{"id":25269,"date":"2024-06-26T02:00:00","date_gmt":"2024-06-25T23:00:00","guid":{"rendered":"https:\/\/rockvell.com\/?p=25269"},"modified":"2024-06-26T10:12:31","modified_gmt":"2024-06-26T07:12:31","slug":"az%c9%99rbaycanda-agilli-axtaris-aparan-suni-intellekt-m%c9%99hsulu-hazirlanib","status":"publish","type":"post","link":"https:\/\/rockvell.com\/?p=25269","title":{"rendered":"Az\u0259rbaycanda a\u011f\u0131ll\u0131 axtar\u0131\u015f aparan s\u00fcni intellekt m\u0259hsulu haz\u0131rlan\u0131b"},"content":{"rendered":"\n

Az\u0259rbaycanda a\u011f\u0131ll\u0131 axtar\u0131\u015f aparan s\u00fcni intellekt m\u0259hsulu haz\u0131rlan\u0131b<\/strong><\/p>\n\n\n\n

Son ill\u0259rd\u0259 s\u00fcni intellekt \u00fczr\u0259 yeni h\u0259ll\u0259r v\u0259 m\u0259hsullar\u0131n yarad\u0131lmas\u0131 texnoloji innovasiyalar\u0131n t\u0259tbiqin\u0259 olan mara\u011f\u0131 daha da art\u0131r\u0131b. Ki\u00e7ik v\u0259 Orta Biznesin \u0130nki\u015faf\u0131 Agentliyind\u0259n \u201cStartap\u201d \u015f\u0259had\u0259tnam\u0259si alm\u0131\u015f \u201cAinuverse\u201d MMC-nin startap\u0131 – \u201cAinuVision\u201d proqram t\u0259minat\u0131 da olduqca maraql\u0131 s\u00fcni intellekt m\u0259hsullar\u0131ndan biridir. Layih\u0259nin yarad\u0131c\u0131s\u0131 MMC-nin t\u0259sis\u00e7isi v\u0259 icra\u00e7\u0131 direktoru, s\u00fcni intellekt \u00fczr\u0259 m\u00fct\u0259x\u0259ssis, AB\u015e Kommersiya Departamentinin Standartlar v\u0259 Texnologiya \u00fczr\u0259 Milli \u0130nstitutu (NIST) t\u0259r\u0259find\u0259n ke\u00e7iril\u0259n, 400-d\u0259n \u00e7ox n\u00fcfuzlu xarici \u015firk\u0259tin i\u015ftirak etdiyi m\u00fcsabiq\u0259d\u0259 d\u00fcnyan\u0131n 8-ci \u00fcztan\u0131nma alqoritminin m\u00fc\u0259llifi se\u00e7il\u0259n az\u0259rbaycanl\u0131 g\u0259nc Orxan H\u0259s\u0259nli<\/strong>dir.<\/p>\n\n\n

\n
\"\"<\/figure><\/div>\n\n\n

Layih\u0259 haqq\u0131nda m\u0259lumat ver\u0259n O.H\u0259s\u0259nli bildirib ki, \u201cAinuVision\u201d proqram t\u0259minat\u0131 s\u00fcni intellekt texnologiyas\u0131ndan istifad\u0259 etm\u0259kl\u0259 video m\u0259zmunun idar\u0259 edilm\u0259si v\u0259 \u0259ld\u0259 olunmas\u0131 \u00fcsullar\u0131n\u0131 asanla\u015fd\u0131r\u0131r, n\u0259tic\u0259d\u0259 vaxta v\u0259 resurslara q\u0259na\u0259t edilir. \u201cAinuVision\u201d \u201cKomp\u00fcterin G\u00f6rm\u0259si\u201d (Computer Vision) v\u0259 \u201cT\u0259bii Dil Emal\u0131\u201d (Natural Language Processing) texnologiyas\u0131ndan istifad\u0259 olunmaqla g\u00f6r\u00fcnt\u00fcn\u00fcn axtar\u0131lan m\u0259tn\u0259 \u0259sas\u0259n tap\u0131lmas\u0131n\u0131 t\u0259min ed\u0259n s\u00fcni intellekt alqoritmind\u0259n ibar\u0259tdir. Proqram ist\u0259nil\u0259n video formatda olan fayllarda v\u0259 ya t\u0259hl\u00fck\u0259sizlik kameralar\u0131nda insan g\u00f6r\u00fcnt\u00fcs\u00fcn\u00fc q\u0259bul ed\u0259r\u0259k prosesi analiz edir v\u0259 x\u0259b\u0259rdarl\u0131q siqnal\u0131 verir. Haz\u0131rda d\u00fcnyada istifad\u0259 olunan video m\u0259zmunu tan\u0131ma h\u0259ll\u0259ri v\u0259 ya a\u011f\u0131ll\u0131 kameralar spesifik \u00f6yr\u0259dilmi\u015f \u0259n\u0259n\u0259vi s\u00fcni intellekt alqoritml\u0259rind\u0259n istifad\u0259 edir v\u0259 yaln\u0131z bir ne\u00e7\u0259 hadis\u0259ni tan\u0131ma\u011fa malikdir: \u201cBu h\u0259ll\u0259rin v\u0259 ya kameralar\u0131n b\u00fct\u00fcn hadis\u0259l\u0259ri tan\u0131mas\u0131n\u0131 ist\u0259yiriks\u0259, h\u0259r bir spesifik kateqoriya \u00fc\u00e7\u00fcn yeni \u0259lav\u0259 s\u00fcni intellekt modell\u0259ri yaratmal\u0131y\u0131q. \u201cAinuVision\u201d bir s\u00fcni alqoritml\u0259 insanlar\u0131n qar\u015f\u0131la\u015fd\u0131\u011f\u0131 bir \u00e7ox hadis\u0259l\u0259ri asanl\u0131qla tan\u0131y\u0131r. \u018fsas m\u0259qs\u0259d vizual g\u00f6r\u00fcnt\u00fcl\u0259ri emal ed\u0259rk\u0259n insan amili v\u0259 insan x\u0259tas\u0131n\u0131 aradan qald\u0131rmaq, videog\u00f6r\u00fcnt\u00fcl\u0259rin axtar\u0131\u015f\u0131 zaman\u0131 prosesi daha tez, d\u0259qiq h\u0259yata ke\u00e7irm\u0259kdir\u201d.<\/p>\n\n\n\n

Startap\u00e7\u0131 qeyd edib ki, haz\u0131rda videog\u00f6r\u00fcnt\u00fcd\u0259 axtar\u0131\u015f aparark\u0259n 4 saatl\u0131q videonu 8x tezlikl\u0259 izl\u0259m\u0259k \u00fc\u00e7\u00fcn t\u0259xmin\u0259n 30 d\u0259qiq\u0259y\u0259 yax\u0131n vaxt laz\u0131m olur. Bu s\u0259b\u0259bd\u0259n d\u0259 b\u0259zi m\u0259qamlar g\u00f6zd\u0259n qa\u00e7a bilir. Yeni proqram t\u0259minat\u0131n\u0131n m\u0259qs\u0259di uzun video fayllarda v\u0259 ya canl\u0131 videolarda ist\u0259nil\u0259n g\u00f6r\u00fcnt\u00fcn\u00fc daxil edil\u0259n m\u0259zmuna \u0259sas\u0259n saniy\u0259l\u0259r i\u00e7ind\u0259 tapmaq v\u0259 ya real vaxtda x\u0259b\u0259rdarl\u0131\u011f\u0131n olmas\u0131n\u0131 t\u0259min etm\u0259kdir: \u201cM\u0259s\u0259l\u0259n, gec\u0259 vaxt\u0131 velosiped o\u011furlayan kims\u0259 kameraya d\u00fc\u015f\u00fcb v\u0259 siz d\u0259 onu axtar\u0131rs\u0131n\u0131z. \u018fg\u0259r biz proqrama yazsaq ki, kims\u0259 t\u0259r\u0259find\u0259n velosiped o\u011furlan\u0131b, o halda kameradak\u0131 h\u0259min g\u00f6r\u00fcnt\u00fcn\u00fcn saat\u0131 g\u00f6st\u0259rilir. Yaxud proqramla siz qabaqcadan x\u0259b\u0259rdarl\u0131q sistemi qura bil\u0259rsiniz. M\u0259s\u0259l\u0259n, \u201ca\u011f ma\u015f\u0131n m\u0259nim qap\u0131ma yax\u0131nla\u015fanda x\u0259b\u0259rdarl\u0131q el\u0259\u201d. Bu halda a\u011f ma\u015f\u0131n qap\u0131n\u0131za yax\u0131nla\u015fan ist\u0259nil\u0259n saatda siz\u0259 x\u0259b\u0259rdarl\u0131q g\u0259l\u0259c\u0259k. Bu, canl\u0131 videolarla, y\u0259ni kameralarla ba\u011fl\u0131 hald\u0131r. Amma filmd\u0259 axtard\u0131\u011f\u0131n g\u00f6r\u00fcnt\u00fcn\u00fc tapmaq \u00fc\u00e7\u00fcn yaza bil\u0259rs\u0259n ki, kims\u0259 st\u0259kanda \u00e7ay i\u00e7ir, onu tap. Bu halda s\u00fcni intellekt b\u00fct\u00fcn \u00e7ay i\u00e7\u0259nl\u0259ri tap\u0131b \u00fcz\u0259 \u00e7\u0131xaracaq. Amma des\u0259n ki, kims\u0259 t\u0259yyar\u0259d\u0259 \u00e7ay i\u00e7ir, o halda yaln\u0131z t\u0259yyar\u0259d\u0259 \u00e7ay i\u00e7\u0259n \u015f\u0259xsi tap\u0131b g\u00f6st\u0259r\u0259c\u0259k. Bu proqram\u0131n \u00f6z\u0259llikl\u0259rind\u0259n biri budur ki, onun \u00fc\u00e7\u00fcn konkret a\u00e7ar s\u00f6zl\u0259ri yazm\u0131rsan, nec\u0259 dan\u0131\u015f\u0131rsansa, proqram o formada da ba\u015fa d\u00fc\u015f\u00fcr v\u0259 analiz ed\u0259r\u0259k g\u00f6r\u00fcnt\u00fcn\u00fc \u00fcz\u0259 \u00e7\u0131xar\u0131r\u201d.<\/p>\n\n\n\n

Layih\u0259 m\u00fc\u0259llifi hesab edir ki, proqram t\u0259minat\u0131n\u0131n \u201ca\u011f\u0131ll\u0131\u201d v\u0259 t\u0259hl\u00fck\u0259siz \u015f\u0259h\u0259r, insanlar\u0131n t\u0259hl\u00fck\u0259zliyinin, ictimai asayi\u015fin t\u0259min edilm\u0259si kimi sah\u0259l\u0259rd\u0259 geni\u015f t\u0259tbiq imkanlar\u0131 m\u00fcmk\u00fcnd\u00fcr. Bu, ticar\u0259t m\u0259rk\u0259zl\u0259ri, ictimai ia\u015f\u0259 v\u0259 xidm\u0259t obyekt\u0259rind\u0259 i\u015f\u00e7il\u0259rin, m\u00fc\u015ft\u0259ril\u0259rin t\u0259hl\u00fck\u0259sizliyini t\u0259min etm\u0259k \u00fc\u00e7\u00fcn ist\u0259nil\u0259n hadis\u0259nin g\u00f6r\u00fcnt\u00fcs\u00fcn\u00fc tapma\u011fa v\u0259 ya \u00f6nc\u0259d\u0259n proqram t\u0259minat\u0131nda t\u0259yin edilmi\u015f x\u0259b\u0259rdarl\u0131q hadis\u0259si ba\u015f verdikd\u0259 siqnal g\u00f6nd\u0259r\u0259r\u0259k xo\u015fag\u0259lm\u0259z hadis\u0259nin qar\u015f\u0131s\u0131n\u0131 alma\u011fa qadirdir.<\/p>\n\n\n\n

Proqram t\u0259minat\u0131n\u0131n unikall\u0131\u011f\u0131 video faylda v\u0259 ya real vaxtda ist\u0259nil\u0259n g\u00f6r\u00fcnt\u00fcn\u00fc axtarark\u0259n onun istifad\u0259\u00e7i t\u0259r\u0259find\u0259n daxil edilmi\u015f m\u0259tnin m\u0259zmununa \u0259sas\u0259n tap\u0131lmas\u0131d\u0131r. Haz\u0131rk\u0131 video idar\u0259etm\u0259 proqram t\u0259minatlar\u0131nda (\u201cVMS\u201d) kameralarda istifad\u0259 olunan s\u00fcni intellekt modell\u0259ri spesifik kateqoriyalara \u0259sas\u0259n \u00f6yr\u0259dilir. N\u0259tic\u0259d\u0259 model \u00f6yr\u0259dilm\u0259diyi g\u00f6r\u00fcnt\u00fcn\u00fc g\u00f6r\u0259nd\u0259 sistem yeni kateqoriyaya aid olan \u0259\u015fyan\u0131 tan\u0131m\u0131r: \u201c\u0130ri xarici r\u0259qib t\u0259\u015fkilatlarla apard\u0131\u011f\u0131m\u0131z sor\u011fular v\u0259 virtual g\u00f6r\u00fc\u015fl\u0259rin, ara\u015fd\u0131rmalar\u0131n n\u0259tic\u0259si olaraq, dey\u0259 bil\u0259rik ki, haz\u0131rda he\u00e7 bir sistemd\u0259 \u201cT\u0259bii Dilin Emal\u0131\u201d v\u0259 \u201cKomp\u00fcterin G\u00f6rm\u0259si\u201d texnologiyas\u0131ndan istifad\u0259 etm\u0259kl\u0259 g\u00f6r\u00fcnt\u00fcd\u0259 m\u0259zmuna g\u00f6r\u0259 axtar\u0131\u015f apar\u0131lm\u0131r. Bu, g\u0259l\u0259c\u0259kd\u0259 b\u00f6y\u00fck m\u00fc\u015ft\u0259ri k\u00fctl\u0259sin\u0259 malik olan t\u0259\u015fkilatlarla \u0259m\u0259kda\u015fl\u0131q ed\u0259r\u0259k \u201cAinuVision\u201d proqram t\u0259minat\u0131n\u0131 t\u0259klif etm\u0259k v\u0259 m\u00f6vcud olan sisteml\u0259r\u0259 inteqrasiya etm\u0259y\u0259 imkan yarad\u0131r. Xarici bazarda istifad\u0259 olunan axtar\u0131\u015f sisteml\u0259ri \u0259n\u0259n\u0259vi s\u00fcni intellekt modell\u0259rind\u0259n yararlanmaqla yana\u015f\u0131, y\u00fcks\u0259k enerji istehlak\u0131 (~700 Vt) olan avadanl\u0131qlardan da istifad\u0259 edir. \u201cAinuVision\u201d proqram t\u0259minat\u0131n\u0131n enerjiy\u0259 q\u0259na\u0259t ed\u0259n t\u0259r\u0259fda\u015f avadanl\u0131qlarla (~20 Vt) birlikd\u0259 sat\u0131lmas\u0131 \u201cAinuverse\u201d MMC-y\u0259 r\u0259qab\u0259t \u00fcst\u00fcnl\u00fcy\u00fc ver\u0259c\u0259k\u201d.<\/p>\n\n\n

\n
\"\"<\/figure><\/div>\n\n\n

Startap\u00e7\u0131n\u0131n s\u00f6zl\u0259rin\u0259 g\u00f6r\u0259, ilkin olaraq proqram t\u0259minat\u0131n\u0131n Bak\u0131 \u015f\u0259h\u0259rind\u0259 sat\u0131\u015f\u0131 n\u0259z\u0259rd\u0259 tutulub. H\u0259d\u0259f istifad\u0259\u00e7i seqmentl\u0259rinin \u0259ks\u0259riyy\u0259ti video m\u0259zmunla \u00e7al\u0131\u015fan t\u0259\u015fkilatlar, m\u00fc\u015fahid\u0259 kameralar\u0131ndan istifad\u0259 ed\u0259n d\u00f6vl\u0259t qurumlar\u0131 v\u0259 \u015firk\u0259tl\u0259r oldu\u011fundan v\u0259 onlar Bak\u0131da yerl\u0259\u015fdiyind\u0259n layih\u0259nin icras\u0131 da paytaxtda m\u00fcmk\u00fcn olacaq. Sonrak\u0131 h\u0259d\u0259f m\u00fc\u015ft\u0259ri seqmentind\u0259n as\u0131l\u0131 olaraq, proqram t\u0259minat\u0131n\u0131n M\u0259rk\u0259zi Asiya (Qazax\u0131stan, \u00d6zb\u0259kistan) v\u0259 C\u0259nub-\u015e\u0259rqi Asiya (\u0130ndoneziya, Tailand, Malayziya, Vyetnam) \u00f6lk\u0259l\u0259rind\u0259 sat\u0131\u015f\u0131n\u0131n t\u0259\u015fkilidir. Asiya bazar\u0131na n\u00fcfuz bu b\u00f6lg\u0259d\u0259ki t\u0259r\u0259fda\u015f \u015firk\u0259tl\u0259rl\u0259 birlikd\u0259 h\u0259yata ke\u00e7iril\u0259c\u0259k.<\/p>\n\n\n\n

Layih\u0259 m\u00fc\u0259llifi qeyd edib ki, \u201cAinuVision\u201d proqram t\u0259minat\u0131n\u0131n yaln\u0131z video m\u00fc\u015fahid\u0259 bazar\u0131na deyil, videonun redakt\u0259 v\u0259 emal\u0131 sah\u0259sind\u0259 \u00e7al\u0131\u015fan t\u0259\u015fkilatlara da sat\u0131lmas\u0131 imkanlar\u0131 n\u0259z\u0259rd\u0259n ke\u00e7irilir: \u201cHesablamalara g\u00f6r\u0259, proqram t\u0259minat\u0131 bazara 3 m\u0259rh\u0259l\u0259d\u0259 daxil olacaq. Birinci m\u0259rh\u0259l\u0259 onun sat\u0131\u015f\u0131d\u0131r ki, bu m\u0259rh\u0259l\u0259d\u0259 proqram t\u0259minat\u0131n\u0131n ayr\u0131ca, yaxud bazarda m\u00f6vc\u00fcd olan avadanl\u0131qlarla birlikd\u0259 sat\u0131\u015f\u0131 h\u0259yata ke\u00e7iril\u0259c\u0259k. Biznes modelin \u0259sas\u0131n\u0131 proqram t\u0259minat\u0131n\u0131n illik lisenziya il\u0259 sat\u0131\u015f\u0131 t\u0259\u015fkil ed\u0259c\u0259k. \u0130kinci m\u0259rh\u0259l\u0259 proqram t\u0259minat\u0131n\u0131n t\u0259r\u0259fda\u015f olan avadanl\u0131q istehsal\u00e7\u0131s\u0131 il\u0259 birg\u0259 sat\u0131\u015f\u0131d\u0131r ki, bunun \u00fc\u00e7\u00fcn d\u0259 art\u0131q Sinqapurda f\u0259aliyy\u0259t g\u00f6st\u0259r\u0259n t\u0259r\u0259fda\u015f \u015firk\u0259tl\u0259 \u0259laq\u0259l\u0259r qurulub v\u0259 ilkin olaraq proqram t\u0259minat\u0131n\u0131n avadanl\u0131qda testi apar\u0131l\u0131b. Bazarda m\u00f6vcud olan r\u0259qibl\u0259ri il\u0259 m\u00fcqayis\u0259d\u0259 enerjiy\u0259 daha \u00e7ox q\u0259na\u0259t etm\u0259si v\u0259 qiym\u0259tinin ucuzlu\u011fu avadanl\u0131\u011f\u0131n b\u00f6y\u00fck \u00fcst\u00fcnl\u00fcy\u00fcd\u00fcr. \u00dc\u00e7\u00fcnc\u00fc m\u0259rh\u0259l\u0259 proqram t\u0259minat\u0131n\u0131n kamera \u00e7ip istehsal\u00e7\u0131lar\u0131na sat\u0131\u015f\u0131d\u0131r. S\u00fcni intellekt alqoritminin haz\u0131rda m\u00f6vcud olan kamera \u00e7ipl\u0259rin\u0259 inteqrasiya olunmas\u0131 texniki c\u0259h\u0259td\u0259n \u00e7\u0259tindir. Haz\u0131rda t\u0259r\u0259fda\u015f \u015firk\u0259tin kameralar \u00fc\u00e7\u00fcn yeni n\u0259sil \u00e7ip istehsal etm\u0259si v\u0259 g\u0259l\u0259c\u0259kd\u0259 kamera \u00e7ipl\u0259rin\u0259 proqram t\u0259minat\u0131n\u0131n inteqrasiyas\u0131 daha b\u00f6y\u00fck bazarlara \u00e7\u0131x\u0131\u015f\u0131 t\u0259min ed\u0259c\u0259k\u201d.<\/p>\n","protected":false},"excerpt":{"rendered":"

Az\u0259rbaycanda a\u011f\u0131ll\u0131 axtar\u0131\u015f aparan s\u00fcni intellekt m\u0259hsulu haz\u0131rlan\u0131b Son ill\u0259rd\u0259 s\u00fcni intellekt \u00fczr\u0259 yeni h\u0259ll\u0259r v\u0259 m\u0259hsullar\u0131n yarad\u0131lmas\u0131 texnoloji innovasiyalar\u0131n t\u0259tbiqin\u0259 olan mara\u011f\u0131 daha da art\u0131r\u0131b. Ki\u00e7ik v\u0259 Orta Biznesin \u0130nki\u015faf\u0131 Agentliyind\u0259n \u201cStartap\u201d \u015f\u0259had\u0259tnam\u0259si alm\u0131\u015f…<\/p>\n","protected":false},"author":2,"featured_media":25271,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/rockvell.com\/index.php?rest_route=\/wp\/v2\/posts\/25269"}],"collection":[{"href":"https:\/\/rockvell.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/rockvell.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/rockvell.com\/index.php?rest_route=\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/rockvell.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=25269"}],"version-history":[{"count":2,"href":"https:\/\/rockvell.com\/index.php?rest_route=\/wp\/v2\/posts\/25269\/revisions"}],"predecessor-version":[{"id":25274,"href":"https:\/\/rockvell.com\/index.php?rest_route=\/wp\/v2\/posts\/25269\/revisions\/25274"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/rockvell.com\/index.php?rest_route=\/wp\/v2\/media\/25271"}],"wp:attachment":[{"href":"https:\/\/rockvell.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=25269"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/rockvell.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=25269"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/rockvell.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=25269"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}