54564"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}