{"id":1808,"date":"2022-07-24T05:54:05","date_gmt":"2022-07-24T05:54:05","guid":{"rendered":"https:\/\/pcyti.izt.uam.mx\/?p=1808"},"modified":"2022-07-24T05:54:06","modified_gmt":"2022-07-24T05:54:06","slug":"generacion-de-videos-deepfake","status":"publish","type":"post","link":"https:\/\/pcyti.izt.uam.mx\/?p=1808","title":{"rendered":"Generaci\u00f3n de videos deepfake"},"content":{"rendered":"\n<p><a href=\"https:\/\/pcyti.izt.uam.mx\/wordpress\/wp-content\/uploads\/Generaci%C3%B3n-de-videos-deepfake_MCyTI2021.pdf\">Descargar versi\u00f3n completa (PDF)<\/a><\/p>\n\n\n\n<p><strong>Profesores:&nbsp;<\/strong><a href=\"https:\/\/pcyti.izt.uam.mx\/wordpress\/?page_id=198&amp;SingleProduct=195\">Dr.&nbsp;Pedro Lara Vel\u00e1zquez<\/a>&nbsp;y&nbsp;<a href=\"https:\/\/pcyti.izt.uam.mx\/wordpress\/?page_id=2594&amp;SingleProduct=218\">Dr.&nbsp;Eric Alfredo Rinc\u00f3n Garc\u00ed\u00ada<\/a><\/p>\n\n\n\n<p><strong>Resumen:&nbsp;<\/strong>Deepfake es una t\u00e9cnica de aprendizaje no supervisado, para alterar videos, produciendo un resultado falso pero realista. Programar un algoritmo capaz de producir videos deepfake, requiere de s\u00f3lidos conocimientos en programaci\u00f3n, y en aprendizaje profundo como redes neuronales convolucionales y autoencoders. Por lo tanto, es una tarea que pone a prueba los conocimientos de cualquier persona interesada en aprendizaje automatizado. En este proyecto se desarrollar\u00e1n algoritmos basados en redes neuronales para la generaci\u00f3n de videos deepkafe.<\/p>\n\n\n\n<p><strong>Objetivo general:<\/strong><\/p>\n\n\n\n<p>Desarrollar al menos dos algoritmos basados en redes neuronales para la generaci\u00f3n de videos deepfake.<\/p>\n\n\n\n<p><strong>Objetivos espec\u00edficos:<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>Estudiar los principios m\u00e1s importantes sobre redes neuronales<\/li><li>Generar un algoritmo para la producci\u00f3n de videos deepfake basado en autoencoders<\/li><li>Revisar el estado del arte, para seleccionar un modelo diferente al mencionado en el punto anterior, adecuado al problema<\/li><li>Generar un algoritmo basado en el modelo seleccionado<\/li><li>Realizar el entrenamiento de los algoritmos y probar su desempe\u00f1o en diferentes instancias<\/li><li>Reportar los resultados obtenidos en la Id\u00f3nea Comunicaci\u00f3n de Resultados (ICR)<\/li><\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Descargar versi\u00f3n completa (PDF) Profesores:&nbsp;Dr.&nbsp;Pedro Lara Vel\u00e1zquez&nbsp;y&nbsp;Dr.&nbsp;Eric Alfredo Rinc\u00f3n Garc\u00ed\u00ada Resumen:&nbsp;Deepfake es una t\u00e9cnica de aprendizaje no supervisado, para alterar videos, produciendo un resultado falso pero realista. Programar un algoritmo capaz de producir videos deepfake, requiere de s\u00f3lidos conocimientos en programaci\u00f3n, y en aprendizaje profundo como redes neuronales convolucionales y autoencoders. Por lo tanto, es<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_lmt_disableupdate":"","_lmt_disable":"","footnotes":""},"categories":[75],"tags":[],"class_list":["post-1808","post","type-post","status-publish","format-standard","hentry","category-75"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.2 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Generaci\u00f3n de videos deepfake - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n<\/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:\/\/pcyti.izt.uam.mx\/?p=1808\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Generaci\u00f3n de videos deepfake - Posgrado en Ciencias y Tecnolog\u00edas de la Informaci\u00f3n\" \/>\n<meta property=\"og:description\" content=\"Descargar versi\u00f3n completa (PDF) Profesores:&nbsp;Dr.&nbsp;Pedro Lara Vel\u00e1zquez&nbsp;y&nbsp;Dr.&nbsp;Eric Alfredo Rinc\u00f3n Garc\u00ed\u00ada Resumen:&nbsp;Deepfake es una t\u00e9cnica de aprendizaje no supervisado, para alterar videos, produciendo un resultado falso pero realista. Programar un algoritmo capaz de producir videos deepfake, requiere de s\u00f3lidos conocimientos en programaci\u00f3n, y en aprendizaje profundo como redes neuronales convolucionales y autoencoders. 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