{"id":105450,"date":"2022-11-03T09:36:47","date_gmt":"2022-11-03T07:36:47","guid":{"rendered":"https:\/\/prohoster.info\/blog\/novosti-interneta\/ispolzovanie-mashinnogo-obucheniya-dlya-opredeleniya-emoczij-i-kontrolya-nad-svoej-mimikoj"},"modified":"2022-11-03T09:36:47","modified_gmt":"2022-11-03T07:36:47","slug":"ispolzovanie-mashinnogo-obucheniya-dlya-opredeleniya-emoczij-i-kontrolya-nad-svoej-mimikoj","status":"publish","type":"post","link":"https:\/\/prohoster.info\/et\/blog\/news\/ispolzovanie-mashinnogo-obucheniya-dlya-opredeleniya-emoczij-i-kontrolya-nad-svoej-mimikoj","title":{"rendered":"Masin\u00f5ppe kasutamine emotsioonide tuvastamiseks ja oma n\u00e4oilme kontrollimiseks","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Andrei Savchenko ning Nizhni Novgorodi k\u00f5rghariduse \u00f5ppemeti juurest avaldas oma uurimistulemused masin\u00f5ppe valdkonnas, mis on seotud emotsioonide tuvastamisega inimeste n\u00e4gudel, kes on fotodel ja videotest. Kood on kirjutatud Pythonis kasutades PyTorch'i ning levitatakse Apache 2.0 litsentsi alusel. Saadaval on mitmeid valmis mudeleid, sealhulgas ka mobiilseadmetes kasutamiseks sobilikud. <\/p>\n

Teise arendaja loodud programm sevimon p\u00f5hineb raamatukogul ja v\u00f5imaldab j\u00e4lgida emotsioonide muutumist videokaamera abil ning aidata kontrollida n\u00e4olihaste pinget, n\u00e4iteks \u00fclepinget v\u00e4hendades, kaudselt m\u00f5jutades meeleolu ja pikaajalise kasutamise korral ennetades n\u00e4omimikate kortsude teket. N\u00e4o asukoha m\u00e4\u00e4ramiseks videos kasutatakse raamatukogu CenterFace. Sevimoni kood on kirjutatud Pythonis ja levitatakse AGPLv3 litsentsi alusel. Esimese k\u00e4ivitamise ajal laaditakse mudelid, p\u00e4rast mida ei ole programm interneti\u00fchendust vajav ja t\u00f6\u00f6tab t\u00e4ielikult iseseisvalt. On koostatud juhised k\u00e4ivitamiseks Linuxi\/UNIX-i ja Windowsi jaoks, samuti docker-pilt Linuxi jaoks. <\/p>\n

Sevimon t\u00f6\u00f6tab j\u00e4rgmiselt: esmalt m\u00e4\u00e4ratakse kaameraga tehtud pildil n\u00e4gu, seej\u00e4rel v\u00f5rreldakse n\u00e4gu iga kaheksa emotsiooniga (viha, p\u00f5lgus, j\u00e4lestus, hirm, r\u00f5\u00f5m, emotsioonide puudumine, kurbus, \u00fcllatus), p\u00e4rast mida antakse iga emotsiooni jaoks mingi analoogne v\u00e4\u00e4rtus. Saadud v\u00e4\u00e4rtused salvestatakse ajakavale tekstivormingus hilisemaks anal\u00fc\u00fcsiks programmiga sevistat. Iga emotsiooni jaoks saab seadistamisfailis m\u00e4\u00e4rata v\u00e4\u00e4rtuste \u00fclemised ja alumised piirid, mille \u00fcletamisel antakse kohe meeldetuletus.
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Allikas: opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

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[…]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[702],"tags":[],"class_list":["post-105450","post","type-post","status-publish","format-standard","hentry","category-news"],"aioseo_notices":[],"aioseo_head":"\n\t\t\n\t\n\t\n\t\n\t\n\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\t\t\n\n","aioseo_head_json":{"title":"\ud83e\udd47Masin\u00f5ppe kasutamine emotsioonide tuvastamiseks ja oma n\u00e4oilme \u00fcle kontrolli saavutamiseks | ProHoster","description":"Andrei Savchenko from the Nizhny Novgorod branch of the Higher School of Economics published the results of his research in the field of machine learning related to emotion recognition in the faces of people present in photographs.","canonical_url":"https:\/\/prohoster.info\/et\/blog\/news\/ispolzovanie-mashinnogo-obucheniya-dlya-opredeleniya-emoczij-i-kontrolya-nad-svoej-mimikoj","robots":"max-image-preview:large","keywords":"","webmasterTools":{"miscellaneous":""},"schema":null,"og:locale":"et_EE","og:site_name":"ProHoster | \u041a\u0443\u043f\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u0445\u043e\u0441\u0442\u0438\u043d\u0433 \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u043e\u0442 DDoS, VPS VDS \u0441\u0435\u0440\u0432\u0435\u0440\u044b","og:type":"article","og:title":"\ud83e\udd47\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u0434\u043b\u044f \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u0438\u044f \u044d\u043c\u043e\u0446\u0438\u0439 \u0438 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044f \u043d\u0430\u0434 \u0441\u0432\u043e\u0435\u0439 \u043c\u0438\u043c\u0438\u043a\u043e\u0439 | ProHoster","og:description":"\u0410\u043d\u0434\u0440\u0435\u0439 \u0421\u0430\u0432\u0447\u0435\u043d\u043a\u043e \u0438\u0437 \u043d\u0438\u0436\u0435\u0433\u043e\u0440\u043e\u0434\u0441\u043a\u043e\u0433\u043e \u0444\u0438\u043b\u0438\u0430\u043b\u0430 \u0412\u044b\u0441\u0448\u0435\u0439 \u0448\u043a\u043e\u043b\u044b \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u043a\u0438 \u043e\u043f\u0443\u0431\u043b\u0438\u043a\u043e\u0432\u0430\u043b \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442 \u0441\u0432\u043e\u0438\u0445 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0439 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0445 \u0441 \u0440\u0430\u0441\u043f\u043e\u0437\u043d\u0430\u0432\u0430\u043d\u0438\u0435\u043c \u044d\u043c\u043e\u0446\u0438\u0439 \u043d\u0430 \u043b\u0438\u0446\u0430\u0445 \u043b\u044e\u0434\u0435\u0439, \u043f\u0440\u0438\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0445 \u043d\u0430 \u0444\u043e\u0442\u043e\u0433\u0440\u0430\u0444\u0438\u044f\u0445.","og:url":"https:\/\/prohoster.info\/et\/blog\/news\/ispolzovanie-mashinnogo-obucheniya-dlya-opredeleniya-emoczij-i-kontrolya-nad-svoej-mimikoj","og:image":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:secure_url":"https:\/\/prohoster.info\/wp-content\/uploads\/2021\/11\/logo-350.jpg","og:image:width":350,"og:image:height":350,"article:published_time":"2022-11-03T07:36:47+00:00","article:modified_time":"2022-11-03T07:36:47+00:00","article:publisher":"https:\/\/www.facebook.com\/prohoster","article:author":"https:\/\/www.facebook.com\/prohoster"},"aioseo_meta_data":[],"gt_translate_keys":[{"key":"link","format":"url"}],"_links":{"self":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts\/105450","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/comments?post=105450"}],"version-history":[{"count":0,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/posts\/105450\/revisions"}],"wp:attachment":[{"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/media?parent=105450"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/categories?post=105450"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/prohoster.info\/et\/wp-json\/wp\/v2\/tags?post=105450"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}