{"id":22707,"date":"2025-12-17T07:26:05","date_gmt":"2025-12-17T15:26:05","guid":{"rendered":"https:\/\/unlocked.microsoft.com\/?post_type=stories&#038;p=22707"},"modified":"2026-04-17T09:34:11","modified_gmt":"2026-04-17T16:34:11","slug":"spravci-sveho-prostredi","status":"publish","type":"stories","link":"https:\/\/unlocked.microsoft.com\/cs\/spravci-sveho-prostredi\/","title":{"rendered":"Spr\u00e1vci sv\u00e9ho prost\u0159ed\u00ed"},"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_bb3547f3d3da4abb26f211f87aeb68f8\" class=\"js-card js-full-width-feature fullwidth-feature 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class=\"fullwidth-feature__excerpt\">\n                                    )D\u00edky aktivn\u00ed \u00fa\u010dasti obyvatel uprchlick\u00e9ho t\u00e1bora Kakuma doch\u00e1z\u00ed k\u00a0modernizaci jeho mapovac\u00edho syst\u00e9mu.                                <\/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_69e7bf33672c7\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_69e7bf33694a8\" class=\"row row--space-between column__container 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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-69e7bf3368881\">Facebook<\/title><\/svg>    <\/a>\n\n        <a\n        href=\"https:\/\/www.linkedin.com\/shareArticle?mini=true&#038;url=https%3A%2F%2Funlocked.microsoft.com%2Fcs%2Fspravci-sveho-prostredi%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-69e7bf3368894\" 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-69e7bf3368894\">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_69e7bf3369340\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69e7bf3368e43\"\n    class=\"rich-text transition--in-up \">\n    <p>Ve vyprahl\u00e9 oblasti severoz\u00e1padn\u00ed Keni se uprchlick\u00fd t\u00e1bor Kakuma rozrostl v\u00a0rozlehlou komunitu s\u00a0v\u00edce ne\u017e 300\u00a0000 vys\u00eddlen\u00fdmi osobami z\u00a0v\u00edce ne\u017e 20\u00a0zem\u00ed. Uprchlick\u00fd t\u00e1bor, kter\u00fd byl p\u016fvodn\u011b zalo\u017een v\u00a0roce 1992 jako \u00fato\u010di\u0161t\u011b pro mlad\u00e9 lidi prchaj\u00edc\u00ed p\u0159ed v\u00e1lkou v\u00a0S\u00fad\u00e1nu, je nejv\u011bt\u0161\u00edm uprchlick\u00fdm t\u00e1borem v\u00a0Africe. Rozkl\u00e1d\u00e1 se na plo\u0161e p\u0159ibli\u017en\u011b 40\u00a0km\u00b2 a\u00a0\u017eij\u00ed v\u00a0n\u011bm obyvatel\u00e9 z\u00a0Ji\u017en\u00edho S\u00fad\u00e1nu, Som\u00e1lska a\u00a0dal\u0161\u00edch sousedn\u00edch zem\u00ed.<\/p>\n<p>Po dlouh\u00e1 l\u00e9ta byly mapy uprchlick\u00e9ho t\u00e1bora zna\u010dn\u011b zastaral\u00e9, co\u017e brzdilo dod\u00e1vky pomoci, pl\u00e1nov\u00e1n\u00ed infrastruktury a\u00a0reakci na mimo\u0159\u00e1dn\u00e9 ud\u00e1losti. Nepravideln\u00e9 uspo\u0159\u00e1d\u00e1n\u00ed t\u00e1bora a\u00a0rozmanit\u00e9 typy p\u0159\u00edst\u0159e\u0161k\u016f zt\u011b\u017eovaly tradi\u010dn\u00ed metody mapov\u00e1n\u00ed. Tato v\u00fdzva v\u0161ak vedla k pozoruhodn\u00e9 spolupr\u00e1ci, kter\u00e1 nov\u011b definovala, \u010deho mohou humanit\u00e1rn\u00ed tech dos\u00e1hnout.<\/p>\n<blockquote>\n<h6 class=\"--h6\">\u201eMysl\u00edm si, \u017ee kl\u00ed\u010dov\u00e1 byla spolupr\u00e1ce, proto\u017ee ka\u017ed\u00fd p\u0159isp\u011bl n\u011b\u010d\u00edm jedine\u010dn\u00fdm,\u201c \u0159\u00edk\u00e1 Dr. Simone Fobi Nsutezo, v\u011bdeck\u00e1 pracovnice v\u00a0oblasti aplikovan\u00e9ho v\u00fdzkumu, AI\u00a0For\u00a0Good\u00a0Lab spole\u010dnosti Microsoft.<\/h6>\n<\/blockquote>\n<p>Z\u00e1kladem spolupr\u00e1ce na aktualizaci mapovac\u00edho syst\u00e9mu uprchlick\u00e9ho t\u00e1bora Kakuma byla trojice inovac\u00ed. Ka\u017ed\u00fd z\u00a0partner\u016f p\u0159isp\u011bl n\u011b\u010d\u00edm jedine\u010dn\u00fdm a\u00a0spole\u010dn\u011b vytvo\u0159ili skute\u010dn\u00fd dopad. Hive UNHCR, inova\u010dn\u00ed laborato\u0159 \u00da\u0159adu vysok\u00e9ho komisa\u0159e OSN pro uprchl\u00edky, definovala probl\u00e9my, kter\u00fdm uprchlick\u00fd t\u00e1bor \u010delil, zat\u00edmco Humanit\u00e1rn\u00ed t\u00fdm OpenStreetMap (HOT) zaji\u0161\u0165oval nezbytn\u00fd sb\u011br dat a\u00a0z\u00e1sadn\u00ed integraci komunity.<\/p>\n<\/div>\n\n\n<\/div>\n\n\n<\/div>\n\n\n<div\n    id=\"block_69e7bf336a26e\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_a3462e8070e05956dca607b6639f6823\" class=\"video-player\">\n    <div id=\"videoplayer-1\" class=\"video-player__wrapper js-video-player theme-overlay  has-overlay-image\" aria-label=\"Pod\u00edvejte se na \u201eMapov\u00e1n\u00ed komunity pomoc\u00ed um\u011bl\u00e9 inteligence\u201c\">\n        <div\n            id=\"video-player-overlay-140c1b21-dc75-4cf2-8b23-b8847b8c36c6\"\n            class=\"video-player__overlay js-video-player-overlay\"\n            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Described<\/title><\/svg><\/a>\n            <\/div>\n    <\/div>\n\n\n<div\n    id=\"block_69e7bf33a1f40\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_69e7bf33a2aba\" class=\"row row--space-between column__container mobile-column-gap-4 column--layout-40-60\">\n    \n<div id=\"block-column_69e7bf33a23c9\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69e7bf33a22a0\"\n    class=\"rich-text transition--in-up \">\n    <\/div>\n\n\n<\/div>\n\n\n<div id=\"block-column_69e7bf33a286a\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69e7bf33a25a2\"\n    class=\"rich-text transition--in-up \">\n    <h4 class=\"--h4\">Zes\u00edlen\u00ed dopadu prost\u0159ednictv\u00edm zapojen\u00ed komunity<\/h4>\n<p>Motivac\u00ed byla touha d\u011blat pr\u00e1ci, na kter\u00e9 skute\u010dn\u011b z\u00e1le\u017e\u00ed, v\u00e1\u0161e\u0148 pro d\u00e1lkov\u00fd pr\u016fzkum Zem\u011b a\u00a0satelitn\u00ed sn\u00edmky a\u00a0c\u00edl uspokojit pot\u0159eby uprchl\u00edk\u016f. Ru\u010dn\u00ed mapov\u00e1n\u00ed bylo sice cenn\u00e9, ale pomal\u00e9 a\u00a0pracn\u00e9. T\u00fdm AI\u00a0For\u00a0Good\u00a0Lab spole\u010dnosti Microsoft v\u0161ak vid\u011bl p\u0159\u00edle\u017eitost, jak pomoc\u00ed um\u011bl\u00e9 inteligence a\u00a0strojov\u00e9ho u\u010den\u00ed poskytnout kartograf\u016fm n\u00e1stroje, kter\u00e9 pot\u0159ebovali.<\/p>\n<p class=\"unformatted\">\u201eJakmile vytr\u00e9nujete model na mal\u00e9m mno\u017estv\u00ed dat, lze velmi rychle z\u00edskat p\u0159edpov\u011bdi pro nov\u00e9 oblasti. M\u00e1me otev\u0159en\u00fd zdrojov\u00fd k\u00f3d pro mapov\u00e1n\u00ed sol\u00e1rn\u00edch panel\u016f, budov, typ\u016f st\u0159ech, hygienick\u00fdch za\u0159\u00edzen\u00ed a\u00a0m\u016f\u017ee jej samostatn\u011b pou\u017e\u00edvat kdokoli,\u201c \u0159\u00edk\u00e1 Dr. Amrita Gupta, v\u011bdeck\u00e1 pracovnice v\u00a0oblasti aplikovan\u00e9ho v\u00fdzkumu, AI\u00a0For\u00a0Good\u00a0Lab spole\u010dnosti Microsoft.<\/p>\n<p><span data-contrast=\"none\">Aby l\u00e9pe porozum\u011bli podm\u00ednk\u00e1m v\u00a0ter\u00e9nu, zdokumentoval mapovac\u00ed t\u00fdm HOT viditeln\u00e9 indik\u00e1tory p\u0159\u00edstupu k\u00a0elekt\u0159in\u011b, jako jsou sol\u00e1rn\u00ed panely a\u00a0elektrick\u00e9 veden\u00ed p\u0159\u00edtomn\u00e9 v\u00a0t\u00e1bo\u0159e. A\u010dkoli je v\u011bt\u0161ina elekt\u0159iny vyr\u00e1b\u011bna samostatn\u011b v\u00a0jednotliv\u00fdch budov\u00e1ch, tyto informace pomohly vytvo\u0159it jasn\u011bj\u0161\u00ed p\u0159edstavu o\u00a0tom, kde mohou re\u00e1ln\u011b fungovat z\u00e1kladn\u00ed slu\u017eby, a\u00a0upozornily na mezery v\u00a0\u0161ir\u0161\u00ed infrastruktu\u0159e.<\/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\">C\u00edlem bylo pomoci t\u00e1boru, aby p\u016fsobil m\u00e9n\u011b jako do\u010dasn\u00e9 \u00fato\u010di\u0161t\u011b a\u00a0v\u00edce jako trval\u00e9 us\u00eddlen\u00ed. <\/span><span data-contrast=\"auto\">Mapov\u00e1n\u00ed bylo prvn\u00edm krokem k\u00a0zaji\u0161t\u011bn\u00ed <\/span><span data-contrast=\"none\">toho, aby projekt z\u016fstal zam\u011b\u0159en na humanit\u00e1rn\u00ed pot\u0159eby. <\/span><span data-contrast=\"none\">Z\u00e1vazek projektu k\u00a0otev\u0159en\u00e9mu p\u0159\u00edstupu znamenal, \u017ee v\u0161echna vygenerovan\u00e1 data a\u00a0sn\u00edmky budou voln\u011b dostupn\u00e1. To roz\u0161\u00ed\u0159ilo dosah projektu i\u00a0mimo Kakumu a\u00a0podpo\u0159ilo za\u010dlen\u011bn\u00ed uprchl\u00edk\u016f<\/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_69e7bf33a2d2c\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<section\n    id=\"block_e81e48c1f1af7a679d341f2cd345a425\"\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\">T\u00fdm HOT spolupracoval s\u00a0obyvateli, kte\u0159\u00ed p\u0159evzali odpov\u011bdnost za proces mapov\u00e1n\u00ed.<\/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\">Modely byly tr\u00e9nov\u00e1ny k\u00a0identifikaci prvk\u016f, jako jsou sol\u00e1rn\u00ed panely.<\/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\">Obyvatel\u00e9 a\u00a0odborn\u00edci na um\u011blou inteligenci spolupracovali na definov\u00e1n\u00ed jedine\u010dn\u00fdch struktur Kakumy.<\/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_69e7bf341d4b2\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n\n<div\n    id=\"block_69e7bf341d787\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_69e7bf341f939\" class=\"row row--space-between column__container mobile-column-gap-6 column--layout-40-60\">\n    \n<div id=\"block-column_69e7bf341f23d\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69e7bf341dae0\"\n    class=\"rich-text transition--in-up \">\n    <\/div>\n\n\n\n<div id=\"block_8bacb0573f7dcdca37c8c0783baa4426\" class=\"transition--in-up \">\n    <div class=\"pullquote pullquote__left pullquote__h3\">\n        <blockquote class=\"quote quote__h3 quote--show-marks\">Je to cel\u00e1 komunita. Na nikoho jsme nezapomn\u011bli.<\/blockquote>\n                    <div class=\"quote__attribution\">\n                                    <div class=\"attribution-name\">Akso\u00a0Kaposho\u00a0Mupenzi<\/div>\n                                                    <div class=\"attribution-description\">P\u0159isp\u011bvatel do map a uprchl\u00edk<\/div>\n                            <\/div>\n                    <\/div>\n<\/div>\n\n\n<\/div>\n\n\n<div id=\"block-column_69e7bf341f7eb\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69e7bf341f415\"\n    class=\"rich-text transition--in-up \">\n    <\/div>\n\n\n\n<div\n    id=\"block_69e7bf341f59b\"\n    class=\"rich-text transition--in-up \">\n    <p>D\u00edky sv\u00e9 \u010dinnosti v\u00a0ter\u00e9nu v\u00a0Keni vnesl t\u00fdm HOT do projektu lidsk\u00fd rozm\u011br. Samotn\u00fd sb\u011br dat byl veden pouze m\u00edstn\u00edmi obyvateli, od p\u0159edstaven\u00ed projektu a\u017e po l\u00e9t\u00e1n\u00ed s\u00a0drony, a\u00a0uprchl\u00edci v\u00a0t\u00e1bo\u0159e pom\u00e1hali ru\u010dn\u011b identifikovat prvky v\u00a0oblasti. T\u00fdmy HOT pou\u017eily drony, aby po\u0159\u00eddily leteck\u00e9 sn\u00edmky s\u00a0vysok\u00fdm rozli\u0161en\u00edm a\u00a0provedly s\u00a0kartografy z\u00a0\u0159ad uprchl\u00edk\u016f validaci v\u00a0ter\u00e9nu. Nejd\u016fle\u017eit\u011bj\u0161\u00ed v\u0161ak bylo, \u017ee vy\u0161kolili a\u00a0motivovali \u010dleny uprchlick\u00e9ho t\u00e1bora, \u010d\u00edm\u017e prom\u011bnili sb\u011br dat v\u00a0zapojen\u00ed komunity.<\/p>\n<p>Uprchl\u00edci se stali kartografy, tlumo\u010dn\u00edky a\u00a0spr\u00e1vci sv\u00e9ho vlastn\u00edho prost\u0159ed\u00ed, a\u00a0vytv\u00e1\u0159eli tak data o\u00a0skute\u010dn\u00e9m stavu. Jejich m\u00edstn\u00ed znalosti p\u0159idaly hloubku a\u00a0p\u0159esnost, co\u017e jim umo\u017enilo p\u0159evz\u00edt odpov\u011bdnost za proces. T\u00fdm HOT ru\u010dn\u011b ozna\u010dil 16\u00a0km\u00b2 sn\u00edmk\u016f a\u00a0vytvo\u0159il tak bohatou tr\u00e9ninkovou datovou sadu pro v\u00fdvoj um\u011bl\u00e9 inteligence, kterou lze pr\u016fb\u011b\u017en\u011b aktualizovat podle v\u00fdvoje t\u00e1bora.<\/p>\n<p class=\"unformatted\">\u201eUm\u011bl\u00e1 inteligence byla prim\u00e1rn\u011b vyu\u017e\u00edv\u00e1na pro porovn\u00e1v\u00e1n\u00ed vzorc\u016f a\u00a0\u00fasporu \u010dasu. Pomohlo n\u00e1m to naj\u00edt v\u00a0datech sign\u00e1ly, kter\u00e9 by bylo obt\u00ed\u017en\u00e9 odhalit ru\u010dn\u011b,\u201c \u0159\u00edk\u00e1 Dr. Gupta.<\/p>\n<p>Na z\u00e1klad\u011b bohat\u00e9ho souboru sn\u00edmk\u016f s\u00a0komunitn\u00edmi zna\u010dkami, kter\u00e9 byly shrom\u00e1\u017ed\u011bny v\u00a0uprchlick\u00e9m t\u00e1bo\u0159e, vyvinul t\u00fdm AI\u00a0For\u00a0Good\u00a0Lab spole\u010dnosti Microsoft pokro\u010dil\u00e9 modely strojov\u00e9ho u\u010den\u00ed s\u00a0vyu\u017eit\u00edm cloudov\u00fdch slu\u017eeb Azure. Tyto modely byly tr\u00e9nov\u00e1ny tak, aby p\u0159esn\u011b identifikovaly \u0161irokou \u0161k\u00e1lu prvk\u016f \u2013 budovy, hygienick\u00e1 za\u0159\u00edzen\u00ed, sol\u00e1rn\u00ed panely pouli\u010dn\u00edho osv\u011btlen\u00ed a\u00a0st\u0159ech a\u00a0prvky elektrick\u00e9 s\u00edt\u011b, jako jsou sloupy a\u00a0veden\u00ed \u2013 odr\u00e1\u017eej\u00edc\u00ed rozmanitou a\u00a0nepravidelnou topografii t\u00e1bora.<\/p>\n<p>D\u00edky vyu\u017eit\u00ed m\u00edstn\u00edch odborn\u00fdch znalost\u00ed a\u00a0um\u011bl\u00e9 inteligence se t\u00fdmu poda\u0159ilo p\u0159ekonat v\u00fdzvy spojen\u00e9 s\u00a0jedine\u010dn\u00fdmi strukturami uprchlick\u00e9ho t\u00e1bora a\u00a0umo\u017enit tak rychlou anal\u00fdzu a\u00a0rozpozn\u00e1v\u00e1n\u00ed vzorc\u016f, kter\u00e9 by bylo obt\u00ed\u017en\u00e9 prov\u00e9st ru\u010dn\u011b. V\u0161echny modely a\u00a0datov\u00e9 sady byly zve\u0159ejn\u011bny jako otev\u0159en\u00fd zdrojov\u00fd k\u00f3d na GitHub, co\u017e umo\u017enilo v\u00fdvoj\u00e1\u0159\u016fm, v\u00fdzkumn\u00fdm pracovn\u00edk\u016fm a\u00a0humanit\u00e1rn\u00edm organizac\u00edm po cel\u00e9m sv\u011bt\u011b nav\u00e1zat na tuto pr\u00e1ci a\u00a0p\u0159izp\u016fsobit ji pro dal\u0161\u00ed komunity v\u00a0nouzi.<\/p>\n<\/div>\n\n\n<\/div>\n\n\n<\/div>\n\n\n<div\n    id=\"block_69e7bf341fba7\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_69e7bf3420656\" class=\"row row--space-between column__container mobile-column-gap-6 column--layout-40-60\">\n    \n<div id=\"block-column_69e7bf341ffda\" class=\"column column--empty\">\n    \n\n<div\n    id=\"block_69e7bf341febd\"\n    class=\"rich-text transition--in-up \">\n    <\/div>\n\n\n<\/div>\n\n\n<div id=\"block-column_69e7bf342053a\" class=\"column column-vertical-align--top\">\n    \n\n<div\n    id=\"block_69e7bf34201bd\"\n    class=\"rich-text transition--in-up \">\n    <\/div>\n\n\n\n<div\n    id=\"block_69e7bf3420329\"\n    class=\"rich-text transition--in-up \">\n    <h4 class=\"--h4\">Sv\u011bdectv\u00ed o mo\u017enostech<\/h4>\n<p>Tento projekt mapov\u00e1n\u00ed s\u00a0otev\u0159en\u00fdm zdrojov\u00fdm k\u00f3dem ukazuje, jak m\u016f\u017ee spolupr\u00e1ce pomoci vytvo\u0159it pevn\u00fd z\u00e1klad pro udr\u017eiteln\u00fd rozvoj. Vzhledem k\u00a0tomu, \u017ee se hranice m\u011bsta Kakuma postupn\u011b m\u011bnily, stala se p\u0159esn\u00e1 prostorov\u00e1 data kritick\u00fdmi pro dlouhodob\u00e9 pl\u00e1nov\u00e1n\u00ed a\u00a0poskytov\u00e1n\u00ed slu\u017eeb v\u00a0cel\u00e9m m\u011bst\u011b a\u00a0okoln\u00edch osad\u00e1ch, co\u017e zajistilo, \u017ee ve\u0161ker\u00e1 budouc\u00ed rozhodnut\u00ed o\u00a0p\u0159ipojen\u00ed nebo integraci budou vych\u00e1zet z\u00a0reality.<\/p>\n<p>GitHub je m\u00edsto, kde za\u010d\u00edn\u00e1 dal\u0161\u00ed kapitola tohoto projektu \u2013 propojen\u00ed v\u00fdvoj\u00e1\u0159\u016f, ob\u010dansk\u00fdch technolog\u016f a\u00a0datov\u00fdch v\u011bdc\u016f s\u00a0re\u00e1ln\u00fdmi humanit\u00e1rn\u00edmi v\u00fdzvami. A\u00a0v\u0161e, co se poda\u0159ilo nau\u010dit, se stalo sou\u010d\u00e1st\u00ed glob\u00e1ln\u00ed znalostn\u00ed b\u00e1ze pro pomoc uprchl\u00edk\u016fm. D\u00edky otev\u0159en\u00e9mu sd\u00edlen\u00ed tohoto k\u00f3du jej m\u016f\u017ee kdokoli a\u00a0kdekoli vylep\u0161ovat a\u00a0vyu\u017e\u00edvat k\u00a0prosp\u011b\u0161n\u00fdm \u00fa\u010del\u016fm. P\u0159\u00edb\u011bh uprchlick\u00e9ho t\u00e1bora Kakuma je d\u016fkazem toho, co je mo\u017en\u00e9, kdy\u017e se humanit\u00e1rn\u00ed vize spoj\u00ed s\u00a0inovac\u00ed. <\/p>\n<\/div>\n\n\n<\/div>\n\n\n<\/div>\n\n\n<div\n    id=\"block_69e7bf34208be\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n<div id=\"block_df06e722bfcbaf73fca052380bdcb45c\" class=\"transition--in-up \">\n    <div class=\"pullquote pullquote__center pullquote__h3\">\n        <blockquote class=\"quote quote__h3 quote--show-marks\">Nikdo nezn\u00e1 komunitu l\u00e9pe ne\u017e lid\u00e9, kte\u0159\u00ed v\u00a0n\u00ed \u017eij\u00ed. Um\u011bl\u00e1 inteligence je nenahradila, ale roz\u0161\u00ed\u0159ila jejich mo\u017enosti.<\/blockquote>\n                    <div class=\"quote__attribution\">\n                                    <div class=\"attribution-name\">Juan M. Lavista Ferres<\/div>\n                                                    <div class=\"attribution-description\">\u0158editel AI\u00a0For\u00a0Good\u00a0Lab, Microsoft<\/div>\n                            <\/div>\n                    <\/div>\n<\/div>\n\n\n<div\n    id=\"block_69e7bf3421119\"\n    class=\"spacer spacer-6 spacer-mobile-4\">\n<\/div>\n\n\n    <div id=\"block_55f8e23cdbf1b14000a95ad0de6a9586\" 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            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