{"id":3764,"date":"2024-01-25T22:55:32","date_gmt":"2024-01-25T20:55:32","guid":{"rendered":"http:\/\/www.old.generation-ai-stn.fi\/materiaalit\/non-knowledgebase\/uncategorized\/lektion-2-ide-och-planering\/"},"modified":"2025-02-12T20:27:57","modified_gmt":"2025-02-12T18:27:57","password":"","slug":"lektion-2-ide-och-planering","status":"publish","type":"docs","link":"https:\/\/old.generation-ai-stn.fi\/sv\/materiaalit\/laraktig-maskin-teachable-machine\/lat-oss-ta-kontroll-over-ai-tillsammans\/lektion-2-ide-och-planering\/","title":{"rendered":"Lektion 2: Id\u00e9 och planering"},"content":{"rendered":"\n<p><strong>M\u00e5l f\u00f6r lektionerna<\/strong><\/p>\n\n<ul class=\"wp-block-list\">\n<li>Id\u00e9, design och implementering av din egen klassificeringsapplikation med hj\u00e4lp av en undervisningsmaskin<\/li>\n\n\n\n<li>F\u00f6rdjupa din f\u00f6rst\u00e5else f\u00f6r viktiga begrepp och metoder inom maskininl\u00e4rning<\/li>\n\n\n\n<li>St\u00f6dja studenternas kreativa f\u00e4rdigheter, deltagande och inflytande i projektarbete i samarbete<\/li>\n<\/ul>\n\n<p><strong>Centrala begrepp<\/strong><\/p>\n\n<ul class=\"wp-block-list\">\n<li>AI, maskininl\u00e4rning, data, utbildningsdata, till\u00e4mpning, klassificerare, klass, s\u00e4kerhet, br\u00e4cklighet<\/li>\n<\/ul>\n\n<p><strong>Tillbeh\u00f6r:<\/strong><\/p>\n\n<ul class=\"wp-block-list\">\n<li>Dator\/surfplatta per grupp  <\/li>\n\n\n\n<li>Datortill\u00e4mpning som ska l\u00e4ras ut: <a href=\"https:\/\/tm.generation-ai-stn.fi\" target=\"_blank\" rel=\"noopener\" title=\"\">https:\/\/tm.generation-ai-stn.fi<\/a><\/li>\n\n\n\n<li>Design och utveckling ska g\u00f6ras som<a href=\"http:\/\/www.old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/2a-Suunnittelu-ja-kehittaminen-tuloste-A3-koko.pdf\" title=\"\"> en utskrift (pdf)<\/a> eller som en redigerbar <a href=\"http:\/\/www.old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/2b-1-Suunnittelu-ja-kehittaminen-doc.docx\" title=\"\">word-dokumentfil<\/a>. Exempel p\u00e5 svar som en <a href=\"http:\/\/www.old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/2b-2-ESIMERKKIVASTAUKSET.docx\" title=\"\">word-fil<\/a>.<\/li>\n<\/ul>\n\n<p><strong>Hur man arbetar:<\/strong><\/p>\n\n<ul class=\"wp-block-list\">\n<li>Arbete i sm\u00e5grupper eller par<\/li>\n<\/ul>\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n<h2 class=\"wp-block-heading\">Uppgift: l\u00e5t dig inspireras av exempel och ta ett blad ur boken!<\/h2>\n\n<p><strong>Arbetsmetod:<\/strong> arbeta i sm\u00e5 grupper eller par<\/p>\n\n<p>F\u00f6rra g\u00e5ngen l\u00e4rde du k\u00e4nna den maskin du undervisade i och skapade en enkel klassificerare. Den h\u00e4r g\u00e5ngen b\u00f6rjar vi med ett projekt som g\u00e5r ut p\u00e5 att skapa en klassificerare som l\u00f6ser ett praktiskt problem eller en utmaning. Men innan dess \u00e4r det dags att titta p\u00e5 n\u00e5gra exempel.<\/p>\n\n<p><em>Din uppgift \u00e4r att l\u00e4ra k\u00e4nna fyra olika klassificerare<\/em>. Om du inte har s\u00e5 mycket tid till f\u00f6rfogande kan du titta p\u00e5 videorna. Om du har mer tid att utforska exemplen kan du ocks\u00e5 \u00f6ppna dem p\u00e5 din dator eller mobila enhet. Se nedan f\u00f6r de olika alternativen.  <\/p>\n\n<ol class=\"wp-block-list\">\n<li><strong><em>Titta p\u00e5 videorna. <\/em>Videorna f\u00f6rklarar hur varje klassificerarexempel fungerar <\/strong>(detta \u00e4r en obligatorisk uppgift, punkterna 2-4 \u00e4r extrauppgifter).<\/li>\n\n\n\n<li><em>B\u00f6rja och unders\u00f6k.<\/em>  Detta g\u00f6r att du sj\u00e4lv kan prova provklassificeraren och \u00e4ndra den som du vill. Observera! din milj\u00f6 \u00e4r fr\u00e4mmande, s\u00e5 maskinen kanske inte fungerar som den ska (den \u00e4r \u00f6mt\u00e5lig) &#8211; du kan \u00e5tg\u00e4rda detta genom att redigera handledningsdata.  <\/li>\n\n\n\n<li><em>Spara klassificeringsverktyget p\u00e5 din dator<\/em> (ladda ner .zip-filen). Filen kan \u00f6ppnas senare p\u00e5 en tom undervisningsmaskin med funktionen &#8221;\u00f6ppna&#8221;.<\/li>\n\n\n\n<li><em>L\u00e4s QR-koden<\/em> p\u00e5 din telefon eller surfplatta (tryck f\u00f6r att f\u00f6rstora den f\u00f6rst) och testa hur klassificeringsverktyget fungerar p\u00e5 din telefon!<\/li>\n<\/ol>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h6 class=\"wp-block-heading\">Exempel: tr\u00e4ddetektor<\/h6>\n\n\n\n<p>\u00c4r tr\u00e4det tall, gran eller bj\u00f6rk? Tr\u00e4didentifieraren \u00e4r utbildad f\u00f6r att identifiera dessa tre arter. Klassificeraren spelar upp en kort video efter att ha identifierat tr\u00e4det.  <\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-container-core-buttons-is-layout-a74382ec wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/tm.generation-ai-stn.fi\/image\/general?project=https:\/\/dl.dropboxusercontent.com\/scl\/fi\/sbb05m9hnjbu4s5ygdhnc\/Puut.zip?rlkey=9sueslwy5zygl1tw0zaxmnyxi&amp;dl=1\">Starta och unders\u00f6k<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.dropbox.com\/scl\/fi\/sbb05m9hnjbu4s5ygdhnc\/Puut.zip?rlkey=9sueslwy5zygl1tw0zaxmnyxi&amp;dl=1\" target=\"_blank\" rel=\"noreferrer noopener\">Ladda ner .zip-filen<\/a><\/div>\n<\/div>\n\n\n\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a236f8326d2d&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6a236f8326d2d\" class=\"wp-block-image size-full is-resized wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"432\" height=\"432\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"http:\/\/www.old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/puut.png\" alt=\"\" class=\"wp-image-1959\" style=\"width:93px;height:auto\" srcset=\"https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/puut.png 432w, https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/puut-300x300.png 300w, https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/puut-150x150.png 150w, https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/puut-360x360.png 360w\" sizes=\"auto, (max-width: 432px) 100vw, 432px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"F\u00f6rstora\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-video\"><video height=\"1440\" style=\"aspect-ratio: 2560 \/ 1440;\" width=\"2560\" controls=\"\" src=\"http:\/\/www.old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/1-Video-3-A-Puun-tunnistaja.mp4\"><\/video><\/figure>\n<\/div>\n<\/div>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h6 class=\"wp-block-heading\">Exempel: kl\u00e4der i ord<\/h6>\n\n\n\n<p>Handske, hatt eller skor? Eller ingenting? I det h\u00e4r enkla exemplet talar r\u00f6sten om vad du ska g\u00f6ra med varje outfit. Till exempel. n\u00e4r klassificeraren k\u00e4nner igen hatten s\u00e4ger applikationen &#8221;hatt p\u00e5&#8221;<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/tm.generation-ai-stn.fi\/image\/general?project=https:\/\/dl.dropboxusercontent.com\/scl\/fi\/8ggth3cr528bkoll3c14g\/Vaatteet.zip?rlkey=h42d6peo6pof6gzyq09sd80a6&amp;dl=0\" target=\"_blank\" rel=\"noreferrer noopener\">Starta och unders\u00f6k<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.dropbox.com\/scl\/fi\/8ggth3cr528bkoll3c14g\/Vaatteet.zip?rlkey=h42d6peo6pof6gzyq09sd80a6&amp;dl=1\">Ladda ner .zip-filen<\/a><\/div>\n<\/div>\n\n\n\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a236f8327e67&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6a236f8327e67\" class=\"wp-block-image size-full is-resized wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"432\" height=\"432\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"http:\/\/www.old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/vaatteet.png\" alt=\"\" class=\"wp-image-1962\" style=\"width:95px;height:auto\" srcset=\"https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/vaatteet.png 432w, https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/vaatteet-300x300.png 300w, https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/vaatteet-150x150.png 150w, https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/vaatteet-360x360.png 360w\" sizes=\"auto, (max-width: 432px) 100vw, 432px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"F\u00f6rstora\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-video\"><video height=\"1440\" style=\"aspect-ratio: 2560 \/ 1440;\" width=\"2560\" controls=\"\" src=\"http:\/\/www.old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/1-Video-3-B-Vaatteet-sanoiksi.mp4\"><\/video><\/figure>\n<\/div>\n<\/div>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h6 class=\"wp-block-heading\">Exempel: k\u00e4nslodetektor<\/h6>\n\n\n\n<p>\u00c4r du ledsen, glad, arg eller neutral? Smileyn s\u00e4ger allt! Denna klassificerare har tr\u00e4nats f\u00f6r att k\u00e4nna igen k\u00e4nslor med olika ansiktsuttryck. N\u00e4r maskinen k\u00e4nner igen uttrycket svarar den med en smiley.  <\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/tm.generation-ai-stn.fi\/image\/general?project=https:\/\/www.dl.dropboxusercontent.com\/scl\/fi\/a78hbe4nw19avrnde9kem\/Tunteet.zip?rlkey=s4omsx0l1o2gy07wuf5klwg24&amp;dl=0\" target=\"_blank\" rel=\"noreferrer noopener\">Starta och unders\u00f6k<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.dropbox.com\/scl\/fi\/a78hbe4nw19avrnde9kem\/Tunteet.zip?rlkey=s4omsx0l1o2gy07wuf5klwg24&amp;dl=1\">Ladda ner .zip-filen<\/a><\/div>\n<\/div>\n\n\n\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a236f8328e79&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6a236f8328e79\" class=\"wp-block-image size-full is-resized wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"432\" height=\"432\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"http:\/\/www.old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/tunteet.png\" alt=\"\" class=\"wp-image-1964\" style=\"width:95px;height:auto\" srcset=\"https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/tunteet.png 432w, https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/tunteet-300x300.png 300w, https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/tunteet-150x150.png 150w, https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/tunteet-360x360.png 360w\" sizes=\"auto, (max-width: 432px) 100vw, 432px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"F\u00f6rstora\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-video\"><video height=\"1440\" style=\"aspect-ratio: 2560 \/ 1440;\" width=\"2560\" controls=\"\" src=\"http:\/\/www.old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/1-Video-3-C-Tunteiden-tunnistaja.mp4\"><\/video><\/figure>\n<\/div>\n<\/div>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h6 class=\"wp-block-heading\">Exempel: arg hand<\/h6>\n\n\n\n<p>Kan en hand vara arg? Eller r\u00e4ttare sagt, det \u00e4r en figur som representeras av en hand &#8211; n\u00e4r klassificeraren k\u00e4nner igen handen som en &#8221;mun&#8221; spelar den upp ett v\u00e4sande ljud. N\u00e4r handen \u00e4r i knytn\u00e4ven upprepar bed\u00f6maren ljudet av tillfredsst\u00e4llelse.<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/tm.generation-ai-stn.fi\/image\/general?project=https:\/\/dl.dropboxusercontent.com\/scl\/fi\/qa5q396rj0x0cd57zu7o1\/K-si.zip?rlkey=a4lfxdnssax2dehhkshorfphz&amp;dl=0\" target=\"_blank\" rel=\"noreferrer noopener\">Starta och unders\u00f6k<\/a><\/div>\n\n\n\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/www.dropbox.com\/scl\/fi\/qa5q396rj0x0cd57zu7o1\/K-si.zip?rlkey=a4lfxdnssax2dehhkshorfphz&amp;dl=1\">Ladda ner .zip-filen<\/a><\/div>\n<\/div>\n\n\n\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a236f8329e40&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6a236f8329e40\" class=\"wp-block-image size-full is-resized wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"432\" height=\"432\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"http:\/\/www.old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/vihakasi.png\" alt=\"\" class=\"wp-image-1968\" style=\"width:98px;height:auto\" srcset=\"https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/vihakasi.png 432w, https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/vihakasi-300x300.png 300w, https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/vihakasi-150x150.png 150w, https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/vihakasi-360x360.png 360w\" sizes=\"auto, (max-width: 432px) 100vw, 432px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"F\u00f6rstora\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-video\"><video height=\"1440\" style=\"aspect-ratio: 2560 \/ 1440;\" width=\"2560\" controls=\"\" src=\"http:\/\/www.old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/1-Video-3-D-Vihainen-kasi.mp4\"><\/video><\/figure>\n<\/div>\n<\/div>\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity is-style-wide\"\/>\n\n<h2 class=\"wp-block-heading\">Uppgift: i sm\u00e5 grupper, designa och implementera din egen klassificerare<\/h2>\n\n<p><strong>Arbetsmetod: <\/strong>i par eller sm\u00e5grupper<\/p>\n\n<p>Det \u00e4r viktigt att du anv\u00e4nder uppgiftsbladet* som st\u00f6d f\u00f6r ditt arbete. Den inneh\u00e5ller v\u00e4gledande fr\u00e5gor som underl\u00e4ttar ditt arbete och hj\u00e4lper dig att dokumentera hur designprocessen fortskrider och att notera observationer av klassificerarens arbete.  <\/p>\n\n<p>*<em>Om du inte har \u00f6vningsformul\u00e4ret kan du h\u00e4mta det h\u00e4r: <a href=\"http:\/\/www.old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/2a-Suunnittelu-ja-kehittaminen-tuloste-A3-koko.pdf\" title=\"\">skriv ut (pdf)<\/a> eller redigera <a href=\"http:\/\/www.old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/2b-1-Suunnittelu-ja-kehittaminen-doc.docx\" title=\"\">word-dokument<\/a>. Exempel p\u00e5 svar som en <a href=\"http:\/\/www.old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/2b-2-ESIMERKKIVASTAUKSET.docx\" title=\"\">word-fil<\/a>.<\/em><\/p>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h6 class=\"wp-block-heading\">S\u00e5 h\u00e4r kommer du ig\u00e5ng<\/h6>\n\n\n\n<p>B\u00f6rja uppgiften med att diskutera exempelfilmerna! Vilken typ av klassificerare var de? Hur fungerar de? Hur skulle en grupps egen klassificerare kunna se ut? M\u00e5let \u00e4r att genom en gemensam diskussion v\u00e4lja en id\u00e9 som gruppen sedan utvecklar tillsammans.<br\/><br\/>Presentera din grupps id\u00e9 f\u00f6r l\u00e4raren, som bed\u00f6mer om den kan implementeras p\u00e5 undervisningsmaskinen med en applikation.  <\/p>\n\n\n\n<h6 class=\"wp-block-heading\">Utformning av klassificerare (steg 1-3)<\/h6>\n\n\n\n<p>N\u00e4r l\u00e4raren har godk\u00e4nt id\u00e9n kan applikationen utformas mer i detalj.  <\/p>\n\n\n\n<p>Obs! Planeringen b\u00f6r INTE g\u00f6ras utan ett uppgiftsblad, som l\u00e4raren delar ut till eleverna antingen elektroniskt eller som en utskrift (l\u00e4nkar h\u00f6gst upp p\u00e5 denna sida).<\/p>\n\n\n\n<p>I fr\u00e5geformul\u00e4ret st\u00e4lls bland annat f\u00f6ljande fr\u00e5gor. Vilket problem l\u00f6ser din klassificerare? Vilken typ av utbildningsdata beh\u00f6ver du f\u00f6r att l\u00e4ra ut AI? <em>F\u00f6lj och besvara fr\u00e5gorna p\u00e5 uppgiftsbladet<\/em> medan du anv\u00e4nder den maskin som ska l\u00e4ras ut (tryck p\u00e5 knappen om maskinen \u00e4nnu inte \u00e4r ig\u00e5ng)<\/p>\n\n\n\n<div class=\"wp-block-buttons is-layout-flex wp-block-buttons-is-layout-flex\">\n<div class=\"wp-block-button\"><a class=\"wp-block-button__link wp-element-button\" href=\"https:\/\/tm.generation-ai-stn.fi\" target=\"_blank\" rel=\"noreferrer noopener\">Starta den maskin som du undervisar i<\/a><\/div>\n<\/div>\n\n\n\n<p>ps. Kom ih\u00e5g att spara ditt arbete <strong>(spara-knappen<\/strong> p\u00e5 den maskin du undervisar p\u00e5). Arbetet sparas p\u00e5 den enhet som du anv\u00e4nder. Flytta den till en annan plats innan du \u00e5terl\u00e4mnar din b\u00e4rbara dator eller surfplatta.  <\/p>\n\n\n\n<h6 class=\"wp-block-heading\">Utveckling och testning av klassificeringsverktyget (steg 4-5)<\/h6>\n\n\n\n<p>I detta skede h\u00e5ller applikationen p\u00e5 att testas och utvecklas. Diskutera appens funktionalitet i grupp, t.ex. f\u00f6rh\u00e5llandet mellan utbildningsdata och prestandan hos den modell som undervisas. Kan den typ av utbildningsdata som skapas f\u00f6rklara hur maskinen fungerar? Forts\u00e4tt att f\u00f6rb\u00e4ttra maskinen tills du tycker att den fungerar tillr\u00e4ckligt bra.<br\/><br\/><em>Kom ih\u00e5g att fylla i uppgiftsbladet och besvara dess fr\u00e5gor n\u00e4r du utvecklar din klassificerare!<\/em><\/p>\n\n\n\n<h6 class=\"wp-block-heading\">Design och utveckling av appar<\/h6>\n\n\n\n<p>Applikationen \u00e4r den del av maskinen som l\u00e4rs ut, d\u00e4r man planerar vad maskinen ska g\u00f6ra n\u00e4r den t.ex. uppt\u00e4cker n\u00e5got. katt (djurklassificerare). Sover maskinen? Kommer den att ha en bild av en katt? Ska det st\u00e5 katt?<br\/><br\/>G\u00f6r appen det du vill att den ska g\u00f6ra? Varf\u00f6r eller varf\u00f6r inte?<\/p>\n\n\n\n<p><em>Kom ih\u00e5g att fylla i uppgiftsbladet och besvara dess fr\u00e5gor \u00e4ven n\u00e4r du utvecklar appen!!!<\/em><\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure data-wp-context=\"{&quot;imageId&quot;:&quot;6a236f832b403&quot;}\" data-wp-interactive=\"core\/image\" data-wp-key=\"6a236f832b403\" class=\"wp-block-image size-large is-resized wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" data-wp-class--hide=\"state.isContentHidden\" data-wp-class--show=\"state.isContentVisible\" data-wp-init=\"callbacks.setButtonStyles\" data-wp-on--click=\"actions.showLightbox\" data-wp-on--load=\"callbacks.setButtonStyles\" data-wp-on-window--resize=\"callbacks.setButtonStyles\" src=\"http:\/\/www.old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/Luokittelijan-toteuttaminen-1024x576.png\" alt=\"\" class=\"wp-image-1993\" style=\"width:507px;height:auto\" srcset=\"https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/Luokittelijan-toteuttaminen-1024x576.png 1024w, https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/Luokittelijan-toteuttaminen-300x169.png 300w, https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/Luokittelijan-toteuttaminen-768x432.png 768w, https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/Luokittelijan-toteuttaminen-1536x864.png 1536w, https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/Luokittelijan-toteuttaminen-360x203.png 360w, https:\/\/old.generation-ai-stn.fi\/wp-content\/uploads\/2024\/01\/Luokittelijan-toteuttaminen.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"F\u00f6rstora\"\n\t\t\tdata-wp-init=\"callbacks.initTriggerButton\"\n\t\t\tdata-wp-on--click=\"actions.showLightbox\"\n\t\t\tdata-wp-style--right=\"state.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"state.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button><figcaption class=\"wp-element-caption\">Klicka p\u00e5 bilden f\u00f6r att f\u00f6rstora den<\/figcaption><\/figure>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>M\u00e5l f\u00f6r lektionerna Centrala begrepp Tillbeh\u00f6r: Hur man arbetar: Uppgift: l\u00e5t dig inspireras av exempel och ta ett blad ur boken! Arbetsmetod: arbeta i sm\u00e5 grupper eller par F\u00f6rra g\u00e5ngen l\u00e4rde du k\u00e4nna den maskin du undervisade i och skapade en enkel klassificerare. Den h\u00e4r g\u00e5ngen b\u00f6rjar vi med ett projekt som g\u00e5r ut p\u00e5&#8230;<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","template":"","meta":{"_bbp_topic_count":0,"_bbp_reply_count":0,"_bbp_total_topic_count":0,"_bbp_total_reply_count":0,"_bbp_voice_count":0,"_bbp_anonymous_reply_count":0,"_bbp_topic_count_hidden":0,"_bbp_reply_count_hidden":0,"_bbp_forum_subforum_count":0,"_kad_blocks_custom_css":"","_kad_blocks_head_custom_js":"","_kad_blocks_body_custom_js":"","_kad_blocks_footer_custom_js":"","_kadence_starter_templates_imported_post":false,"_kad_post_transparent":"","_kad_post_title":"","_kad_post_layout":"","_kad_post_sidebar_id":"","_kad_post_content_style":"","_kad_post_vertical_padding":"","_kad_post_feature":"","_kad_post_feature_position":"","_kad_post_header":false,"_kad_post_footer":false,"_kad_post_classname":"","iawp_total_views":40,"footnotes":""},"doc_category":[315],"glossaries":[],"doc_tag":[],"knowledge_base":[316],"class_list":["post-3764","docs","type-docs","status-publish","hentry","doc_category-lat-oss-ta-kontroll-over-ai-tillsammans","knowledge_base-laraktig-maskin-teachable-machine"],"aioseo_notices":[],"year_month":"2026-06","word_count":1042,"total_views":"293","reactions":{"happy":"0","normal":"0","sad":"0"},"author_info":{"display_name":"admin","author_link":"https:\/\/old.generation-ai-stn.fi\/sv\/author\/admin\/"},"doc_category_info":[{"term_name":"L\u00e5t oss ta kontroll \u00f6ver AI tillsammans!","term_url":"https:\/\/old.generation-ai-stn.fi\/sv\/materiaalit\/non-knowledgebase\/lat-oss-ta-kontroll-over-ai-tillsammans\/"}],"doc_tag_info":[],"taxonomy_info":{"doc_category":[{"value":315,"label":"L\u00e5t oss ta kontroll \u00f6ver AI tillsammans!"}],"knowledge_base":[{"value":316,"label":"l\u00e4raktig maskin (Teachable Machine)"}]},"featured_image_src_large":false,"comment_info":0,"knowledge_base_info":[{"term_name":"l\u00e4raktig maskin (Teachable Machine)","term_url":"https:\/\/old.generation-ai-stn.fi\/sv\/materiaalit\/laraktig-maskin-teachable-machine\/","term_slug":"laraktig-maskin-teachable-machine"}],"knowledge_base_slug":["laraktig-maskin-teachable-machine"],"_links":{"self":[{"href":"https:\/\/old.generation-ai-stn.fi\/sv\/wp-json\/wp\/v2\/docs\/3764","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/old.generation-ai-stn.fi\/sv\/wp-json\/wp\/v2\/docs"}],"about":[{"href":"https:\/\/old.generation-ai-stn.fi\/sv\/wp-json\/wp\/v2\/types\/docs"}],"author":[{"embeddable":true,"href":"https:\/\/old.generation-ai-stn.fi\/sv\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/old.generation-ai-stn.fi\/sv\/wp-json\/wp\/v2\/comments?post=3764"}],"version-history":[{"count":1,"href":"https:\/\/old.generation-ai-stn.fi\/sv\/wp-json\/wp\/v2\/docs\/3764\/revisions"}],"predecessor-version":[{"id":3765,"href":"https:\/\/old.generation-ai-stn.fi\/sv\/wp-json\/wp\/v2\/docs\/3764\/revisions\/3765"}],"wp:attachment":[{"href":"https:\/\/old.generation-ai-stn.fi\/sv\/wp-json\/wp\/v2\/media?parent=3764"}],"wp:term":[{"taxonomy":"doc_category","embeddable":true,"href":"https:\/\/old.generation-ai-stn.fi\/sv\/wp-json\/wp\/v2\/doc_category?post=3764"},{"taxonomy":"glossaries","embeddable":true,"href":"https:\/\/old.generation-ai-stn.fi\/sv\/wp-json\/wp\/v2\/glossaries?post=3764"},{"taxonomy":"doc_tag","embeddable":true,"href":"https:\/\/old.generation-ai-stn.fi\/sv\/wp-json\/wp\/v2\/doc_tag?post=3764"},{"taxonomy":"knowledge_base","embeddable":true,"href":"https:\/\/old.generation-ai-stn.fi\/sv\/wp-json\/wp\/v2\/knowledge_base?post=3764"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}