{"id":11723,"date":"2024-04-25T06:37:16","date_gmt":"2024-04-25T06:37:16","guid":{"rendered":"https:\/\/dailyai.com\/?p=11723"},"modified":"2024-04-25T06:43:49","modified_gmt":"2024-04-25T06:43:49","slug":"adobes-videogigagan-upscales-blurry-video-to-look-8x-sharper","status":"publish","type":"post","link":"https:\/\/dailyai.com\/sv\/2024\/04\/adobes-videogigagan-upscales-blurry-video-to-look-8x-sharper\/","title":{"rendered":"Adobes VideoGigaGAN uppskalar suddig video s\u00e5 att den ser 8 g\u00e5nger skarpare ut"},"content":{"rendered":"<p><strong>Adobes forskare presenterade VideoGigaGAN, en generativ AI-modell som kan skala upp suddiga videor till skarp, j\u00e4mn video som ser upp till 8 g\u00e5nger skarpare ut.<\/strong><\/p>\n<p>Vi har haft riktigt bra uppskalare f\u00f6r bilder ett tag nu, men att g\u00f6ra en bra uppskalare f\u00f6r video \u00e4r exponentiellt mycket sv\u00e5rare.<\/p>\n<p>Video Super Resolution (VSR) \u00e4r en process d\u00e4r man tar enskilda bildrutor i en video, uppgraderar uppl\u00f6sningen och detaljerna och s\u00e4tter ihop bildrutorna f\u00f6r att \u00e5terskapa videon.<\/p>\n<p>F\u00f6r att g\u00f6ra detta p\u00e5 ett bra s\u00e4tt m\u00e5ste man l\u00f6sa tv\u00e5 motstridiga utmaningar. Nuvarande VSR:er genererar antingen video som \u00e4r j\u00e4mn och suddig eller skarp och oj\u00e4mn.<\/p>\n<p>Adobes VideoGigaGAN uppsamplar suddig video f\u00f6r att producera en video som b\u00e5de \u00e4r tidsm\u00e4ssigt konsekvent (mjuka bild\u00f6verg\u00e5ngar) och har h\u00f6gfrekventa detaljer.<\/p>\n<p>H\u00e4r \u00e4r ett exempel p\u00e5 vad VideoGigaGAN kan g\u00f6ra.<\/p>\n<blockquote class=\"twitter-tweet\">\n<p dir=\"ltr\" lang=\"en\">Adobes forskning minskar VideoGigaGAN<\/p>\n<p>Det g\u00f6r att du kan uppsamla video med 8x med f\u00f6rb\u00e4ttrade detaljer.<\/p>\n<p>Papper i kommentarer \ud83d\udc47 <a href=\"https:\/\/t.co\/7uEiU7bYqw\">pic.twitter.com\/7uEiU7bYqw<\/a><\/p>\n<p>- Kris Kashtanova (@icreatelife) <a href=\"https:\/\/twitter.com\/icreatelife\/status\/1782434918343029235?ref_src=twsrc%5Etfw\">22 april 2024<\/a><\/p><\/blockquote>\n<p><script async src=\"https:\/\/platform.twitter.com\/widgets.js\" charset=\"utf-8\"><\/script><\/p>\n<p>Som namnet antyder f\u00f6rlitar sig Adobes metod p\u00e5 GigaGAN, ett avancerat generativt adversarial network (GAN).<\/p>\n<p>GAN \u00e4r bra p\u00e5 att uppgradera bilder, och GigaGAN \u00e4r en av de b\u00e4sta p\u00e5 superuppl\u00f6sning av bilder. S\u00e5 varf\u00f6r inte helt enkelt anv\u00e4nda GigaGAN p\u00e5 varje bildruta f\u00f6r att skala upp bilden och sedan s\u00e4tta ihop dem till en video?<\/p>\n<p>N\u00e4r Adobes forskare testade detta fick de bra videouppl\u00f6sning, men den resulterande videon var tidsm\u00e4ssigt inkonsekvent och flimrade.<\/p>\n<p>Genom att l\u00e4gga till temporala konvolutions- och uppm\u00e4rksamhetsskikt till GigaGAN kunde den temporala inkonsekvensen \u00e5tg\u00e4rdas, men flimret var fortfarande ett problem.<\/p>\n<p>VideoGigaGAN l\u00f6ser detta genom att separera l\u00e5gfrekventa och h\u00f6gfrekventa element i varje bildruta och bearbeta dessa p\u00e5 olika s\u00e4tt.<\/p>\n<p>Den l\u00e5gfrekventa funktionskartan j\u00e4mnas ut f\u00f6r att ta bort h\u00f6gfrekventa detaljer, som kan vara k\u00e4llor till brus och flimmer.<\/p>\n<p>Genom att anv\u00e4nda Skip connections beh\u00e5lls de finare detaljerna i h\u00f6gfrekventa komponenter genom att kringg\u00e5 de mellersta lagren i modellen som annars skulle g\u00e5 f\u00f6rlorade under bearbetningen.<\/p>\n<p>Du kan l\u00e4sa mer om de tekniska detaljerna i <a href=\"https:\/\/arxiv.org\/pdf\/2404.12388.pdf\" target=\"_blank\" rel=\"noopener\">Adobes dokument<\/a>.<\/p>\n<p>Den <a href=\"https:\/\/videogigagan.github.io\/\" target=\"_blank\" rel=\"noopener\">demos p\u00e5 Adobes GitHub<\/a> \u00e4r mycket imponerande. Adobe har inte antytt n\u00e5got lanseringsdatum men l\u00e5t oss hoppas att de l\u00e5ter oss anv\u00e4nda det snart.<\/p>\n<p>F\u00f6rest\u00e4ll dig vad ett s\u00e5dant h\u00e4r verktyg skulle kunna g\u00f6ra f\u00f6r historiska arkivbilder, klassiska filmer eller till och med uppskalning av dina gamla favorit-TV-program till HD.<\/p>","protected":false},"excerpt":{"rendered":"<p>Adobes forskare presenterade VideoGigaGAN, en generativ AI-modell som kan uppskala suddiga videor till skarp, j\u00e4mn video som ser upp till 8 g\u00e5nger skarpare ut. Vi har haft riktigt bra uppskalare f\u00f6r bilder ett tag nu, men att g\u00f6ra en bra uppskalare f\u00f6r video \u00e4r exponentiellt sv\u00e5rare. Video Super Resolution (VSR) \u00e4r en process d\u00e4r man tar enskilda bildrutor i en video, uppgraderar uppl\u00f6sningen och detaljerna och sedan s\u00e4tter ihop bildrutorna f\u00f6r att \u00e5terskapa videon. F\u00f6r att g\u00f6ra detta p\u00e5 ett bra s\u00e4tt m\u00e5ste man l\u00f6sa tv\u00e5 motstridiga utmaningar. Nuvarande VSR genererar antingen video som \u00e4r j\u00e4mn och suddig eller skarp och oj\u00e4mn. Adobes VideoGigaGAN uppsamplar suddig video f\u00f6r att producera<\/p>","protected":false},"author":6,"featured_media":11729,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[84],"tags":[96,107],"class_list":["post-11723","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-industry","tag-adobe","tag-generative-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Adobe\u2019s VideoGigaGAN upscales blurry video to look 8x sharper | DailyAI<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/dailyai.com\/sv\/2024\/04\/adobes-videogigagan-upscales-blurry-video-to-look-8x-sharper\/\" \/>\n<meta property=\"og:locale\" content=\"sv_SE\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Adobe\u2019s VideoGigaGAN upscales blurry video to look 8x sharper | DailyAI\" \/>\n<meta property=\"og:description\" content=\"Adobe researchers unveiled VideoGigaGAN, a generative AI model that can upscale blurry videos into crisp, smooth video that looks up to 8x sharper. We\u2019ve had really good image upscalers for a while now, but making a good video upscaler is exponentially more difficult. Video Super Resolution (VSR) is the process of taking individual frames of a video, upscaling the resolution and detail, and fitting the frames together to recreate the video. Doing this well involves solving two conflicting challenges. Current VSRs either generate video that is smooth and blurry, or sharp and glitchy. 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