{"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\/hu\/blog\/news\/ispolzovanie-mashinnogo-obucheniya-dlya-opredeleniya-emoczij-i-kontrolya-nad-svoej-mimikoj","title":{"rendered":"G\u00e9pi tanul\u00e1s alkalmaz\u00e1sa az \u00e9rzelmek azonos\u00edt\u00e1s\u00e1ra \u00e9s a mimika ellen\u0151rz\u00e9s\u00e9re","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"

Andrej Sav\u010denko a Nizhny Novgorod-i Gazdas\u00e1gi F\u0151iskol\u00e1r\u00f3l k\u00f6zz\u00e9tette kutat\u00e1sainak eredm\u00e9nyeit a g\u00e9pi tanul\u00e1s ter\u00fclet\u00e9n, k\u00fcl\u00f6n\u00f6s figyelemmel az arckifejez\u00e9sek \u00e9rzelmeinek felismer\u00e9s\u00e9re a f\u00e9nyk\u00e9peken \u00e9s vide\u00f3kon. A k\u00f3d Python nyelven k\u00e9sz\u00fclt a PyTorch haszn\u00e1lat\u00e1val, \u00e9s Apache 2.0 licenc alatt terjesztik. T\u00f6bb el\u0151re elk\u00e9sz\u00edtett modell is el\u00e9rhet\u0151, bele\u00e9rtve a mobil eszk\u00f6z\u00f6k\u00f6n val\u00f3 haszn\u00e1latra alkalmasakat is. <\/p>\n

A k\u00f6nyvt\u00e1r alapj\u00e1n egy m\u00e1sik fejleszt\u0151 l\u00e9trehozta a sevimon programot, amely lehet\u0151v\u00e9 teszi az \u00e9rzelmek v\u00e1ltoz\u00e1s\u00e1nak nyomon k\u00f6vet\u00e9s\u00e9t kamer\u00e1n kereszt\u00fcl, \u00e9s seg\u00edt az arcmusculok fesz\u00fclts\u00e9g\u00e9nek fel\u00fcgyelet\u00e9ben, p\u00e9ld\u00e1ul a t\u00falzott fesz\u00fclts\u00e9g megsz\u00fcntet\u00e9s\u00e9ben, a hangulatra gyakorolt k\u00f6zvetett hat\u00e1s\u00e1ban, \u00e9s hosszan tart\u00f3 alkalmaz\u00e1s eset\u00e9n a mimikai r\u00e1ncok kialakul\u00e1s\u00e1nak megel\u0151z\u00e9s\u00e9ben. Az arcfelismer\u00e9shez a CenterFace k\u00f6nyvt\u00e1rat haszn\u00e1lj\u00e1k. A sevimon k\u00f3dja Python nyelven k\u00e9sz\u00fclt, \u00e9s AGPLv3 licenc alatt terjesztik. Az els\u0151 ind\u00edt\u00e1skor a modellek bet\u00f6lt\u0151dnek, ezut\u00e1n a program teljesen auton\u00f3m m\u00f3don m\u0171k\u00f6dik, internetkapcsolat n\u00e9lk\u00fcl. \u00datmutat\u00f3k k\u00e9sz\u00fcltek a Linux\/UNIX \u00e9s Windows rendszerekhez, valamint Docker-k\u00e9p a Linuxhoz. <\/p>\n

A Sevimon m\u0171k\u00f6d\u00e9se a k\u00f6vetkez\u0151k\u00e9ppen t\u00f6rt\u00e9nik: el\u0151sz\u00f6r a kamer\u00e1b\u00f3l \u00e9rkez\u0151 k\u00e9pen meghat\u00e1rozz\u00e1k az arcot, majd az arcot nyolc \u00e9rzelem (harag, megvet\u00e9s, undor, f\u00e9lelem, \u00f6r\u00f6m, semleges \u00e9rzelem, szomor\u00fas\u00e1g, meglepet\u00e9s) egyik\u00e9vel p\u00e1ros\u00edtj\u00e1k, ezut\u00e1n minden \u00e9rzelem eset\u00e9ben egyfajta hasonl\u00f3s\u00e1gi \u00e9rt\u00e9ket adnak meg. Az \u00edgy kapott \u00e9rt\u00e9keket egy napl\u00f3ban sz\u00f6veges form\u00e1tumban t\u00e1rolj\u00e1k a sevistat program k\u00e9s\u0151bbi elemz\u00e9s\u00e9hez. A be\u00e1ll\u00edt\u00f3k f\u00e1jlban minden \u00e9rzelemre megadhat\u00f3 a fels\u0151 \u00e9s als\u00f3 hat\u00e1r\u00e9rt\u00e9k, \u00e9s a hat\u00e1rok \u00e1tl\u00e9p\u00e9se eset\u00e9n azonnali eml\u00e9keztet\u0151 \u00e9rkezik.
\n
Forr\u00e1s: opennet.ru<\/a> <\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"

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