{"id":4104,"date":"2026-03-28T23:15:26","date_gmt":"2026-03-29T02:15:26","guid":{"rendered":"https:\/\/dutremoto.frc.utn.edu.ar\/electronica\/?post_type=materia&#038;p=4104"},"modified":"2026-04-14T19:05:07","modified_gmt":"2026-04-14T22:05:07","slug":"54-vision-por-computadoras","status":"publish","type":"materia","link":"https:\/\/dptoelectronica.frc.utn.edu.ar\/electronica\/materia\/54-vision-por-computadoras\/","title":{"rendered":"54 &#8211; VISION POR COMPUTADORAS"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"4104\" class=\"elementor elementor-4104\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d6f91e3 e-flex e-con-boxed e-con e-parent\" data-id=\"d6f91e3\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-0379aa5 elementor-widget elementor-widget-heading\" data-id=\"0379aa5\" data-element_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\">54 - VISION POR COMPUTADORAS<\/h2>\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-6922983 e-flex e-con-boxed e-con e-parent\" data-id=\"6922983\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-90c38f6 e-con-full e-flex e-con e-child\" data-id=\"90c38f6\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6aff405 elementor-widget elementor-widget-heading\" data-id=\"6aff405\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Presentaci\u00f3n<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-be50a0f elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"be50a0f\" data-element_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-3ea2ae1 elementor-widget elementor-widget-text-editor\" data-id=\"3ea2ae1\" data-element_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>La asignatura electiva Visi\u00f3n por Computadoras pretende introducir a los y las estudiantes en las tem\u00e1ticas de procesamiento de im\u00e1genes, transformaciones homogr\u00e1ficas, visi\u00f3n de m\u00e1quina, visi\u00f3n rob\u00f3tica e inteligencia artificial, utilizando para ello el lenguaje de programaci\u00f3n Python y las librer\u00edas OpenCV, ambos de uso libre. Las distintas unidades tem\u00e1ticas permiten adquirir los conocimientos m\u00ednimos necesarios para aplicar las tecnolog\u00edas asociadas a la tem\u00e1tica, mediante la realizaci\u00f3n de programas de computadoras para manipulaci\u00f3n de im\u00e1genes digitales, rectificaci\u00f3n de invariantes de transformaciones homog\u00e9neas, detecci\u00f3n y descripci\u00f3n de caracter\u00edsticas, clasificaci\u00f3n, as\u00ed como detecci\u00f3n de objetos utilizando redes neuronales convolucionales.<\/p>\n\t\t\t\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-8f41244 e-con-full e-flex e-con e-child\" data-id=\"8f41244\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-ef3ec14 elementor-widget elementor-widget-heading\" data-id=\"ef3ec14\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Datos Administrativos<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1b4b328 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"1b4b328\" data-element_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-2461b9a elementor-widget elementor-widget-heading\" data-id=\"2461b9a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">R\u00e9gimen<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-584338d elementor-widget elementor-widget-text-editor\" data-id=\"584338d\" data-element_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\tC: Cuatrimestral\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-31efba8 elementor-widget elementor-widget-heading\" data-id=\"31efba8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Horas C\u00e1tedra Semanal<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8c3f952 elementor-widget elementor-widget-text-editor\" data-id=\"8c3f952\" data-element_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\t6\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-4a48be1 elementor-widget elementor-widget-heading\" data-id=\"4a48be1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Programa PDF<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8157083 elementor-align-right elementor-widget elementor-widget-button\" data-id=\"8157083\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"https:\/\/dptoelectronica.frc.utn.edu.ar\/electronica\/wp-content\/uploads\/2026\/03\/54_e_Planificacion_VisionPorComputadoras_11_CG_V_7.pdf\">\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\">VER PDF - WEB<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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<div class=\"elementor-element elementor-element-8730ebc e-flex e-con-boxed e-con e-parent\" data-id=\"8730ebc\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-68aaed9 elementor-widget-divider--view-line elementor-widget elementor-widget-divider\" data-id=\"68aaed9\" data-element_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\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1dfa8be e-flex e-con-boxed e-con e-parent\" data-id=\"1dfa8be\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2bccbeb e-con-full e-flex e-con e-child\" data-id=\"2bccbeb\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-e50758b elementor-widget elementor-widget-heading\" data-id=\"e50758b\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Contenidos M\u00ednimos<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb6d4f6 elementor-widget elementor-widget-text-editor\" data-id=\"fb6d4f6\" data-element_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>No corresponde<\/p>\n\t\t\t\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-f970f39 e-con-full e-flex e-con e-child\" data-id=\"f970f39\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-adfa912 elementor-widget elementor-widget-heading\" data-id=\"adfa912\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Objetivos<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0df9ee0 elementor-widget elementor-widget-text-editor\" data-id=\"0df9ee0\" data-element_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>Que los y las estudiantes sean capaces de:<br \/>\nAdquirir conocimientos espec\u00edficos del estado del arte de la visi\u00f3n por computadoras y sus principales \u00e1reas de trabajo.<br \/>\nAdquirir habilidades pr\u00e1cticas mediante la resoluci\u00f3n y codificaci\u00f3n de problemas cl\u00e1sicos del \u00e1rea y de aplicaci\u00f3n en la industria.<br \/>\nDesarrollar las capacidades para el dise\u00f1o y codificaci\u00f3n de aplicaciones reales, que constituyan para el\/la estudiante futuro\/a ingeniero\/a una importante herramienta para su vida profesional.<\/p>\n\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<div class=\"elementor-element elementor-element-3de07e6 e-flex e-con-boxed e-con e-parent\" data-id=\"3de07e6\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-6afab30 elementor-button-info elementor-widget elementor-widget-button\" data-id=\"6afab30\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"#\">\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\">IR ARRIBA<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\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\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"featured_media":0,"template":"","meta":{"_acf_changed":false,"_uag_custom_page_level_css":"","wpupg_custom_link":[],"wpupg_custom_link_behaviour":[],"wpupg_custom_link_nofollow":[],"wpupg_custom_image":[],"wpupg_custom_image_id":[],"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":"","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":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center 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Las distintas unidades tem\u00e1ticas permiten adquirir los conocimientos m\u00ednimos necesarios para aplicar las tecnolog\u00edas asociadas a la tem\u00e1tica, mediante la realizaci\u00f3n de programas de computadoras para manipulaci\u00f3n de im\u00e1genes digitales, rectificaci\u00f3n de invariantes de transformaciones homog\u00e9neas, detecci\u00f3n y descripci\u00f3n de caracter\u00edsticas, clasificaci\u00f3n, as\u00ed como detecci\u00f3n de objetos utilizando redes neuronales convolucionales.","contenidos":"No corresponde","objetivos":"Que los y las estudiantes sean capaces de:\r\nAdquirir conocimientos espec\u00edficos del estado del arte de la visi\u00f3n por computadoras y sus principales \u00e1reas de trabajo.\r\nAdquirir habilidades pr\u00e1cticas mediante la resoluci\u00f3n y codificaci\u00f3n de problemas cl\u00e1sicos del \u00e1rea y de aplicaci\u00f3n en la industria.\r\nDesarrollar las capacidades para el dise\u00f1o y codificaci\u00f3n de aplicaciones reales, que constituyan para el\/la estudiante futuro\/a ingeniero\/a una importante herramienta para su vida profesional.\r\n","regularidad":"Regularizaci\u00f3n y Aprobaci\u00f3n directa\r\nPara regularizar se requiere la realizaci\u00f3n de una cantidad de trabajos pr\u00e1cticos de diferente puntuaci\u00f3n, la suma de los puntos obtenidos debe ser igual o mayor a 60.\r\nPara aprobar la asignatura en forma directa se requiere la realizaci\u00f3n de un coloquio de defensa de los trabajos pr\u00e1cticos realizados para lograr la regularizaci\u00f3n.\r\n","titular":[4237,4201],"programa_pdf":4998,"programa_materia_psd":"https:\/\/dptoelectronica.frc.utn.edu.ar\/electronica\/wp-content\/uploads\/2026\/03\/54_e_Planificacion_VisionPorComputadoras_11_CG_V_7.pdf"},"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false},"uagb_author_info":{"display_name":"Karina Corvalan","author_link":"https:\/\/dptoelectronica.frc.utn.edu.ar\/electronica\/author\/"},"uagb_comment_info":0,"uagb_excerpt":"Presentaci\u00f3n Datos Administrativos Regimen Horas C\u00e1tedra Semanal Programa PDF VER PDF &#8211; WEB Contenidos M\u00ednimos Objetivos IR ARRIBA","_links":{"self":[{"href":"https:\/\/dptoelectronica.frc.utn.edu.ar\/electronica\/wp-json\/wp\/v2\/materia\/4104","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/dptoelectronica.frc.utn.edu.ar\/electronica\/wp-json\/wp\/v2\/materia"}],"about":[{"href":"https:\/\/dptoelectronica.frc.utn.edu.ar\/electronica\/wp-json\/wp\/v2\/types\/materia"}],"version-history":[{"count":1,"href":"https:\/\/dptoelectronica.frc.utn.edu.ar\/electronica\/wp-json\/wp\/v2\/materia\/4104\/revisions"}],"predecessor-version":[{"id":4999,"href":"https:\/\/dptoelectronica.frc.utn.edu.ar\/electronica\/wp-json\/wp\/v2\/materia\/4104\/revisions\/4999"}],"acf:post":[{"embeddable":true,"href":"https:\/\/dptoelectronica.frc.utn.edu.ar\/electronica\/wp-json\/wp\/v2\/docente\/4201"},{"embeddable":true,"href":"https:\/\/dptoelectronica.frc.utn.edu.ar\/electronica\/wp-json\/wp\/v2\/docente\/4237"}],"wp:attachment":[{"href":"https:\/\/dptoelectronica.frc.utn.edu.ar\/electronica\/wp-json\/wp\/v2\/media?parent=4104"}],"wp:term":[{"taxonomy":"anio","embeddable":true,"href":"https:\/\/dptoelectronica.frc.utn.edu.ar\/electronica\/wp-json\/wp\/v2\/anio?post=4104"},{"taxonomy":"fecha_examen","embeddable":true,"href":"https:\/\/dptoelectronica.frc.utn.edu.ar\/electronica\/wp-json\/wp\/v2\/fecha_examen?post=4104"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}