{"id":9841,"count":42,"description":"Reunalaskennan teko\u00e4lytietokoneet ajavat teko\u00e4lymallia \u2013 kohteiden tunnistusta, luokittelua, mittausta tai poikkeamien havaitsemista \u2013 suoraan kameroiden ja antureiden vieress\u00e4 pilven sijaan. N\u00e4in vasteaika on millisekunteja, verkkoliikenne v\u00e4henee ja data pysyy paikallisesti. SCN toimittaa AAEONin, Axiomtekin, Diamond Systemsin ja IEI:n edge AI -j\u00e4rjestelmi\u00e4: tuulettimettomia Box PC- ja teollisuustietokoneita, joissa on NVIDIA Jetson (Nano, Xavier NX, Orin Nano, Orin NX, Thor), Intel Core Ultra ja sis\u00e4\u00e4nrakennettu NPU tai Hailo-8-kiihdytin, JetBox-kantokortteja ja kehityssarjoja, IP67-mallin sek\u00e4 1U\/2U edge AI -palvelimia. K\u00e4ytt\u00f6kohteita ovat konen\u00e4k\u00f6, laadunvalvonta, videoanalytiikka, mobiilirobotit (AMR) ja ajoneuvot. Insin\u00f6\u00f6rimme auttavat valitsemaan oikean teko\u00e4lysuorituskyvyn (TOPS), kameraliit\u00e4nn\u00e4t, I\/O:n ja kotelon.","link":"https:\/\/scn.eu\/fi\/tuote-osasto\/tuotteita\/industrial-computers-fi\/box-pc-fi\/ai-at-the-edge-computing-fi\/","name":"Reunapohjainen teko\u00e4lylaskenta","slug":"ai-at-the-edge-computing-fi","taxonomy":"product_cat","parent":10531,"meta":{"scn_kategori_text":"<h2>Edge AI -tietokoneet konen\u00e4k\u00f6\u00f6n, robotteihin ja ajoneuvoihin<\/h2>\n<p>Reunapohjainen teko\u00e4lylaskenta (edge computing) tarkoittaa, ett\u00e4 teko\u00e4lymallit \u2013 kohteiden tunnistus, luokittelu, mittaus tai poikkeamien havaitseminen \u2013 ajetaan tietokoneella, joka sijaitsee dataa tuottavien kameroiden, anturien ja koneiden vieress\u00e4, sen sijaan ett\u00e4 kaikki l\u00e4hetett\u00e4isiin pilveen. Tuloksena on millisekuntien vasteajat, v\u00e4hemm\u00e4n verkkoliikennett\u00e4 ja data, joka pysyy paikan p\u00e4\u00e4ll\u00e4. Valikoimassa on NVIDIA Jetson -j\u00e4rjestelmi\u00e4 (Nano, Xavier NX, Orin Nano, Orin NX, AGX Orin ja Thor) valmistajilta AAEON, Axiomtek ja Diamond Systems, tuulettimettomia tietokoneita Intel Core Ultra -suorittimella ja sis\u00e4\u00e4nrakennetulla NPU:lla, k\u00e4mmenen kokoinen j\u00e4rjestelm\u00e4 Hailo-8-kiihdyttimell\u00e4 sek\u00e4 IEI:n 1U\/2U edge AI -palvelimia raskaampaan k\u00e4ytt\u00f6\u00f6n.<\/p>\n<p>Tyypillisi\u00e4 sovelluksia ovat konen\u00e4k\u00f6 ja laadunvalvonta, videoanalytiikka ja liikenteen seuranta, autonomiset mobiilirobotit (AMR), ajoneuvoj\u00e4rjestelm\u00e4t ja ennakoiva kunnossapito. Teollisuustietokoneet ilman teko\u00e4ly\u00e4 l\u00f6yd\u00e4t kohdasta <a href=\"https:\/\/scn.eu\/fi\/tuote-osasto\/tuotteita\/industrial-computers-fi\/box-pc-fi\/\">box-PC<\/a>.<\/p>\n<p><strong>N\u00e4in valitset:<\/strong> aloita tarvittavasta teko\u00e4lysuorituskyvyst\u00e4 (TOPS) sek\u00e4 kameroiden m\u00e4\u00e4r\u00e4st\u00e4 ja tyypist\u00e4 \u2013 GigE\/PoE, GMSL2 tai MIPI CSI. Tarkista sitten ymp\u00e4rist\u00f6: tuulettimeton rakenne, l\u00e4mp\u00f6tila-alue, IP67, laaja DC-sy\u00f6tt\u00f6 ja CAN-v\u00e4yl\u00e4 ajoneuvoihin. Valitse lopuksi valmis box-PC, kantolevy omaan koteloon tai kehityspaketti prototyyppeihin.<\/p>\n<h3>Usein kysytyt kysymykset<\/h3>\n<details><summary>Mit\u00e4 edge computing ja edge AI tarkoittavat?<\/summary><p>Edge AI tarkoittaa, ett\u00e4 koulutettu teko\u00e4lymalli ajetaan suoraan kameran, anturin tai koneen vieress\u00e4 olevalla tietokoneella pilven sijaan. Tietokone analysoi kuvat tai signaalit paikan p\u00e4\u00e4ll\u00e4 ja reagoi millisekunneissa, my\u00f6s ilman verkkoyhteytt\u00e4. Tyypillisi\u00e4 k\u00e4ytt\u00f6kohteita ovat laadunvalvonta, ihmisten ja ajoneuvojen laskenta sek\u00e4 robottien ohjaus.<\/p><\/details>\n<details><summary>Mink\u00e4 NVIDIA Jetson -moduulin tarvitsen?<\/summary><p>Se riippuu kameravirtojen m\u00e4\u00e4r\u00e4st\u00e4 ja mallin koosta. Jetson Orin Nano (enint\u00e4\u00e4n 67 TOPS) riitt\u00e4\u00e4 yhdelle tai muutamalle virralle, Orin NX (enint\u00e4\u00e4n 157 TOPS) monikamerakonen\u00e4k\u00f6\u00f6n ja mobiilirobotteihin ja AGX Orin (enint\u00e4\u00e4n 275 TOPS) moniin rinnakkaisiin videovirtoihin ja suurempiin malleihin. Jetson Thor on tehty vaativaan robotiikkaan.<\/p><\/details>\n<details><summary>Milloin edge AI on parempi kuin pilvipalvelu?<\/summary><p>Kun p\u00e4\u00e4t\u00f6kset on teht\u00e4v\u00e4 nopeasti, yhteys on ep\u00e4varma tai datan on pysytt\u00e4v\u00e4 paikan p\u00e4\u00e4ll\u00e4. Tuotantolinjan hylk\u00e4yssignaali, esteen v\u00e4ist\u00e4v\u00e4 robotti tai ajoneuvon kamera ei voi odottaa edestakaista matkaa pilveen. Pilvi on edelleen oikea paikka mallien kouluttamiseen ja analyyseihin, jotka eiv\u00e4t ole aikakriittisi\u00e4.<\/p><\/details>\n<details><summary>Mik\u00e4 edge AI -tietokone toimii ajoneuvoissa ja ulkona?<\/summary><p>Ajoneuvoihin valitaan malli, jossa on laaja DC-sy\u00f6tt\u00f6, CAN-v\u00e4yl\u00e4 ja GMSL2-kameratulot. Ulkok\u00e4ytt\u00f6\u00f6n tai pest\u00e4viin kohteisiin AIE810-ONX on IP67-luokiteltu M12-liittimill\u00e4. Axiomtekin kehityspaketit ja Diamond Systemsin kantolevyt helpottavat mallin testaamista ennen tuotantoj\u00e4rjestelm\u00e4n valintaa.<\/p><\/details>\n<div class=\"scn-cta\"><p>Etk\u00f6 ole varma, mink\u00e4 mallin tarvitset?<\/p><a href=\"https:\/\/scn.eu\/fi\/yhteystiedot\/pyyda-tarjous\/\">Pyyd\u00e4 apua valintaan<\/a><\/div>"},"menu_order":43,"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Reunapohjainen teko\u00e4lylaskenta \u2013 NVIDIA Jetson | SCN<\/title>\n<meta name=\"description\" content=\"Box PC -tietokoneet ja kantokortit teko\u00e4lyyn verkon reunalla NVIDIA Jetsonin pohjalta. 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