{"id":4301,"date":"2025-09-29T11:16:11","date_gmt":"2025-09-29T11:16:11","guid":{"rendered":"https:\/\/agroreforest.eu\/?page_id=4301"},"modified":"2025-11-19T13:02:24","modified_gmt":"2025-11-19T13:02:24","slug":"software","status":"publish","type":"page","link":"https:\/\/agroreforest.eu\/cs\/software\/","title":{"rendered":"Software"},"content":{"rendered":"<div data-elementor-type=\"wp-page\" data-elementor-id=\"4301\" class=\"elementor elementor-4301\" data-elementor-post-type=\"page\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-d9d4e00 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"d9d4e00\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-014dac5\" data-id=\"014dac5\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-3ea4e7c elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"3ea4e7c\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"divider.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-divider\">\n\t\t\t<span class=\"elementor-divider-separator\">\n\t\t\t\t\t\t<\/span>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-192dc04 elementor-widget elementor-widget-heading\" data-id=\"192dc04\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Software<\/h1>\t\t\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<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-9c600f7\" data-id=\"9c600f7\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-332ddd5 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"332ddd5\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-5fd7e74\" data-id=\"5fd7e74\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2b16768 elementor-widget elementor-widget-heading\" data-id=\"2b16768\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Pokro\u010dil\u00fd klasifik\u00e1tor strojov\u00e9ho u\u010den\u00ed 2.2.0\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f6cd790 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"f6cd790\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/agroreforest.eu\/wp-content\/uploads\/elementor\/thumbs\/logo-farmtree-fc2-qofp8gef659xikw6ykxp21uiz98r1fvtocyjjhe9vg.png\" title=\"logo-farmtree-fc2\" alt=\"logo-farmtree-fc2\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-b61730d\" data-id=\"b61730d\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-77fde86 elementor-widget elementor-widget-text-editor\" data-id=\"77fde86\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Pokro\u010dil\u00fd klasifik\u00e1tor strojov\u00e9ho u\u010den\u00ed je intuitivn\u00ed software ur\u010den\u00fd ke zjednodu\u0161en\u00ed slo\u017eit\u00fdch proces\u016f klasifikace obr\u00e1zk\u016f. Kombinuje nejmodern\u011bj\u0161\u00ed algoritmy se snadno pou\u017eiteln\u00fdm rozhran\u00edm a umo\u017e\u0148uje u\u017eivatel\u016fm bezprobl\u00e9movou anal\u00fdzu, klasifikaci a vizualizaci obrazov\u00fdch dat.<br \/><br \/><a href=\"https:\/\/zenodo.org\/records\/17046045\" target=\"_blank\" rel=\"nofollow noopener\">https:\/\/zenodo.org\/records\/17046045<\/a><\/p>\t\t\t\t\t\t\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<section class=\"elementor-section elementor-top-section elementor-element elementor-element-0f11daa elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"0f11daa\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-top-column elementor-element elementor-element-3b5cda3\" data-id=\"3b5cda3\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2088362 elementor-widget elementor-widget-heading\" data-id=\"2088362\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Ladi\u010d parametr\u016f CNN\n<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-f881edc elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile elementor-widget elementor-widget-image\" data-id=\"f881edc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" src=\"https:\/\/agroreforest.eu\/wp-content\/uploads\/elementor\/thumbs\/logo-farmtree-fc2-qofp8gef659xikw6ykxp21uiz98r1fvtocyjjhe9vg.png\" title=\"logo-farmtree-fc2\" alt=\"logo-farmtree-fc2\" loading=\"lazy\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\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<div class=\"elementor-column elementor-col-66 elementor-top-column elementor-element elementor-element-046e1fb\" data-id=\"046e1fb\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-394b298 elementor-widget elementor-widget-text-editor\" data-id=\"394b298\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Tato inovativn\u00ed aplikace slou\u017e\u00ed jako vstupn\u00ed br\u00e1na do vzru\u0161uj\u00edc\u00edho sv\u011bta lad\u011bn\u00ed parametr\u016f konvolu\u010dn\u00edch neuronov\u00fdch s\u00edt\u00ed (CNN). Umo\u017e\u0148uje v\u00e1m p\u0159esn\u011b a snadno zkoumat a optimalizovat algoritmy CNN a uvolnit tak pln\u00fd potenci\u00e1l \u00faloh klasifikace obrazu.<br \/><br \/>N\u00e1stroj nab\u00edz\u00ed \u0161irokou \u0161k\u00e1lu mo\u017enost\u00ed p\u0159edzpracov\u00e1n\u00ed, v\u010detn\u011b normalizace, standardizace a r\u016fzn\u00fdch roz\u0161i\u0159uj\u00edc\u00edch technik. M\u016f\u017eete tak\u00e9 experimentovat s r\u016fzn\u00fdmi pom\u011bry tr\u00e9nov\u00e1n\u00ed, testov\u00e1n\u00ed a ov\u011b\u0159ov\u00e1n\u00ed, vlastn\u00edmi architekturami CNN, epochami, velikostmi d\u00e1vek, aktiva\u010dn\u00edmi funkcemi, volbami optimaliz\u00e1toru a ztr\u00e1tov\u00fdmi funkcemi. Aplikace nav\u00edc poskytuje pohodlnou mo\u017enost vygenerovat skript v jazyce Python (Jupyter Notebook) na z\u00e1klad\u011b zvolen\u00fdch hodnot parametr\u016f pro budouc\u00ed pou\u017eit\u00ed nebo dal\u0161\u00ed p\u0159izp\u016fsoben\u00ed.<br \/><br \/><a href=\"https:\/\/zenodo.org\/records\/17119349\" target=\"_blank\" rel=\"nofollow noopener\">https:\/\/zenodo.org\/records\/17119349<\/a><\/p>\t\t\t\t\t\t\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>","protected":false},"excerpt":{"rendered":"<p>Software Advanced Machine Learning Classifier 2.2.0 The Advanced Machine Learning Classifier is an intuitive software designed to simplify complex image classification processes. Combining state-of-the-art algorithms with an easy-to-use interface, it [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-4301","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/agroreforest.eu\/cs\/wp-json\/wp\/v2\/pages\/4301","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/agroreforest.eu\/cs\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/agroreforest.eu\/cs\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/agroreforest.eu\/cs\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/agroreforest.eu\/cs\/wp-json\/wp\/v2\/comments?post=4301"}],"version-history":[{"count":10,"href":"https:\/\/agroreforest.eu\/cs\/wp-json\/wp\/v2\/pages\/4301\/revisions"}],"predecessor-version":[{"id":4311,"href":"https:\/\/agroreforest.eu\/cs\/wp-json\/wp\/v2\/pages\/4301\/revisions\/4311"}],"wp:attachment":[{"href":"https:\/\/agroreforest.eu\/cs\/wp-json\/wp\/v2\/media?parent=4301"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}