{"id":3188,"date":"2022-02-14T13:37:25","date_gmt":"2022-02-14T18:37:25","guid":{"rendered":"https:\/\/educacioncontinua.pascualbravo.edu.co\/?post_type=product&#038;p=3188"},"modified":"2024-11-29T18:07:33","modified_gmt":"2024-11-29T23:07:33","slug":"aplicaciones-de-deep-learning-en-vision-artificial","status":"publish","type":"product","link":"https:\/\/educacioncontinua.pascualbravo.edu.co\/?product=aplicaciones-de-deep-learning-en-vision-artificial","title":{"rendered":"Aplicaciones de Deep Learning en visi\u00f3n artificial"},"content":{"rendered":"<p>El aprendizaje de m\u00e1quina o machine learning es actualmente una de las ramas m\u00e1s estudiadas de la inteligencia artificial. El Deep Learning o aprendizaje profundo es una versi\u00f3n reciente del machine learning que ha tomado mucha importancia en los \u00faltimos a\u00f1os, debido a que con este tipo de aprendizaje se han solucionado eficientemente una gran cantidad de problemas que con el aprendizaje de m\u00e1quina cl\u00e1sico estaban lejos de ser solucionados o se encontraban\u00a0 soluciones parciales.<\/p>\n<p>El Deep Learning es la base de la mayor\u00eda de las aplicaciones de procesamiento de im\u00e1genes con inteligencia artificial que se usan d\u00eda a d\u00eda. Por esto es imprescindible que las personas que est\u00e9n interesadas en el an\u00e1lisis autom\u00e1tico de im\u00e1genes conozcan las diferentes aplicaciones que ofrece el Deep Learning para este fin. Adem\u00e1s, las personas que piensen utilizar las herramientas que el Deep Learning provee, deben conocer las bases del funcionamiento de estas y as\u00ed obtener una visi\u00f3n clara de los alcances y las limitaciones que pueden tener.<\/p>\n<h5>Objetivo general:<\/h5>\n<p>Fundamentar las aplicaciones de Deep learning para la visi\u00f3n artificial mediante la revisi\u00f3n de algunos conceptos y su aplicaci\u00f3n en ejercicios pr\u00e1cticos.<\/p>\n<h5>Objetivos espec\u00edficos:<\/h5>\n<ul>\n<li>Conocer los fundamentos del Deep Learning aplicado a im\u00e1genes para la clasificaci\u00f3n y detecci\u00f3n de objetos.<\/li>\n<li>Explorar las aplicaciones de Deep learning basadas en redes deconvolucionales para la generaci\u00f3n de im\u00e1genes.<\/li>\n<\/ul>\n<h5>Lo que vas a aprender:<\/h5>\n<p><!--aqu\u00ed empieza acoerde\u00f3n de qu\u00e9 vas a aprender--><\/p>\n<div id=\"accordionExample\" class=\"accordion\">\n<div class=\"card ec-card\">\n<div id=\"headingOne\" class=\"card-header ec-header\">\n<p><button class=\"btn btn-link btn-block text-left ec-btn\" type=\"button\" data-toggle=\"collapse\" data-target=\"#collapseOne\"><br \/>\nClasificaci\u00f3n y Detecci\u00f3n en Im\u00e1genes<br \/>\n<\/button><\/p>\n<\/div>\n<div id=\"collapseOne\" class=\"collapse show\" aria-labelledby=\"headingOne\" data-parent=\"#accordionExample\">\n<div class=\"card-body ec-cardbody\">\n<ul>\n<li>Redes Neuronales Convolucionales.<\/li>\n<li>Clasificaci\u00f3n de im\u00e1genes.<\/li>\n<li>Detecci\u00f3n de objetos.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<div class=\"card ec-card\">\n<div id=\"headingTwo\" class=\"card-header ec-header\">\n<p><button class=\"btn btn-link btn-block text-left collapsed ec-btn\" type=\"button\" data-toggle=\"collapse\" data-target=\"#collapseTwo\"><br \/>\nSegmentaci\u00f3n y Generaci\u00f3n de Im\u00e1genes<br \/>\n<\/button><\/p>\n<\/div>\n<div id=\"collapseTwo\" class=\"collapse\" aria-labelledby=\"headingTwo\" data-parent=\"#accordionExample\">\n<div class=\"card-body ec-cardbody\">\n<ul>\n<li>Deconvoluci\u00f3n y Auto Encoders.<\/li>\n<li>Segmentaci\u00f3n Sem\u00e1ntica.<\/li>\n<li>Transferencia de estilo.<\/li>\n<li>Generaci\u00f3n de im\u00e1genes.<\/li>\n<\/ul>\n<\/div>\n<\/div>\n<\/div>\n<\/div>\n<p><!--aqu\u00ed termina acoerde\u00f3n de qu\u00e9 vas a aprender--><\/p>\n<p>El inicio del curso se encuentra sujeto a la inscripci\u00f3n del cupo m\u00ednimo de 15 participantes.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>El aprendizaje de m\u00e1quina o machine learning es actualmente una de las ramas m\u00e1s estudiadas de la inteligencia artificial. El Deep Learning o aprendizaje profundo es una versi\u00f3n reciente del machine learning que ha tomado mucha importancia en los \u00faltimos a\u00f1os, debido a que con este tipo de aprendizaje se han solucionado eficientemente una gran [&hellip;]<\/p>\n","protected":false},"featured_media":3211,"comment_status":"open","ping_status":"closed","template":"","meta":{"_acf_changed":false},"product_cat":[15],"product_tag":[],"tipo_oferta":[88],"modalidad":[92],"nivel":[112],"tipo_de_programa":[103],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.9 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Aplicaciones de Deep Learning en visi\u00f3n artificial - Unidad de Educaci\u00f3n Continua - I.U. Pascual Bravo<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/educacioncontinua.pascualbravo.edu.co\/?product=aplicaciones-de-deep-learning-en-vision-artificial\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Aplicaciones de Deep Learning en visi\u00f3n artificial - Unidad de Educaci\u00f3n Continua - I.U. Pascual Bravo\" \/>\n<meta property=\"og:description\" content=\"El aprendizaje de m\u00e1quina o machine learning es actualmente una de las ramas m\u00e1s estudiadas de la inteligencia artificial. 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