{"id":37306,"date":"2019-10-31T22:16:52","date_gmt":"2019-10-31T19:16:52","guid":{"rendered":"https:\/\/prohoster.info\/blog\/kak-rabotayut-krupnejshie-v-mire-sistemy-videonablyudeniya\/"},"modified":"2019-10-31T22:16:52","modified_gmt":"2019-10-31T19:16:52","slug":"kak-rabotayut-krupnejshie-v-mire-sistemy-videonablyudeniya","status":"publish","type":"post","link":"https:\/\/prohoster.info\/sk\/blog\/news\/kak-rabotayut-krupnejshie-v-mire-sistemy-videonablyudeniya","title":{"rendered":"Ako funguj\u00fa najv\u00e4\u010d\u0161ie syst\u00e9my videodoh\u013eadu na svete.","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p><img decoding=\"async\" alt=\"Ako funguj\u00fa najv\u00e4\u010d\u0161ie syst\u00e9my videodoh\u013eadu na svete.\" src=\"\/wp-content\/uploads\/2019\/08\/62ad9cb725e5990517a4aafa021a59c6.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nV predch\u00e1dzaj\u00facich pr\u00edspevkoch sme hovorili o jednoduch\u00fdch syst\u00e9moch videonitorovania v podnikan\u00ed, teraz sa v\u0161ak zamerajme na projekty, v ktor\u00fdch po\u010det kamier sa po\u010d\u00edta na tis\u00edce.<\/p>\n<p>\u010casto je rozdiel medzi najdrah\u0161\u00edmi syst\u00e9mami videonitorovania a rie\u0161eniami, ktor\u00e9 u\u017e teraz m\u00f4\u017ee pou\u017e\u00edva\u0165 mal\u00fd a stredn\u00fd podnik, v rozsahu a rozpo\u010dte. Pri absencii obmedzen\u00ed v cene projektu m\u00f4\u017eete u\u017e teraz postavi\u0165 bud\u00facnos\u0165 v ur\u010ditej oblasti.<br \/>\n<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<h2>Rie\u0161enia v E\u00da<\/h2>\n<p>\n<img decoding=\"async\" alt=\"Ako funguj\u00fa najv\u00e4\u010d\u0161ie syst\u00e9my videodoh\u013eadu na svete.\" src=\"\/wp-content\/uploads\/2019\/08\/45c6acc1dcd96093722d88e4ea8058b9.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<noindex><a rel=\"nofollow\" href=\"http:\/\/pl.apsysgroup.com\/portfolios\/galeria-katowicka\/\">Zdroj<\/a><\/noindex><\/p>\n<p>Obchodn\u00fd komplex Galeria Katowicka bol otvoren\u00fd v roku 2013 v centre po\u013esk\u00e9ho mesta Katovice. Na ploche 52 tis\u00edc m\u00b2 sa nach\u00e1dza viac ako 250 obchodov a kancel\u00e1ri\u00ed z oblasti slu\u017eieb, modern\u00e9 kino a podzemn\u00e1 parkovisko pre 1,2 tis\u00edc vozidiel. V TC sa nach\u00e1dza aj \u017eelezni\u010dn\u00e1 stanica.<\/p>\n<p>S oh\u013eadom na ve\u013ek\u00fa plochu postavila spr\u00e1vcovsk\u00e1 spolo\u010dnos\u0165 Neinver pred dod\u00e1vate\u013eov zlo\u017eit\u00fa \u00falohu: vytvori\u0165 syst\u00e9m videonitorovania, ktor\u00fd bude \u00faplne pokr\u00fdva\u0165 \u00fazemie (bez slep\u00fdch miest, aby sa zabr\u00e1nilo r\u00f4znym trestn\u00fdm \u010dinom, zabezpe\u010dila bezpe\u010dnos\u0165 n\u00e1v\u0161tevn\u00edkov a uchovanie majetku obchodn\u00fdch spolo\u010dnost\u00ed a host\u00ed), uchov\u00e1va\u0165 \u00fadaje o n\u00e1v\u0161tevn\u00edkoch a vies\u0165 ich po\u010det pre vytvorenie individu\u00e1lnych \u00fadajov o po\u010dte n\u00e1v\u0161tevn\u00edkov ka\u017ed\u00e9ho obchodu. V tomto pr\u00edpade zlo\u017eitost projektu m\u00f4\u017eeme pokojne n\u00e1sobi\u0165 250 \u2014 pod\u013ea po\u010dtu pozorovac\u00edch bodov. V skuto\u010dnosti ide o 250 samostatn\u00fdch podprojektov. Pod\u013ea na\u0161ich sk\u00fasenost\u00ed m\u00f4\u017ee by\u0165 umiestnenie aj jedn\u00e9ho po\u010d\u00edtadla n\u00e1v\u0161tevn\u00edkov zlo\u017eitou \u00falohou pri mont\u00e1\u017ei zariadenia bez vyu\u017eitia odborn\u00edkov.<\/p>\n<p><img decoding=\"async\" alt=\"Ako funguj\u00fa najv\u00e4\u010d\u0161ie syst\u00e9my videodoh\u013eadu na svete.\" src=\"\/wp-content\/uploads\/2019\/08\/2e14446c2d9813556452d6bee1ff6818.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<noindex><a rel=\"nofollow\" href=\"https:\/\/www.unifore.net\/product-highlights\/4k-ptz-dome-network-camera-from-axis-q6128-e.html\">Zdroj<\/a><\/noindex><\/p>\n<p>Na realiz\u00e1ciu projektu boli vybran\u00e9 IP kamery s integrovanou videoanal\u00fdzou. Jednou z hlavn\u00fdch vlastnost\u00ed kamier bola mo\u017enos\u0165 zaznamen\u00e1va\u0165 inform\u00e1cie aj pri v\u00fdpadku spojenia kamery so serverom.<\/p>\n<p>Ke\u010f\u017ee obchodn\u00e9 centrum m\u00e1 ve\u013ek\u00fd po\u010det vstupov a v\u00fdstupov, ako aj mno\u017estvo obchodn\u00fdch a administrat\u00edvnych priestorov, po\u017eadovalo sa nain\u0161talova\u0165 nieko\u013eko kamier do ka\u017ed\u00e9ho priestoru.<\/p>\n<p>Na zabezpe\u010denie maxim\u00e1lnej kvality a r\u00fdchlosti prenosu sign\u00e1lu bol vybran\u00fd kombinovan\u00fd variant siete s pou\u017eit\u00edm optick\u00fdch vl\u00e1kien a tradi\u010dn\u00e9ho kr\u00faten\u00e9ho p\u00e1ru. Po\u010das mont\u00e1\u017enych pr\u00e1c bolo po celom budove polo\u017een\u00fdch 30 km k\u00e1blov.<\/p>\n<p>Pri mont\u00e1\u017ei syst\u00e9mu sa projektanti stretli s nieko\u013ek\u00fdmi \u0165a\u017ekos\u0165ami, ktor\u00e9 si vy\u017eiadali pou\u017eitie netradi\u010dn\u00fdch pr\u00edstupov. Ke\u010f\u017ee hlavn\u00fd vchod do Galeria Katowicka m\u00e1 tvar \u0161irok\u00e9ho polkruhu, in\u017einierom bolo potrebn\u00e9 naraz nain\u0161talova\u0165 desa\u0165 kamier na presn\u00e9 po\u010d\u00edtanie prich\u00e1dzaj\u00facich n\u00e1v\u0161tevn\u00edkov. Ich \u010dinnos\u0165 a prich\u00e1dzaj\u00face video bolo potrebn\u00e9 synchronizova\u0165 medzi sebou, aby sa predi\u0161lo opakovan\u00e9mu po\u010d\u00edtaniu tej istej osoby.<\/p>\n<p>Pom\u011brne zlo\u017eitou sa uk\u00e1zala aj \u00faloha prepojenia syst\u00e9mu po\u010d\u00edtania s monitoringom parkovania: bolo potrebn\u00e9 zjednoti\u0165 \u00fadaje, ktor\u00e9 prich\u00e1dzali z oboch syst\u00e9mov, do spolo\u010dnej spr\u00e1vy bez duplik\u00e1tov a v jednom form\u00e1te.<\/p>\n<p>Na kontrolu a overenie funk\u010dnosti s\u00fa do videokamery zabudovan\u00e9 prostriedky samodiagnostiky a testovania, pomocou ktor\u00fdch je mo\u017en\u00e9 z\u00edskava\u0165 \u00fadaje o n\u00e1v\u0161tevn\u00edkoch s maxim\u00e1lnou presnos\u0165ou a zabezpe\u010di\u0165 r\u00fdchlu opravu zariadenia.<br \/>\nSyst\u00e9m v n\u00e1kupnom centre Galeria Katowicka sa stal najv\u00e4\u010d\u0161\u00edm v Eur\u00f3pe komplexom na automatick\u00e9 po\u010d\u00edtanie n\u00e1v\u0161tevn\u00edkov.<\/p>\n<h2>Najstar\u0161\u00ed syst\u00e9m videomonitoringu v Lond\u00fdne<\/h2>\n<p>\n<img decoding=\"async\" alt=\"Ako funguj\u00fa najv\u00e4\u010d\u0161ie syst\u00e9my videodoh\u013eadu na svete.\" src=\"\/wp-content\/uploads\/2019\/08\/0c2562297bbd27155b7e3db68c2c3859.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<noindex><a rel=\"nofollow\" href=\"https:\/\/www.caughtoncamera.net\/news\/how-many-cctv-cameras-in-london\/cctv-cameras-and-big-ben-london-landmark\/\">Zdroj<\/a><\/noindex><\/p>\n<p>Po\u010das oper\u00e1cie 'Vedana' (tak sa volalo vy\u0161etrovanie pr\u00edpadu Skripa\u013eov) zamestnanci Skotskej policie pre\u0161tudovali, pod\u013ea ofici\u00e1lnych \u00fadajov, 11 tis\u00edc hod\u00edn r\u00f4znych videoz\u00e1znamov. A samozrejme, museli verejnosti predstavi\u0165 v\u00fdsledky svojej pr\u00e1ce. Tento epiz\u00f3d v\u00fdborne ilustruje, ak\u00fdch rozmerov m\u00f4\u017ee dosiahnu\u0165 syst\u00e9m videomonitoringu s prakticky neobmedzen\u00fdm rozpo\u010dtom.<\/p>\n<p>Lond\u00fdnsku bezpe\u010dnostn\u00fa syst\u00e9m bez preh\u00e1\u0148ania mo\u017eno nazva\u0165 jedn\u00fdm z najv\u00e4\u010d\u0161\u00edch na svete, a toto prvenstvo je celkom pochopite\u013en\u00e9. Prv\u00e9 kamery boli in\u0161talovan\u00e9 v roku 1960 na Trafalgarskom n\u00e1mest\u00ed na zabezpe\u010denie poriadku po\u010das n\u00e1v\u0161tevy thajskej kr\u00e1\u013eovskej rodiny, preto\u017ee sa o\u010dak\u00e1valo ve\u013ek\u00e9 zhroma\u017edenie \u013eud\u00ed.<br \/>\nAby sme pochopili rozsah videokamery v Lond\u00fdne, uviedol nieko\u013eko p\u00f4sobiv\u00fdch \u010d\u00edsel poskytnut\u00fdch Britskou asoci\u00e1ciou priemyslu bezpe\u010dnosti (BSIA) v roku 2018.<\/p>\n<p>V samotnom Lond\u00fdne je nain\u0161talovan\u00fdch pribli\u017ene 642 tis\u00edc sledovac\u00edch zariaden\u00ed, z ktor\u00fdch 15 tis\u00edc je v metre. To znamen\u00e1, \u017ee v priemere na 14 obyvate\u013eov a n\u00e1v\u0161tevn\u00edkov mesta pripad\u00e1 jedna kamera, a ka\u017ed\u00fd \u010dlovek sa dostane do zorn\u00e9ho po\u013ea objekt\u00edvu kamier pribli\u017ene 300-kr\u00e1t za de\u0148.<\/p>\n<p><img decoding=\"async\" alt=\"Ako funguj\u00fa najv\u00e4\u010d\u0161ie syst\u00e9my videodoh\u013eadu na svete.\" src=\"\/wp-content\/uploads\/2019\/08\/f54f5b9dd3920cd8bde4a4c4f28e1147.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<i>Dvaja oper\u00e1tori s\u00fa neust\u00e1le pr\u00edtomn\u00ed v dispe\u010derskom stredisku na kontrolu situ\u00e1cie v jednej z \u010dast\u00ed Lond\u00fdna. <noindex><a rel=\"nofollow\" href=\"https:\/\/www.nationalgeographic.com\/magazine\/2018\/02\/surveillance-watching-you\/\">Zdroj<\/a><\/noindex><\/i><\/p>\n<p>V\u0161etky d\u00e1ta z kamier prich\u00e1dzaj\u00fa do \u0161peci\u00e1lneho podzemn\u00e9ho bunkra, ktor\u00e9ho umiestnenie nie je zverejnen\u00e9. Tento objekt spravuje s\u00fakromn\u00e1 spolo\u010dnos\u0165 v spolupr\u00e1ci s pol\u00edciou a miestnym \u00faradom.<\/p>\n<p>V mestskom syst\u00e9me videodoh\u013eadu existuj\u00fa tie\u017e s\u00fakromn\u00e9, uzavret\u00e9 syst\u00e9my, umiestnen\u00e9 napr\u00edklad v r\u00f4znych obchodn\u00fdch centr\u00e1ch, re\u0161taur\u00e1ci\u00e1ch, obchodoch a pod. Vo Ve\u013ekej Brit\u00e1nii je pribli\u017ene 4 mili\u00f3ny tak\u00fdchto syst\u00e9mov \u2014 viac ako v akejko\u013evek inej z\u00e1padnej krajine.<\/p>\n<p>Pod\u013ea ofici\u00e1lnych \u00fadajov vl\u00e1da vynaklad\u00e1 pribli\u017ene 2,2 miliardy libier na udr\u017eiavanie tohto syst\u00e9mu. Svoj \"chlieb\" tento komplex \u010destne odpracov\u00e1va \u2014 pol\u00edcia pomocou neho dok\u00e1zala vyrie\u0161i\u0165 pribli\u017ene 95% zlo\u010dinov v meste.<\/p>\n<h2>Syst\u00e9m videodoh\u013eadu v Moskve<\/h2>\n<p>\n<img decoding=\"async\" alt=\"Ako funguj\u00fa najv\u00e4\u010d\u0161ie syst\u00e9my videodoh\u013eadu na svete.\" src=\"\/wp-content\/uploads\/2019\/08\/8ba4ffc734548a34298137352e0db737.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<noindex><a rel=\"nofollow\" href=\"https:\/\/www.mos.ru\/news\/item\/30105073\/\">Zdroj<\/a><\/noindex><\/p>\n<p>V s\u00fa\u010dasnosti je v Moskve nain\u0161talovan\u00fdch pribli\u017ene 170 tis\u00edc kamier, z toho 101 tis\u00edc \u2014 vo vchodoch, 20 tis\u00edc \u2014 na dvoroch a viac ako 3,6 tis\u00edc \u2014 na verejn\u00fdch priestranstv\u00e1ch.<\/p>\n<p>Kamery s\u00fa rozmiestnen\u00e9 tak, aby sa minimalizoval po\u010det m\u0155tvych uhlov. Ak sa poriadne rozhliadnete, ur\u010dite si v\u0161imnete, \u017ee kontroln\u00e9 zariadenia s\u00fa takmer v\u0161ade (naj\u010dastej\u0161ie na \u00farovni strechy budov). Dokonca aj domof\u00f3ny v ka\u017edom vchode obytn\u00fdch domov s\u00fa vybaven\u00e9 kamerou, ktor\u00e1 sn\u00edma tv\u00e1r vstupuj\u00facej osoby.<\/p>\n<p>V\u0161etky kamery v meste nepretr\u017eite pren\u00e1\u0161aj\u00fa obraz cez optick\u00e9 vl\u00e1kna do Jednotn\u00e9ho centra ukladania a spracovania d\u00e1t (JCU\u0160D) \u2014 tu sa nach\u00e1dza jadro mestsk\u00e9ho videomana\u017ementu, ktor\u00e9 zah\u0155\u0148a stovky serverov schopn\u00fdch prij\u00edma\u0165 prich\u00e1dzaj\u00faci prenos r\u00fdchlos\u0165ou a\u017e 120 Gbit\/s.<\/p>\n<p>Videod\u00e1ta s\u00fa pren\u00e1\u0161an\u00e9 cez protokol RTSP. Na arch\u00edvne uchov\u00e1vanie z\u00e1znamov v syst\u00e9me je pou\u017eit\u00fdch viac ako 11 tis\u00edc pevn\u00fdch diskov, pri\u010dom celkov\u00fd objem \u00falo\u017eiska dosahuje 20 petabajtov.<\/p>\n<p>Modul\u00e1rna architekt\u00fara softv\u00e9ru centra umo\u017e\u0148uje najefekt\u00edvnej\u0161ie vyu\u017eitie hardv\u00e9rov\u00fdch a softv\u00e9rov\u00fdch zdrojov. Syst\u00e9m je pripraven\u00fd na najextr\u00e9mnej\u0161ie za\u0165a\u017eenie: aj ke\u010f v\u0161etci obyvatelia mesta chc\u00fa s\u00fa\u010dasne pozrie\u0165 videonahr\u00e1vky so v\u0161etk\u00fdch kamier, syst\u00e9m \"nespadne\".<\/p>\n<p>Okrem svojej z\u00e1kladnej funkcie \u2013 prevencie trestnej \u010dinnosti na \u00fazem\u00ed mesta a pomoci pri jej odha\u013eovan\u00ed \u2013 sa syst\u00e9m \u0161iroko vyu\u017e\u00edva na monitorovanie dvorov\u00fdch priestorov.<\/p>\n<p>Z\u00e1znamy z kamier umiestnen\u00fdch na verejn\u00fdch miestach, v obchodn\u00fdch objektov, vo dvoroch a vchodoch domov sa uchov\u00e1vaj\u00fa p\u00e4\u0165 dn\u00ed, zatia\u013e \u010do z\u00e1znamy z kamier v \u0161kolsk\u00fdch zariadeniach sa uchov\u00e1vaj\u00fa 30 dn\u00ed.<\/p>\n<p>Funk\u010dnos\u0165 kamier zabezpe\u010duj\u00fa zmluvn\u00ed dod\u00e1vatelia a v s\u00fa\u010dasnosti po\u010det nefunk\u010dn\u00fdch kamier nepresahuje 0,3%.<\/p>\n<h2>AI v New Yorku<\/h2>\n<p>\n<img decoding=\"async\" alt=\"Ako funguj\u00fa najv\u00e4\u010d\u0161ie syst\u00e9my videodoh\u013eadu na svete.\" src=\"\/wp-content\/uploads\/2019\/08\/900588fa2a7086aaf04298d9f693ec16.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<noindex><a rel=\"nofollow\" href=\"https:\/\/alphacomputergroup.com\/security-cameras-manhattan-ny-nyc-new-york-video-surveillance-cctv-systems-remote-viewing-manhattan-ny-long-island-spy-cams-nanny-cams-hidden-cams-security-camera-system-installation-manhattan-commerc\/\">Zdroj<\/a><\/noindex><\/p>\n<p>Rozsah syst\u00e9mu monitorovania v New Yorku je, napriek po\u010dtu obyvate\u013eov \"Ve\u013ek\u00e9ho jablka\" (asi 9 mili\u00f3nov), ove\u013ea ni\u017e\u0161\u00ed ako v Lond\u00fdne a Moskve \u2013 v meste je nain\u0161talovan\u00fdch len asi 20 tis\u00edc kamier. Najv\u00e4\u010d\u0161\u00ed po\u010det kamier je umiestnen\u00fd na miestach s vysokou koncentr\u00e1ciou \u013eud\u00ed \u2013 v metre, na \u017eelezni\u010dn\u00fdch staniciach, mostoch a tuneloch.<\/p>\n<p>Pred nieko\u013ek\u00fdmi rokmi spolo\u010dnos\u0165 Microsoft zaviedla inovat\u00edvny syst\u00e9m \u2013 Domain Awareness System (<noindex><a rel=\"nofollow\" href=\"https:\/\/en.wikipedia.org\/wiki\/Domain_Awareness_System\">DAS<\/a><\/noindex>), ktor\u00fd, pod\u013ea vyhl\u00e1senia jej vytvorite\u013eov, m\u00e1 skuto\u010dne revolu\u010dne zmeni\u0165 \u010dinnos\u0165 org\u00e1nov \u010dinn\u00fdch v trestnom konan\u00ed a spravodajsk\u00fdch slu\u017eieb.<\/p>\n<p>Faktom je, \u017ee v porovnan\u00ed s oby\u010dajn\u00fdm syst\u00e9mom monitorovania, ktor\u00fd pren\u00e1\u0161a obraz z konkr\u00e9tnej oblasti, DAS dok\u00e1\u017ee poskytn\u00fa\u0165 policajtom mno\u017estvo slu\u017eobn\u00fdch inform\u00e1ci\u00ed. Napr\u00edklad, ak sa na kontrolovanej ploche objav\u00ed zn\u00e1my recidivista, syst\u00e9m ho rozpozn\u00e1 a na obrazovke oper\u00e1tora zobraz\u00ed v\u0161etky \u00fadaje o jeho trestnej minulosti, na z\u00e1klade ktor\u00fdch sa rozhodne, ak\u00e9 opatrenia prija\u0165. Ak podozriv\u00fd prich\u00e1dza autom, syst\u00e9m automaticky sledova\u0165 jeho trasu a informuje o tom pol\u00edciu.<\/p>\n<p>Domain Awareness System m\u00f4\u017ee by\u0165 pr\u00ednosom aj pre rozli\u0161ovacie zlo\u017eky bojuj\u00face proti terorizmu, preto\u017ee jej pomocou je mo\u017en\u00e9 jednoducho sledova\u0165 ka\u017ed\u00e9ho podozrivo vyzeraj\u00faceho \u010dloveka, ktor\u00fd v preplnenej oblasti zanechal ta\u0161ku, batoh alebo kufor. Syst\u00e9m plne reprodukuje na obrazovke situ\u010dn\u00e9ho centra cel\u00fa trasu pohybu a pol\u00edcia nemus\u00ed tr\u00e1vi\u0165 \u010das vypo\u010d\u00favan\u00edm a h\u013eadan\u00edm svedkov.<\/p>\n<p>Dnes je v DAS prepojen\u00fdch viac ako 3 000 videokamier a ich po\u010det neust\u00e1le rastie. V syst\u00e9me s\u00fa implementovan\u00e9 r\u00f4zne senzory, ktor\u00e9 reaguj\u00fa napr\u00edklad na v\u00fdbu\u0161n\u00e9 l\u00e1tky, senzory environment\u00e1lnych podmienok a syst\u00e9m na rozpozn\u00e1vanie eviden\u010dn\u00fdch \u010d\u00edsiel vozidiel. Syst\u00e9m Domain Awareness m\u00e1 pr\u00edstup prakticky ku v\u0161etk\u00fdm datab\u00e1zam mesta, \u010do umo\u017e\u0148uje r\u00fdchlo z\u00edska\u0165 inform\u00e1cie o v\u0161etk\u00fdch objektoch, ktor\u00e9 s\u00fa v zornom poli kamier.<\/p>\n<p>Syst\u00e9m sa neust\u00e1le roz\u0161iruje a dop\u013a\u0148a o nov\u00e9 funk\u010dn\u00e9 mo\u017enosti. Spolo\u010dnos\u0165 Microsoft pl\u00e1nuje jeho nasadenie aj v \u010fal\u0161\u00edch mest\u00e1ch USA.<\/p>\n<h2>Ve\u013ek\u00fd \u010d\u00ednsky syst\u00e9m<\/h2>\n<p>\nV \u010c\u00edne existuje aj \"anal\u00f3gov\u00fd komplex videon\u00e1h\u013eadu\": viac ako 850 000 dobrovo\u013en\u00edkov, d\u00f4chodcov oble\u010den\u00fdch v ofici\u00e1lnych \u010derven\u00fdch vest\u00e1ch alebo s n\u00e1\u0161ivkami, sleduje podozriv\u00e9 spr\u00e1vanie ob\u010danov na uliciach.<\/p>\n<p><img decoding=\"async\" alt=\"Ako funguj\u00fa najv\u00e4\u010d\u0161ie syst\u00e9my videodoh\u013eadu na svete.\" src=\"\/wp-content\/uploads\/2019\/08\/3ffaa57bdf382e90f26445067bec3524.jpg\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<noindex><a rel=\"nofollow\" href=\"https:\/\/www.nationalgeographic.com\/magazine\/2018\/02\/surveillance-watching-you\/\">Zdroj<\/a><\/noindex><\/p>\n<p>V \u010c\u00edne \u017eije 1,4 miliardy \u013eud\u00ed, z toho 22 mili\u00f3nov v Pekingu. Toto mesto sa umiest\u0148uje na druhom mieste po Lond\u00fdne z h\u013eadiska po\u010dtu nain\u0161talovan\u00fdch kamier na obyvate\u013ea. \u00darady tvrdia, \u017ee mesto je pokryt\u00e9 videon\u00e1h\u013eadom na 100 %. Pod\u013ea neofici\u00e1lnych \u00fadajov v s\u00fa\u010dasnosti po\u010det kamier v Pekingu presahuje 450 000, hoci e\u0161te v roku 2015 ich bolo iba 46 000.<\/p>\n<p>Desatin\u00e1sobn\u00e9 zv\u00fd\u0161enie po\u010dtu kamier je sp\u00f4soben\u00e9 t\u00fdm, \u017ee ned\u00e1vno sa mestsk\u00fd syst\u00e9m videon\u00e1h\u013eadu v Pekingu stal s\u00fa\u010das\u0165ou celon\u00e1rodn\u00e9ho projektu Skynet, ktor\u00e9ho realiz\u00e1cia sa za\u010dala pred 14 rokmi. Autori projektu si ur\u010dite nevybrali toto meno n\u00e1hodou. Na jednej strane sa skvele koreluje s dobre zn\u00e1mym neofici\u00e1lnym n\u00e1zvom \u010c\u00edny \u2014 \"Podnebesk\u00e1 r\u00ed\u0161a\", alebo Tien-Sia. Na druhej strane sa pon\u00faka anal\u00f3gia s filmom \"Termin\u00e1tor\", v ktorom bola tak nazvan\u00e1 syst\u00e9m umel\u00e9 inteligencie planet\u00e1rneho rozsahu. Zd\u00e1 sa n\u00e1m, \u017ee oba tieto sign\u00e1ly s\u00fa spr\u00e1vne, a \u010doskoro pochop\u00edte pre\u010do.<\/p>\n<p>Ide o to, \u017ee glob\u00e1lny syst\u00e9m videon\u00e1h\u013eadu a rozpozn\u00e1vania tv\u00e1r\u00ed v \u010c\u00edne, pod\u013ea pl\u00e1nov jeho tvorcov, by mal zaznamen\u00e1va\u0165 v\u0161etko, \u010do ka\u017ed\u00fd ob\u010dan krajiny rob\u00ed. V\u0161etky akcie \u010c\u00ed\u0148anov s\u00fa neust\u00e1le zaznamen\u00e1van\u00e9 videokamerami s technol\u00f3giou rozpozn\u00e1vania tv\u00e1r\u00ed. Inform\u00e1cie z nich sa dost\u00e1vaj\u00fa do r\u00f4znych datab\u00e1z, ktor\u00fdch je v s\u00fa\u010dasnosti nieko\u013eko desiatok.<\/p>\n<p>Hlavn\u00fdm v\u00fdvoj\u00e1rom syst\u00e9mu videokontroly je spolo\u010dnos\u0165 SenseTime. \u0160peci\u00e1lny softv\u00e9r, vytvoren\u00fd na z\u00e1klade strojov\u00e9ho u\u010denia, dok\u00e1\u017ee \u013eahko rozpozna\u0165 nielen ka\u017ed\u00e9ho \u010dloveka na videu, ale aj zna\u010dky a modely automobilov, zna\u010dky oble\u010denia, vek, pohlavie a \u010fal\u0161ie d\u00f4le\u017eit\u00e9 charakteristiky objektov, ktor\u00e9 sa dostali do z\u00e1b\u011bru.<\/p>\n<p>Ka\u017ed\u00e1 osoba v z\u00e1bere je ozna\u010den\u00e1 svojou farbou a ved\u013ea sa zobrazuje de\u0161ifrovanie farebn\u00e9ho bloku. Tak\u017ee oper\u00e1tor okam\u017eite z\u00edska maxim\u00e1lne inform\u00e1cie o objektoch v z\u00e1bere.<\/p>\n<p>Spolo\u010dnos\u0165 SenseTime akt\u00edvne spolupracuje aj s v\u00fdrobcami smartf\u00f3nov. Jej programy SenseTotem a SenseFace pom\u00e1haj\u00fa rozpozn\u00e1va\u0165 scen\u00e1re potenci\u00e1lnych zlo\u010dinov a tv\u00e1re mo\u017en\u00fdch p\u00e1chate\u013eov.<\/p>\n<p>Syst\u00e9m kontroly spolupracuje aj s v\u00fdvoj\u00e1rmi popul\u00e1rneho messengeru WeChat a syst\u00e9mu platieb Alipay.<\/p>\n<p>N\u00e1sledne \u0161peci\u00e1lne navrhnut\u00e9 algoritmy hodnotia ka\u017ed\u00fd \u010din ob\u010dana, prib\u00edjaj\u00fac body za dobr\u00e9 \u010diny a odpo\u010d\u00edtavaj\u00fac za zl\u00e9. Tak sa pre ka\u017ed\u00e9ho obyvate\u013ea krajiny vytvor\u00ed osobn\u00fd \u201esoci\u00e1lny bod\u201c.<\/p>\n<p>V podstate to vyzer\u00e1 tak, \u017ee \u017eivot v Podnebeskej r\u00ed\u0161i za\u010d\u00edna pripom\u00edna\u0165 po\u010d\u00edta\u010dov\u00fa hru. Ak sa ob\u010dan spr\u00e1va nezodpovedne na verejn\u00fdch miestach, ur\u00e1\u017ea in\u00fdch a vedie - ako sa hovor\u00ed - antisosci\u00e1lny \u017eivot, jeho \u201esoci\u00e1lny bod\u201c sa r\u00fdchlo stane negat\u00edvnym a v\u0161ade dostane odmietnutie.<\/p>\n<p>Syst\u00e9m zatia\u013e funguje v experiment\u00e1lnom re\u017eime, ale do roku 2021 ho zaviedn\u00fa po celej krajine a spoj\u00ed do jednej siete. Tak\u017ee o p\u00e1r rokov bude Skynet vedie\u0165 v\u0161etko o ka\u017edom ob\u010danovi \u010c\u00edny!<\/p>\n<h2>Na z\u00e1ver<\/h2>\n<p>\n\u010cl\u00e1nok sa zaober\u00e1 syst\u00e9mami, ktor\u00fdch cena je mili\u00f3ny dol\u00e1rov. Ale dokonca ani v najrozsiahlej\u0161\u00edch syst\u00e9moch nie s\u00fa \u017eiadne jedine\u010dn\u00e9 mo\u017enosti dostupn\u00e9 len za astronomick\u00e9 sumy. Technol\u00f3gie neust\u00e1le zlac\u0148uj\u00fa: to, \u010do pred 20 rokmi st\u00e1lo desiatky tis\u00edc dol\u00e1rov, sa dnes d\u00e1 k\u00fapi\u0165 za tis\u00edce rub\u013eov.<\/p>\n<p>Ak porovn\u00e1me funkcie najdrah\u0161\u00edch syst\u00e9mov videon\u00e1vrhu na svete s ob\u013e\u00faben\u00fdmi rie\u0161eniami, ktor\u00e9 sa teraz pou\u017e\u00edvaj\u00fa mal\u00fdmi a stredn\u00fdmi podnikmi, rozdiel medzi nimi sa objav\u00ed iba v rozsahu.<br \/>\n<br \/>Zdroj: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/company\/ivideon\/blog\/464407\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0412 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0445 \u043f\u043e\u0441\u0442\u0430\u0445 \u043c\u044b \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u043b\u0438 \u043e \u043f\u0440\u043e\u0441\u0442\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445 \u0432\u0438\u0434\u0435\u043e\u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f \u0432 \u0431\u0438\u0437\u043d\u0435\u0441\u0435, \u0441\u0435\u0439\u0447\u0430\u0441 \u0436\u0435 \u0440\u0435\u0447\u044c \u043f\u043e\u0439\u0434\u0435\u0442 \u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430\u0445, \u0432 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u043a\u0430\u043c\u0435\u0440 \u0438\u0441\u0447\u0438\u0441\u043b\u044f\u0435\u0442\u0441\u044f \u0442\u044b\u0441\u044f\u0447\u0430\u043c\u0438. \u0427\u0430\u0441\u0442\u043e \u0440\u0430\u0437\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 \u0441\u0430\u043c\u044b\u043c\u0438 \u0434\u043e\u0440\u043e\u0433\u0438\u043c\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u043c\u0438 \u0432\u0438\u0434\u0435\u043e\u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f \u0438 \u0440\u0435\u0448\u0435\u043d\u0438\u044f\u043c\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0443\u0436\u0435 \u0441\u0435\u0439\u0447\u0430\u0441 \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c \u043c\u0430\u043b\u044b\u0439 \u0438 \u0441\u0440\u0435\u0434\u043d\u0438\u0439 \u0431\u0438\u0437\u043d\u0435\u0441, \u0437\u0430\u043a\u043b\u044e\u0447\u0430\u0435\u0442\u0441\u044f \u0432 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0435 \u0438 \u0431\u044e\u0434\u0436\u0435\u0442\u0435. \u041f\u0440\u0438 \u043e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0438\u0438 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u0439 \u0432 \u0441\u0442\u043e\u0438\u043c\u043e\u0441\u0442\u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u043f\u0440\u044f\u043c\u043e [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":27986,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-37306","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.4 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0412 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0445 \u043f\u043e\u0441\u0442\u0430\u0445 \u043c\u044b \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u043b\u0438.\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<meta name=\"author\" content=\"Yuri Gagarin\"\/>\n\t<link rel=\"canonical\" href=\"https:\/\/prohoster.info\/sk\/blog\/news\/kak-rabotayut-krupnejshie-v-mire-sistemy-videonablyudeniya\" \/>\n\t\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 5.0.4\" \/>\n\t\t<meta property=\"og:locale\" content=\"sk_SK\" \/>\n\t\t<meta property=\"og:site_name\" content=\"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\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"\ud83e\udd47\u041a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u043a\u0440\u0443\u043f\u043d\u0435\u0439\u0448\u0438\u0435 \u0432 \u043c\u0438\u0440\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0432\u0438\u0434\u0435\u043e\u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f | ProHoster\" \/>\n\t\t<meta property=\"og:description\" content=\"\u0412 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0445 \u043f\u043e\u0441\u0442\u0430\u0445 \u043c\u044b \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u043b\u0438.\" \/>\n\t\t<meta property=\"og:url\" content=\"https:\/\/prohoster.info\/sk\/blog\/news\/kak-rabotayut-krupnejshie-v-mire-sistemy-videonablyudeniya\" \/>\n\t\t<meta property=\"og:image\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:secure_url\" content=\"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg\" \/>\n\t\t<meta property=\"og:image:width\" content=\"350\" \/>\n\t\t<meta property=\"og:image:height\" content=\"350\" \/>\n\t\t<meta property=\"article:published_time\" content=\"2019-10-31T19:16:52+00:00\" \/>\n\t\t<meta property=\"article:modified_time\" content=\"2019-10-31T19:16:52+00:00\" \/>\n\t\t<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<meta property=\"article:author\" content=\"https:\/\/www.facebook.com\/prohoster\" \/>\n\t\t<!-- All in One SEO -->\n\n","aioseo_head_json":{"title":"\ud83e\udd47Ako funguj\u00fa najv\u00e4\u010d\u0161ie syst\u00e9my videon\u00e1vrhu na svete | ProHoster","description":"V predch\u00e1dzaj\u00facich pr\u00edspevkoch sme rozpr\u00e1vali.","canonical_url":"https:\/\/prohoster.info\/sk\/blog\/news\/kak-rabotayut-krupnejshie-v-mire-sistemy-videonablyudeniya","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\u041a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u043a\u0440\u0443\u043f\u043d\u0435\u0439\u0448\u0438\u0435 \u0432 \u043c\u0438\u0440\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0432\u0438\u0434\u0435\u043e\u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f | ProHoster","og:description":"\u0412 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0445 \u043f\u043e\u0441\u0442\u0430\u0445 \u043c\u044b \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u043b\u0438.","og:url":"https:\/\/prohoster.info\/sk\/blog\/news\/kak-rabotayut-krupnejshie-v-mire-sistemy-videonablyudeniya","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":"2019-10-31T19:16:52+00:00","article:modified_time":"2019-10-31T19:16:52+00:00","article:publisher":"https:\/\/www.facebook.com\/prohoster","article:author":"https:\/\/www.facebook.com\/prohoster"},"aioseo_meta_data":{"post_id":"37306","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":"2026-01-23 17:13:19","breadcrumb_settings":null,"limit_modified_date":false,"reviewed_by":null,"ai":null,"created":"2021-03-01 01:29:59","updated":"2026-01-23 17:13:19","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\/37306","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=37306"}],"version-history":[{"count":0,"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/posts\/37306\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/media\/27986"}],"wp:attachment":[{"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/media?parent=37306"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/categories?post=37306"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prohoster.info\/sk\/wp-json\/wp\/v2\/tags?post=37306"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}