{"product_id":"vklad-w-obnaruzhenie-transportnyh-sredstw-s-pomoschu-glubokogo-obucheniq-von-haled-bajudh","title":"Vklad w obnaruzhenie transportnyh sredstw s pomosch'ü glubokogo obucheniq","description":"\u003cp\u003eGlubokoe obuchenie imeet mesto, osobenno s bystrym rostom i dostupnost'ü bol'shih baz dannyh i nedawnimi uluchsheniqmi w graficheskih processorah (GPU). Osnownoj cel'ü dannogo issledowaniq qwlqetsq primenenie algoritmow glubokogo obucheniq, takih kak konwolücionnye nejronnye seti (CNN) i glubokie arhitektury, w chastnosti glubokaq model' VGG-16 dlq kategorizacii i lokalizacii transportnyh sredstw w dorozhnyh scenah. V dannoj dissertacii my pokazhem, chto s pomosch'ü optimizacii parametrow i prostoj modifikacii algoritma my mozhem uluchshit', dazhe otnositel'no, robastnost' konkretnoj seti Faster R-CNN w obnaruzhenii transportnyh sredstw i poluchit' luchshie rezul'taty na osnowe razlichnyh baz dannyh (PASCAL VOC 2007, PASCAL VOC 2012, MIT Traffic, CUHK Square i Logiroad).\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9786204152813\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Autorenwelt Shop","offers":[{"title":"Softcover - 9786204152813","offer_id":39485487284317,"sku":"9786204152813","price":19.8,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/671f17b6-e625-4c5b-86a2-703e0d1e91ce.jpg?v=1758348121","url":"https:\/\/shop.autorenwelt.de\/products\/vklad-w-obnaruzhenie-transportnyh-sredstw-s-pomoschu-glubokogo-obucheniq-von-haled-bajudh","provider":"Autorenwelt Shop","version":"1.0","type":"link"}