{"id":6538,"date":"2024-03-11T15:19:29","date_gmt":"2024-03-11T14:19:29","guid":{"rendered":"https:\/\/edihadria.eu\/?page_id=6538"},"modified":"2024-10-21T16:38:11","modified_gmt":"2024-10-21T14:38:11","slug":"primjena-racunalnog-vida-i-duboko-ucenje-za-povecanje-sigurnosti-i-nadzor-podrucja","status":"publish","type":"page","link":"https:\/\/edihadria.eu\/en\/primjena-racunalnog-vida-i-duboko-ucenje-za-povecanje-sigurnosti-i-nadzor-podrucja\/","title":{"rendered":"Application of computer vision and deep learning to increase security and surveillance of the area"},"content":{"rendered":"
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Title of education<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\t\t\tApplication of computer vision and deep learning to increase security and surveillance of the area\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tComputer vision is an area of artificial intelligence that allows computers to interpret and understand the visual world. Computers with the help of algorithms and deep learning models can classify images, detect and identify objects in images and video, and track them, recognize their activities and react to them.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t
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Content of the training:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\t\t\tComputer vision in artificial intelligence is dedicated to the development of automated systems that, using deep and machine learning algorithms and primarily convolutional neural networks and sophisticated software methods, can extract visual data from images and videos and analyze and interpret them in the same way as humans do. Computer vision requires huge amounts of information on which a machine learning system with the help of pre-programmed algorithms can automatically learn and repeat data analysis until it achieves a satisfactory solution in tasks such as calling objects in an image and does not begin to perceive an image like a human. The lecture and the practical part will give examples of deep convolutional neural networks with emphasis on the YOLO family that include the analysis of images taken by drone during search and rescue operations, and images taken at night with thermal Flir camera to detect the movement of people at night in the protected area.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Duration: 4h<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Contractor: Prof. dr. sc. Marina Iva\u0161i\u0107-Kos \/ Kristina Host, Faculty of Informatics and Digital Technologies Rijeka<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\n\t\t\t\t\t\t\t\t\tLocation: Hall O-359, Faculty of Informatics and Digital Technology, Radmile Matej\u010di\u0107 2, 51000 Rijeka + Online\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tTerm: 18.4.2024, 12.00 \u2013 16.00\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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Log in<\/a><\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t<- return<\/a><\/span>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"

The application of computer vision and deep learning to increase security and control the areaComputer vision is an area of artificial intelligence that allows computers to interpret and understand the visual world. Computers with the help of algorithms and deep learning models can classify images, detect and identify objects in images and videos, and track them, recognize their activities and react [...]<\/p>","protected":false},"author":14,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-6538","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"\nPrimjena ra\u010dunalnog vida i duboko u\u010denje za pove\u0107anje sigurnosti i nadzor podru\u010dja<\/title>\n<meta name=\"description\" content=\"EDIH Adria (European Digital Innovation HUB), projekt financiran iz programa Digitalna Europa i Nacionalnog plana oporavka i otpornosti \u010diji je glavni cilj omogu\u0107avanje malim poduzetnicima i jedinicama lokalne samouprave ubrzanje procesa digitalizacije njihovih organizacija, pospje\u0161ivanje inovacijskog procesa, stvaranje prilika za 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