{"id":36276,"date":"2019-10-31T22:10:37","date_gmt":"2019-10-31T19:10:37","guid":{"rendered":"https:\/\/prohoster.info\/blog\/poyavilas-utilita-dlya-udaleniya-dvizhushhihsya-obektov-s-video\/"},"modified":"2019-10-31T22:10:37","modified_gmt":"2019-10-31T19:10:37","slug":"poyavilas-utilita-dlya-udaleniya-dvizhushhihsya-obektov-s-video","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sk\/blog\/news\/poyavilas-utilita-dlya-udaleniya-dvizhushhihsya-obektov-s-video","title":{"rendered":"Objavila sa utilita na odstr\u00e1nenie pohybuj\u00facich sa objektov z videa","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Dnes u\u017e pre mnoh\u00fdch nie je probl\u00e9mom odstr\u00e1nenie ru\u0161iv\u00e9ho prvku z fotografie. Z\u00e1kladn\u00e9 zru\u010dnosti v pr\u00e1ci s Photoshopom alebo m\u00f3dne dnes neur\u00f3nov\u00e9 siete m\u00f4\u017eu probl\u00e9m vyrie\u0161i\u0165. Av\u0161ak v pr\u00edpade videa je situ\u00e1cia komplikovanej\u0161ia, preto\u017ee je potrebn\u00e9 spracova\u0165 minim\u00e1lne 24 sn\u00edmok za sekundu videa.<\/p>\n

\"Objavila<\/p>\n

A tu na GitHub sa objavila<\/a><\/noindex> n\u00e1stroj, ktor\u00fd automatizuje tieto \u010dinnosti a umo\u017e\u0148uje odstr\u00e1ni\u0165 ak\u00e9ko\u013evek pohybuj\u00face sa objekty z videa. Sta\u010d\u00ed jednoducho vyzna\u010di\u0165 nadbyto\u010dn\u00fd objekt r\u00e1m\u010dekom pomocou kurzora, a syst\u00e9m urob\u00ed v\u0161etko ostatn\u00e9. N\u00e1stroj sa naz\u00fdva priamo\u010diaro - video-object-removal. Av\u0161ak v jeho z\u00e1kladoch le\u017eia pokro\u010dil\u00e9 technol\u00f3gie.<\/p>\n

Syst\u00e9m pou\u017e\u00edva neur\u00f3nov\u00fa sie\u0165, ktor\u00e1 spracov\u00e1va video sn\u00edmku po sn\u00edmke, nahr\u00e1dzaj\u00fac zbyto\u010dn\u00fd objekt alebo osobu pozad\u00edm. Program dok\u00e1\u017ee meni\u0165 a\u017e 55 sn\u00edmok za sekundu, dopl\u0148uj\u00fac pozadie na z\u00e1klade okolit\u00fdch obr\u00e1zkov. Hoci pri bli\u017e\u0161om poh\u013eade je jasn\u00e9, \u017ee met\u00f3da odstra\u0148ovania objektov \u010faleko nie je ide\u00e1lna, v\u00fdsledky s\u00fa impozantn\u00e9.<\/p>\n

<\/center><\/p>\n

Na niektor\u00fdch sn\u00edmkach je vidno, \u017ee na mieste \u201eodstr\u00e1nen\u00e9ho\u201c \u010dloveka zost\u00e1va prieh\u013eadn\u00e1 alebo poloprieh\u013eadn\u00e1 fant\u00f3mov\u00e1 stopa. Ide o to, \u017ee syst\u00e9m analyzuje len dostupn\u00e9 pozadie a zatia\u013e nie v\u017edy dok\u00e1\u017ee adekv\u00e1tne dopln\u00ed\u0165 jeho detaily. Z\u00e1le\u017e\u00ed to na zlo\u017eitosti pozadia - \u010d\u00edm je jednoduch\u0161ie a homog\u00e9nnej\u0161ie, t\u00fdm lep\u0161\u00ed je kone\u010dn\u00fd v\u00fdsledok.<\/p>\n

Na testovanie sa pou\u017e\u00edval opera\u010dn\u00fd syst\u00e9m Ubuntu 16.04, Python 3.5, Pytorch 0.4.0, CUDA 8.0 a spracovanie prebiehalo na grafickej karte NVIDIA GeForce GTX 1080 Ti. Samotn\u00e9 zdrojov\u00e9 k\u00f3dy s\u00fa open source a m\u00f4\u017eu by\u0165 pou\u017e\u00edvan\u00e9 v\u0161etk\u00fdmi. Z\u00e1rove\u0148 upozor\u0148ujeme, \u017ee t\u00e1to technol\u00f3gia m\u00f4\u017ee by\u0165 zneu\u017e\u00edvan\u00e1 na zl\u00e9 \u00famysly. Napr\u00edklad na \"skrytie\" poru\u0161enia pravidiel cestnej prem\u00e1vky alebo in\u00fdch trestn\u00fdch \u010dinov zachyten\u00fdch na kamer\u00e1ch.<\/p>\n

<\/p>\n

<\/center><\/p>\n

\t\t\t\t


\n\t\t\t\t\t\t\t\t<\/center>
Zdroj: 3dnews.ru<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

\u041d\u0430 \u0441\u0435\u0433\u043e\u0434\u043d\u044f\u0448\u043d\u0438\u0439 \u0434\u0435\u043d\u044c \u0434\u043b\u044f \u043c\u043d\u043e\u0433\u0438\u0445 \u0443\u0436\u0435 \u043d\u0435 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u043e\u0439 \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u0435 \u043c\u0435\u0448\u0430\u044e\u0449\u0435\u0433\u043e \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430 \u0441 \u0444\u043e\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0438. \u0411\u0430\u0437\u043e\u0432\u044b\u0435 \u043d\u0430\u0432\u044b\u043a\u0438 \u0440\u0430\u0431\u043e\u0442\u044b \u0432 Photoshop \u0438\u043b\u0438 \u043c\u043e\u0434\u043d\u044b\u0435 \u0441\u0435\u0433\u043e\u0434\u043d\u044f \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438 \u043c\u043e\u0433\u0443\u0442 \u0440\u0435\u0448\u0438\u0442\u044c \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0443. \u041e\u0434\u043d\u0430\u043a\u043e \u0432 \u0441\u043b\u0443\u0447\u0430\u0435 \u0441 \u0432\u0438\u0434\u0435\u043e \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u044f \u043e\u0441\u043b\u043e\u0436\u043d\u044f\u0435\u0442\u0441\u044f, \u0432\u0435\u0434\u044c \u043d\u0443\u0436\u043d\u043e \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u043c\u0438\u043d\u0438\u043c\u0443\u043c 24 \u043a\u0430\u0434\u0440\u0430 \u043d\u0430 \u043e\u0434\u043d\u0443 \u0441\u0435\u043a\u0443\u043d\u0434\u0443 \u0432\u0438\u0434\u0435\u043e. \u0418 \u0432\u043e\u0442 \u043d\u0430 Github \u043f\u043e\u044f\u0432\u0438\u043b\u0430\u0441\u044c \u0443\u0442\u0438\u043b\u0438\u0442\u0430, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u0443\u0435\u0442 \u044d\u0442\u0438 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044f \u0443\u0434\u0430\u043b\u044f\u0442\u044c […]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":27136,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-36276","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\n","aioseo_head_json":{"title":"\ud83e\udd47Objavila sa utilita na odstr\u00e1nenie pohybuj\u00facich sa objektov z videa | ProHoster","description":"Dnes u\u017e pre mnoh\u00fdch nie je probl\u00e9mom odstr\u00e1nenie ru\u0161iv\u00e9ho prvku z fotografie. Z\u00e1kladn\u00e9 zru\u010dnosti v pr\u00e1ci s Photoshopom alebo m\u00f3dne dnes neur\u00f3nov\u00e9 siete m\u00f4\u017eu probl\u00e9m vyrie\u0161i\u0165.","canonical_url":"https:\/\/prohoster.info\/sk\/blog\/news\/poyavilas-utilita-dlya-udaleniya-dvizhushhihsya-obektov-s-video","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"sk_SK","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47\u041f\u043e\u044f\u0432\u0438\u043b\u0430\u0441\u044c \u0443\u0442\u0438\u043b\u0438\u0442\u0430 \u0434\u043b\u044f \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u044f \u0434\u0432\u0438\u0436\u0443\u0449\u0438\u0445\u0441\u044f \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432 \u0441 \u0432\u0438\u0434\u0435\u043e | ProHoster","og:description":"\u041d\u0430 \u0441\u0435\u0433\u043e\u0434\u043d\u044f\u0448\u043d\u0438\u0439 \u0434\u0435\u043d\u044c \u0434\u043b\u044f \u043c\u043d\u043e\u0433\u0438\u0445 \u0443\u0436\u0435 \u043d\u0435 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u043e\u0439 \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u0435 \u043c\u0435\u0448\u0430\u044e\u0449\u0435\u0433\u043e \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0430 \u0441 \u0444\u043e\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u0438. \u0411\u0430\u0437\u043e\u0432\u044b\u0435 \u043d\u0430\u0432\u044b\u043a\u0438 \u0440\u0430\u0431\u043e\u0442\u044b \u0432 Photoshop \u0438\u043b\u0438 \u043c\u043e\u0434\u043d\u044b\u0435 \u0441\u0435\u0433\u043e\u0434\u043d\u044f \u043d\u0435\u0439\u0440\u043e\u0441\u0435\u0442\u0438 \u043c\u043e\u0433\u0443\u0442 \u0440\u0435\u0448\u0438\u0442\u044c \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0443.","og:url":"https:\/\/prohoster.info\/sk\/blog\/news\/poyavilas-utilita-dlya-udaleniya-dvizhushhihsya-obektov-s-video","og:image":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:secure_url":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:width":350,"og:image:height":350,"article:published_time":"2019-10-31T19:10:37+00:00","article:modified_time":"2019-10-31T19:10:37+00:00","article:publisher":"https:\/\/www.facebook.com\/prohoster","article:author":"https:\/\/www.facebook.com\/prohoster"},"aioseo_meta_data":{"post_id":"36276","title":null,"description":null,"keywords":null,"keyphrases":null,"primary_term":null,"canonical_url":null,"og_title":null,"og_description":null,"og_object_type":"default","og_image_type":"default","og_image_url":null,"og_image_width":null,"og_image_height":null,"og_image_custom_url":null,"og_image_custom_fields":null,"og_video":null,"og_custom_url":null,"og_article_section":null,"og_article_tags":null,"twitter_use_og":false,"twitter_card":"default","twitter_image_type":"default","twitter_image_url":null,"twitter_image_custom_url":null,"twitter_image_custom_fields":null,"twitter_title":null,"twitter_description":null,"schema":{"blockGraphs":[],"customGraphs":[],"default":{"data":{"Article":[],"Course":[],"Dataset":[],"FAQPage":[],"Movie":[],"Person":[],"Product":[],"ProductReview":[],"Car":[],"Recipe":[],"Service":[],"SoftwareApplication":[],"WebPage":[]},"graphName":"","isEnabled":true},"graphs":[]},"schema_type":null,"schema_type_options":null,"pillar_content":false,"robots_default":true,"robots_noindex":false,"robots_noarchive":false,"robots_nosnippet":false,"robots_nofollow":false,"robots_noimageindex":false,"robots_noodp":false,"robots_notranslate":false,"robots_max_snippet":null,"robots_max_videopreview":null,"robots_max_imagepreview":"large","priority":null,"frequency":null,"local_seo":null,"seo_analyzer_scan_date":"2026-01-22 02:39:19","breadcrumb_settings":null,"limit_modified_date":false,"reviewed_by":null,"ai":null,"created":"2021-03-01 01:47:35","updated":"2026-01-22 02:39:19","focus_keyword":null,"additional_keywords":null,"truseo_locale":null},"gt_translate_keys":[{"key":"link","format":"url"}],"_links":{"self":[{"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/posts\/36276","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/comments?post=36276"}],"version-history":[{"count":0,"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/posts\/36276\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/media\/27136"}],"wp:attachment":[{"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/media?parent=36276"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/categories?post=36276"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/tags?post=36276"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}