{"id":19733,"date":"2019-08-27T18:31:00","date_gmt":"2019-08-27T15:31:00","guid":{"rendered":"https:\/\/dev.hectre.com\/?post_type=blog&#038;p=19733"},"modified":"2024-05-09T07:19:25","modified_gmt":"2024-05-09T04:19:25","slug":"using-real-world-coordinates-to-make-apple-size-estimations","status":"publish","type":"blog","link":"https:\/\/hectre.com\/pl\/blog\/uzywanie-wspolrzednych-swiata-rzeczywistego-do-szacowania-wielkosci-jablka\/","title":{"rendered":"Wykorzystanie wsp\u00f3\u0142rz\u0119dnych \u015bwiata rzeczywistego do oszacowania wielko\u015bci jab\u0142ka"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"19733\" class=\"elementor elementor-19733\" data-elementor-post-type=\"blog\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-76057613 elementor-section-stretched banner type-2 header-light elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"76057613\" data-element_type=\"section\" data-settings=\"{&quot;stretch_section&quot;:&quot;section-stretched&quot;,&quot;background_background&quot;:&quot;classic&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-4362eb0\" data-id=\"4362eb0\" data-element_type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t<div class=\"elementor-background-overlay\"><\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7392029b e-flex e-con-boxed e-con e-parent\" data-id=\"7392029b\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1f50565a elementor-widget-tablet__width-inherit elementor-widget elementor-widget-text-editor\" data-id=\"1f50565a\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.22.0 - 17-06-2024 *\/\n.elementor-widget-text-editor.elementor-drop-cap-view-stacked .elementor-drop-cap{background-color:#69727d;color:#fff}.elementor-widget-text-editor.elementor-drop-cap-view-framed .elementor-drop-cap{color:#69727d;border:3px solid;background-color:transparent}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap{margin-top:8px}.elementor-widget-text-editor:not(.elementor-drop-cap-view-default) .elementor-drop-cap-letter{width:1em;height:1em}.elementor-widget-text-editor .elementor-drop-cap{float:left;text-align:center;line-height:1;font-size:50px}.elementor-widget-text-editor .elementor-drop-cap-letter{display:inline-block}<\/style>\t\t\t\t<p>Wykorzystanie wsp\u00f3\u0142rz\u0119dnych \u015bwiata rzeczywistego do oszacowania wielko\u015bci jab\u0142ka<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-15c99086 elementor-widget elementor-widget-text-editor\" data-id=\"15c99086\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><a href=\"https:\/\/hectre.com\/pl\/produkty\/jakosc-owocow-ai\/sortowanie-owocow\/\">Aplikacja do pomiaru wielko\u015bci owoc\u00f3w<\/a><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-45df9f75 e-flex e-con-boxed e-con e-parent\" data-id=\"45df9f75\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-13260020 e-con-full e-flex e-con e-parent\" data-id=\"13260020\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-63949e2a e-con-full e-flex e-con e-parent\" data-id=\"63949e2a\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3731045 elementor-widget elementor-widget-image\" data-id=\"3731045\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.22.0 - 17-06-2024 *\/\n.elementor-widget-image{text-align:center}.elementor-widget-image a{display:inline-block}.elementor-widget-image a img[src$=\".svg\"]{width:48px}.elementor-widget-image img{vertical-align:middle;display:inline-block}<\/style>\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/cdn.hectre.com\/Using%20real%20world%20coordinates%20to%20make%20apple%20size%20estimations\/Luke%20(1).webp\" title=\"\" alt=\"\" \/>\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<div class=\"elementor-element elementor-element-694f6b8b elementor-widget elementor-widget-text-editor\" data-id=\"694f6b8b\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"white-space-collapse: preserve;\">Prezentowane przez:<\/span><\/p><p><span style=\"white-space-collapse: preserve;\"><strong>\u0141ukasz Butters<\/strong><br \/><\/span><\/p><p>Lider ds. bada\u0144 i rozwoju<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-af3581c e-flex e-con-boxed e-con e-parent\" data-id=\"af3581c\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-bfa9cf9 e-flex e-con-boxed e-con e-parent\" data-id=\"bfa9cf9\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2c86207 elementor-widget elementor-widget-text-editor\" data-id=\"2c86207\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Wcze\u015bniej przekszta\u0142cone obrazy pojemnik\u00f3w na jab\u0142ka zosta\u0142y teraz wprowadzone do algorytmu wykrywania obiekt\u00f3w opartego na uczeniu maszynowym,\u00a0<strong>dopasuj maski i pola ograniczaj\u0105ce wok\u00f3\u0142 poszczeg\u00f3lnych jab\u0142ek na obrazie<\/strong>Nast\u0119pnie zastosowano podej\u015bcie statystyczne do oszacowania analizy wielko\u015bci jab\u0142ek w pe\u0142nym pojemniku na jab\u0142ka na podstawie pozytywnych wykry\u0107 w\u00a0<em>obraz wyj\u015bciowy 1<\/em>.\u00a0<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1905060f e-flex e-con-boxed e-con e-parent\" data-id=\"1905060f\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-6d4dc295 e-con-full quotes-bg e-flex e-con e-parent\" data-id=\"6d4dc295\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-54127845 overflow-unset elementor-widget elementor-widget-text-editor\" data-id=\"54127845\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><i>(Wyj\u015bcie 1) \u2013<\/i><i>\u00a0Przekszta\u0142cony obraz ca\u0142ego pojemnika na jab\u0142ka z wizualizacj\u0105 wykrywania jab\u0142ek<\/i><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-260933e e-flex e-con-boxed e-con e-parent\" data-id=\"260933e\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-194c046 e-flex e-con-boxed e-con e-parent\" data-id=\"194c046\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-4f3088e e-con-full e-flex e-con e-parent\" data-id=\"4f3088e\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-80c5d9a elementor-widget__width-initial elementor-widget-laptop__width-initial elementor-widget elementor-widget-image\" data-id=\"80c5d9a\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" 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<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/cdn.hectre.com\/Using%20real%20world%20coordinates%20to%20make%20apple%20size%20estimations\/Hectre-apple-size-detection.webp\" title=\"\" alt=\"\" \/>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-010584f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"010584f\" data-element_type=\"section\" data-settings=\"{&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-f110457\" data-id=\"f110457\" data-element_type=\"column\" data-settings=\"{&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\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-24311ba elementor-widget__width-initial elementor-widget-tablet__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-heading\" data-id=\"24311ba\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<style>\/*! elementor - v3.22.0 - 17-06-2024 *\/\n.elementor-heading-title{padding:0;margin:0;line-height:1}.elementor-widget-heading .elementor-heading-title[class*=elementor-size-]>a{color:inherit;font-size:inherit;line-height:inherit}.elementor-widget-heading .elementor-heading-title.elementor-size-small{font-size:15px}.elementor-widget-heading .elementor-heading-title.elementor-size-medium{font-size:19px}.elementor-widget-heading .elementor-heading-title.elementor-size-large{font-size:29px}.elementor-widget-heading .elementor-heading-title.elementor-size-xl{font-size:39px}.elementor-widget-heading .elementor-heading-title.elementor-size-xxl{font-size:59px}<\/style><h4 class=\"elementor-heading-title elementor-size-default\">Podej\u015bcie statystyczne do szacowania wielko\u015bci jab\u0142ka<\/h4>\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<div class=\"elementor-element elementor-element-076bd15 e-flex e-con-boxed e-con e-parent\" data-id=\"076bd15\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-a8577ff e-flex e-con-boxed e-con e-parent\" data-id=\"a8577ff\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-418dd5d elementor-widget elementor-widget-text-editor\" data-id=\"418dd5d\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>W przypadku jab\u0142ek przyj\u0119to nast\u0119puj\u0105ce g\u0142\u00f3wne za\u0142o\u017cenie:\u00a0<strong>wszystkie owoce by\u0142y okr\u0105g\u0142e<\/strong>Dotyczy\u0142o to og\u00f3lnego przypadku, w kt\u00f3rym stosunek wysoko\u015bci wierzcho\u0142ka do spodu i szeroko\u015bci boku do boku jab\u0142ka by\u0142 prawie taki sam w por\u00f3wnaniu do owoc\u00f3w o mniejszym kszta\u0142cie, takich jak gruszki czy awokado.<\/p><p>\u00a0<\/p><p>Dla wszystkich pozytywnie wykrytych jab\u0142ek w przetworzonym obrazie wygenerowano list\u0119 szeroko\u015bci p\u00f3l ograniczaj\u0105cych.\u00a0<strong>histogram<\/strong>\u00a0zosta\u0142 wygenerowany z danych o szeroko\u015bci pola ograniczaj\u0105cego\u00a0<strong>aby przedstawi\u0107, ile owoc\u00f3w ka\u017cdej kategorii wielko\u015bci zosta\u0142o wykrytych<\/strong>Rysunek 1 przedstawia dane oparte na obrazie wyj\u015bciowym 1, kt\u00f3ry reprezentuje rozk\u0142ad normalny.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d936ab2 e-flex e-con-boxed e-con e-parent\" data-id=\"d936ab2\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-ad16ce8 e-con-full quotes-bg e-flex e-con e-parent\" data-id=\"ad16ce8\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6b1e0c3 overflow-unset elementor-widget elementor-widget-text-editor\" data-id=\"6b1e0c3\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><i>(Rysunek 1)\u00a0<\/i><i>Histogram przedstawiaj\u0105cy r\u00f3\u017cne rozmiary jab\u0142ek znajduj\u0105cych si\u0119 na g\u00f3rnej warstwie pe\u0142nego pojemnika na jab\u0142ka<\/i><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-6e98b64 e-con-full e-flex e-con e-parent\" data-id=\"6e98b64\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-f749ad8 e-flex e-con-boxed e-con e-parent\" data-id=\"f749ad8\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-e80a56e e-con-full e-flex e-con e-parent\" data-id=\"e80a56e\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-f649f9d elementor-widget__width-initial elementor-widget-laptop__width-initial elementor-widget-mobile__width-initial elementor-widget elementor-widget-image\" data-id=\"f649f9d\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" 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<img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/cdn.hectre.com\/Using%20real%20world%20coordinates%20to%20make%20apple%20size%20estimations\/Hectre-apple-bin-size-1.webp\" title=\"\" alt=\"\" \/>\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<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-53aec44 e-flex e-con-boxed e-con e-parent\" data-id=\"53aec44\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7b48878 e-flex e-con-boxed e-con e-parent\" data-id=\"7b48878\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-148d607 elementor-widget elementor-widget-text-editor\" data-id=\"148d607\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Dwa najbardziej przydatne punkty informacji dla plantator\u00f3w jab\u0142ek oparte na danych histogramu to:\u00a0<strong>\u015brednia wielko\u015b\u0107 i odchylenie standardowe<\/strong>\u015arednia stanowi\u0142a przeci\u0119tny rozmiar jab\u0142ka, natomiast odchylenie standardowe wskazywa\u0142o, jak du\u017ce zr\u00f3\u017cnicowanie wielko\u015bci jab\u0142ka wyst\u0119powa\u0142o w ca\u0142ej g\u00f3rnej warstwie.<\/p><p>\u00a0<\/p><p>Maksymalne i minimalne wykryte rozmiary jab\u0142ek by\u0142y r\u00f3wnie\u017c mo\u017cliwe do odzyskania i mog\u0105 by\u0107 przydatne dla plantator\u00f3w. Maksymalne rozmiary oznacza\u0142y najwi\u0119ksze, a minimalne najmniejsze jab\u0142ka na g\u00f3rnej warstwie pojemnika. Te dwie wielko\u015bci by\u0142y przydatne, jednak opisywa\u0142y tylko pojedyncze jab\u0142ka, w przeciwie\u0144stwie do opisu og\u00f3lnego przypadku ca\u0142ej g\u00f3rnej warstwy.<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-1ca50d4 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"1ca50d4\" data-element_type=\"section\" data-settings=\"{&quot;_ob_glider_is_slider&quot;:&quot;no&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-faa3273\" data-id=\"faa3273\" data-element_type=\"column\" data-settings=\"{&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\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-481d195 elementor-widget__width-initial elementor-widget elementor-widget-heading\" data-id=\"481d195\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Dane o wielko\u015bci jab\u0142ek zaraz po zbiorze<\/h2>\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<div class=\"elementor-element elementor-element-846a70a e-flex e-con-boxed e-con e-parent\" data-id=\"846a70a\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-7a3970e e-flex e-con-boxed e-con e-parent\" data-id=\"7a3970e\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;no&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-264fa1b elementor-widget elementor-widget-text-editor\" data-id=\"264fa1b\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><strong><a href=\"\/pl\/produkty\/jakosc-owocow-ai\/sortowanie-owocow\/\">Widmo<\/a> teraz mo\u017cna oszacowa\u0107 rozmiar ca\u0142ego pojemnika, bior\u0105c pod uwag\u0119 wykryte owoce na g\u00f3rnej warstwie przetworzonego pojemnika na jab\u0142ka z dok\u0142adno\u015bci\u0105<\/strong>. Dokonano tego, bior\u0105c pod uwag\u0119 widoczn\u0105 g\u00f3rn\u0105 warstw\u0119 pojemnika jako pr\u00f3bk\u0119 ca\u0142ego pojemnika. Dla przyk\u0142adu na obrazie wyj\u015bciowym 1 dokonano 185 pozytywnych wykry\u0107. Zak\u0142adaj\u0105c, \u017ce w pojemniku na jab\u0142ka znajduje si\u0119 3000 jab\u0142ek, 185 pozytywnych wykry\u0107 stanowi\u0142o 6,2% ca\u0142ego pojemnika.<\/p><p>\u00a0<\/p><p>Proponowany schemat pokaza\u0142, jak du\u017cy jest pojemnik na jab\u0142ka\u00a0<strong>szacunki mo\u017cna by\u0142o wykona\u0107 w momencie zbior\u00f3w<\/strong>\u00a0poprzez dok\u0142adne wykrywanie pr\u00f3bki z du\u017c\u0105 szybko\u015bci\u0105 i praktycznie bez \u017cadnej infrastruktury lub sprz\u0119tu \u2013\u00a0<strong>po prostu robi\u0105c zdj\u0119cie telefonem kom\u00f3rkowym<\/strong>.\u00a0<\/p><p>\u00a0<\/p><p>Teraz, gdy prace przygotowawcze zosta\u0142y ju\u017c wykonane, pracujemy nad dok\u0142adno\u015bci\u0105 <a href=\"https:\/\/hectre.com\/pl\/produkty\/jakosc-owocow-ai\/sortowanie-owocow\/\">Widmo<\/a> moc szacunkowa. B\u0119dziemy informowa\u0107 o post\u0119pach tutaj, a wi\u0119cej wkr\u00f3tce!<\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-45837371 e-con-full e-flex ob-is-container-extras e-con e-parent\" data-id=\"45837371\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;,&quot;_ob_use_container_extras&quot;:&quot;yes&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-8a31800 e-con-full e-flex ob-is-container-extras e-con e-parent\" data-id=\"8a31800\" data-element_type=\"container\" data-settings=\"{&quot;_ob_use_container_extras&quot;:&quot;yes&quot;,&quot;_ob_glider_is_slider&quot;:&quot;no&quot;,&quot;_ob_column_has_pseudo&quot;:&quot;no&quot;}\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2faaf55b js-text-selection text-selection-decor-dark elementor-widget elementor-widget-text-editor\" data-id=\"2faaf55b\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_postman_use&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" words=\"workers,orchard,fruit\" background=\"#D4E3F1,#FFDFB5,#D8FDF9,#fae4d4\" textcolor=\"#1976D2,#EF8800,#00897B,#DF1D00\" changebgtimeopacity=\"0\" changebgtime=\"0\" changecolortime=\"0\" animtime=\"3\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p>Zwi\u0119ksz potencja\u0142 swoich <span style=\"text-decoration: underline;\">owoc\u00f3w<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-73df61d6 elementor-widget__width-inherit elementor-widget-mobile__width-inherit elementor-widget-laptop__width-inherit ob-got-stalker elementor-widget elementor-widget-text-editor\" data-id=\"73df61d6\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_widget_stalker_use&quot;:&quot;yes&quot;,&quot;_ob_postman_use&quot;:&quot;no&quot;}\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<p><span style=\"font-weight: 400;\">Skontaktuj si\u0119 z nami, aby dowiedzie\u0107 si\u0119, jak praktyczne rozwi\u0105zania Hectre mog\u0105 wspiera\u0107 sukces Twojej dzia\u0142alno\u015bci.<\/span><\/p>\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5289a34d elementor-mobile-align-justify elementor-widget-mobile__width-inherit elementor-widget elementor-widget-button\" data-id=\"5289a34d\" data-element_type=\"widget\" data-settings=\"{&quot;_ob_butterbutton_use_it&quot;:&quot;no&quot;,&quot;_ob_widget_stalker_use&quot;:&quot;no&quot;}\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/pl\/demonstracja\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">Popro\u015b o demo<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"featured_media":25188,"template":"","category_blog":[32],"class_list":["post-19733","blog","type-blog","status-publish","has-post-thumbnail","hentry","category_blog-hectre-knowledge-share"],"acf":[],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/hectre.com\/pl\/wp-json\/wp\/v2\/blog\/19733"}],"collection":[{"href":"https:\/\/hectre.com\/pl\/wp-json\/wp\/v2\/blog"}],"about":[{"href":"https:\/\/hectre.com\/pl\/wp-json\/wp\/v2\/types\/blog"}],"version-history":[{"count":46,"href":"https:\/\/hectre.com\/pl\/wp-json\/wp\/v2\/blog\/19733\/revisions"}],"predecessor-version":[{"id":35999,"href":"https:\/\/hectre.com\/pl\/wp-json\/wp\/v2\/blog\/19733\/revisions\/35999"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hectre.com\/pl\/wp-json\/wp\/v2\/media\/25188"}],"wp:attachment":[{"href":"https:\/\/hectre.com\/pl\/wp-json\/wp\/v2\/media?parent=19733"}],"wp:term":[{"taxonomy":"category_blog","embeddable":true,"href":"https:\/\/hectre.com\/pl\/wp-json\/wp\/v2\/category_blog?post=19733"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}