![](\"https:\/\/www.egemtv.com\/wp-content\/uploads\/2025\/01\/modada-yapay-zeka-donemi_446802a.jpg\")
Ya\u015far \u00dcniversitesi Bilgisayar M\u00fchendisli\u011fi doktora \u00f6\u011frencisi Caner K\u0131van\u00e7 Hekimo\u011flu, modada \u00fcst\u00fcn kalitede ve ger\u00e7ek\u00e7ilikte moda tasar\u0131mlar\u0131 \u00fcretebilen geli\u015fmi\u015f bir yapay zeka sistemi olu\u015fturdu.<\/p>\n
\u201c\u00dcretken \u00c7eki\u015fmeli A\u011flar ile Yapay Zeka Destekli Moda Tasar\u0131mc\u0131s\u0131 ve De\u011ferlendirici\u201d ad\u0131n\u0131 ta\u015f\u0131yan yaz\u0131l\u0131m, tasar\u0131mlar ve moda trendlerinden olu\u015fan kapsaml\u0131 veri setlerini kullanarak, yapay zeka deste\u011fiyle \u00f6zg\u00fcn ve yenilik\u00e7i moda fikirleri \u00fcretiyor. \u00d6zg\u00fcn tasar\u0131mlar yap\u0131lmas\u0131n\u0131 te\u015fvik eden yaz\u0131l\u0131m, tasar\u0131mc\u0131lara rekabet avantaj\u0131 sa\u011flarken, dijital \u00f6rnek \u00fcretimi yoluyla malzeme israf\u0131n\u0131 azaltarak moda sekt\u00f6r\u00fcnde s\u00fcrd\u00fcr\u00fclebilirlik ihtiyac\u0131n\u0131 kar\u015f\u0131l\u0131yor.<\/p>\n
Son zamanlarda moda end\u00fcstrisinin, \u00e7e\u015fitli ve rekabet\u00e7i bir pazar\u0131n gereksinimlerini kar\u015f\u0131lamak i\u00e7in ileri teknolojileri giderek daha fazla kulland\u0131\u011f\u0131n\u0131 belirten Caner K\u0131van\u00e7 Hekimo\u011flu moda tasar\u0131mlar\u0131 \u00fcretebilen yaz\u0131l\u0131m\u0131n modada s\u00fcrd\u00fcr\u00fclebilirli\u011fi sa\u011flamak amac\u0131yla ortaya \u00e7\u0131kt\u0131\u011f\u0131n\u0131 belirterek s\u00fcreci \u015f\u00f6yle anlatt\u0131: \u201cTez dan\u0131\u015fmanl\u0131\u011f\u0131n\u0131 Prof. Dr. Mehmet S\u00fcleyman \u00dcnl\u00fct\u00fcrk\u2019\u00fcn yapt\u0131\u011f\u0131 yaz\u0131l\u0131m\u0131n temelleri 2016 y\u0131l\u0131nda at\u0131ld\u0131. 2016 y\u0131l\u0131nda 1505 T\u00dcB\u0130TAK \u00dcniversite Sanayi \u0130\u015f birli\u011fi Projesi olarak ba\u015flad\u0131. Hatta Ya\u015far \u00dcniversitesinin 1505 program\u0131ndaki ilk projesi olarak hayata ge\u00e7ti. Sanayi aya\u011f\u0131nda da CU Tekstil yer ald\u0131. CU Tekstil, moda tasar\u0131m\u0131 konusunda uzmanla\u015fm\u0131\u015f bir firma. Her tasar\u0131mdan da bir tane \u00f6rnek \u00fcr\u00fcn \u00fcretiyor. Yap\u0131lan bu tasar\u0131mlar da moda zincirlerine ya da b\u00fcy\u00fck tekstil firmalar\u0131na sunuluyor. Firmalar be\u011fendikleri tasar\u0131mlar\u0131n \u00fcretimini yap\u0131yor. Be\u011fenmedikleri de \u00e7\u00f6p oluyor. Firman\u0131n talebi \u00fczerine tasar\u0131mlar \u00fcretilmeden \u00f6nce yapay zeka ile tasar\u0131m\u0131n be\u011fenilip be\u011fenilmeyece\u011fini oransal olarak hesaplayan bir yaz\u0131l\u0131m geli\u015ftirdik. Bu projenin ilk a\u015famas\u0131yd\u0131 ve benim ilk y\u00fcksek lisans tezimdi. Firma 1505 T\u00dcB\u0130TAK Projesi olarak haz\u0131rlanan bu yaz\u0131l\u0131m\u0131 2021\u2019e kadar kendi tasar\u0131mlar\u0131n\u0131 iyile\u015ftirmek i\u00e7in aktif kulland\u0131.\u201d<\/p>\n
Dijital moda be\u011feni \u00f6l\u00e7er sistemi<\/p>\n
Bu ilk yaz\u0131l\u0131m sayesinde firman\u0131n kabul oranlar\u0131n\u0131n artt\u0131\u011f\u0131n\u0131 anlatan Hekimo\u011flu, \u201cEskiden yap\u0131lan tasar\u0131mlar\u0131n y\u00fczde 15\u2019i kabul ediliyor, y\u00fczde 85\u2019i \u00e7\u00f6p oluyordu. Yaz\u0131l\u0131mla birlikte kabul edilen tasar\u0131m oran\u0131 y\u00fczde 65\u2019lere kadar \u00e7\u0131kt\u0131. Bu \u00e7ok \u00f6nemli bir ad\u0131m oldu. 2018 y\u0131l\u0131nda Avrupa Patente de ba\u015fvurduk. Ad\u0131 da DIGITAL FASHION TASTE METER SYSTEM (Dijital Moda Be\u011feni \u00d6l\u00e7er Sistemi) ad\u0131yla ulusal ve Avrupa patenti ald\u0131k\u201d dedi.<\/p>\n
Ard\u0131ndan bu tasar\u0131mlar\u0131 biz \u00fcretebilir miyiz sorusuna odakland\u0131klar\u0131n\u0131 s\u00f6yleyen Hekimo\u011flu, \u201cBu defa sadece be\u011feni temelli de\u011fil, tasar\u0131m yapan bir yaz\u0131l\u0131m geli\u015ftirdik. Yani yapay zekay\u0131 tasar\u0131mc\u0131 olarak kullanan bir yaz\u0131l\u0131m geli\u015ftirdik. Bu da doktora tezim oldu. Yaz\u0131l\u0131m art\u0131k kendisi tasar\u0131m yapan bir duruma geldi. Bu yaz\u0131l\u0131mda iki yapay zeka var. Biri be\u011feni konusuna odaklanan, di\u011feri ise tasar\u0131m yapan. \u0130lki ikincisine daha iyi tasar\u0131m yapabilmesi i\u00e7in referans veriyor. \u0130lk yaz\u0131l\u0131m\u0131m\u0131z karar destek sistemi be\u011feni y\u00fczde 85 seviyesine ula\u015ft\u0131\u011f\u0131nda devreden \u00e7\u0131k\u0131yor\u201d diye konu\u015ftu.<\/p>\n
Zaman ve mal,yetten tasarruf<\/p>\n
Yaz\u0131l\u0131m\u0131n tasar\u0131m ve \u00fcretim maliyetlerini azaltmak, zamandan tasarruf etmek gibi bir\u00e7ok avantaj\u0131 oldu\u011funu vurgulayan Hekimo\u011flu, \u201cGeleneksel y\u00f6ntemde bir tasar\u0131mc\u0131n\u0131n yeni bir giysi \u00e7izimi yap\u0131p onay almas\u0131 uzun bir s\u00fcre\u00e7 iken, geli\u015ftirdi\u011fimiz sistem bilgisayar ortam\u0131nda tasar\u0131mlar\u0131 h\u0131zl\u0131ca de\u011ferlendirip onayl\u0131yor. 25- 30 bin kere denenen bir sim\u00fclasyon yap\u0131yoruz. Tasar\u0131mc\u0131lar\u0131n i\u015fini kolayla\u015ft\u0131ran destek bir sistem. Daha \u00f6nce be\u011feni toplam\u0131\u015f tasar\u0131mlar\u0131 \u00f6zel bir veri havuzunda sakl\u0131yor ve bu ba\u015far\u0131l\u0131 \u00f6rneklerden yola \u00e7\u0131karak \u00f6zg\u00fcn tasar\u0131mlar \u00fcretiyor. Bu sayede tasar\u0131m s\u00fcrecini hem h\u0131zland\u0131r\u0131yor hem de verimlili\u011fi art\u0131r\u0131yor. Tasar\u0131m alan\u0131nda ciddi anlamda i\u015fi kolayla\u015ft\u0131ran bir yaz\u0131l\u0131m.\u201d dedi.<\/p>\n","protected":false},"excerpt":{"rendered":"
YA\u015eAR \u00dcN\u0130VERS\u0130TES\u0130 B\u0130LG\u0130SAYAR M\u00dcHEND\u0130SL\u0130\u011e\u0130 DOKTORA \u00d6\u011eRENC\u0130S\u0130 CANER KIVAN\u00c7 HEK\u0130MO\u011eLU, MODADA \u00dcST\u00dcN KAL\u0130TEDE VE GER\u00c7EK\u00c7\u0130L\u0130KTE MODA TASARIMLARI \u00dcRETEB\u0130LEN GEL\u0130\u015eM\u0130\u015e B\u0130R YAPAY ZEKA S\u0130STEM\u0130 OLU\u015eTURDU.<\/p>\n","protected":false},"author":1,"featured_media":953,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_crdt_document":"","footnotes":""},"categories":[],"tags":[856,854,435,855],"class_list":["post-952","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","tag-donemi","tag-modada","tag-yapay","tag-zeka"],"_links":{"self":[{"href":"https:\/\/www.egemtv.com\/index.php?rest_route=\/wp\/v2\/posts\/952","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.egemtv.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.egemtv.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.egemtv.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.egemtv.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=952"}],"version-history":[{"count":1,"href":"https:\/\/www.egemtv.com\/index.php?rest_route=\/wp\/v2\/posts\/952\/revisions"}],"predecessor-version":[{"id":954,"href":"https:\/\/www.egemtv.com\/index.php?rest_route=\/wp\/v2\/posts\/952\/revisions\/954"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.egemtv.com\/index.php?rest_route=\/wp\/v2\/media\/953"}],"wp:attachment":[{"href":"https:\/\/www.egemtv.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=952"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.egemtv.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=952"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.egemtv.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=952"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}