{"id":1947,"date":"2025-08-26T23:58:05","date_gmt":"2025-08-26T20:58:05","guid":{"rendered":"https:\/\/diagnozabam.ro\/sfaturi\/?p=1947"},"modified":"2025-08-26T23:58:05","modified_gmt":"2025-08-26T20:58:05","slug":"reteaua-neurala-de-citire-evaluare-si-interpretare-automata-a-emotiilor-si-gesturilor-umane-creata-de-politehnica-bucuresti-cum-ii-prinde-pe-angajati-cu-minciuna","status":"publish","type":"post","link":"https:\/\/diagnozabam.ro\/sfaturi\/ro\/blog\/reteaua-neurala-de-citire-evaluare-si-interpretare-automata-a-emotiilor-si-gesturilor-umane-creata-de-politehnica-bucuresti-cum-ii-prinde-pe-angajati-cu-minciuna\/","title":{"rendered":"Re\u021beaua neural\u0103 de citire, evaluare \u0219i interpretare automat\u0103 a emo\u021biilor \u0219i gesturilor umane, creat\u0103 de Politehnica Bucure\u0219ti: Cum \u00eei \u201eprinde\u201d pe angaja\u021bi cu minciuna"},"content":{"rendered":"

Re\u021beaua neural\u0103 de citire, evaluare \u0219i interpretare automat\u0103 a emo\u021biilor \u0219i gesturilor umane, creat\u0103 de Politehnica Bucure\u0219ti: Cum \u00eei \u201eprinde\u201d pe angaja\u021bi cu minciuna<\/h1>\n
\n

\"Re\u021beaua<\/p>\n

O re\u021bea neural\u0103 de citire care evalueaz\u0103 \u0219i interpreteaz\u0103 automat emo\u021biile \u0219i gesturile umane a fost creat\u0103 de Politehnica Bucure\u0219ti \u0219i Wing Computer Group SRL. Astfel, companiile \u0219i institu\u021biile ce administreaz\u0103 infrastructur\u0103 critic\u0103 vor putea dezv\u0103lui, cu ajutorul ei, comportamentul disimulat al angaja\u021bilor<\/p>\n

Wing Computer Group SRL, o companie cu activit\u0103\u021bi de consultan\u021b\u0103 \u00een tehnologia informa\u021biei, \u0219tiin\u021be naturale \u0219i inginerie, controlat\u0103 de un prodecan de la o facultate din Universitatea Politehnica Bucure\u0219ti (UPB), a scos la licita\u021bie \u00een SICAP un contract de 644.000 lei pentru achizi\u021bia de echipamente necesare dezvolt\u0103rii unui soft care s\u0103 evalueze \u0219i s\u0103 interepreteze automat emo\u021biile \u0219i gesturile personalului dintr-o firm\u0103 \u00een scopul creerii unui profil de caracter disimulat. Proiectul este unul finan\u021bat prin Programul Opera\u021bional Competitivitate \u0219i este dezvoltat \u00een comun de Wing \u0219i Universitatea Politehnica Bucure\u0219ti.<\/p>\n

Cum func\u021bioneaz\u0103 re\u021beaua neural\u0103<\/h2>\n

Proiectul are o valoare total\u0103 de 29.086.565,98 lei din care: 17.508.467,60 valoare eligibil\u0103 nerambursabil\u0103 din FEDR, 4.377.116,90 lei valoare eligibil\u0103 nerambursabil\u0103 din bugetul na\u0163ional, 5.856.318,00 lei reprezint\u0103 valoarea finan\u0163\u0103rii eligibile a Beneficiarului.<\/p>\n

Echipamentele vizate sunt stand mobil teste de electrosecuritate echipamente, c\u00e2mpuri perturbatoare magnetice \u0219i electrice<\/a>, stand mobil calibrare echipamente achizitie ECG, EEG si camer\u0103 termoviziune.<\/p>\n

Potrivit achizitorului, acest soft va intra pe o linie de produc\u021bie separat\u0103, \u00een cadrul activit\u0103\u021bilor firmei, \u0219i va putea fi v\u00e2ndut companiilor \u0219i institu\u021biile ce administreaz\u0103 infrastructuri critice. Wing Computer nu precizeaz\u0103 expres c\u0103 v\u00e2nzarea acestei re\u021bele neuronale se limiteaz\u0103 doar la companiile \u0219i institu\u021biile ce administreaz\u0103 infrastructur\u0103 critic\u0103.<\/p>\n

\u201c\u00cen cadrul solu\u021biei tehnice este identificat\u0103, analizat\u0103 \u0219i implementat\u0103 o arhitectur\u0103 a unei re\u021bele neurale pentru clasificarea gesturilor \u0219i emo\u021biilor umane, ob\u021binute de la diver\u0219i senzori. Analiza automatizat\u0103 a acestor comportamente cu tehnici de \u00eenv\u0103\u021bare ne permite s\u0103 form\u0103m un complex de re\u021bele neurale convolu\u021bionale (RNC) pentru a veni cu un r\u0103spuns, c\u00e2t mai aproape de realitate, cu privire la comportamentul unui subiect prin clasificarea at\u00e2t a misc\u0103rilor corpului \u0219i a parametrilor fiziologici, c\u00e2t \u0219i a caracteristicilor faciale. De asemenea, \u00een cadrul proiectului este stabilit\u0103 o combina\u021bie unic\u0103 a celor mai recente tehnici biometrice \u0219i tehnici de prelucrare a biosemnalelor cu abordare RN pentru analiza \u00een timp real a emo\u021biilor \u0219i comportamentului\u201d, conform companiei Wing.<\/a><\/p><\/blockquote>\n

Datele colectate de senzorii re\u021belei neurale<\/h3>\n

Mai exact, iat\u0103 ce date vor colecta senzorii:<\/p>\n

-monitorizarea aten\u021biei vizuale;<\/p>\n

-monitorizarea calit\u0103\u021bii mediului de lucru (a aerului, condi\u021bii de umiditate \u0219i temperatur\u0103, nivel de zgomot);<\/p>\n

-identificarea automat\u0103 a persoanelor evaluate;<\/p>\n

-extrac\u021bie indici despre comportamentul \u0219i tr\u0103irile afective ale subiectului cu solu\u021bii de tipul deep learning pentru: Detec\u021bie (localizare) fa\u021b\u0103, Localizare puncte importante de pe fa\u021b\u0103 (v\u00e2rful nasului, col\u021burile ochilor, gurii, spr\u00e2ncenelor, conturul fetei) \u0219i Recunoa\u0219terea expresiei faciale;<\/p>\n

-monitorizarea semnalelor fiziologice relevante (puls, temperatura, transpira\u021bie, respira\u021bie, nivel de oxigen \u00een s\u00e2nge, ECG, EEG), cu condi\u021bia respect\u0103rii unei intruzivit\u0103\u021bi rezonabile (senzori montati pe sisteme tip br\u0103\u021bar\u0103, ham, interiorul c\u0103\u0219tii de protec\u021bie);<\/p>\n

-monitorizarea parametrilor de mi\u0219care (accelera\u021bii, viteze, \u0219ocuri, pedometru, pozi\u021bie GPS, pozi\u021bie relativ\u0103 indoor);<\/p>\n

-\u00eenregistrarea timpului de interven\u021bie;<\/p>\n

-transmisia datelor \u00een timp real spre un post central de monitorizare, prin interfa\u021ba radio;<\/p>\n

-analiza \u00een timp real a datelor de la senzori.<\/p>\n

-sistemul va asigura \u00eenregistrarea continu\u0103 a datelor \u0219i de asemenea, semnalarea abaterilor.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

O re\u021bea neural\u0103 de citire care evalueaz\u0103 \u0219i interpreteaz\u0103 automat emo\u021biile \u0219i gesturile umane a fost creat\u0103 de Politehnica Bucure\u0219ti \u0219i Wing Computer Group SRL. Astfel, companiile \u0219i institu\u021biile ce…<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_sitemap_exclude":false,"_sitemap_priority":"","_sitemap_frequency":"","footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[1593],"tags":[1733,23,120,22,21,1736,1737,1738,1732,25,1731,1735,1730,24,1728,1734],"class_list":["post-1947","post","type-post","status-publish","format-standard","hentry","category-it","tag-atentie","tag-auto","tag-automata","tag-bam","tag-diagnoza","tag-ecg","tag-eeg","tag-gps","tag-inregistrare","tag-neamt","tag-neuronala","tag-recunoastere","tag-retea","tag-roman","tag-tehnologie","tag-vizual"],"yoast_head":"\nRe\u021beaua neural\u0103 de citire, evaluare \u0219i interpretare automat\u0103 a emo\u021biilor \u0219i gesturilor umane, creat\u0103 de Politehnica Bucure\u0219ti: Cum \u00eei \u201eprinde\u201d pe angaja\u021bi cu minciuna - Diagnoza BAM<\/title>\n<meta name=\"description\" content=\"O re\u021bea neural\u0103 de citire care evalueaz\u0103 \u0219i interpreteaz\u0103 automat emo\u021biile \u0219i gesturile umane a fost creat\u0103 de Politehnica...\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/diagnozabam.ro\/sfaturi\/ro\/blog\/reteaua-neurala-de-citire-evaluare-si-interpretare-automata-a-emotiilor-si-gesturilor-umane-creata-de-politehnica-bucuresti-cum-ii-prinde-pe-angajati-cu-minciuna\/\" \/>\n<meta property=\"og:locale\" content=\"ro_RO\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Re\u021beaua neural\u0103 de citire, evaluare \u0219i interpretare automat\u0103 a emo\u021biilor \u0219i gesturilor umane, creat\u0103 de Politehnica Bucure\u0219ti: Cum \u00eei \u201eprinde\u201d pe angaja\u021bi cu minciuna\" \/>\n<meta property=\"og:description\" content=\"O re\u021bea neural\u0103 de citire care evalueaz\u0103 \u0219i interpreteaz\u0103 automat emo\u021biile \u0219i gesturile umane a fost creat\u0103 de Politehnica Bucure\u0219ti \u0219i Wing Computer Group SRL. 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