{"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\/hr\/blog\/news\/ispolzovanie-mashinnogo-obucheniya-dlya-opredeleniya-emoczij-i-kontrolya-nad-svoej-mimikoj","title":{"rendered":"Kori\u0161tenje strojnog u\u010denja za prepoznavanje emocija i kontrolu vlastitih izraza lica","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Andrej Sav\u010denko iz ni\u017eegorodskog ogranka Visoke \u0161kole ekonomije objavio je rezultate svojih istra\u017eivanja u oblasti strojnog u\u010denja vezanih za prepoznavanje emocija na licima ljudi prisutnim na fotografijama i videozapisima. Kod je napisan na Pythonu koriste\u0107i PyTorch i distribuira se pod Apache 2.0 licencom. Dostupno je nekoliko gotovih modela, uklju\u010duju\u0107i one koji se mogu koristiti na mobilnim ure\u0111ajima. <\/p>\n

Na temelju biblioteke, drugi razvija\u010d je stvorio program sevimon, koji omogu\u0107ava pra\u0107enje promjene emocija kori\u0161tenjem video kamere i poma\u017ee u kontroli napetosti mi\u0161i\u0107a lica, na primjer, za otklanjanje napetosti, indirektno djelovanje na raspolo\u017eenje i, pri dugotrajnoj primjeni, sprje\u010davanje pojave mimi\u010dkih bora. Za odre\u0111ivanje pozicije lica na videu koriste se biblioteka CenterFace. Kod sevimon je napisan na Pythonu i distribuira se pod AGPLv3 licencom. Prilikom prvog pokretanja preuzimaju se modeli, nakon \u010dega program ne zahtijeva internetsku vezu i radi potpuno autonomno. Pripremljene su upute za pokretanje na Linux\/UNIX i Windows, kao i docker slika za Linux. <\/p>\n

Sevimon funkcionira na sljede\u0107i na\u010din: prvo se na slici s kamere odre\u0111uje lice, zatim se lice uspore\u0111uje s osam emocija (bijes, prezir, ga\u0111enje, strah, radost, bez emocija, tuga, iznena\u0111enje), nakon \u010dega se za svaku emociju daje odre\u0111ena ocjena sli\u010dnosti. Dobivene vrijednosti se \u010duvaju u dnevniku u tekstualnom formatu za daljnju analizu programa sevistat. Za svaku emociju u datoteci s postavkama mogu\u0107e je postaviti gornje i donje granice vrijednosti, pri \u010demu se njima pri prelasku odmah izdaje podsjetnik.
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Izvor: opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

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