{"id":7349,"date":"2022-03-09T14:19:06","date_gmt":"2022-03-09T13:19:06","guid":{"rendered":"https:\/\/oikon.hr\/edda-project-development-of-ai-software-for-efficient-humanitarian-aid-in-disaster-areas\/"},"modified":"2022-03-09T14:25:26","modified_gmt":"2022-03-09T13:25:26","slug":"edda-project-development-of-ai-software-for-efficient-humanitarian-aid-in-disaster-areas","status":"publish","type":"post","link":"https:\/\/oikon.hr\/hr\/edda-project-development-of-ai-software-for-efficient-humanitarian-aid-in-disaster-areas\/","title":{"rendered":"Projekt EDDA: Razvoj AI softvera za u\u010dinkovitu humanitarnu pomo\u0107 u podru\u010djima prirodne katastrofe"},"content":{"rendered":"\n<figure class=\"wp-block-image size-wordpress-medium-gallery\"><img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"250\" src=\"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2022\/03\/Petrinja_primjer-500x250.jpg\" alt=\"\" class=\"wp-image-7340\"\/><\/figure>\n\n\n\n<p>9. o\u017eujka 2022. \u2013 U katastrofi, bilo da se radi o potresu, poplavi ili uraganu, svaka sekunda je va\u017ena kako bi humanitarna pomo\u0107 do\u0161la do onih kojima je potrebna. Ekipe civilne za\u0161tite i humanitarne pomo\u0107i pod ogromnim su vremenskim pritiskom kako bi se sna\u0161le u devastiranim podru\u010djima i pomogle potrebitima, u \u0161to smo se uvjerili i kod nedavnih razornih potresa koji su pogodili Zagreb i Petrinju. Kako bi humanitarna pomo\u0107 bila u\u010dinkovitija i ubrzala obnovu stabilne infrastrukture, <strong>Oikon se udru\u017eio s vode\u0107im njema\u010dkim institutom za industrijsku matematiku \u2013 Fraunhofer ITWM kako bi razvio softver koji koristi umjetnu inteligenciju (AI) za automatsku analizu snimaka bespilotnih letjelica u stvarnom vremenu.<\/strong><\/p>\n\n\n\n<p>U analizama posljedica katastrofe, procjenama prouzro\u010dene \u0161tete i broja pogo\u0111enih ljudi \u010desto se koriste satelitske snimke. Me\u0111utim, zbog specifi\u010dnosti daljinskog istra\u017eivanja pomo\u0107u satelita, potrebno je puno vremena da se ti podaci prikupe, obrade i analiziraju, a svaka je sekunda dragocjena. Za odre\u0111ivanje te\u0161ko pogo\u0111enih podru\u010dja koja zahtijevaju neposrednu pomo\u0107 i pronalaske mogu\u0107ih putova spa\u0161avanja, potrebne su brze metode in-situ snimanja. Pomo\u0107 mo\u017ee biti poslana u slabo naseljena podru\u010dja, dok na drugim podru\u010djima ljudi uzalud \u010dekaju pomo\u0107 koja im mo\u017ee spasiti \u017eivote. Neke humanitarne organizacije, poput Svjetskog programa za hranu Ujedinjenih naroda (WFP), stoga koriste bespilotne letjelice za snimanje kriznog podru\u010dja iz zraka. Prvi timovi na lokaciji potom pregledavaju stotine fotografija i spajaju ih kako bi stvorili cjelokupnu sliku. To traje satima, pa se gubi dragocjeno vrijeme prije nego \u0161to spasila\u010dki timovi s opremom i zalihama stignu na odredi\u0161te.<\/p>\n\n\n\n<p>Oikon i Fraunhofer ITWM zajedni\u010dki razvijaju softver za obradu snimaka iz zraka pomo\u0107u ra\u010dunalnog vida i GIS algoritama koji znanstvenicima poma\u017eu u ubrzavanju procjena snimaka dronom, kako obja\u0161njava <strong>Markus Rauhut, voditelj Odjela za obradu slika u institutu Fraunhofer ITWM<\/strong>: \u201eRazvijamo softver koji koristi umjetnu inteligenciju za automatsku procjenu snimaka dronom u stvarnom vremenu. Zove se EDDA (U\u010dinkovita humanitarna pomo\u0107 putem inteligentne analize slike). Budu\u0107i da \u0107e raditi bez internetske veze i na standardnim prijenosnim ra\u010dunalima, aplikacija \u0107e raditi i u devastiranim podru\u010djima bez infrastrukture.&#8221;<\/p>\n\n\n\n<figure class=\"wp-block-gallery columns-1 is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\"><ul class=\"blocks-gallery-grid\"><li class=\"blocks-gallery-item\"><figure><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"845\" src=\"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2022\/03\/EDDA_layer_overview.jpg\" alt=\"\" data-id=\"7342\" data-full-url=\"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2022\/03\/EDDA_layer_overview.jpg\" data-link=\"https:\/\/oikon.hr\/?attachment_id=7342\" class=\"wp-image-7342\" srcset=\"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2022\/03\/EDDA_layer_overview.jpg 1536w, https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2022\/03\/EDDA_layer_overview-300x165.jpg 300w, https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2022\/03\/EDDA_layer_overview-1024x563.jpg 1024w, https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2022\/03\/EDDA_layer_overview-150x83.jpg 150w, https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2022\/03\/EDDA_layer_overview-768x423.jpg 768w\" sizes=\"auto, (max-width: 1536px) 100vw, 1536px\" \/><\/figure><\/li><\/ul><\/figure>\n\n\n\n<p>Potpuno automatizirana analiza sastoji se od algoritama za obradu slike i GIS transformacija u kombinaciji s dva modela dubokog u\u010denja, modelom segmentacije gra\u0111evine i modelom klasifikacije o\u0161te\u0107enja gra\u0111evine. Model segmentacije gra\u0111evine je FPN mre\u017ea s okosnicom Efficientnet-b2 obu\u010denom na kombinaciji podataka iz Open Cities AI Challenge i SpaceNet 4: Off-Nadir Buildings skupova podataka. Klasifikacija o\u0161te\u0107enja zgrada predvi\u0111a se kori\u0161tenjem VGG 16 mre\u017ee obu\u010dene na podacima prikupljenim i ozna\u010denim tijekom radionice daljinskog istra\u017eivanja WFP-a u Mozambiku. Ovi se modeli trenuta\u010dno pobolj\u0161avaju i integriraju u softver koji je brz i jednostavan za kori\u0161tenje. Kako bi se to postiglo, softversko rje\u0161enje EDDA koristi prethodnu obradu slike, naknadnu obradu GIS-a i vizualizaciju podataka.<\/p>\n\n\n\n<p>Dodatno, ono \u0161to EDDA softver \u010dini jedinstvenim je na\u010din na koji se obu\u010deni modeli mogu ugraditi. Definiranjem minimalnog primjera rada i potrebnih inputa, model se mo\u017ee pokrenuti kroz aplikaciju na pregledniku, a rezultati vizualizirati u geografskom okru\u017eenju, pri \u010demu je ve\u0107ina koraka naknadne obrade ve\u0107 implementirana, u\u010dinkovito karakteriziraju\u0107i aplikaciju kao modularnu.<\/p>\n\n\n\n<p>\u201cCilj projekta EDDA je razviti jednostavan i lagan sustav za dobivanje vrijednih informacija s pogo\u0111enih podru\u010dja za planiranje logistike. Ideja je koristiti bespilotne letjelice za snimanje podru\u010dja katastrofe i kori\u0161tenje snimaka za izradu ortofoto podloga kao ulaznih podataka za EDDA aplikaciju, koja zatim otkriva uni\u0161tenu infrastrukturu i daje procjenu o tome koliko je ljudi u opasnosti, odre\u0111uje podru\u010dja visokog rizika na temelju materijalne \u0161tete i prikazuje ih na karti. To je spasila\u010dkim i humanitarnim ekipama vrlo korisno za odabir prioritetnih podru\u010dja i planiranje logistike\u201d, obja\u0161njava <strong>Branimir Radun, voditelj Zavoda za upravljanje prirodnim resursima u Oikonu<\/strong>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1536\" height=\"847\" src=\"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2022\/03\/EDDA_predictions.jpg\" alt=\"\" class=\"wp-image-7344\" srcset=\"https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2022\/03\/EDDA_predictions.jpg 1536w, https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2022\/03\/EDDA_predictions-300x165.jpg 300w, https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2022\/03\/EDDA_predictions-1024x565.jpg 1024w, https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2022\/03\/EDDA_predictions-150x83.jpg 150w, https:\/\/oikon.hr\/cms\/wp-content\/uploads\/2022\/03\/EDDA_predictions-768x424.jpg 768w\" sizes=\"auto, (max-width: 1536px) 100vw, 1536px\" \/><\/figure>\n\n\n\n<p>Fraunhoferov tim analizira i prilago\u0111ava algoritme za obradu slike, dok je Oikonov tim razvio aplikaciju koja te algoritme pokre\u0107e. U svim razvojnim procesima i testiranjima sudjelovao je i WFO.<\/p>\n\n\n\n<p>Prototip je spreman i u fazi je testiranja. Trenuta\u010dno pru\u017ea pouzdane informacije o stanju gra\u0111evina na podru\u010dju prirodne katastrofe, a budu\u0107i razvoj usmjeren je na pro\u0161irenje analize na druge elemente infrastrukture kao \u0161to su ceste i mostovi. O\u010dekuje se da \u0107e softver biti spreman za kori\u0161tenje do kraja ove godine.<\/p>\n\n\n\n<p>Projekt EDDA podr\u017eava Zaklada Fraunhofer i kao projekt dru\u0161tveno-odgovornog poslovanja nije komercijalne prirode. Softver \u0107e biti doniran WFO-u i nekoliko drugih timova za hitne slu\u010dajeve i humanitarnim organizacijama diljem svijeta.<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>9. o\u017eujka 2022. \u2013 U katastrofi, bilo da se radi o potresu, poplavi ili uraganu, svaka sekunda je va\u017ena kako bi humanitarna pomo\u0107 do\u0161la do onih kojima je potrebna. Ekipe civilne za\u0161tite i humanitarne pomo\u0107i pod ogromnim su vremenskim pritiskom kako bi se sna\u0161le u devastiranim podru\u010djima i pomogle potrebitima, u \u0161to smo se uvjerili &hellip; <a href=\"https:\/\/oikon.hr\/hr\/edda-project-development-of-ai-software-for-efficient-humanitarian-aid-in-disaster-areas\/\">Saznajte vi\u0161e<\/a><\/p>\n","protected":false},"author":2,"featured_media":7345,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[798],"tags":[1900,1897,1898,1899,835,931],"class_list":["post-7349","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-vijesti","tag-automatska-analiza-snimaka-dronom","tag-edda-hr","tag-edda-project-hr","tag-fraunhofer-itwm-2-hr","tag-oikon-hr","tag-remote-sensing-hr"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.0 - 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