{"id":67721,"date":"2023-10-19T14:00:01","date_gmt":"2023-10-19T12:00:01","guid":{"rendered":"https:\/\/homebook.click\/blog\/?p=67721"},"modified":"2026-04-08T11:04:13","modified_gmt":"2026-04-08T09:04:13","slug":"google-coral-co-to-jest-i-do-czego-sluzy","status":"publish","type":"post","link":"https:\/\/homebook.click\/blog\/google-coral-co-to-jest-i-do-czego-sluzy\/","title":{"rendered":"Google Coral &#8211; co to jest i do czego s\u0142u\u017cy?"},"content":{"rendered":"<span class=\"span-reading-time rt-reading-time\" style=\"display: block;\"><span class=\"rt-label rt-prefix\">Czas czytania:<\/span> <span class=\"rt-time\"> 4<\/span> <span class=\"rt-label rt-postfix\">min.<\/span><\/span>\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"67721\" class=\"elementor elementor-67721\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-5422aa8 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5422aa8\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-0c9d639\" data-id=\"0c9d639\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-448e788 elementor-widget elementor-widget-text-editor\" data-id=\"448e788\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Google Coral to nowoczesna technologia, kt\u00f3ra optymalizuje dzia\u0142anie sztucznej inteligencji. Dowiedz si\u0119, czym dok\u0142adnie jest i do czego s\u0142u\u017cy.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aa3a987 elementor-widget elementor-widget-heading\" data-id=\"aa3a987\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Google Coral - zastosowanie<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-eb42e9d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"eb42e9d\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-2276971\" data-id=\"2276971\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-1d4ce27 elementor-widget elementor-widget-text-editor\" data-id=\"1d4ce27\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a href=\"https:\/\/homebook.click\/1156-google-coral\" target=\"_blank\" rel=\"noopener\" data-wpel-link=\"internal\"><strong>Google Coral<\/strong><\/a> to rodzina urz\u0105dze\u0144 dedykowana przede wszystkim dla deweloper\u00f3w. Jest to ponadto technologia, za kt\u00f3rej pomoc\u0105 mo\u017cna zaimplementowa\u0107 <strong>algorytmy sztucznej inteligencji<\/strong> (AI) i <strong>uczenia maszynowego<\/strong> (ML) w sprz\u0119tach typu <strong>edge<\/strong>. Dzi\u0119ki wykorzystaniu tego rozwi\u0105zania wnioskowanie w obr\u0119bie system\u00f3w mo\u017ce by\u0107 przeprowadzane na poziomie urz\u0105dzenia zbieraj\u0105cego dane. W praktyce oznacza to, \u017ce pozyskane dane nie musz\u0105 by\u0107 wysy\u0142ane do sieci, by wykona\u0107 obliczenia w chmurze. Jest to niezwykle praktyczne wyj\u015bcie, gdy napotyka si\u0119 problemy z po\u0142\u0105czeniem lub przesy\u0142ane informacje s\u0105 bardzo wa\u017cne.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-adcfcde\" data-id=\"adcfcde\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-299cdea elementor-widget elementor-widget-image\" data-id=\"299cdea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/10\/coral.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"coral\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzIwNjgsInVybCI6Imh0dHBzOlwvXC9ib3RsYW5kLmNvbS5wbFwvYmxvZ1wvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyM1wvMTBcL2NvcmFsLmpwZyJ9\" data-wpel-link=\"internal\">\n\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"415\" src=\"https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/10\/coral-1024x531.jpg\" class=\"attachment-large size-large wp-image-72068\" alt=\"\" srcset=\"https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/10\/coral-1024x531.jpg 1024w, https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/10\/coral-300x156.jpg 300w, https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/10\/coral-768x398.jpg 768w, https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/10\/coral.jpg 1224w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Produkty z serii Google Coral.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b10f092 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"b10f092\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/homebook.click\/1156-google-coral\" data-wpel-link=\"internal\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">SPRAWD\u0179<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-60db408 elementor-widget elementor-widget-spacer\" data-id=\"60db408\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6063f81 elementor-widget elementor-widget-heading\" data-id=\"6063f81\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Edge AI - co to jest?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5f449f2 elementor-widget elementor-widget-text-editor\" data-id=\"5f449f2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Aby przybli\u017cy\u0107 dzia\u0142anie <a href=\"https:\/\/homebook.click\/1156-google-coral\" target=\"_blank\" rel=\"noopener\" data-wpel-link=\"internal\"><strong>Google Coral<\/strong><\/a>, warto dowiedzie\u0107 si\u0119 r\u00f3wnie\u017c, czym jest <strong>edge AI<\/strong>. Jest to technologia, dzi\u0119ki kt\u00f3rej algorytmy sztucznej inteligencji mo\u017cna zaimplementowa\u0107 bezpo\u015brednio w urz\u0105dzeniach zbieraj\u0105cych dane. Mo\u017ce by\u0107 to <strong>kamera, dron czy okulary VR.<\/strong> Rozwi\u0105zanie to cieszy si\u0119 rosn\u0105c\u0105 popularn\u0105 przede wszystkim ze wzgl\u0119du na fakt, \u017ce nie wymaga przesy\u0142ania danych do chmury b\u0105d\u017a na serwer.<\/p><p>Kiedy stosowanie egde AI jest szczeg\u00f3lnie przydatne? Zmiana miejsca przetwarzania danych okazuje si\u0119 znakomitym wyj\u015bciem, gdy:<\/p><ul style=\"font-size: 16px; background-color: #ffffff;\"><li style=\"font-size: 16px;\">chce si\u0119 zaoszcz\u0119dzi\u0107 energi\u0119 urz\u0105dzenia. Zminimalizowanie konieczno\u015bci ci\u0105g\u0142ego przesy\u0142ania danych przek\u0142ada si\u0119 na ni\u017csze zu\u017cycie baterii,<\/li><li style=\"font-size: 16px;\">wykonuje si\u0119 operacje na danych wra\u017cliwych, kt\u00f3re nie mog\u0105 b\u0105d\u017a nie powinny opuszcza\u0107 danego urz\u0105dzenia,<\/li><li style=\"font-size: 16px;\">wyst\u0119puj\u0105 problemy ze stabilnym po\u0142\u0105czeniem. Z tak\u0105 sytuacj\u0105 mo\u017cna spotka\u0107 si\u0119 m.in. w pomieszczeniach blokuj\u0105cych sygna\u0142 lub na terenach mniej zaludnionych,<\/li><li style=\"font-size: 16px;\">szybkie przetwarzanie danych jest bardzo wa\u017cne, a ka\u017cde op\u00f3\u017anienie mo\u017ce wp\u0142yn\u0105\u0107 na niepowodzenie wykonania zada\u0144.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-592ba24 elementor-widget elementor-widget-spacer\" data-id=\"592ba24\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ad37433 elementor-widget elementor-widget-heading\" data-id=\"ad37433\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Gdzie wykorzystuje si\u0119 edge AI?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65d6109 elementor-widget elementor-widget-text-editor\" data-id=\"65d6109\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>Egde AI<\/strong> jest wykorzystywane zw\u0142aszcza w sytuacjach, kiedy podejmowanie decyzji w czasie rzeczywistym ma ogromne znaczenie. W efekcie technologia ta jest stosowana np. <strong>w pojazdach autonomicznych lub dronach.<\/strong> Edge AI u\u017cywa si\u0119 ponadto w urz\u0105dzeniach ubieralnych, np. <strong>w inteligentnych zegarkach,<\/strong> kt\u00f3re na bie\u017c\u0105co monitoruj\u0105 parametry \u017cyciowe i na ich podstawie s\u0105 w stanie przygotowywa\u0107 lepiej dopasowane do danego u\u017cytkownika treningi.<\/p><p>Edge AI to technologia, kt\u00f3ra coraz cz\u0119\u015bciej wykorzystywana jest w ramach<strong> Przemys\u0142u 4.0.<\/strong> Odpowiada m.in. za ekspresowe wykrywanie usterek za pomoc\u0105 sensor\u00f3w badaj\u0105cych temperatur\u0119 b\u0105d\u017a ultrad\u017awi\u0119ki. Co wi\u0119cej, przyk\u0142ady zastosowania edge AI s\u0105 niemal niesko\u0144czone. Stosuje si\u0119 je r\u00f3wnie\u017c w inteligentnych domach, smartfonach i wielu ga\u0142\u0119ziach gospodarki.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1446015 elementor-widget elementor-widget-spacer\" data-id=\"1446015\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a823804 elementor-widget elementor-widget-heading\" data-id=\"a823804\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Google Coral - technologia wspieraj\u0105ca AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-cc8c053 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cc8c053\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-a2aa4b5\" data-id=\"a2aa4b5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-939873f elementor-widget elementor-widget-image\" data-id=\"939873f\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/22757_2.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"22757_2\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzIwNjQsInVybCI6Imh0dHBzOlwvXC9ib3RsYW5kLmNvbS5wbFwvYmxvZ1wvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyM1wvMDhcLzIyNzU3XzIuanBnIn0%3D\" data-wpel-link=\"internal\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"695\" src=\"https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/22757_2-1024x889.jpg\" class=\"attachment-large size-large wp-image-72064\" alt=\"\" srcset=\"https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/22757_2-1024x889.jpg 1024w, https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/22757_2-300x261.jpg 300w, https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/22757_2-768x667.jpg 768w, https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/22757_2.jpg 1080w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">P\u0142ytki serii Dev Board Micro w obudowach.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-85f594e elementor-align-center elementor-widget elementor-widget-button\" data-id=\"85f594e\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/homebook.click\/google-coral\/22757-obudowa-do-modulow-coral-dev-board-micro-przezroczysta-2-sztuki-193575032757.html\" data-wpel-link=\"internal\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">SPRAWD\u0179<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-f69187b\" data-id=\"f69187b\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-9d210c7 elementor-widget elementor-widget-text-editor\" data-id=\"9d210c7\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Na rynku AI pojawia si\u0119 coraz wi\u0119cej urz\u0105dze\u0144, kt\u00f3re s\u0105 w stanie uruchamia\u0107 g\u0142\u0119bokie sieci neuronowe. Najcz\u0119\u015bciej wyst\u0119puj\u0105 w postaci <strong>akcelerator\u00f3w AI<\/strong> pod\u0142\u0105czanych do urz\u0105dze\u0144 przez USB albo s\u0105 p\u0142ytkami, do kt\u00f3rych do\u0142\u0105cza si\u0119 m.in. kamery.\u00a0<\/p><p>Obecnie jednym z najbardziej interesuj\u0105cych rozwi\u0105za\u0144 jest Google Coral. To platforma oparta na uk\u0142adzie <strong>ASIC &#8211; Edge TPU<\/strong> (Tensor Processing Unit) &#8211; koprocesorze specjalizuj\u0105cym si\u0119 w szybkim przetwarzaniu danych o ma\u0142ej precyzji (m.in. 8-bitowych).\u00a0<\/p><p>Technologia wsp\u00f3\u0142pracuje z <strong>TensorFlow<\/strong>, czyli bibliotek\u0105 opracowan\u0105 przez <strong>Google Brain Team<\/strong>, kt\u00f3ra s\u0142u\u017cy do uczenia maszynowego.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-23546ed elementor-widget elementor-widget-spacer\" data-id=\"23546ed\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-726d5f6 elementor-widget elementor-widget-text-editor\" data-id=\"726d5f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Google Coral to sprz\u0119t przygotowany z my\u015bl\u0105 o <strong>deweloperach<\/strong>. Tworzy \u015brodowisko, w kt\u00f3rym mo\u017cliwe jest uczenie maszynowe i maksymalne wykorzystanie sztucznej inteligencji bez potrzeby korzystania z chmury i serwer\u00f3w. G\u0142\u00f3wne produkty w rodzinie Google Coral to: <strong><a href=\"https:\/\/homebook.click\/google-coral\/22753-coral-dev-board-micro-plytka-rozwojowa-z-nxp-imx-rt117-edge-tpu-ml-i-kamera-himax-hm01b0-193575031941.html\" target=\"_blank\" rel=\"noopener\" data-wpel-link=\"internal\">Google Coral Dev Board<\/a> i <a href=\"https:\/\/homebook.click\/google-coral\/16911-google-coral-usb-accelerator-akcelerator-edge-tpu-ml-arm-cortex-m0-193575021935.html\" target=\"_blank\" rel=\"noopener\" data-wpel-link=\"internal\">Google Coral USB Accelerator<\/a><\/strong>. Rynkowy gigant proponuje ponadto zestaw narz\u0119dzi programistycznych (biblioteki i oprogramowanie), kt\u00f3re umo\u017cliwiaj\u0105 wdra\u017canie aplikacji AI na r\u00f3\u017cnych urz\u0105dzeniach. Dzi\u0119ki nim mo\u017cliwe jest tworzenie inteligentnych system\u00f3w, kt\u00f3re pracuj\u0105 w czasie rzeczywistym na urz\u0105dzeniach lokalnych.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6786b6d elementor-widget elementor-widget-spacer\" data-id=\"6786b6d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1e865f6 elementor-widget elementor-widget-heading\" data-id=\"1e865f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Google Coral Dev Board - komputer zaawansowany technicznie<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e37bc0c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e37bc0c\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-cc464f4\" data-id=\"cc464f4\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-92b840d elementor-widget elementor-widget-text-editor\" data-id=\"92b840d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a style=\"background-color: #ffffff;\" href=\"https:\/\/homebook.click\/google-coral\/22753-coral-dev-board-micro-plytka-rozwojowa-z-nxp-imx-rt117-edge-tpu-ml-i-kamera-himax-hm01b0-193575031941.html\" target=\"_blank\" rel=\"noopener\" data-wpel-link=\"internal\"><span style=\"font-weight: bolder;\">Google Coral Dev Board<\/span><\/a>\u00a0to\u00a0<span style=\"font-weight: bolder;\">niewielki, jednop\u0142ytkowy komputer wyposa\u017cony w procesor ARM<\/span>. S\u0142u\u017cy do projektowania i testowania aplikacji zbudowanych na bazie sztucznej inteligencji. Wyposa\u017cony jest w uk\u0142ad\u00a0<span style=\"font-weight: bolder;\">Edge TPU<\/span>, gwarantuj\u0105cy efektywno\u015b\u0107 obliczeniow\u0105 w odniesieniu do zada\u0144 zwi\u0105zanych z uczeniem maszynowym.\u00a0<\/p><p>Sprz\u0119t jest podobny do minikomputer\u00f3w\u00a0<a style=\"background-color: #ffffff;\" href=\"https:\/\/homebook.click\/234-arduino\" target=\"_blank\" rel=\"noopener\" data-wpel-link=\"internal\"><span style=\"font-weight: bolder;\">Arduino<\/span><\/a>\u00a0i\u00a0<a style=\"background-color: #ffffff;\" href=\"https:\/\/homebook.click\/399-raspberry-pi\" target=\"_blank\" rel=\"noopener\" data-wpel-link=\"internal\"><span style=\"font-weight: bolder;\">Raspberry Pi<\/span><\/a>, jednak r\u00f3\u017cni si\u0119 od nich pod wieloma wzgl\u0119dami. Jest przede wszystkim ukierunkowany na konkretne, wyspecjalizowane zadania.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-eda64d1\" data-id=\"eda64d1\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7cd5d8c elementor-widget elementor-widget-image\" data-id=\"7cd5d8c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/22753_4.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"22753_4\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzIwNjAsInVybCI6Imh0dHBzOlwvXC9ib3RsYW5kLmNvbS5wbFwvYmxvZ1wvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyM1wvMDhcLzIyNzUzXzQuanBnIn0%3D\" data-wpel-link=\"internal\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"800\" height=\"453\" src=\"https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/22753_4-1024x580.jpg\" class=\"attachment-large size-large wp-image-72060\" alt=\"\" srcset=\"https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/22753_4-1024x580.jpg 1024w, https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/22753_4-300x170.jpg 300w, https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/22753_4-768x435.jpg 768w, https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/22753_4.jpg 1080w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Coral Dev Board Micro - p\u0142ytka rozwojowa z NXP i.MX RT117, Edge TPU ML i kamer\u0105 Himax HM01B0.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-179e225 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"179e225\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/homebook.click\/google-coral\/22753-coral-dev-board-micro-plytka-rozwojowa-z-nxp-imx-rt117-edge-tpu-ml-i-kamera-himax-hm01b0-193575031941.html\" data-wpel-link=\"internal\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">SPRAWD\u0179<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0f3a88 elementor-widget elementor-widget-spacer\" data-id=\"d0f3a88\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b711509 elementor-widget elementor-widget-text-editor\" data-id=\"b711509\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"font-size: 1rem;\">Google Coral Dev Board dzia\u0142a na zbudowanym na <\/span><strong style=\"font-size: 1rem;\">Debianie Mendel Linuksie<\/strong><span style=\"font-size: 1rem;\">. Wyposa\u017cony jest ponadto w biblioteki<\/span><strong style=\"font-size: 1rem;\"> TensorFlow<\/strong><span style=\"font-size: 1rem;\">, kt\u00f3re zwieraj\u0105 gotowe do skompilowania modele. Do pracy urz\u0105dzenia nie jest potrzebne po\u0142\u0105czenie z sieci\u0105, ale zawiera nowoczesne systemy \u0142\u0105czno\u015bci bezprzewodowej i przewodowej.<\/span><\/p><p>Na pok\u0142adzie Google Coral Dev Board, opr\u00f3cz Edge TPU znajduje si\u0119 <strong>4-rdzeniowy procesor NXP i.MX 8M ARM, 1 GB RAM-u, 8 GB eMMC<\/strong> oraz <strong>grafika GC7000 Lite Graphics<\/strong>. Wyposa\u017cony jest r\u00f3wnie\u017c w slot na kart\u0119 <strong>microSD<\/strong>, dwa gniazda <strong>USB C<\/strong>, <strong>wyj\u015bcia minijack i HMDI<\/strong> czy <strong>piny GPIO.<\/strong><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a2700c1 elementor-widget elementor-widget-spacer\" data-id=\"a2700c1\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-27eb4dc elementor-widget elementor-widget-heading\" data-id=\"27eb4dc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Coral USB Accelerator - jeszcze szybsze przetwarzanie sztucznej inteligencji<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-0e8a880 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0e8a880\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-8ee3d2c\" data-id=\"8ee3d2c\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b16ce2d elementor-widget elementor-widget-image\" data-id=\"b16ce2d\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/16911_2.jpg\" data-elementor-open-lightbox=\"yes\" data-elementor-lightbox-title=\"16911_2\" data-e-action-hash=\"#elementor-action%3Aaction%3Dlightbox%26settings%3DeyJpZCI6NzIwNTYsInVybCI6Imh0dHBzOlwvXC9ib3RsYW5kLmNvbS5wbFwvYmxvZ1wvd3AtY29udGVudFwvdXBsb2Fkc1wvMjAyM1wvMDhcLzE2OTExXzIuanBnIn0%3D\" data-wpel-link=\"internal\">\n\t\t\t\t\t\t\t<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"434\" src=\"https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/16911_2-1024x556.jpg\" class=\"attachment-large size-large wp-image-72056\" alt=\"\" srcset=\"https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/16911_2-1024x556.jpg 1024w, https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/16911_2-300x163.jpg 300w, https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/16911_2-768x417.jpg 768w, https:\/\/homebook.click\/blog\/wp-content\/uploads\/2023\/08\/16911_2.jpg 1080w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Google Coral USB Accelerator - akcelerator Edge TPU ML.<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d930837 elementor-align-center elementor-widget elementor-widget-button\" data-id=\"d930837\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/homebook.click\/google-coral\/16911-google-coral-usb-accelerator-akcelerator-edge-tpu-ml-arm-cortex-m0-193575021935.html\" data-wpel-link=\"internal\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">SPRAWD\u0179<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1029155\" data-id=\"1029155\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-488cd2b elementor-widget elementor-widget-text-editor\" data-id=\"488cd2b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><a style=\"background-color: #ffffff;\" href=\"https:\/\/homebook.click\/google-coral\/16911-google-coral-usb-accelerator-akcelerator-edge-tpu-ml-arm-cortex-m0-193575021935.html\" target=\"_blank\" rel=\"noopener\" data-wpel-link=\"internal\"><span style=\"font-weight: bolder;\">Coral USB Accelerator<\/span><\/a>\u00a0to urz\u0105dzenie o<strong> niewielkich wymiarach<\/strong>, kt\u00f3re pod\u0142\u0105cza si\u0119 <strong>do komputera<\/strong> (z systemem Linux, Windows lub MacOS albo jednop\u0142ytkowych, np. Raspberry Pi) <strong>poprzez port USB<\/strong>. Sprz\u0119t umo\u017cliwia <strong>przyspieszenie procesu przetwarzania sztucznej inteligencji i uczenia maszynowego<\/strong>.\u00a0<\/p><p>Coral USB Accelerator wyposa\u017cony jest w procesor <strong>ARM Cortex M0+<\/strong> i uk\u0142ad scalony <strong>Edge TPU.<\/strong> Po pod\u0142\u0105czeniu urz\u0105dzenia mo\u017cna tworzy\u0107 m.in. nowoczesne modele wizyjne, np. <strong>MobileNet v2<\/strong>, charakteryzuj\u0105ce si\u0119 niskim poborem energii w 100 fps.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-ff8d197 elementor-widget elementor-widget-spacer\" data-id=\"ff8d197\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0b84efa elementor-widget elementor-widget-heading\" data-id=\"0b84efa\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Gdzie wykorzystuje si\u0119 Google Coral?<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6a62cb9 elementor-widget elementor-widget-text-editor\" data-id=\"6a62cb9\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Google Coral znajduje zastosowanie w wielu bran\u017cach. Technologia ta jest szeroko wykorzystywana m.in. w przemy\u015ble: <strong>w systemach automatyzacji, robotyce i systemach monitoringu.<\/strong> <strong>Steruje robotami i m.in. wykrywa usterki produkcyjne.<\/strong> Google Coral stosuje si\u0119 r\u00f3wnie\u017c <strong>w bran\u017cy motoryzacyjnej<\/strong>. Technologia z powodzeniem radzi sobie z <strong>wykrywaniem znak\u00f3w drogowych, pieszych czy m.in. analizuje dane z rejestrator\u00f3w samochodowych.<\/strong><\/p><p>Google Coral ma wiele zastosowa\u0144 w <strong><a href=\"https:\/\/homebook.click\/643-smart-home\" target=\"_blank\" rel=\"noopener\" data-wpel-link=\"internal\">inteligentnych domach<\/a> i monitoringu \u015brodowiskowym.<\/strong> Dobrze sprawdza si\u0119 w medycynie, <strong>do monitorowania pacjent\u00f3w czy analizowania zdj\u0119\u0107 RTG.<\/strong> Sztuczna inteligencja mo\u017ce pozytywnie wp\u0142yn\u0105\u0107 na przyspieszenie proces\u00f3w diagnostycznych.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Google Coral to nowoczesna technologia, kt\u00f3ra optymalizuje dzia\u0142anie sztucznej inteligencji. Dowiedz si\u0119, czym dok\u0142adnie jest i do czego s\u0142u\u017cy.<\/p>\n","protected":false},"author":21,"featured_media":72072,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[7,179,703],"tags":[],"class_list":["post-67721","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-elektronika","category-kompendium","category-sztuczna-inteligencja"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.9 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Google Coral - co to jest i do czego s\u0142u\u017cy? - Botland<\/title>\n<meta name=\"description\" content=\"Do czego s\u0142u\u017cy Google Coral? 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