{"id":1425,"date":"2020-09-16T14:23:08","date_gmt":"2020-09-16T14:23:08","guid":{"rendered":"https:\/\/adaptiverecognition.com\/your-parking-system-is-only-as-good-as-its-anpr-engine\/"},"modified":"2025-07-18T08:46:15","modified_gmt":"2025-07-18T08:46:15","slug":"anpr-accuracy-in-parking-systems","status":"publish","type":"post","link":"https:\/\/adaptiverecognition.com\/pl\/blog\/traffic-transportation\/anpr-accuracy-in-parking-systems\/","title":{"rendered":"Tw\u00f3j system parkingowy jest tak dobry, jak jego silnik ANPR"},"content":{"rendered":"<p>Widzimy i korzystamy z coraz wi\u0119kszej liczby system\u00f3w parkingowych wspieranych przez ANPR \u2013 gdzie technologia automatycznego rozpoznawania tablic rejestracyjnych s\u0142u\u017cy do identyfikowania pojazd\u00f3w wje\u017cd\u017caj\u0105cych i wyje\u017cd\u017caj\u0105cych (zautomatyzowany spos\u00f3b parkowania typu \u201ep\u0142a\u0107 za numer\u201d). Wszyscy znamy praktyczne zalety ANPR: jak automatyzuje parkowanie, zapewnia p\u0142ynny wjazd i wymaga znacznie mniej pracy r\u0119cznej. To korzy\u015b\u0107 zar\u00f3wno dla kierowc\u00f3w, jak i operator\u00f3w parking\u00f3w. Wi\u0119c to nie podlega dyskusji\u2026<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/adaptiverecognition.com\/app\/uploads\/2020\/09\/16141502\/ANPR-software-accuracy.jpg\" alt=\"ANPR software accuracy\" class=\"wp-image-7255\"\/><figcaption class=\"wp-element-caption\">Prawdziwa tablica rejestracyjna vs. b\u0142\u0119dnie rozpoznany numer na bilecie parkingowym<\/figcaption><\/figure>\n\n\n\n<p>Jednak gdy technologia jest zastosowana w niew\u0142a\u015bciwy spos\u00f3b, mo\u017ce wyrz\u0105dzi\u0107 wi\u0119cej szkody ni\u017c po\u017cytku. Pewnego dnia jeden z naszych mened\u017cer\u00f3w zaparkowa\u0142 w w\u0119gierskim centrum handlowym. Cho\u0107 system parkingowy korzysta\u0142 z ANPR (nie naszego), oprogramowanie by\u0142o niedok\u0142adne lub system by\u0142 niew\u0142a\u015bciwie skalibrowany. Skutek: tablica rejestracyjna mened\u017cera zosta\u0142a rozpoznana jako HLV-108 zamiast w\u0142a\u015bciwego MLY-108.<\/p>\n\n\n\n<h2 class=\"wp-block-heading h4\" id=\"h-problems-of-inaccurate-recognition\">Problemy wynikaj\u0105ce z niedok\u0142adnego rozpoznawania<\/h2>\n\n\n\n<p>B\u0142\u0119dne rozpoznanie zak\u0142\u00f3ca nie tylko zarz\u0105dzanie wjazdem\/wyjazdem w systemie kontroli dost\u0119pu pojazd\u00f3w, ale mo\u017ce r\u00f3wnie\u017c powodowa\u0107 problemy w przysz\u0142o\u015bci. Na przyk\u0142ad, co je\u015bli personel ochrony chce sprawdzi\u0107, czy pojazd kiedykolwiek znajdowa\u0142 si\u0119 na terenie obiektu? Co je\u015bli potrzebuj\u0105 informacji o czasie jego przyjazdu? Albo co je\u015bli z jakiegokolwiek powodu dany pojazd powinien znale\u017a\u0107 si\u0119 na li\u015bcie zakaz\u00f3w, uniemo\u017cliwiaj\u0105c mu ponowny wjazd? Czy system b\u0142\u0119dnie odczytuje tablic\u0119 za ka\u017cdym razem w ten sam spos\u00f3b \u2013 czy te\u017c rozpoznaje j\u0105 jako inny numer przy ka\u017cdym podej\u015bciu?<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/adaptiverecognition.com\/app\/uploads\/2020\/09\/15102440\/vehicle-access-control-system.jpg\" alt=\"ANPR-based parking system\" class=\"wp-image-7223\"\/><figcaption class=\"wp-element-caption\">Interfejs systemu parkingowego opartego na ANPR<\/figcaption><\/figure>\n\n\n\n<p class=\"translation-block\">Tyle pyta\u0144 i tyle obaw\u2026 Dlatego najlepszym wyborem jest system z wysoko precyzyjnym modu\u0142em ANPR. B\u0119d\u0105c zaanga\u017cowani w rozw\u00f3j takiej technologii od ponad 30 lat, mo\u017cemy z ca\u0142\u0105 pewno\u015bci\u0105 stwierdzi\u0107, \u017ce nie jest to \u0142atwe zadanie. Przyjrzyjmy si\u0119 wi\u0119c szczeg\u00f3\u0142om i zobaczmy, ile czynnik\u00f3w sk\u0142ada si\u0119 na udany system ANPR!<\/p>\n\n\n\n<h2 class=\"wp-block-heading h4\" id=\"h-factors-affecting-anpr-accuracy-rates\">Czynniki wp\u0142ywaj\u0105ce na dok\u0142adno\u015b\u0107 ANPR<\/h2>\n\n\n\n<p class=\"translation-block\">Nie ma znaczenia, jak dobre zdj\u0119cie pojazdu uzyskamy, je\u015bli oprogramowanie ANPR nie jest dok\u0142adne i pope\u0142nia b\u0142\u0119dy rozpoznawcze lub b\u0142\u0119dnie odczytuje znaki. Tak samo, mo\u017cna mie\u0107 najlepszy silnik ANPR, ale je\u015bli obraz jest zbyt rozmazany lub zniekszta\u0142cony, nie zapewni on prawid\u0142owego rozpoznania.\"<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/adaptiverecognition.com\/app\/uploads\/2020\/09\/15103424\/anpr-software-for-parking-system.jpg\" alt=\"ANPR software for parking system\" class=\"wp-image-7224\"\/><figcaption class=\"wp-element-caption\">Je\u015bli ANPR w systemie parkingowym nie jest dok\u0142adne, mo\u017ce to powodowa\u0107 powa\u017cne problemy<\/figcaption><\/figure>\n\n\n\n<p>Jedno jest pewne: wydajno\u015b\u0107 ANPR zaczyna si\u0119 od obrazu\u2026 a ko\u0144czy na samym silniku ANPR. Przyjrzyjmy si\u0119 wi\u0119c czynnikom, kt\u00f3re wp\u0142ywaj\u0105 na skuteczne rozpoznawanie.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"translation-block\">Jako\u015b\u0107 obrazu wej\u015bciowego: obraz powinien przedstawia\u0107 pojazd i tablic\u0119 rejestracyjn\u0105 w spos\u00f3b czytelny dla ludzkiego oka. Tablica nie mo\u017ce by\u0107 zbyt ma\u0142a ani rozmazana, a fizyczna tablica nie powinna by\u0107 zbyt brudna lub uszkodzona. Dobrze dostrojone modu\u0142y ANPR poradz\u0105 sobie z cz\u0119\u015bci\u0105 takich problem\u00f3w, jednak najlepiej eliminowa\u0107 je z wyprzedzeniem.<\/li>\n\n\n\n<li class=\"translation-block\">Instalacja kamery: kamera rejestruj\u0105ca pojazd powinna by\u0107 ustawiona tak, aby zapewni\u0107 niezniekszta\u0142cony widok tablicy. Im ich mniej ma obraz, tym \u0142atwiejsze jest rozpoznanie.<\/li>\n\n\n\n<li class=\"translation-block\">O\u015bwietlenie: zbyt ciemne obrazy lub zdj\u0119cia z niskim kontrastem mi\u0119dzy tablic\u0105 a znakami mog\u0105 utrudnia\u0107 dzia\u0142anie oprogramowania ANPR. Dlatego odpowiednie kamery ANPR maj\u0105 wbudowane o\u015bwietlenie podczerwone \u2013 wspieraj\u0105ce obrazowanie zar\u00f3wno w dzie\u0144, jak i w nocy.<\/li>\n\n\n\n<li class=\"translation-block\">Silnik ANPR: oceniaj\u0105c produkt ANPR, nie nale\u017cy patrze\u0107 wy\u0142\u0105cznie na dok\u0142adno\u015b\u0107. Warto uwzgl\u0119dni\u0107 r\u00f3wnie\u017c szybko\u015b\u0107 rozpoznawania, zasi\u0119g geograficzny, elastyczno\u015b\u0107 w obs\u0142udze specjalnych typ\u00f3w tablic i wiele innych czynnik\u00f3w.\"<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-what-to-pay-attention-to\">Na co zwr\u00f3ci\u0107 uwag\u0119?<\/h3>\n\n\n\n<p>Co wi\u0119c posz\u0142o nie tak w opisanym systemie? To z\u0142o\u017cone pytanie i mo\u017ce wynika\u0107 z jednego lub wielu czynnik\u00f3w wymienionych wcze\u015bniej. By\u0107 mo\u017ce kamera nie dostarczy\u0142a odpowiedniego obrazu dla oprogramowania. Albo oprogramowanie po prostu nie mia\u0142o najlepszego algorytmu OCR. Mo\u017ce by\u0142o zbyt ciemno, a system nie posiada\u0142 wymaganego o\u015bwietlenia. Albo istnia\u0142y jeszcze inne powody.<\/p>\n\n\n\n<p>Projektuj\u0105c system parkingowy, nale\u017cy zminimalizowa\u0107 ryzyko b\u0142\u0119d\u00f3w pod ka\u017cdym wzgl\u0119dem. Nale\u017cy zadba\u0107 o obrazowanie, o\u015bwietlenie, oprogramowanie \u2013 wszystkie komponenty, kt\u00f3re okre\u015bl\u0105 ko\u0144cowy efekt.<\/p>\n\n\n\n<p class=\"translation-block\">Aby poda\u0107 dobry przyk\u0142ad, przedstawiamy kilka projekt\u00f3w, z kt\u00f3rych jeste\u015bmy dumni \u2013 systemy ANPR z ca\u0142ego \u015bwiata, takie jak na lotnisku w Wilnie, w tym fi\u0144skim zautomatyzowanym systemie myjni, na kolumbijskich autostradach czy w tych pi\u0119ciogwiazdkowych hotelach w Dubaju.\"<\/p>\n\n\n\n<h2 class=\"wp-block-heading h4\" id=\"h-ways-for-using-anpr-in-your-parking-system\">Sposoby wykorzystania ANPR w Twoim systemie parkingowym<\/h2>\n\n\n\n<p>Wracaj\u0105c do g\u0142\u00f3wnej idei \u2013 ANPR mo\u017ce wynie\u015b\u0107 Tw\u00f3j system parkingowy na wy\u017cszy poziom, je\u015bli dzia\u0142a prawid\u0142owo. Warto z niego korzysta\u0107, ale jak to zrobi\u0107 \u2013 mo\u017cesz si\u0119 zastanawia\u0107. Oto kilka scenariuszy \u2013 sposob\u00f3w na rozpocz\u0119cie pracy z ANPR:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"translation-block\">Uzyskaj gotowy system kontroli dost\u0119pu pojazd\u00f3w z ANPR: je\u015bli pracujesz nad nowym projektem, szukasz kompletnego systemu i nie chcesz integrowa\u0107 pojedynczych komponent\u00f3w, wybierz produkt ko\u0144cowy. Takie systemy zazwyczaj obejmuj\u0105 oprogramowanie do zarz\u0105dzania dost\u0119pem pojazd\u00f3w, funkcj\u0119 ANPR, automatyczne otwieranie szlaban\u00f3w, zarz\u0105dzanie u\u017cytkownikami i wiele wi\u0119cej \u2013 gotowe do u\u017cycia.<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Add ANPR to an existing access control system:<\/strong> Dodaj ANPR do istniej\u0105cego systemu kontroli dost\u0119pu: je\u015bli Tw\u00f3j projekt ma ju\u017c system kontroli dost\u0119pu, ale brakuje mu funkcji ANPR, mo\u017cesz doda\u0107 j\u0105 jako funkcj\u0119 dodatkow\u0105. Mo\u017cesz to zrobi\u0107 w nast\u0119puj\u0105cy spos\u00f3b: <a href=\"\/pl\/industries\/access-control-systems\/\" target=\"_blank\" rel=\"noreferrer noopener\">access control system<\/a> but lacks the ANPR function, you can add it as an extra feature. You can do this in the following ways:\n<ul class=\"wp-block-list\">\n<li class=\"translation-block\">Dodaj funkcj\u0119 ANPR w oprogramowaniu: je\u015bli istnieje ju\u017c kamera monitoruj\u0105ca ruch wjazdu\/wyjazdu, musisz zintegrowa\u0107 funkcj\u0119 ANPR, aby wyodr\u0119bni\u0107 dane z obraz\u00f3w. Na rynku s\u0105 dost\u0119pne takie SDK-i i algorytmy \u2013 nawet darmowe. Mo\u017cesz r\u00f3wnie\u017c zacz\u0105\u0107 korzysta\u0107 z chmurowych system\u00f3w ANPR SaaS (software-as-a-service), przydatnych, je\u015bli nie masz zasob\u00f3w, bud\u017cetu lub czasu na integracj\u0119 i potrzebujesz natychmiastowego rozwi\u0105zania. (W tym celu zwracamy uwag\u0119 na nasz\u0105 now\u0105 us\u0142ug\u0119 chmurow\u0105; mo\u017cesz rozpocz\u0105\u0107 darmowy okres pr\u00f3bny do 200 transakcji.)<\/li>\n\n\n\n<li class=\"translation-block\">Dodaj zintegrowan\u0105 inteligentn\u0105 kamer\u0119: je\u015bli nie chcesz \u0142\u0105czy\u0107 kamery z oprogramowaniem i dostosowywa\u0107 transmisji obrazu, mo\u017cesz skorzysta\u0107 z kamer wyposa\u017conych w inteligencj\u0119 pok\u0142adow\u0105 i wbudowan\u0105 funkcj\u0119 ANPR. Kamera przeka\u017ce systemowi gotowe wyniki.\"<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img decoding=\"async\" src=\"https:\/\/adaptiverecognition.com\/app\/uploads\/2020\/09\/15103632\/license-plate-recognition-access-control.jpg\" alt=\"license plate recognition for access control\" class=\"wp-image-7225\"\/><figcaption class=\"wp-element-caption\">Istnieje wiele sposob\u00f3w dodania ANPR do systemu kontroli dost\u0119pu<\/figcaption><\/figure>\n\n\n\n<p class=\"translation-block\">Je\u015bli spodoba\u0142 Ci si\u0119 ten artyku\u0142, zajrzyj do naszej dedykowanej sekcji blogowej, gdzie znajdziesz podobne tre\u015bci.<\/p>\n\n\n\n<p><strong>Wszystkie wymienione produkty s\u0105 dost\u0119pne u nas. A nasi eksperci ch\u0119tnie odpowiedz\u0105 na Twoje pytania, je\u015bli szukasz takiej technologii.<\/strong><\/p>\n\n\n\n<div style=\"text-align: center;\">\n<a href=\"\/pl\/contact-us\/\" class=\"button-small\"><br \/>\n<span class=\"button-text-small\">Porozmawiajmy<\/span><\/p>\n<div class=\"circle-small\">\n<span class=\"arrow-small initial-arrow-small\"><i class=\"fa fa-arrow-right\"><\/i><\/span><br \/>\n<span class=\"arrow-small hover-arrow-small\"><i class=\"fa fa-arrow-right\"><\/i><\/span>\n<\/div>\n<\/a>\n<\/div>\n<br>","protected":false},"excerpt":{"rendered":"<p>Je\u015bli masz system parkingowy oparty na ANPR, to \u015bwietnie. Jednak je\u015bli ANPR nie jest dok\u0142adny \u2013 to jeszcze gorzej ni\u017c posiadanie systemu bez ANPR.<\/p>","protected":false},"author":2,"featured_media":12960,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[103],"tags":[],"class_list":["post-1425","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-traffic-transportation"],"acf":{"blog_page_hero_image":"","who_wrote_this_arcticle":[5932],"tags_for_search_separate_with_comma___":"parking,system,parkit,einar,access,control,vehicle,anpr,lpr,alpr,engine,management"},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.5 (Yoast SEO v27.5) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Your Parking System Is Only as Good as Its ANPR Engine - Adaptive Recognition | Image Capturing and Analytics<\/title>\n<meta name=\"description\" content=\"Learn why ANPR accuracy is crucial for parking systems and discover factors that affect performance. 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