{"id":68611,"date":"2023-08-28T06:00:23","date_gmt":"2023-08-28T04:00:23","guid":{"rendered":"https:\/\/botland.com.pl\/blog\/?p=68611"},"modified":"2026-04-08T11:07:35","modified_gmt":"2026-04-08T09:07:35","slug":"nvidia-jetson-nano-przewodnik-po-swiecie-ai","status":"publish","type":"post","link":"https:\/\/botland.com.pl\/blog\/nvidia-jetson-nano-przewodnik-po-swiecie-ai\/","title":{"rendered":"Nvidia Jetson Nano \u2013 przewodnik po \u015bwiecie AI"},"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\"> 5<\/span> <span class=\"rt-label rt-postfix\">min.<\/span><\/span>\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"68611\" class=\"elementor elementor-68611\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-45ad9b6 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"45ad9b6\" 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-5419dd7\" data-id=\"5419dd7\" 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-37a7e6b elementor-widget elementor-widget-text-editor\" data-id=\"37a7e6b\" 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 style=\"font-weight: 400;\">Wraz z dynamicznym rozwojem technologii komputerowych, stajemy w obliczu coraz bardziej zaawansowanych i wydajnych rozwi\u0105za\u0144, kt\u00f3re umo\u017cliwiaj\u0105 przyspieszenie <strong>proces\u00f3w<\/strong> <strong>obliczeniowych<\/strong> oraz tworzenie <strong>innowacyjnych<\/strong> <strong>aplikacji<\/strong>. Jednym z fascynuj\u0105cych przyk\u0142ad\u00f3w jest mikrokomputer <a href=\"https:\/\/botland.com.pl\/1593-moduly-nvidia\" target=\"_blank\" rel=\"noopener\" data-wpel-link=\"internal\"><strong>Nvidia Jetson Nano<\/strong><\/a>, kt\u00f3ry wyr\u00f3\u017cnia si\u0119 swoimi zaawansowanymi mo\u017cliwo\u015bciami obliczeniowymi, otwieraj\u0105c nowe horyzonty w dziedzinie <strong>sztucznej<\/strong> <strong>inteligencji<\/strong>, <strong>uczenia<\/strong> <strong>maszynowego<\/strong> oraz <strong>rozpoznawania<\/strong> <strong>obrazu<\/strong>. Urz\u0105dzenie to pojawi\u0142o si\u0119 ju\u017c w jednym z wcze\u015bniejszych materia\u0142\u00f3w, w kt\u00f3rym poddana analizie zosta\u0142a jego budowa, jak i cechy charakterystyczne. Tym razem przyjrzymy si\u0119 szerzej <strong>mo\u017cliwo\u015bci\u0105<\/strong>, jakie oferuje Nvidia Jetson Nano.<\/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-163d950 elementor-widget elementor-widget-text-editor\" data-id=\"163d950\" 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 style=\"font-weight: 400;\">Zobacz te\u017c poprzedni artyku\u0142 z tej serii:<\/p><p><blockquote class=\"wp-embedded-content\" data-secret=\"dXhsCoD8Yu\"><a href=\"https:\/\/botland.com.pl\/blog\/nvidia-jetson-recenzja-i-mozliwosci\/\" data-wpel-link=\"internal\">Nvidia Jetson &#8211; recenzja i mo\u017cliwo\u015bci<\/a><\/blockquote><iframe class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; visibility: hidden;\" title=\"&#8222;Nvidia Jetson &#8211; recenzja i mo\u017cliwo\u015bci&#8221; &#8212; Botland\" src=\"https:\/\/botland.com.pl\/blog\/nvidia-jetson-recenzja-i-mozliwosci\/embed\/#?secret=XVsVaVNQS0#?secret=dXhsCoD8Yu\" data-secret=\"dXhsCoD8Yu\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe><\/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-8544419 elementor-widget elementor-widget-heading\" data-id=\"8544419\" 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\">Eksplozja Potencja\u0142u \u2013 nowe horyzonty AI<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-effadbe elementor-widget elementor-widget-text-editor\" data-id=\"effadbe\" 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 style=\"font-weight: 400;\"><strong>Sztuczna<\/strong> <strong>inteligencja<\/strong> staje si\u0119 stopniowo coraz bardziej nieod\u0142\u0105cznym elementem wsp\u00f3\u0142czesnego \u015bwiata, zmieniaj\u0105c spos\u00f3b, w jaki korzystamy z dobrodziejstw <strong>nowoczesnych<\/strong> <strong>technologii<\/strong>. Technologiczny rozw\u00f3j przyczyni\u0142 si\u0119 do pojawienia si\u0119 coraz bardziej zaawansowanych rozwi\u0105za\u0144 i urz\u0105dze\u0144, takich jak modu\u0142y Nvidia Jetson Nano, kt\u00f3re otwieraj\u0105 nowe horyzonty dla wykorzystania AI. Warto jest wsi\u0105\u015b\u0107 do poci\u0105gu sztucznej inteligencji ju\u017c teraz i z jednego z wielu <strong>u\u017cytkownik\u00f3w<\/strong> sta\u0107 si\u0119 jednym z niewielu <strong>tw\u00f3rc\u00f3w<\/strong> aplikacji opartych na rozwi\u0105zaniach AI. Mikrokomputer Jetson Nano mo\u017ce by\u0107 doskona\u0142\u0105 platform\u0105 startow\u0105 do implementacji <strong>w\u0142asnych<\/strong> <strong>rozwi\u0105za\u0144<\/strong> i <strong>pomys\u0142\u00f3w<\/strong> w obszarach takich jak: rozpoznawanie obraz\u00f3w, przetwarzanie j\u0119zyka naturalnego czy budowie autonomicznych robot\u00f3w.<\/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-3db6826 elementor-widget elementor-widget-heading\" data-id=\"3db6826\" 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\">Zmie\u0144 zasady gry \u2013 mo\u017cliwo\u015bci Nvidia Jetson Nano<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-371fa12 elementor-widget elementor-widget-image\" data-id=\"371fa12\" 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<img fetchpriority=\"high\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_jetson_nano-1024x576.jpg\" class=\"attachment-large size-large wp-image-68613\" alt=\"\" srcset=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_jetson_nano-1024x576.jpg 1024w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_jetson_nano-300x169.jpg 300w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_jetson_nano-768x432.jpg 768w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_jetson_nano-1536x864.jpg 1536w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_jetson_nano-2048x1152.jpg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Mikrokomputer Nvidia Jetson Nano.<\/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-5dd005d elementor-widget elementor-widget-text-editor\" data-id=\"5dd005d\" 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 style=\"font-weight: 400;\">P\u0142ytka Nvidia Jetson Nano to ca\u0142kiem zaawansowany <strong>mikrokomputer<\/strong> jak na swoje niewielkie rozmiary, zaprojektowany specjalnie pod aplikacje zwi\u0105zane ze <strong>sztuczn\u0105<\/strong> <strong>inteligencj\u0105<\/strong>. Modu\u0142 wyposa\u017cony w wydajny procesor oparty o rdzenie <strong>ARM<\/strong> wraz z jednostkami obliczeniowymi <strong>CUDA<\/strong>. P\u0142ytka ta charakteryzuje si\u0119 kompaktowym rozmiarem, co czyni j\u0105 idealnym narz\u0119dziem dla programist\u00f3w, in\u017cynier\u00f3w i tw\u00f3rc\u00f3w projekt\u00f3w DIY. Dzi\u0119ki bogatemu zestawowi interfejs\u00f3w, takim jak porty <strong>USB<\/strong>, <strong>HDMI<\/strong> i <strong>GPIO<\/strong>, Jetson Nano mo\u017ce \u0142\u0105czy\u0107 si\u0119 z r\u00f3\u017cnymi urz\u0105dzeniami i czujnikami, umo\u017cliwiaj\u0105c tworzenie kompleksowych rozwi\u0105za\u0144 opartych na AI. Mikrokomputer wspiera specjalne, przygotowane przez Nvidie <strong>oprogramowanie<\/strong>, co u\u0142atwia tworzenie aplikacji AI oraz eksperymentowanie z r\u00f3\u017cnymi algorytmami i modelami uczenia maszynowego. Dzi\u0119ki tej p\u0142ytce tw\u00f3rcy mog\u0105 w pe\u0142ni wykorzysta\u0107 potencja\u0142 sztucznej inteligencji w swoich projektach, od robotyki po przetwarzanie obraz\u00f3w czy analiz\u0119 danych. Nvidia Jetson Nano mo\u017cna <strong>podsumowa\u0107<\/strong> jako mikrokomputer, kt\u00f3ry otwiera drzwi do \u015bwiata sztucznej inteligencji.<\/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-74b083c elementor-widget elementor-widget-heading\" data-id=\"74b083c\" 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\">Klasyfikacja obraz\u00f3w<\/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-4003f32 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4003f32\" 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-dda1f77\" data-id=\"dda1f77\" 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-014cbb0 elementor-widget elementor-widget-text-editor\" data-id=\"014cbb0\" 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 style=\"font-weight: 400;\">Rozpoznawanie obiekt\u00f3w przez sztuczn\u0105 inteligencj\u0119 jest procesem, w kt\u00f3rym komputer lub system AI <strong>analizuje<\/strong> obrazy lub dane w celu <strong>identyfikacji<\/strong> i <strong>klasyfikacji<\/strong> obiekt\u00f3w znajduj\u0105cych si\u0119 na tych obrazach. Proces ten opiera si\u0119 na technikach przetwarzania obrazu i uczeniu maszynowym. W pocz\u0105tkowym etapie nale\u017cy przygotowa\u0107 dane wraz z odpowiednimi <strong>etykietami<\/strong> (klasami). Mog\u0105 to by\u0107 na przyk\u0142ad fotografie kot\u00f3w, opisane w\u0142a\u015bnie jako zdj\u0119cia kot\u00f3w. Tak przygotowanym zbiorem danych karmiony jest algorytm uczenia maszynowego, kt\u00f3ry <strong>analizuje<\/strong> obrazy i wyznacza ich cechy charakterystyczne przypisane do konkretnej etykiety, mo\u017ce to by\u0107 kszta\u0142t, kolor czy te\u017c tekstura. Po zako\u0144czeniu etapu <strong>trenowania<\/strong> modelu AI, jest on <strong>testowany<\/strong> na nowym zbiorze danych, je\u015bli obiekty rozpoznawane s\u0105 poprawnie, ca\u0142y proces mo\u017cna uzna\u0107 za zako\u0144czony.<\/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-673ace3\" data-id=\"673ace3\" 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-021ace9 elementor-widget elementor-widget-image\" data-id=\"021ace9\" 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<img decoding=\"async\" width=\"800\" height=\"530\" src=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_stravberry.jpg\" class=\"attachment-large size-large wp-image-68617\" alt=\"\" srcset=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_stravberry.jpg 1024w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_stravberry-300x199.jpg 300w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_stravberry-768x509.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Truskawki rozpoznawane przez system Jetson Nano (\u017ar\u00f3d\u0142o: https:\/\/github.com\/dusty-nv\/jetson-inference\/blob\/master\/docs\/imagenet-console-2.md)<\/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\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-35e1f59 elementor-widget elementor-widget-text-editor\" data-id=\"35e1f59\" 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 style=\"font-weight: 400\">Detekcja obiekt\u00f3w jest jednym z klasycznych algorytm\u00f3w sztucznej inteligencji, kt\u00f3re mo\u017cna z powodzeniem uruchomi\u0107 na mikrokomputerze Nvidia Jetson Nano. P\u0142ytka korzysta domy\u015blnie z modeli <strong>ImageNet<\/strong> <strong>ILSVRC<\/strong>, <strong>GoogleNet<\/strong> oraz <strong>ResNet-18<\/strong>, dzi\u0119ki czemu z powodzeniem potrafi rozpoznawa\u0107 obiekty takie jak: owoce, warzywa, zwierz\u0119ta, pojazdy, czy te\u017c przedmioty codziennego u\u017cytku.<\/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-8f74d76 elementor-widget elementor-widget-heading\" data-id=\"8f74d76\" 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\">Detekcja obiekt\u00f3w<\/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-5ae9721 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"5ae9721\" 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-7bb9d51\" data-id=\"7bb9d51\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\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-eb87341\" data-id=\"eb87341\" 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-2f75db1 elementor-widget elementor-widget-text-editor\" data-id=\"2f75db1\" 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 style=\"font-weight: 400;\">Rozpoznawanie obraz\u00f3w jako ca\u0142o\u015bci to jedno, ale Jetson Nano potrafi r\u00f3wnie\u017c analizowa\u0107 fotografie, filmy oraz rzeczywisty obraz z kamery i wyznacza\u0107 na ich obszarze rozpoznane <strong>obiekty<\/strong>. Tego typu algorytm dzia\u0142a podobnie do opisanego wcze\u015bniej przyk\u0142adu uczenia maszynowego, tutaj r\u00f3wnie\u017c skrypt AI wyznacza konkretne cechy obiekt\u00f3w na podstawie wcze\u015bniej przygotowanych danych treningowych, dzi\u0119ki czemu p\u00f3\u017aniej potrafi analizowa\u0107 <strong>nieznane<\/strong> wcze\u015bniej obrazy.<\/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-540bd5f elementor-widget elementor-widget-heading\" data-id=\"540bd5f\" 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\">Segmentacja obrazu<\/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-c346136 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c346136\" 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-5f2adfc\" data-id=\"5f2adfc\" 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-74a25f3 elementor-widget elementor-widget-text-editor\" data-id=\"74a25f3\" 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 style=\"font-weight: 400\"><strong>Segmentacja<\/strong> <strong>obrazu<\/strong> to proces przyporz\u0105dkowywania pikseli lub obszar\u00f3w obrazu do r\u00f3\u017cnych klas, lub segment\u00f3w na podstawie ich podobie\u0144stwa w pewnych cechach. Celem segmentacji jest podzia\u0142 obrazu na bardziej jednorodne lub semantycznie sp\u00f3jne cz\u0119\u015bci, kt\u00f3re reprezentuj\u0105 r\u00f3\u017cne obiekty lub elementy na obrazie. Mo\u017cna powiedzie\u0107, \u017ce segmentacja obrazu to swego rodzaju <strong>analiza<\/strong> <strong>t\u0142a<\/strong>, dzi\u0119ki kt\u00f3rej mo\u017cliwe jest wydzielenie poszczeg\u00f3lnych p\u0142aszczyzn odpowiadaj\u0105cych konkretnym obiektom lub obszarom.<\/p><p style=\"font-weight: 400\">Algorytm segmentacji obrazu mo\u017ce by\u0107 z powodzeniem uruchomiony na Jetson Nano. Bazuje on na sieci <strong>FNC<\/strong> (Fully Convolutional Network), kt\u00f3ra ma mo\u017cliwo\u015b\u0107 analizy obrazu pod wzgl\u0119dem r\u00f3\u017cnych poziom\u00f3w, tak aby wyznaczy\u0107 konkretne t\u0142a i obiekty.<\/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-5bd32eb\" data-id=\"5bd32eb\" 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-4d71035 elementor-widget elementor-widget-image\" data-id=\"4d71035\" 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<img decoding=\"async\" width=\"800\" height=\"628\" src=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_detectnet-1024x804.jpg\" class=\"attachment-large size-large wp-image-68621\" alt=\"\" srcset=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_detectnet-1024x804.jpg 1024w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_detectnet-300x235.jpg 300w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_detectnet-768x603.jpg 768w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_detectnet.jpg 1384w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Obiekty rozpoznawane przez Jetson Nano (\u017ar\u00f3d\u0142o: https:\/\/github.com\/dusty-nv\/jetson-inference\/blob\/master\/docs\/detectnet-console-2.md)<\/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\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-84c7a38 elementor-widget elementor-widget-heading\" data-id=\"84c7a38\" 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\">Oszacowywanie pozycji<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d2bd14e elementor-widget elementor-widget-image\" data-id=\"d2bd14e\" 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<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"1021\" src=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_segmentation-802x1024.jpg\" class=\"attachment-large size-large wp-image-68625\" alt=\"\" srcset=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_segmentation-802x1024.jpg 802w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_segmentation-235x300.jpg 235w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_segmentation-768x980.jpg 768w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_segmentation.jpg 900w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Wp\u0142yw algorytmu segmentacji obrazu (\u0179r\u00f3d\u0142o: https:\/\/github.com\/dusty-nv\/jetson-inference\/blob\/master\/docs\/segnet-console-2.md)<\/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-68b9b77 elementor-widget elementor-widget-image\" data-id=\"68b9b77\" 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<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"239\" src=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_posenet-1024x306.jpg\" class=\"attachment-large size-large wp-image-68629\" alt=\"\" srcset=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_posenet-1024x306.jpg 1024w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_posenet-300x90.jpg 300w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_posenet-768x230.jpg 768w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_posenet-1536x459.jpg 1536w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_posenet.jpg 2006w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Szacowanie lokalizacji osoby za pomoc\u0105 Jetson Nano (\u017ar\u00f3d\u0142o: https:\/\/github.com\/dusty-nv\/jetson-inference\/blob\/master\/docs\/posenet.md)<\/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-2df8789 elementor-widget elementor-widget-text-editor\" data-id=\"2df8789\" 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 style=\"font-weight: 400\">Algorytm sztucznej inteligencji okre\u015blaj\u0105ce <strong>pozycj\u0119<\/strong> <strong>obiektu<\/strong> lub jednostki w przestrzeni fizycznej stosowane s\u0105 w dziedzinach takich jak autonomiczne pojazdy, robotyka, zarz\u0105dzanie ruchem czy monitorowanie ludzi i zwierz\u0105t. Przy zastosowaniu odpowiednich algorytm\u00f3w i danych wej\u015bciowych, systemy AI mog\u0105 dostarczy\u0107 dok\u0142adne i sp\u00f3jne informacje o po\u0142o\u017ceniu obiekt\u00f3w w czasie rzeczywistym.<\/p><p style=\"font-weight: 400\">Nvidia Jetson Nano potrafi bez wi\u0119kszych problem\u00f3w uruchomi\u0107 skrypt <strong>oszacowuj\u0105cy<\/strong> <strong>pozycj\u0119<\/strong> cz\u0142owieka na fotografiach, a tak\u017ce wyznacza\u0107 j\u0105 w czasie rzeczywistym, bazuj\u0105c na obrazie z kamery.<\/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-f933731 elementor-widget elementor-widget-heading\" data-id=\"f933731\" 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\">Rozpoznawanie ruchu i gest\u00f3w<\/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-e0da304 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e0da304\" 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-1b6df61\" data-id=\"1b6df61\" 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-a17692b elementor-widget elementor-widget-image\" data-id=\"a17692b\" 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<img loading=\"lazy\" decoding=\"async\" width=\"500\" height=\"281\" src=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_windsurfing.gif\" class=\"attachment-large size-large wp-image-68633\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Obraz wykonany i sklasyfikowany przez Jetson Nano (\u017ar\u00f3d\u0142o: https:\/\/github.com\/dusty-nv\/jetson-inference\/blob\/master\/docs\/actionnet.md)<\/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\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-c9d82fc\" data-id=\"c9d82fc\" 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-467cc50 elementor-widget elementor-widget-text-editor\" data-id=\"467cc50\" 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 style=\"font-weight: 400\">Jedn\u0105 z ciekawszych aplikacji, kt\u00f3r\u0105 mo\u017cna uruchomi\u0107 na mikrokomputerze Jeston Nano, jest algorytm potrafi\u0105cy <strong>analizowa\u0107<\/strong> i <strong>klasyfikowa\u0107<\/strong> widoczny na filmie lub obrazie z kamery <strong>ruch<\/strong>. Tego typu skrypty wykorzystuje si\u0119 w r\u00f3\u017cnych dziedzinach technologii, takich jak kontrola urz\u0105dze\u0144 za pomoc\u0105 gest\u00f3w, monitorowanie pacjent\u00f3w w medycynie, bezpiecze\u0144stwo i wiele innych. Ich skuteczno\u015b\u0107 i dok\u0142adno\u015b\u0107 ro\u015bnie wraz z post\u0119pem technologicznym i wi\u0119ksz\u0105 ilo\u015bci\u0105 danych treningowych.<\/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-e977f9b elementor-widget elementor-widget-heading\" data-id=\"e977f9b\" 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\">Nie tylko AI, uniwersalno\u015b\u0107 Jetson Nano<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fa25b45 elementor-widget elementor-widget-image\" data-id=\"fa25b45\" 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<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_sensor-1024x576.jpg\" class=\"attachment-large size-large wp-image-68637\" alt=\"\" srcset=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_sensor-1024x576.jpg 1024w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_sensor-300x169.jpg 300w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_sensor-768x432.jpg 768w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_sensor-1536x864.jpg 1536w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_sensor-2048x1152.jpg 2048w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Nvidia Jetson Nano z eCO2 oraz czujnikiem temperatury i wilgotno\u015bci.<\/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-42f9466 elementor-widget elementor-widget-text-editor\" data-id=\"42f9466\" 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 style=\"font-weight: 400\">Mikrokomputer Nvidia Jetson Nano, mimo \u017ce skonstruowany zosta\u0142 z my\u015bl\u0105 o zastosowaniach zwi\u0105zanych ze <strong>sztuczn\u0105<\/strong> <strong>inteligencj\u0105<\/strong>, okazuje si\u0119 by\u0107 <strong>wszechstronnym<\/strong> narz\u0119dziem o potencjale wykraczaj\u0105cym szeroko poza t\u0119 dziedzin\u0119. Dzi\u0119ki swojej wydajno\u015bci i bogatej funkcjonalno\u015bci, urz\u0105dzenie znajduje zastosowanie w projektach <strong>niezwi\u0105zanych<\/strong> bezpo\u015brednio ze sztuczn\u0105 inteligencj\u0105, zbli\u017conych do tych, kt\u00f3re mo\u017cna realizowa\u0107 na popularnym mikrokomputerze <strong>Raspberry<\/strong> <strong>Pi<\/strong>.<\/p><p style=\"font-weight: 400\">Dzi\u0119ki mnogo\u015bci interfejs\u00f3w, takich jak uniwersalne porty <strong>GPIO<\/strong>, <strong>USB<\/strong>, <strong>HDMI<\/strong> oraz <strong>Ethernet<\/strong>, Jetson Nano umo\u017cliwia rozwijanie r\u00f3\u017cnorodnych projekt\u00f3w z dziedziny automatyki domowej, system\u00f3w monitoringu, urz\u0105dze\u0144 Internetu Rzeczy (IoT) czy mini serwer\u00f3w. Dzi\u0119ki swojej wydajno\u015bci, mikrokomputer ten \u015bwietnie radzi sobie z manipulacj\u0105 i analiz\u0105 danych, co jest przydatne w aplikacjach zwi\u0105zanych z automatyzacj\u0105 czy przetwarzaniem danych w czasie rzeczywistym.<\/p><p style=\"font-weight: 400\">Niew\u0105tpliw\u0105 zalet\u0105 Jetson Nano jest uniwersalne <strong>oprogramowanie<\/strong> bazuj\u0105ce na systemie <strong>Ubuntu<\/strong> <strong>Linux<\/strong>, wraz ze wsparciem dla j\u0119zyka <strong>Python<\/strong>. Poza tym dzi\u0119ki rozbudowanej spo\u0142eczno\u015bci u\u017cytkownik\u00f3w, Jetson Nano staje si\u0119 atrakcyjnym wyborem dla tw\u00f3rc\u00f3w projekt\u00f3w edukacyjnych oraz niedzielnych majsterkowicz\u00f3w DIY. W miar\u0119 jak spo\u0142eczno\u015b\u0107 ro\u015bnie, mo\u017cna spodziewa\u0107 si\u0119 coraz wi\u0119kszej ilo\u015bci inspiruj\u0105cych projekt\u00f3w, wykorzystuj\u0105cych potencja\u0142 Jetson Nano w kreatywny spos\u00f3b, zar\u00f3wno w dziedzinach technicznych, jak i artystycznych.<\/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-596a06b elementor-widget elementor-widget-heading\" data-id=\"596a06b\" 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\">Niezwyk\u0142e projekty wykorzystuj\u0105ce Jetson Nano<\/h2>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-08bd5d5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"08bd5d5\" 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-6c4170a\" data-id=\"6c4170a\" 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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-62d6906 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"62d6906\" 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-ad0e734\" data-id=\"ad0e734\" 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-7ce2581 elementor-widget elementor-widget-text-editor\" data-id=\"7ce2581\" 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 style=\"font-weight: 400\"><a href=\"https:\/\/developer.nvidia.com\/embedded\/community\/jetson-projects\/hpc_autopilot\" data-wpel-link=\"external\" target=\"_blank\" rel=\"nofollow external noopener noreferrer\">Nvidia HPC Autopilot<\/a> to niewielkich rozmiar\u00f3w <strong>pojazd<\/strong> oparty na mikrokomputerze Jetson Nano. Urz\u0105dzenie zbudowane zosta\u0142o przez student\u00f3w z Brazylijskiego uniwersytety Insper i jest projektem typu open-source, dzi\u0119ki czemu wszystkie \u017ar\u00f3d\u0142a s\u0105 og\u00f3lnodost\u0119pne w internecie. Pojazd porusza si\u0119 automatycznie tylko po <strong>jezdni<\/strong> oraz <strong>rozpoznaje<\/strong> i potrafi <strong>dostosowa\u0107<\/strong> <strong>si\u0119<\/strong> do znak\u00f3w drogowych.<\/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-9fba44f\" data-id=\"9fba44f\" 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-fa2fa1d elementor-widget elementor-widget-image\" data-id=\"fa2fa1d\" 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<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"450\" src=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_hpcautopilot-1024x576.png\" class=\"attachment-large size-large wp-image-68641\" alt=\"\" srcset=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_hpcautopilot-1024x576.png 1024w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_hpcautopilot-300x169.png 300w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_hpcautopilot-768x432.png 768w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_hpcautopilot-1536x864.png 1536w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_hpcautopilot.png 1920w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Pojazd Nvidia HPC Autopilot (\u017ar\u00f3d\u0142o: https:\/\/www.youtube.com\/watch?v=6vQ-E3wKGak)<\/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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b3eb77a elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b3eb77a\" 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-ae5c95e\" data-id=\"ae5c95e\" 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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e0c5b0d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e0c5b0d\" 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-c918b71\" data-id=\"c918b71\" 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-0c7bf47 elementor-widget elementor-widget-image\" data-id=\"0c7bf47\" 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<img loading=\"lazy\" decoding=\"async\" width=\"800\" height=\"449\" src=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_pytorch_guardian.jpg\" class=\"attachment-large size-large wp-image-68645\" alt=\"\" srcset=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_pytorch_guardian.jpg 800w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_pytorch_guardian-300x168.jpg 300w, https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_pytorch_guardian-768x431.jpg 768w\" sizes=\"(max-width: 800px) 100vw, 800px\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Pytorch Driving Guardian ( \u017ar\u00f3d\u0142o: https:\/\/developer.nvidia.com\/embedded\/community\/jetson-projects\/pytorch_guardian)<\/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\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-00cb206\" data-id=\"00cb206\" 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-ebd8d02 elementor-widget elementor-widget-text-editor\" data-id=\"ebd8d02\" 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 style=\"font-weight: 400\">Ciekawym zastosowaniem Jetson Nano mo\u017ce by\u0107 wykrywanie <strong>emocji<\/strong> i <strong>zachowa\u0144<\/strong> cz\u0142owieka. <a href=\"https:\/\/developer.nvidia.com\/embedded\/community\/jetson-projects\/pytorch_guardian\" data-wpel-link=\"external\" target=\"_blank\" rel=\"nofollow external noopener noreferrer\">Pytorch Driving Guardian<\/a> jest prototypem urz\u0105dzenia bazuj\u0105cego na mikrokomputerze z pod\u0142\u0105czon\u0105 kamer\u0105, kt\u00f3rego zadaniem jest informowa\u0107 kierowc\u0119 o potencjalnie niebezpiecznych zachowaniach, takich jak <strong>za\u015bni\u0119cie<\/strong> przed kierownic\u0105.<\/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\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-65bb65d elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"65bb65d\" 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-682290b\" data-id=\"682290b\" 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<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-cfb519c elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"cfb519c\" 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-7ced2ba\" data-id=\"7ced2ba\" 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-fece410 elementor-widget elementor-widget-text-editor\" data-id=\"fece410\" 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 style=\"font-weight: 400\">Kolejnym projektem typu open-source jest <a href=\"https:\/\/developer.nvidia.com\/embedded\/community\/jetson-projects\/robot_nano_hand\" data-wpel-link=\"external\" target=\"_blank\" rel=\"nofollow external noopener noreferrer\">Robot Nano Hand<\/a>. Ta prosta implementacja Jetson Nano, korzysta z kamery, z kt\u00f3rej obraz jest <strong>analizowany<\/strong> i na jego podstawie urz\u0105dzenie <strong>steruje<\/strong> robotyczn\u0105 d\u0142oni\u0105 przygotowan\u0105 na <strong>drukarce<\/strong> <strong>3D<\/strong>. Mikrokomputer potrafi rozpozna\u0107 pi\u0119\u0107 podstawowych gest\u00f3w, kt\u00f3re na\u015bladowane s\u0105 przez sztuczn\u0105 d\u0142o\u0144.<\/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-c9f6be0\" data-id=\"c9f6be0\" 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-a10b44a elementor-widget elementor-widget-image\" data-id=\"a10b44a\" 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<img loading=\"lazy\" decoding=\"async\" width=\"400\" height=\"225\" src=\"https:\/\/botland.com.pl\/blog\/wp-content\/uploads\/2023\/08\/nv_nano_hand.gif\" class=\"attachment-large size-large wp-image-68649\" alt=\"\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Robot Nano Hand (\u017ar\u00f3d\u0142o: https:\/\/developer.nvidia.com\/embedded\/community\/jetson-projects\/robot_nano_hand))<\/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\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-fd67133 elementor-widget elementor-widget-text-editor\" data-id=\"fd67133\" 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 style=\"font-weight: 400\">\u0179r\u00f3d\u0142a:<\/p><p style=\"font-weight: 400\">https:\/\/github.com\/dusty-nv\/jetson-inference<\/p><p style=\"font-weight: 400\">https:\/\/github.com\/dusty-nv\/jetson-inference\/blob\/master\/docs\/imagenet-console-2.md\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0<\/p><p style=\"font-weight: 400\">https:\/\/github.com\/dusty-nv\/jetson-inference\/blob\/master\/docs\/detectnet-console-2.md<\/p><p style=\"font-weight: 400\">https:\/\/paperswithcode.com\/task\/semantic-segmentation<\/p><p style=\"font-weight: 400\">https:\/\/github.com\/dusty-nv\/jetson-inference\/blob\/master\/docs\/segnet-console-2.md<\/p><p style=\"font-weight: 400\">https:\/\/www.jeremyjordan.me\/semantic-segmentation\/<\/p><p style=\"font-weight: 400\">https:\/\/github.com\/dusty-nv\/jetson-inference\/blob\/master\/docs\/posenet.md<\/p><p style=\"font-weight: 400\">https:\/\/github.com\/dusty-nv\/jetson-inference\/blob\/master\/docs\/actionnet.md<\/p><p style=\"font-weight: 400\">https:\/\/developer.nvidia.com\/embedded\/community\/jetson-projects\/hpc_autopilot<\/p><p style=\"font-weight: 400\">https:\/\/developer.nvidia.com\/embedded\/community\/jetson-projects\/pytorch_guardian<\/p><p style=\"font-weight: 400\">https:\/\/developer.nvidia.com\/embedded\/community\/jetson-projects\/robot_nano_hand<\/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>Wraz z dynamicznym rozwojem technologii komputerowych, stajemy w obliczu coraz bardziej zaawansowanych i wydajnych rozwi\u0105za\u0144, kt\u00f3re umo\u017cliwiaj\u0105 przyspieszenie proces\u00f3w obliczeniowych oraz tworzenie innowacyjnych aplikacji. Jednym z fascynuj\u0105cych przyk\u0142ad\u00f3w jest mikrokomputer Nvidia Jetson Nano, kt\u00f3ry wyr\u00f3\u017cnia si\u0119 swoimi zaawansowanymi mo\u017cliwo\u015bciami obliczeniowymi, otwieraj\u0105c nowe horyzonty w dziedzinie sztucznej inteligencji, uczenia maszynowego oraz rozpoznawania obrazu.<\/p>\n","protected":false},"author":34,"featured_media":68684,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[179,20,703],"tags":[],"class_list":["post-68611","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kompendium","category-porady","category-sztuczna-inteligencja"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Nvidia Jetson Nano \u2013 przewodnik po \u015bwiecie AI - Botland<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/botland.com.pl\/blog\/nvidia-jetson-nano-przewodnik-po-swiecie-ai\/\" \/>\n<meta property=\"og:locale\" content=\"pl_PL\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Nvidia Jetson Nano \u2013 przewodnik po \u015bwiecie AI - Botland\" \/>\n<meta property=\"og:description\" content=\"Wraz z dynamicznym rozwojem technologii komputerowych, stajemy w obliczu coraz bardziej zaawansowanych i wydajnych rozwi\u0105za\u0144, kt\u00f3re umo\u017cliwiaj\u0105 przyspieszenie proces\u00f3w obliczeniowych oraz tworzenie innowacyjnych aplikacji. 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