{"id":497,"date":"2025-12-23T01:24:28","date_gmt":"2025-12-23T00:24:28","guid":{"rendered":"https:\/\/ics.science.upjs.sk\/ano\/?page_id=497"},"modified":"2026-01-02T21:49:25","modified_gmt":"2026-01-02T20:49:25","slug":"prakticka-skuska","status":"publish","type":"page","link":"https:\/\/ics.science.upjs.sk\/ano\/prakticka-skuska\/","title":{"rendered":"Praktick\u00e1 sk\u00fa\u0161ka"},"content":{"rendered":"<p><a href=\"https:\/\/moodle.science.upjs.sk\/course\/view.php?id=36\">Moodle<\/a><br \/>\n<a href=\"https:\/\/classroom.github.com\/a\/OJ1poaXN\">Github classroom<\/a><\/p>\n<h3><strong>\u00davod<\/strong><\/h3>\n<p>Prihl\u00e1ste sa do <a href=\"https:\/\/moodle.science.upjs.sk\/\">moodle<\/a> a spustite kv\u00edz (attempt quiz). Zobraz\u00ed sa v\u00e1m zadanie, ktor\u00e9 si pre\u010d\u00edtajte.<\/p>\n<p>Od spustenia kv\u00edzu m\u00e1te 5 hod\u00edn na odoslanie rie\u0161enia. Je to viac ako je odpor\u00fa\u010dan\u00fd \u010das na vypracovanie (pre istotu).<\/p>\n<p>Konzult\u00e1cie nepon\u00fakam. Zadanie je r\u00e1mcov\u00e9 &#8211; konkr\u00e9tnu \u00falohu a sp\u00f4sob vypracovania si zvol\u00edte samostatne pod\u013ea vlastn\u00fdch preferenci\u00ed.<\/p>\n<h3><strong>F\u00e1za 1: Pr\u00edprava\u00a0<\/strong><\/h3>\n<p><em>Pr\u00edprava je bez AI. Odpor\u00fa\u010dan\u00fd \u010das je 30 min\u00fat (min. 15&#8242;, max. nie je ur\u010den\u00e9)<\/em><\/p>\n<p>Premyslite si rie\u0161enie a nap\u00ed\u0161te si pl\u00e1n. Odpor\u00fa\u010dam na papier. \u010cas nemus\u00edte bra\u0165 striktne, ale venujte netrivi\u00e1lne mno\u017estvo \u010dasu na \u00favod na premyslenie bez za\u0165a\u017eenia extern\u00fdmi podnetmi. Teda \u017eiaden internet v \u013eubovo\u013enej forme.<\/p>\n<p>Ak budete ma\u0165 nejak\u00fd pl\u00e1n, ako rie\u0161i\u0165 \u00falohu, tak m\u00f4\u017eete zapn\u00fa\u0165 internet &#8211; povolen\u00e9 je vyh\u013ead\u00e1vanie obr\u00e1zkov, prehliadanie str\u00e1nky predmetu a dokument\u00e1cie opencv.<\/p>\n<p>Ak s\u00fa v \u00falohe linky na obr\u00e1zky, tak si ich pozrite na za\u010diatku (ak nefunguj\u00fa, tak to ignorujte). Ak chcete, tak obr\u00e1zky si m\u00f4\u017eete vyh\u013eada\u0165 na za\u010diatku, aby ste mali predstavu, s ak\u00fdmi vstupmi pracujete.<\/p>\n<p>Uzavrite svoj pl\u00e1n a prejdite na vypracovanie.<\/p>\n<h3><strong>F\u00e1za 2: Vypracovanie<\/strong><\/h3>\n<p><em>Odpor\u00fa\u010dan\u00fd \u010das 90 min\u00fat (min. 60&#8242;, max. 120&#8242;)<\/em><\/p>\n<p>Vypracujte rie\u0161enie &#8211; m\u00f4\u017eete si zvoli\u0165 jupyter notebook alebo klasick\u00fd python. S\u00fa\u010das\u0165ou vypracovania je aj n\u00e1jdenie alebo vyrobenie datasetu. Nemus\u00edte to kvantitat\u00edvne preh\u00e1\u0148a\u0165 &#8211; ale ur\u010dite to vysk\u00fa\u0161ajte na viacer\u00fdch obr\u00e1zkoch.<\/p>\n<p>Pri vypracovan\u00ed m\u00f4\u017eete pou\u017e\u00edva\u0165 \u010doko\u013evek &#8211; vr\u00e1tane AI. Berte umel\u00fa inteligenciu ako v\u00e1\u0161ho python program\u00e1tora, s ktor\u00fdm spolupracujete. Rozm\u00fd\u0161\u013eanie je na v\u00e1s. Ale v priebehu vypracovania sa samozrejme m\u00f4\u017eete radi\u0165 s AI \u013eubovo\u013ene.<\/p>\n<p>K\u00f3d prisp\u00f4sobte tak, aby sa dali \u013eahko pozrie\u0165 medziv\u00fdsledky &#8211; obr\u00e1zky bez nutnosti sp\u00fa\u0161\u0165a\u0165 k\u00f3d.<\/p>\n<p>Cie\u013eom je aplikova\u0165 znalosti, ktor\u00e9 ste sa nau\u010dili na tomto predmete. Preto nechcem \u017eiadne machine learning pr\u00edstupy. Pou\u017e\u00edvame tradi\u010dn\u00e9 computer vision met\u00f3dy, aj s t\u00fdm rizikom, \u017ee nedostaneme perfektn\u00fd v\u00fdstup. D\u00f4le\u017eit\u00e9 je aj porozumenie a interpret\u00e1cia.<\/p>\n<h3><strong>F\u00e1za 3: Report<\/strong><\/h3>\n<p><em>bez \u010dasov\u00e9ho obmedzenia<\/em><\/p>\n<p>Nap\u00ed\u0161te report &#8211; zosumarizujte, \u010do ste urobili, ak\u00e9 met\u00f3dy ste pou\u017eili a ak\u00e9 v\u00fdsledky ste dosiahli.<\/p>\n<p>Ide\u00e1lny je PDF form\u00e1t. Ak m\u00e1te v pl\u00e1ne ma\u0165 v\u00e4\u010d\u0161\u00ed \u010dasov\u00fd rozostup medzi praktickou \u010das\u0165ou a \u00fastnou sk\u00fa\u0161kou, tak odpor\u00fa\u010dam venova\u0165 viac \u010dasu reportu. Ak bude \u00fastna \u010das\u0165 nasledova\u0165 do 2 dn\u00ed, tak to nemus\u00ed by\u0165 tak\u00e9 detailn\u00e9.<\/p>\n<p>Okrem met\u00f3d a v\u00fdsledkov, tam m\u00f4\u017eete uvies\u0165 aj \u010das\u0165 va\u0161ich pl\u00e1nov, ktor\u00e9 neboli realizovan\u00e9 (pre d\u00f4vody ako nedostatok \u010dasu, zl\u00e9 d\u00e1ta, nie\u010do in\u00e9 fungovalo\/nefungovalo). Pr\u00edpadne nejak\u00fd n\u00e1znak, \u010do by ste e\u0161te vysk\u00fa\u0161ali ak by ste mali v tomto pokra\u010dova\u0165.<\/p>\n<p>Report mus\u00ed obsahova\u0165 inform\u00e1ciu o tom, ako ste pou\u017e\u00edvali AI. Ozna\u010dte model, ktor\u00fd ste pou\u017eili a stru\u010dne op\u00ed\u0161te strat\u00e9giu &#8211; napr. \u010di v\u00e1m generoval k\u00f3dy, \u010di ste sa p\u00fdtali na n\u00e1pady na rie\u0161enie (v tomto pr\u00edpade ozna\u010dte, ktor\u00e9 met\u00f3dy boli va\u0161a my\u0161lienka z \u00favodn\u00e9ho rozm\u00fd\u0161\u013eania a \u010do pri\u0161lo z AI) a pod.<\/p>\n<p>Pri reporte nepou\u017e\u00edvajte AI. Urobte to stru\u010dn\u00e9. Nemus\u00ed to by\u0165 perfektn\u00e9, len nech neh\u013ead\u00e1m v k\u00f3de a aby ste si na \u00fastnej \u010dasti spomenuli na podstatn\u00e9 detaily.<\/p>\n<h3><strong>Z\u00e1ver &#8211; odovzdanie<\/strong><\/h3>\n<p>K\u00f3d odovzdajte do <a href=\"https:\/\/classroom.github.com\/a\/OJ1poaXN\">github classroom<\/a> (postup je rovnak\u00fd ako pri dom\u00e1cich zadaniach).<\/p>\n<p>Report odovzdajte do moodle. T\u00fdm sa praktick\u00e1 \u010das\u0165 sk\u00fa\u0161ky kon\u010d\u00ed. O rie\u0161en\u00ed sa porozpr\u00e1vame pri \u00fastnej sk\u00fa\u0161ke.<\/p>\n<hr \/>\n<p>Ak je niekto nespokojn\u00fd s v\u00fdsledkom, m\u00f4\u017eete po\u017eiada\u0165 o opravn\u00fd pokus. Ak ja nebudem spokojn\u00fd s v\u00fdsledkom, navrhnem tie\u017e opakovan\u00e9 vypracovanie. Pri pochybnostiach o autorstve si vyhradzujem pr\u00e1vo o opakovan\u00e9 vypracovanie na\u017eivo (vo vopred dohodnut\u00fd term\u00edn).<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Moodle Github classroom \u00davod Prihl\u00e1ste sa do moodle a spustite kv\u00edz (attempt quiz). Zobraz\u00ed sa v\u00e1m zadanie, ktor\u00e9 si pre\u010d\u00edtajte. Od spustenia kv\u00edzu m\u00e1te 5 hod\u00edn na odoslanie rie\u0161enia. Je&hellip;<\/p>\n","protected":false},"author":22,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-497","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/ics.science.upjs.sk\/ano\/wp-json\/wp\/v2\/pages\/497","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ics.science.upjs.sk\/ano\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/ics.science.upjs.sk\/ano\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/ics.science.upjs.sk\/ano\/wp-json\/wp\/v2\/users\/22"}],"replies":[{"embeddable":true,"href":"https:\/\/ics.science.upjs.sk\/ano\/wp-json\/wp\/v2\/comments?post=497"}],"version-history":[{"count":22,"href":"https:\/\/ics.science.upjs.sk\/ano\/wp-json\/wp\/v2\/pages\/497\/revisions"}],"predecessor-version":[{"id":522,"href":"https:\/\/ics.science.upjs.sk\/ano\/wp-json\/wp\/v2\/pages\/497\/revisions\/522"}],"wp:attachment":[{"href":"https:\/\/ics.science.upjs.sk\/ano\/wp-json\/wp\/v2\/media?parent=497"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}