{"id":9714,"date":"2023-10-06T14:13:50","date_gmt":"2023-10-06T14:13:50","guid":{"rendered":"https:\/\/new.evorain.pl\/o-wlasciwym-projektowaniu-glebokich-struktur-do-klasyfikacji-obrazow\/"},"modified":"2024-11-08T12:31:33","modified_gmt":"2024-11-08T12:31:33","slug":"o-wlasciwym-projektowaniu-glebokich-struktur-do-klasyfikacji-obrazow","status":"publish","type":"post","link":"https:\/\/evorain.com\/pl\/o-wlasciwym-projektowaniu-glebokich-struktur-do-klasyfikacji-obrazow\/","title":{"rendered":"O w\u0142a\u015bciwym projektowaniu g\u0142\u0119bokich struktur do klasyfikacji obraz\u00f3w"},"content":{"rendered":"\t\t
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\n\t\t\t\t\t\tAutorzy\n\t\t\t\t\t<\/h2>

Szczeg\u00f3\u0142y publikacji<\/h3><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Piotr Woldan, Pawe\u0142 Staszewski, Leszek Rutkowski, Konrad Grzanek: <\/span> On Proper Designing of Deep Structures for Image Classification<\/span>. In: <\/span> Rutkowski, Leszek; Scherer, Rafa\u0142; Korytkowski, Marcin; Pedrycz, Witold; Tadeusiewicz, Ryszard; Zurada, Jacek M. (Ed.): Artificial Intelligence and Soft Computing, <\/span>pp. 223\u2013235, <\/span>Springer International Publishing, <\/span>Cham, <\/span>2019<\/span>, ISBN: 978-3-030-20912-4<\/span>.<\/span><\/div><\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\tStreszczenie\n\t\t\t\t\t<\/h2>

Streszczenie publikacji<\/h3><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Abstract<\/h2>

In this paper, we present several approaches to configuration of deep convolutional neural networks for image classification. A common problem when creating deep structures is their proper designing and configuration. This paper shows the learning of the baseline model for image classification and its variations with different structures based on the baseline model. Each of them has different configurations related to downsampling, pooling and filters dilatation. The paper is intended as a guideline for proper designing of deep structures based on experiences resulting from the modifications of deep models configurations.<\/p><\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\n\t\t\t\t\t\tBezpo\u015bredni link\n\t\t\t\t\t<\/h2><\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\"\"<\/a><\/p>\n\t\t\t\t<\/div>\n\t\t\t<\/div><\/div>\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Autorzy Szczeg\u00f3\u0142y publikacji Streszczenie Streszczenie publikacji Bezpo\u015bredni link<\/p>\n","protected":false},"author":4,"featured_media":9193,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[43],"tags":[],"class_list":["post-9714","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bez-kategorii"],"_links":{"self":[{"href":"https:\/\/evorain.com\/pl\/wp-json\/wp\/v2\/posts\/9714"}],"collection":[{"href":"https:\/\/evorain.com\/pl\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/evorain.com\/pl\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/evorain.com\/pl\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/evorain.com\/pl\/wp-json\/wp\/v2\/comments?post=9714"}],"version-history":[{"count":2,"href":"https:\/\/evorain.com\/pl\/wp-json\/wp\/v2\/posts\/9714\/revisions"}],"predecessor-version":[{"id":10099,"href":"https:\/\/evorain.com\/pl\/wp-json\/wp\/v2\/posts\/9714\/revisions\/10099"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/evorain.com\/pl\/wp-json\/wp\/v2\/media\/9193"}],"wp:attachment":[{"href":"https:\/\/evorain.com\/pl\/wp-json\/wp\/v2\/media?parent=9714"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/evorain.com\/pl\/wp-json\/wp\/v2\/categories?post=9714"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/evorain.com\/pl\/wp-json\/wp\/v2\/tags?post=9714"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}