{"id":22703,"date":"2025-12-17T07:26:05","date_gmt":"2025-12-17T15:26:05","guid":{"rendered":"https:\/\/unlocked.microsoft.com\/?post_type=stories&#038;p=22703"},"modified":"2026-04-17T09:34:52","modified_gmt":"2026-04-17T16:34:52","slug":"forvaltere-af-deres-miljo","status":"publish","type":"stories","link":"https:\/\/unlocked.microsoft.com\/da\/forvaltere-af-deres-miljo\/","title":{"rendered":"Forvaltere af deres milj\u00f8"},"content":{"rendered":"\n<style>\n[data-theme=analogous-dark-red-orange] {\n    --theme-text: #fbee99;\n    --theme-text-secondary: #fbee99;\n    --theme-text-tertiary: #fbee99;\n    --theme-button: #fbee99;\n    --theme-filter: #fbee99;\n    --theme-focus: #fbee99;\n    --theme-overlay-text: #fbee99;\n    --theme-overlay-text-secondary: #fbee99;\n    --theme-overlay-button: #fbee99;\n    --theme-overlay-focus: #fbee99;\n}\n<\/style>\n\n    <div id=\"block_5ca16bf72fb89022fad672e50919cb5b\" class=\"js-card js-full-width-feature fullwidth-feature fullwidth-feature--f-bottom fullwidth-feature--overlay-ultradark theme-overlay transition--media\" style=\"\">\n        <!-- Scrim -->\n                    <div class=\"fullwidth-feature__scrim\"><\/div>\n        \n        <div class=\"fullwidth-feature__wrapper js-full-width-feature-wrapper\">\n                        <div class=\"fullwidth-feature__header-wrapper transition--in-up js-full-width-feature-header\">\n\n                <!-- Heading -->\n                            <h1 class=\"fullwidth-feature__header fullwidth-feature__header__size-h2 \">\n                        Forvaltere af deres milj\u00f8                        <\/h1>\n        \n                <!-- Eyebrow -->\n                \n                <!-- Author -->\n                \n            <\/div>\n            <div class=\"fullwidth-feature__excerpt-wrapper transition--in-up js-full-width-feature-excerpt\">\n\n                <!-- Excerpt -->\n                            <div class=\"fullwidth-feature__excerpt\">\n                                    Kakuma-flygtningelejrens kortl\u00e6gningssystem f\u00e5r en opgradering takket v\u00e6re beboernes aktive engagement                                 <\/div>\n        \n                <!-- CTA -->\n                \n                <!-- Download CTA -->\n                \n            <\/div>\n        <\/div>\n\n        <!-- Media -->\n        \n<div class=\"unlocked-media media-image js-media-image media--no-radius media-video--overlay-ultradark theme-overlay\">\n                        <picture class=\"\">\n                        <source\n            srcset=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Hero-01.jpg 1200w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Hero-01-256x144.jpg 256w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Hero-01-480x270.jpg 480w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Hero-01-768x432.jpg 768w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Hero-01-1024x576.jpg 1024w\"\n                         \/>\n                        <img\n            src=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Hero-01.jpg\"\n                                    width=\"1200\"\n            height=\"675\"\n                        class=\"\"\n            alt=\"A bustling market scene with colorful fabric canopies overhead, motorbikes parked along the dirt pathway, and people walking and shopping among stalls selling clothes and household goods.\"\n            loading=\"lazy\"\n            decoding=\"async\" \/>\n            <\/picture>\n            <\/div>\n\n    <\/div>\n\n\n<div\n    id=\"block_69e7bb8a781df\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_69e7bb8a7a9b9\" class=\"row row--space-between column__container 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M11.436522,13.338465l-0.871624-1.218704l-6.924311-9.68815h2.981339,l5.58978,7.82155l0.867949,1.218704l7.26506,10.166271h-2.981339L11.436522,13.338465z\" fill=\"currentColor\"\/><title id=\"icon-69e7bb8a798e6\">X<\/title><\/svg>    <\/a>\n\n        <a\n        href=\"https:\/\/www.facebook.com\/sharer.php?t=&#038;u=https%3A%2F%2Funlocked.microsoft.com%2Fda%2Fforvaltere-af-deres-miljo%2F\"\n        class=\"social-share__link js-social-share__new-window\"\n        target=\"_blank\"\n        aria-label=\"Share on Facebook\"\n            >\n        <svg class=\"svg-icon\" width=\"24\" height=\"24\" aria-hidden=\"true\" aria-labelledby=\"icon-69e7bb8a798fb\" role=\"img\" focusable=\"false\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M16.5782 9.43753H13.6116V7.49182C13.6116 6.76112 14.0959 6.59076 14.437 6.59076C14.7773 6.59076 16.5305 6.59076 16.5305 6.59076V3.37844L13.6473 3.36719C10.4466 3.36719 9.71821 5.76304 9.71821 7.29624V9.43753H7.86719V12.7476H9.71821C9.71821 16.9957 9.71821 22.1141 9.71821 22.1141H13.6116C13.6116 22.1141 13.6116 16.9452 13.6116 12.7476H16.2387L16.5782 9.43753Z\" fill=\"currentColor\"\/><title id=\"icon-69e7bb8a798fb\">Facebook<\/title><\/svg>    <\/a>\n\n        <a\n        href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&#038;url=https%3A%2F%2Funlocked.microsoft.com%2Fda%2Fforvaltere-af-deres-miljo%2F\"\n        class=\"social-share__link js-social-share__new-window\"\n        target=\"_blank\"\n        aria-label=\"Share on LinkedIn\"\n            >\n        <svg class=\"svg-icon\" width=\"24\" height=\"24\" aria-hidden=\"true\" aria-labelledby=\"icon-69e7bb8a79914\" role=\"img\" focusable=\"false\" viewBox=\"0 0 24 24\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M7.35547 9.06274H3.41797V22.0002H7.35547V9.06274Z\" fill=\"currentColor\"\/><path d=\"M16.9197 9.06274C14.668 9.06274 14.0436 9.80074 13.543 10.7502V9.06274H9.60547V22.0002H13.543V14.6877C13.543 13.5627 13.543 12.4377 15.5117 12.4377C17.4805 12.4377 17.4805 13.5627 17.4805 14.6877V22.0002H21.418V14.6877C21.418 11.3127 20.8555 9.06274 16.9197 9.06274Z\" fill=\"currentColor\"\/><path d=\"M5.38672 7.9375C6.47403 7.9375 7.35547 7.05606 7.35547 5.96875C7.35547 4.88144 6.47403 4 5.38672 4C4.29941 4 3.41797 4.88144 3.41797 5.96875C3.41797 7.05606 4.29941 7.9375 5.38672 7.9375Z\" fill=\"currentColor\"\/><title id=\"icon-69e7bb8a79914\">LinkedIn<\/title><\/svg>    <\/a>\n\n        \n    <\/div>\n\n    \n    <div\n        class=\"sr-text js-social-status\"\n        role=\"status\"\n    ><\/div>\n<\/section>\n<\/div>\n\n\n<\/div>\n\n\n<div id=\"block-column_69e7bb8a7a801\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69e7bb8a79f03\"\n    class=\"rich-text transition--in-up \">\n    <p>I det t\u00f8rre omr\u00e5de i det nordvestlige Kenya er Kakuma-flygtningelejren vokset til et vidtstrakt samfund med mere end 300.000 fordrevne mennesker fra over 20 lande. Flygtningelejren, der oprindeligt blev oprettet i 1992 for at give husly til unge mennesker, der flygtede fra krigen i Sudan, er den st\u00f8rste i Afrika og d\u00e6kker et omr\u00e5de p\u00e5 ca. 40 km\u00b2 med beboere fra Sydsudan, Somalia og andre nabolande.<\/p>\n<p>I \u00e5revis var flygtningelejrens kort st\u00e6rkt for\u00e6ldede, hvilket hindrede levering af n\u00f8dhj\u00e6lp, planl\u00e6gning af infrastruktur samt beredskabsindsatser. Lejrens uregelm\u00e6ssige indretning og forskellige boligtyper vanskeliggjorde traditionelle kortl\u00e6gningsmetoder. Men denne udfordring udl\u00f8ste et enest\u00e5ende samarbejde, der omdefinerede, hvad humanit\u00e6r teknologi kan udrette.<\/p>\n<blockquote>\n<h6 class=\"--h6\">\u201cJeg tror, at samarbejdet var afg\u00f8rende, fordi hver enkelt person bidrog med noget s\u00e6rligt,\u201d siger Dr. Simone Fobi Nsutezo, Applied Research Scientist, Microsoft AI for Good Lab.<\/h6>\n<\/blockquote>\n<p>Kernen i samarbejdet om at opdatere kortl\u00e6gningssystemet i Kakuma-flygtningelejren var en triade af innovation, best\u00e5ende af tre partnere, der hver is\u00e6r bidrog med noget s\u00e6rlig, og sammen skabte de en reel effekt. UNHCR&#8217;s Hive \u2013 FN&#8217;s Flygtningehj\u00e6lps innovationslaboratorium \u2013 definerede de problemer, flygtningelejren stod over for, mens The Humanitarian OpenStreetMap Team (HOT) s\u00f8rgede for den n\u00f8dvendige dataindsamling p\u00e5 stedet og den vigtige integration i lokalsamfundet.<\/p>\n<\/div>\n\n\n<\/div>\n\n\n<\/div>\n\n\n<div\n    id=\"block_69e7bb8a7b81a\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_b0a65bfdcce678ac384272509985666e\" class=\"video-player\">\n    <div id=\"videoplayer-1\" class=\"video-player__wrapper js-video-player theme-overlay  has-overlay-image\" aria-label=\"Se \u201cKortl\u00e6gning af et samfund med kunstig intelligens\u201d\">\n        <div\n            id=\"video-player-overlay-5ac7a5dd-99cc-4a85-a42b-6ff55cfe984a\"\n            class=\"video-player__overlay js-video-player-overlay\"\n            data-label-video-title=\"\u201cKortl\u00e6gning af et samfund med kunstig intelligens\u201d\"\n         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31.4701 3.93011 30.935 3.05001C30.393 2.15865 29.6782 1.4136 28.735 0.86574C28.7158 0.854486 28.6973 0.84221 28.6787 0.829933C28.6759 0.827887 28.6757 0.822515 28.6704 0.808192C28.7128 0.805379 28.7521 0.800519 28.7918 0.800519C29.2534 0.800008 29.7153 0.797707 30.1769 0.802822C30.2506 0.803589 30.3335 0.823538 30.3961 0.85909C31.2761 1.35656 31.9547 2.03767 32.4869 2.84641C33.1276 3.81961 33.472 4.88336 33.5908 6.01206C33.7208 7.24564 33.6335 8.46182 33.2243 9.6491C32.8319 10.7875 32.1822 11.7786 31.2138 12.5782C30.9641 12.7843 30.6806 12.9559 30.4094 13.1393C30.3634 13.1705 30.3008 13.1976 30.2456 13.1979C29.7244 13.2025 29.203 13.2007 28.6602 13.2007Z\" fill=\"currentColor\"\/><title id=\"icon-69e7bb8ab78d8\">Audio Described<\/title><\/svg><\/a>\n            <\/div>\n    <\/div>\n\n\n<div\n    id=\"block_69e7bb8ab7a85\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_69e7bb8ab85a0\" class=\"row row--space-between column__container mobile-column-gap-4 column--layout-40-60\">\n    \n<div id=\"block-column_69e7bb8ab7f77\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69e7bb8ab7e3b\"\n    class=\"rich-text transition--in-up \">\n    <\/div>\n\n\n<\/div>\n\n\n<div id=\"block-column_69e7bb8ab8431\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69e7bb8ab8174\"\n    class=\"rich-text transition--in-up \">\n    <h4 class=\"--h4\">St\u00f8rre gennemslagskraft med lokalt engagement<\/h4>\n<p>Drivkraften var et \u00f8nske om at udf\u00f8re arbejde, der virkelig bet\u00f8d noget, en passion for fjernm\u00e5ling og satellitbilleder samt m\u00e5let om at im\u00f8dekomme flygtninges behov. Manuel kortl\u00e6gning var v\u00e6rdifuld, men langsom og arbejdskr\u00e6vende, men Microsoft AI for Good Lab-teamet s\u00e5 en mulighed for, at kunstig intelligens og maskinl\u00e6ring kunne hj\u00e6lpe med at give menneskelige kortl\u00e6ggere de v\u00e6rkt\u00f8jer, de havde brug for.<\/p>\n<p class=\"unformatted\">\u201cN\u00e5r man f\u00f8rst har tr\u00e6net en model p\u00e5 en lille m\u00e6ngde data, g\u00e5r det meget hurtigt at f\u00e5 forudsigelser om nye omr\u00e5der. Vi har open source-kode til kortl\u00e6gning af solcellepaneler, bygninger, tagtyper og sanit\u00e6re faciliteter, og alle kan bruge den uafh\u00e6ngigt,\u201d siger Dr. Amrita Gupta, Applied Research Scientist, Microsoft AI for Good Research Lab.<\/p>\n<p><span data-contrast=\"none\">For bedre at forst\u00e5 forholdene p\u00e5 stedet dokumenterede HOT-kortl\u00e6gningsteamet synlige indikatorer for adgang til elektricitet, bl.a lejrens solcellepaneler og elledninger. Selvom det meste af elektriciteten produceres i de enkelte bygninger, hjalp disse oplysninger med at skabe et mere tydeligt billede af, hvor vigtige tjenester realistisk set kunne fungere, og fremh\u00e6vede mangler i den bredere infrastruktur.<\/span><span data-ccp-props=\"{&quot;134233117&quot;:false,&quot;134233118&quot;:false,&quot;201341983&quot;:0,&quot;335551550&quot;:0,&quot;335551620&quot;:0,&quot;335559738&quot;:210,&quot;335559739&quot;:210,&quot;335559740&quot;:300}\">\u00a0<\/span> <\/p>\n<p><span data-contrast=\"auto\">M\u00e5let var at hj\u00e6lpe lejren med at f\u00f8les mindre som et midlertidigt opholdssted og mere som en permanent bos\u00e6ttelse. <\/span><span data-contrast=\"auto\">Kortl\u00e6gningen var det f\u00f8rste skridt mod at sikre, <\/span><span data-contrast=\"none\">at projektet forblev forankret i humanit\u00e6re behov.<\/span><span data-contrast=\"none\">. Projektets valg af \u00e5ben adgang bet\u00f8d, at alle genererede data og billeder ville v\u00e6re frit tilg\u00e6ngelige. Dette \u00f8gede r\u00e6kkevidden ud over Kakuma og fremmede inklusionen af flygtninge. <\/span><span data-ccp-props=\"{&quot;134245417&quot;:false,&quot;134245529&quot;:true,&quot;201341983&quot;:0,&quot;335559738&quot;:210,&quot;335559739&quot;:0,&quot;335559740&quot;:276}\"> <\/span><\/p>\n<\/div>\n\n\n<\/div>\n\n\n<\/div>\n\n\n<div\n    id=\"block_69e7bb8ab8805\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<section\n    id=\"block_fb739e6021065e1896f42f5f56e3247e\"\n    class=\"card-crosslink js-card-crosslink card-crosslink--3-up card-crosslink--mobile-layout-vertical \"\n    aria-labelledby=\"\">\n    <h2 class=\"sr-text\">More stories<\/h2>\n\n    \n    <ul class=\"card-crosslink__wrapper\">\n            <li class=\"card-crosslink__item transition--in-up \" style=\"--anim-delay: 100ms; --anim-delay-mobile: 0ms;\">\n            \n<article\n    class=\"story-card js-story-card js-delay --no-pointer\"\n    aria-labelledby=\"card-2\">\n    <div class=\"story-card__content\">\n        \n        \n                    <div class=\"story-card__text\">HOT samarbejdede med beboerne, som var ansvarlige for kortl\u00e6gningsprocessen.<\/div>\n        \n        \n        <div class=\"story-card__wrapper transition--media\">\n            \n            \n<div class=\"unlocked-media media-image js-media-image media--no-radius\">\n                        <picture class=\"\">\n                        <source\n            srcset=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-01.jpg 640w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-01-80x80.jpg 80w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-01-256x256.jpg 256w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-01-480x480.jpg 480w\"\n                         \/>\n                        <img\n            src=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-01.jpg\"\n                                    width=\"640\"\n            height=\"640\"\n                        class=\"ratio--1-1\"\n            alt=\"Two people stand outdoors looking at a tablet. The person on the left has long braids and wears a white shirt; the person on the right wears glasses, a cap, and a beige vest. A green electronic shop sign is visible behind them.\"\n            loading=\"lazy\"\n            decoding=\"async\" \/>\n            <\/picture>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/article>\n        <\/li>\n            <li class=\"card-crosslink__item transition--in-up \" style=\"--anim-delay: 200ms; --anim-delay-mobile: 0ms;\">\n            \n<article\n    class=\"story-card js-story-card js-delay --no-pointer\"\n    aria-labelledby=\"card-3\">\n    <div class=\"story-card__content\">\n        \n        \n                    <div class=\"story-card__text\">Modellerne blev tr\u00e6net til at identificere elementer som f.eks. solcellepaneler.<\/div>\n        \n        \n        <div class=\"story-card__wrapper transition--media\">\n            \n            \n<div class=\"unlocked-media media-image js-media-image media--no-radius\">\n                        <picture class=\"\">\n                        <source\n            srcset=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-02.jpg 640w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-02-80x80.jpg 80w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-02-256x256.jpg 256w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-02-480x480.jpg 480w\"\n                         \/>\n                        <img\n            src=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-02.jpg\"\n                                    width=\"640\"\n            height=\"640\"\n                        class=\"ratio--1-1\"\n            alt=\"Solar panels installed on a slanted, red corrugated metal roof under a partly cloudy sky.\"\n            loading=\"lazy\"\n            decoding=\"async\" \/>\n            <\/picture>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/article>\n        <\/li>\n            <li class=\"card-crosslink__item transition--in-up \" style=\"--anim-delay: 300ms; --anim-delay-mobile: 0ms;\">\n            \n<article\n    class=\"story-card js-story-card js-delay --no-pointer\"\n    aria-labelledby=\"card-4\">\n    <div class=\"story-card__content\">\n        \n        \n                    <div class=\"story-card__text\">Beboere og eksperter i kunstig intelligens samarbejdede om at definere Kakumas s\u00e6rlige strukturer.<\/div>\n        \n        \n        <div class=\"story-card__wrapper transition--media\">\n            \n            \n<div class=\"unlocked-media media-image js-media-image media--no-radius\">\n                        <picture class=\"\">\n                        <source\n            srcset=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-03.jpg 640w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-03-80x80.jpg 80w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-03-256x256.jpg 256w, https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-03-480x480.jpg 480w\"\n                         \/>\n                        <img\n            src=\"https:\/\/unlocked.microsoft.com\/wp-content\/uploads\/2025\/12\/Kakuma-Sup-03.jpg\"\n                                    width=\"640\"\n            height=\"640\"\n                        class=\"ratio--1-1\"\n            alt=\"A computer screen displays a detailed digital map with various shops and landmarks labeled along Jomo Kenyatta Avenue, including icons for fashion, services, and points of interest.\"\n            loading=\"lazy\"\n            decoding=\"async\" \/>\n            <\/picture>\n            <\/div>\n        <\/div>\n    <\/div>\n<\/article>\n        <\/li>\n        <\/ul>\n<\/section>\n\n<div\n    id=\"block_69e7bb8b34234\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n\n<div\n    id=\"block_69e7bb8b3453c\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_69e7bb8b36755\" class=\"row row--space-between column__container mobile-column-gap-6 column--layout-40-60\">\n    \n<div id=\"block-column_69e7bb8b36047\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69e7bb8b3486e\"\n    class=\"rich-text transition--in-up \">\n    <\/div>\n\n\n\n<div id=\"block_74780d762b7fffaf405dce58997976d8\" class=\"transition--in-up \">\n    <div class=\"pullquote pullquote__left pullquote__h3\">\n        <blockquote class=\"quote quote__h3 quote--show-marks\">Det er hele samfundet. Vi har ikke glemt nogen.<\/blockquote>\n                    <div class=\"quote__attribution\">\n                                    <div class=\"attribution-name\">Akso\u00a0Kaposho\u00a0Mupenzi<\/div>\n                                                    <div class=\"attribution-description\">Kortmedarbejder og flygtning<\/div>\n                            <\/div>\n                    <\/div>\n<\/div>\n\n\n<\/div>\n\n\n<div id=\"block-column_69e7bb8b36626\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69e7bb8b36237\"\n    class=\"rich-text transition--in-up \">\n    <\/div>\n\n\n\n<div\n    id=\"block_69e7bb8b363c6\"\n    class=\"rich-text transition--in-up \">\n    <p>Ved at arbejde p\u00e5 stedet i Kenya tilf\u00f8jede HOT-teamet et menneskeligt aspekt. Den faktiske dataindsamling blev udelukkende ledet af lokale, lige fra introduktionen af projektet til flyvningen med dronerne, og flygtninge i lejren hjalp med manuelt at identificere karakteristika i omr\u00e5det. HOT-teamene fl\u00f8j med droner for at tage h\u00f8jopl\u00f8selige luftfotos og gennemf\u00f8re feltvalidering med flygtninge, der kortlagde omr\u00e5det. Men vigtigst af alt var det, at de uddannede og styrkede beboerne i flygtningelejren \u2013 og dermed gjorde dataindsamlingen til et samfundsprojekt.<\/p>\n<p>Flygtningene blev kortl\u00e6ggere, tolke og forvaltere af deres eget milj\u00f8, og de skabte data, der afspejlede virkeligheden p\u00e5 stedet. Deres lokale viden bidrog med dybde og n\u00f8jagtighed og gav dem ejerskab over processen. HOT-teamet opm\u00e6rkede manuelt 16 km\u00b2 af billedmaterialet og skabte dermed et omfattende tr\u00e6ningsdatas\u00e6t til AI-udvikling, der kan holdes opdateret i takt med, at lejren udvikler sig.<\/p>\n<p class=\"unformatted\">\u201cKunstig intelligens blev prim\u00e6rt brugt til m\u00f8nstergenkendelse og tidsbesparelse. Den hjalp os med at finde signaler i dataene, som ville v\u00e6re sv\u00e6re at f\u00e5 \u00f8je p\u00e5 med det blotte \u00f8je\u201d, siger Dr. Gupta.<\/p>\n<p>Med udgangspunkt i de mange billeder, der var blevet tagget af lokalsamfundet i flygtningelejren, udviklede Microsofts AI for Good Lab avancerede maskinl\u00e6ringsmodeller ved brug af Azure-cloudtjenester. Disse modeller blev tr\u00e6net til n\u00f8jagtigt at identificere en lang r\u00e6kke elementer \u2013 bygninger, sanit\u00e6re faciliteter, solcellepaneler p\u00e5 gadelygter og tagene samt elementer i elnettet som master og ledninger \u2013 der afspejler lejrens mangfoldige og uregelm\u00e6ssige landskab.<\/p>\n<p>Ved at udnytte b\u00e5de lokal ekspertise og kunstig intelligens var teamet i stand til at overvinde de udfordringer, som flygtningelejrens unikke strukturer udgjorde, hvilket muliggjorde hurtig analyse og m\u00f8nstergenkendelse, som ville v\u00e6re vanskeligt at opn\u00e5 manuelt. Alle modeller og datas\u00e6t blev frigivet som open source p\u00e5 GitHub, hvilket gav udviklere, forskere og humanit\u00e6re organisationer over hele verden mulighed for at bygge videre p\u00e5 arbejdet og tilpasse det til andre samfund i n\u00f8d.<\/p>\n<\/div>\n\n\n<\/div>\n\n\n<\/div>\n\n\n<div\n    id=\"block_69e7bb8b369c4\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_69e7bb8b37489\" class=\"row row--space-between column__container mobile-column-gap-6 column--layout-40-60\">\n    \n<div id=\"block-column_69e7bb8b36e00\" class=\"column column--empty\">\n    \n\n<div\n    id=\"block_69e7bb8b36cdf\"\n    class=\"rich-text transition--in-up \">\n    <\/div>\n\n\n<\/div>\n\n\n<div id=\"block-column_69e7bb8b3736c\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69e7bb8b36ff5\"\n    class=\"rich-text transition--in-up \">\n    <\/div>\n\n\n\n<div\n    id=\"block_69e7bb8b37162\"\n    class=\"rich-text transition--in-up \">\n    <h4 class=\"--h4\">Et vidnesbyrd om mulighederne<\/h4>\n<p>Dette open source-kortl\u00e6gningsprojekt viser, hvordan samarbejde kan bidrage til at skabe et solidt fundament for b\u00e6redygtig udvikling. I takt med at Kakuma-byens kommunegr\u00e6nser har \u00e6ndret sig, er n\u00f8jagtige geografiske data blevet afg\u00f8rende for langsigtet planl\u00e6gning og levering af tjenester over hele byen og i de omkringliggende bos\u00e6ttelser \u2013 hvilket sikrer, at fremtidige beslutninger om inddragelse eller integration er baseret p\u00e5 virkeligheden.<\/p>\n<p>GitHub er stedet, hvor n\u00e6ste kapitel i dette projekt begynder \u2013 her forbindes udviklere, civile teknikere og dataforskere med virkelige humanit\u00e6re udfordringer. Og alt det, der er l\u00e6rt, er blevet en del af en global videnbase til gavn for flygtninge. Ved at dele denne kode \u00e5bent kan alle, uanset hvor de befinder sig, bygge videre p\u00e5 den, forbedre den og bruge den til at g\u00f8re en forskel. Historien om Kakuma-flygtningelejren er et bevis p\u00e5, hvad der er muligt, n\u00e5r humanit\u00e6r vision m\u00f8der innovation.<\/p>\n<\/div>\n\n\n<\/div>\n\n\n<\/div>\n\n\n<div\n    id=\"block_69e7bb8b376d8\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_a127195ed1aaf1c2fde1e0495e78d0e5\" class=\"transition--in-up \">\n    <div class=\"pullquote pullquote__center pullquote__h3\">\n        <blockquote class=\"quote quote__h3 quote--show-marks\">Ingen kender et samfund bedre end de mennesker, der bor der. Den kunstige intelligens kunne ikke erstatte dem, men den udvidede deres muligheder.<\/blockquote>\n                    <div class=\"quote__attribution\">\n                                    <div class=\"attribution-name\">Juan M. Lavista Ferres<\/div>\n                                                    <div class=\"attribution-description\">Lab Director AI hos Good Lab, Microsoft<\/div>\n                            <\/div>\n                    <\/div>\n<\/div>\n\n\n<div\n    id=\"block_69e7bb8b37f3b\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n    <div id=\"block_b7386714fee15ec7854f45320e16a831\" class=\"js-card js-full-width-feature fullwidth-feature fullwidth-feature--f-bottom fullwidth-feature--overlay-none theme-overlay transition--media\" style=\"\">\n        <!-- Scrim -->\n        \n        <div class=\"fullwidth-feature__wrapper js-full-width-feature-wrapper\">\n                        <div class=\"fullwidth-feature__header-wrapper transition--in-up js-full-width-feature-header\">\n\n                <!-- Heading -->\n                \n                <!-- Eyebrow -->\n                \n                <!-- Author -->\n                \n            <\/div>\n            <div 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