{"id":11234,"date":"2026-08-22T13:38:20","date_gmt":"2026-08-22T11:38:20","guid":{"rendered":"https:\/\/eurocc.nscc.sk\/?p=11234"},"modified":"2026-08-22T13:38:20","modified_gmt":"2026-08-22T11:38:20","slug":"ked-hmla-necakane-udrie","status":"publish","type":"post","link":"https:\/\/eurocc.nscc.sk\/en\/ked-hmla-necakane-udrie\/","title":{"rendered":"Ke\u010f hmla ne\u010dakane udrie"},"content":{"rendered":"<div class=\"is-layout-flow wp-block-group alignfull posts-all has-normal-font-size\"><div class=\"wp-block-group__inner-container\">\n<div class=\"is-layout-flex wp-container-2 wp-block-columns\">\n<div class=\"is-layout-flow wp-block-column\" style=\"flex-basis:60%\">\n<h5 class=\"post-h\">Slovensk\u00e1 umel\u00e1 inteligencia u\u010d\u00ed superpo\u010d\u00edta\u010de vidie\u0165 nevidite\u013en\u00e9<\/h5>\n\n\n\n<p>Hmla patr\u00ed k najzradnej\u0161\u00edm nepriate\u013eom dopravy. Sta\u010d\u00ed p\u00e1r metrov nulovej vidite\u013enosti a letisk\u00e1 sa zatv\u00e1raj\u00fa, vlaky spoma\u013euj\u00fa a na dia\u013eniciach prib\u00fadaj\u00fa kol\u00f3ny. Probl\u00e9mom je, \u017ee hmla sa spr\u00e1va nepredv\u00eddate\u013ene \u2013 vznik\u00e1 v \u00faplne n\u00edzkych vrstv\u00e1ch atmosf\u00e9ry, kde ju klasick\u00e9 predpovedn\u00e9 modely \u010dasto prehliadnu. Ako v\u010das odhali\u0165 t\u00fato \u201enevidite\u013en\u00fa\u201c hrozbu sk\u00f4r, ne\u017e ochrom\u00ed na\u0161e cesty?<\/p>\n\n\n\n<h3>Challenge<\/h3>\n\n\n\n<p>Za projektom&nbsp;<strong>FANTOM (Fog AI NowcasTing based On satellite iMages)<\/strong>&nbsp;stoj\u00ed t\u00edm slovenskej spolo\u010dnosti MicroStep-MIS, ktor\u00fd sa rozhodol vyzva\u0165 po\u010dasie na s\u00faboj. Ich cie\u013eom bolo vytvori\u0165 inteligentn\u00fd syst\u00e9m, ktor\u00fd dok\u00e1\u017ee predpoveda\u0165 v\u00fdskyt hmly na najbli\u017e\u0161\u00edch 30 min\u00fat.<\/p>\n\n\n\n<p>Nebolo to v\u0161ak jednoduch\u00e9. T\u00edm musel spracova\u0165 obrovsk\u00e9 mno\u017estvo d\u00e1t \u2013 konkr\u00e9tne desa\u0165ro\u010dn\u00fd arch\u00edv satelitn\u00fdch sn\u00edmok no\u010dnej oblohy. Najv\u00e4\u010d\u0161ou v\u00fdzvou bola \u201eihla v kope sena\u201c: hmla je v d\u00e1tach zriedkav\u00fdm \u00fakazom, a nau\u010di\u0165 po\u010d\u00edta\u010d rozpozna\u0165 ju medzi tis\u00edckami jasn\u00fdch noc\u00ed vy\u017eaduje viac ne\u017e len be\u017en\u00fd kancel\u00e1rsky po\u010d\u00edta\u010d.<\/p>\n\n\n\n<h3>Solution<\/h3>\n\n\n\n<p>Aby dok\u00e1zala umel\u00e1 inteligencia rozpozna\u0165 jemn\u00e9 n\u00e1znaky tvoriacej sa hmly, potrebovala obrovsk\u00fd v\u00fdpo\u010dtov\u00fd v\u00fdkon. V\u00fdvoj\u00e1ri preto vyu\u017eili kapacity \u0161pi\u010dkov\u00e9ho superpo\u010d\u00edta\u010da&nbsp;<strong>Discoverer<\/strong>, ktor\u00fd s\u00eddli v Bulharsku a patr\u00ed medzi najv\u00fdkonnej\u0161ie stroje v Eur\u00f3pe.<\/p>\n\n\n\n<ul>\n<li>V\u010faka tomuto \u201edigit\u00e1lnemu mozgu\u201c t\u00edm otestoval najmodernej\u0161ie algoritmy umelej inteligencie, ktor\u00e9 sa in\u0161piruj\u00fa sp\u00f4sobom, ak\u00fdm sa u\u010d\u00ed \u013eudsk\u00fd mozog.<\/li>\n\n\n\n<li>Superpo\u010d\u00edta\u010d umo\u017enil expertom \u201eprel\u00faska\u0165\u201c tis\u00edce satelitn\u00fdch sn\u00edmok a nau\u010di\u0165 umel\u00fa inteligenciu, ako vyzer\u00e1 za\u010diatok tvorby hmly e\u0161te predt\u00fdm, ako sa stane re\u00e1lnym probl\u00e9mom.<\/li>\n\n\n\n<li>V\u00fdsledkom je funk\u010dn\u00fd prototyp, ktor\u00fd dok\u00e1\u017ee v d\u00e1tach vidie\u0165 s\u00favislosti, ktor\u00e9 by be\u017en\u00e9mu meteorol\u00f3govi alebo star\u0161iemu po\u010d\u00edta\u010dov\u00e9mu modelu unikli.<\/li>\n<\/ul>\n\n\n\n<h3>Impact<\/h3>\n\n\n\n<p>Hoci je projekt st\u00e1le vo f\u00e1ze v\u00fdvoja, u\u017e teraz prin\u00e1\u0161a v\u00fdsledky, ktor\u00e9 maj\u00fa re\u00e1lny dopad na spolo\u010dnos\u0165.<\/p>\n\n\n\n<ul>\n<li>T\u00edm vytvoril metodiku, v\u010faka ktorej vieme, ako spr\u00e1vne \u201ek\u0155mi\u0165\u201c umel\u00fa inteligenciu d\u00e1tami, aby bola predpove\u010f \u010do najpresnej\u0161ia.<\/li>\n\n\n\n<li>Projekt vznikol v \u00fazkej konzult\u00e1cii so Slovensk\u00fdm hydrometeorologick\u00fdm \u00fastavom, \u010do znamen\u00e1, \u017ee v\u00fdsledky maj\u00fa amb\u00edciu pom\u00e1ha\u0165 tam, kde je to najd\u00f4le\u017eitej\u0161ie \u2013 v ka\u017edodennej bezpe\u010dnosti ob\u010danov.<\/li>\n\n\n\n<li>Uk\u00e1zalo sa, \u017ee slovensk\u00e9 inovat\u00edvne n\u00e1pady v kombin\u00e1cii s eur\u00f3pskou \u0161pi\u010dkovou technikou dok\u00e1\u017eu pos\u00fava\u0165 hranice toho, \u010do sme doteraz pova\u017eovali za nepredv\u00eddate\u013en\u00e9<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<h2>Poh\u013ead do bud\u00facnosti<\/h2>\n<\/div>\n<\/div>\n\n\n\n<p>\u00daspe\u0161n\u00fd test prototypu na bulharskom superpo\u010d\u00edta\u010di je len za\u010diatok. T\u00edm FANTOM u\u017e teraz pl\u00e1nuje \u010fal\u0161ie kroky. Cie\u013eom je zdokonali\u0165 syst\u00e9m tak, aby sa z laborat\u00f3rnych podmienok presunul do re\u00e1lnej prev\u00e1dzky. V bud\u00facnosti by tak\u00e1to technol\u00f3gia mohla automaticky varova\u0165 dispe\u010derov na letisk\u00e1ch \u010di spr\u00e1vcov dia\u013enic o prich\u00e1dzaj\u00facej hmle e\u0161te sk\u00f4r, ne\u017e sa objav\u00ed prv\u00e1 kvapka rosy na asfalte. Slovensk\u00ed vedci tak op\u00e4\u0165 dokazuj\u00fa, \u017ee aj v boji s nepredv\u00eddate\u013enou pr\u00edrodou m\u00e1me v ruk\u00e1ch tie najsilnej\u0161ie digit\u00e1lne n\u00e1stroje.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3><\/h3>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p><\/p>\n<\/blockquote>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"is-layout-flex wp-block-gallery-3 wp-block-gallery has-nested-images columns-default is-cropped\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" loading=\"lazy\" width=\"1024\" height=\"572\" src=\"https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_2v4sdu2v4sdu2v4s-1024x572.jpg\" alt=\"\" class=\"wp-image-11235\" srcset=\"https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_2v4sdu2v4sdu2v4s-1024x572.jpg 1024w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_2v4sdu2v4sdu2v4s-300x167.jpg 300w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_2v4sdu2v4sdu2v4s-768x429.jpg 768w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_2v4sdu2v4sdu2v4s-18x10.jpg 18w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_2v4sdu2v4sdu2v4s-1200x670.jpg 1200w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_2v4sdu2v4sdu2v4s.jpg 1376w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"is-layout-constrained wp-block-group\"><div class=\"wp-block-group__inner-container\"><\/div><\/div>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n<\/div><\/div>\n\n\n\n<div class=\"is-layout-flow wp-block-group alignfull posts-all\"><div class=\"wp-block-group__inner-container\">\n<figure class=\"wp-block-image\"><img alt=\"\"\/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"is-layout-flex wp-block-gallery-7 wp-block-gallery has-nested-images columns-default is-cropped\"><\/figure>\n\n\n\n<div class=\"is-horizontal is-content-justification-center is-layout-flex wp-container-9 wp-block-buttons\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"\/en\/news\/\">NEWS<\/a><\/div>\n<\/div>\n\n\n<div class=\"display-posts-listing grid\"><div class=\"listing-item\"><a class=\"image\" href=\"https:\/\/eurocc.nscc.sk\/en\/ked-hmla-necakane-udrie\/\"><img width=\"300\" height=\"167\" src=\"https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_2v4sdu2v4sdu2v4s-300x167.jpg\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_2v4sdu2v4sdu2v4s-300x167.jpg 300w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_2v4sdu2v4sdu2v4s-1024x572.jpg 1024w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_2v4sdu2v4sdu2v4s-768x429.jpg 768w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_2v4sdu2v4sdu2v4s-18x10.jpg 18w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_2v4sdu2v4sdu2v4s-1200x670.jpg 1200w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_2v4sdu2v4sdu2v4s.jpg 1376w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/a> <a class=\"title\" href=\"https:\/\/eurocc.nscc.sk\/en\/ked-hmla-necakane-udrie\/\">Ke\u010f hmla ne\u010dakane udrie<\/a> <span class=\"date\">22 Aug<\/span> <span class=\"excerpt-dash\">-<\/span> <span class=\"excerpt\">Ako v\u010das odhali\u0165 hmlu ako \u201enevidite\u013en\u00fa\u201c hrozbu sk\u00f4r, ne\u017e ochrom\u00ed na\u0161e cesty?<\/span><\/div><div class=\"listing-item\"><a class=\"image\" href=\"https:\/\/eurocc.nscc.sk\/en\/stop-digitalnym-pochlebovacom\/\"><img width=\"282\" height=\"300\" src=\"https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_u7pb5au7pb5au7pb-1-scaled-e1786916429981-282x300.jpg\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_u7pb5au7pb5au7pb-1-scaled-e1786916429981-282x300.jpg 282w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_u7pb5au7pb5au7pb-1-scaled-e1786916429981-963x1024.jpg 963w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_u7pb5au7pb5au7pb-1-scaled-e1786916429981-768x817.jpg 768w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_u7pb5au7pb5au7pb-1-scaled-e1786916429981-11x12.jpg 11w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_u7pb5au7pb5au7pb-1-scaled-e1786916429981-1200x1276.jpg 1200w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/08\/Gemini_Generated_Image_u7pb5au7pb5au7pb-1-scaled-e1786916429981.jpg 1312w\" sizes=\"(max-width: 282px) 100vw, 282px\" \/><\/a> <a class=\"title\" href=\"https:\/\/eurocc.nscc.sk\/en\/stop-digitalnym-pochlebovacom\/\">Stop digit\u00e1lnym pochlebova\u010dom<\/a> <span class=\"date\">16 Aug<\/span> <span class=\"excerpt-dash\">-<\/span> <span class=\"excerpt\">Vedky\u0148a pomocou superpo\u010d\u00edta\u010da prelomila zvyk modelov AI len pr\u00e1zdne chv\u00e1li\u0165 a nau\u010dila ich d\u00e1va\u0165 \u00faprimn\u00fa, kritick\u00fa sp\u00e4tn\u00fa v\u00e4zbu<\/span><\/div><div class=\"listing-item\"><a class=\"image\" href=\"https:\/\/eurocc.nscc.sk\/en\/odvratena-strana-hier\/\"><img width=\"300\" height=\"164\" src=\"https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/07\/Gemini_Generated_Image_ln32f2ln32f2ln32-300x164.png\" class=\"attachment-medium size-medium wp-post-image\" alt=\"\" decoding=\"async\" loading=\"lazy\" srcset=\"https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/07\/Gemini_Generated_Image_ln32f2ln32f2ln32-300x164.png 300w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/07\/Gemini_Generated_Image_ln32f2ln32f2ln32-1024x559.png 1024w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/07\/Gemini_Generated_Image_ln32f2ln32f2ln32-768x419.png 768w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/07\/Gemini_Generated_Image_ln32f2ln32f2ln32-1536x838.png 1536w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/07\/Gemini_Generated_Image_ln32f2ln32f2ln32-2048x1117.png 2048w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/07\/Gemini_Generated_Image_ln32f2ln32f2ln32-18x10.png 18w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/07\/Gemini_Generated_Image_ln32f2ln32f2ln32-1200x655.png 1200w, https:\/\/eurocc.nscc.sk\/wp-content\/uploads\/2026\/07\/Gemini_Generated_Image_ln32f2ln32f2ln32-1980x1080.png 1980w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/a> <a class=\"title\" href=\"https:\/\/eurocc.nscc.sk\/en\/odvratena-strana-hier\/\">Odvr\u00e1ten\u00e1 strana bezplatn\u00fdch hier<\/a> <span class=\"date\">11 Jul<\/span> <span class=\"excerpt-dash\">-<\/span> <span class=\"excerpt\">Ako slovensk\u00fd t\u00edm s pomocou superpo\u010d\u00edta\u010da vyrie\u0161il r\u00e9bus extr\u00e9mne vz\u00e1cneho spr\u00e1vania hr\u00e1\u010dov<\/span><\/div><\/div>\n<\/div><\/div>","protected":false},"excerpt":{"rendered":"<p>Ako v\u010das odhali\u0165 hmlu ako \u201enevidite\u013en\u00fa\u201c hrozbu sk\u00f4r, ne\u017e ochrom\u00ed na\u0161e cesty?<\/p>","protected":false},"author":7,"featured_media":11235,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"templates\/template-full-width.php","format":"standard","meta":[],"categories":[12,9,1],"tags":[],"_links":{"self":[{"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/posts\/11234"}],"collection":[{"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/users\/7"}],"replies":[{"embeddable":true,"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/comments?post=11234"}],"version-history":[{"count":1,"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/posts\/11234\/revisions"}],"predecessor-version":[{"id":11236,"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/posts\/11234\/revisions\/11236"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/media\/11235"}],"wp:attachment":[{"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/media?parent=11234"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/categories?post=11234"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/eurocc.nscc.sk\/en\/wp-json\/wp\/v2\/tags?post=11234"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}