{"id":20732,"date":"2023-07-03T11:17:55","date_gmt":"2023-07-03T15:17:55","guid":{"rendered":"https:\/\/drive2data.com\/es\/?p=20732"},"modified":"2024-05-03T09:56:24","modified_gmt":"2024-05-03T13:56:24","slug":"computer-vision-que-hay-de-nuevo","status":"publish","type":"post","link":"https:\/\/drive2data.com\/es\/computer-vision-que-hay-de-nuevo\/","title":{"rendered":"Computer Vision: \u00bfQu\u00e9 hay de nuevo?"},"content":{"rendered":"<p>[et_pb_section fb_built=\u00bb1&#8243; admin_label=\u00bbsection\u00bb _builder_version=\u00bb4.16&#8243; global_colors_info=\u00bb{}\u00bb][et_pb_row admin_label=\u00bbrow\u00bb _builder_version=\u00bb4.21.0&#8243; background_color=\u00bb#000000&#8243; background_size=\u00bbinitial\u00bb background_position=\u00bbtop_left\u00bb background_repeat=\u00bbrepeat\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.16&#8243; custom_padding=\u00bb|||\u00bb global_colors_info=\u00bb{}\u00bb custom_padding__hover=\u00bb|||\u00bb][et_pb_text _builder_version=\u00bb4.21.0&#8243; _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p>&nbsp;<\/p>\n<p>En los \u00faltimos a\u00f1os, la Computer Vision ha crecido, gracias a la aparici\u00f3n de t\u00e9cnicas de Machine Learning cada vez m\u00e1s avanzadas que nos han permitido lograr un rendimiento comparable al del cerebro humano.<\/p>\n<p>La creciente capacidad de analizar flujos de v\u00eddeo ha demostrado que Computer Visi\u00f3n es una de las soluciones de software m\u00e1s prometedoras en el campo de la Inteligencia Artificial. Cada vez m\u00e1s empresas dirigen su atenci\u00f3n a esta tecnolog\u00eda para mejorar su rendimiento empresarial.<\/p>\n<p>\u00bfC\u00f3mo funcionan los algoritmos de visi\u00f3n por computadora y qu\u00e9 oportunidades pueden ofrecer?<\/p>\n<h2>LAS TAREAS DE LA <span style=\"color: #ff9900;\">Computer<\/span> Vision<\/h2>\n<p>Los algoritmos de <strong>Computer Vision (CV)<\/strong> pueden realizar investigaciones en profundidad de una imagen, dependiendo de las t\u00e9cnicas utilizadas, el tipo de imagen y el tipo de tarea realizada. Los notables avances que est\u00e1 registrando el CV se deben principalmente al desarrollo de las t\u00e9cnicas de Deep Learning, la rama m\u00e1s avanzada del Machine Learning.<\/p>\n<p>Entre las posibles tareas se encuentran:<\/p>\n<ul>\n<li><strong>Clasificaci\u00f3n de im\u00e1genes<\/strong>: an\u00e1lisis de contenido de im\u00e1genes y atribuci\u00f3n de etiquetas sem\u00e1nticas;<\/li>\n<li><strong>Detecci\u00f3n de objetos<\/strong>: b\u00fasqueda e identificaci\u00f3n de uno o m\u00e1s objetos dentro de una imagen o flujo de v\u00eddeo;<\/li>\n<li><strong>Segmentaci\u00f3n de objetos<\/strong>: de manera similar, para la detecci\u00f3n de objetos, b\u00fasqueda de objetos dentro de im\u00e1genes o flujos de video. Cuando se detecta, los contornea con precisi\u00f3n. La segmentaci\u00f3n puede hacerse m\u00e1s evidente por la presencia de \u00abformas de color\u00bb alrededor de los objetos detectados; no incluye caracter\u00edsticas de mejora de la imagen;<\/li>\n<li><strong>Superresoluci\u00f3n de imagen<\/strong>: redefinici\u00f3n de una imagen, aumentando su resoluci\u00f3n y calidad de definici\u00f3n de imagen;<\/li>\n<li><strong>Reconocimiento facial<\/strong>: reconocimiento facial de personas;<\/li>\n<li><strong>Comparaci\u00f3n de caras<\/strong>: la comparaci\u00f3n de 2 caras, presentes en diferentes im\u00e1genes, con el objetivo de identificar si las caras pertenecen a la misma persona.<\/li>\n<li><strong>Reconocimiento de acciones<\/strong>: identificaci\u00f3n de una o m\u00e1s entidades y su relaci\u00f3n en el tiempo y el espacio para identificar y describir acciones espec\u00edficas;<\/li>\n<li><strong>Reconocimiento de emociones<\/strong>: sentir el sentimiento de una imagen;<\/li>\n<li><strong>Edici\u00f3n de im\u00e1genes<\/strong>: cambios en una imagen (ej: oscurecimiento de datos sensibles).<\/li>\n<\/ul>\n<p>Adem\u00e1s, hay varias maneras en que una arquitectura de Visi\u00f3n Artificial puede extraer informaci\u00f3n de las im\u00e1genes:<\/p>\n<ol>\n<li>Caracter\u00edsticas hechas a mano<\/li>\n<li>Computer Visi\u00f3n Caracter\u00edsticas<\/li>\n<li>Caracter\u00edsticas basadas en datos<\/li>\n<\/ol>\n<p>Todos pueden ser seleccionados individualmente o combinados dependiendo de las necesidades del an\u00e1lisis. El primero se basa en el concepto de que los algoritmos pueden extraer y definir lo que es relevante en la imagen (ej. un color espec\u00edfico, forma, \u00e1rea, tama\u00f1o), mientras que el segundo se basa en la divisi\u00f3n en segmentos peque\u00f1os para permitir un an\u00e1lisis m\u00e1s profundo.<\/p>\n<p>La verdadera frontera de la Computer Vision sin embargo, son las t\u00e9cnicas basadas en Data Driven Features, que permiten el reconocimiento y clasificaci\u00f3n de im\u00e1genes sin tener que dise\u00f1ar la fase de extracci\u00f3n de caracter\u00edsticas que se lleva a cabo por redes neuronales.<\/p>\n<h3>\u00bfC\u00f3mo funciona la <span style=\"color: #ff9900;\">CV<\/span>?<\/h3>\n<p>\u00bfPero c\u00f3mo reconoce una m\u00e1quina los objetos en una secuencia de v\u00eddeo? Todo el sistema se basa en 3 pasos b\u00e1sicos:<\/p>\n<p><strong>1.<\/strong> <strong>Captura de im\u00e1genes<\/strong>: Las im\u00e1genes son capturadas por el ordenador, incluso en tiempo real, utilizando fotos o tecnolog\u00eda 3D, con el objetivo de analizarlas.<\/p>\n<p><strong>2.<\/strong> <strong>Procesamiento de im\u00e1genes<\/strong>: Los modelos de Deep Learning permiten que la m\u00e1quina procese la imagen mediante tareas espec\u00edficas.\u00a0<\/p>\n<p><strong>3<\/strong>. <strong>Interpretaci\u00f3n de la imagen<\/strong>: Por \u00faltimo, la m\u00e1quina identifica, comprende y clasifica la imagen procesada y realiza acciones o informes.<\/p>\n<p>Machine Learning le permite entrenar sistemas para entender el contexto de una foto sobre la base de un conjunto de datos y de esta manera puede entender lo que representan todos los n\u00fameros que est\u00e1 analizando. De hecho, es esencial saber que una m\u00e1quina no ve la imagen como la vemos, sino que observa un conjunto de n\u00fameros que deben procesarse e interpretarse de acuerdo a c\u00f3mo est\u00e1n organizados.<\/p>\n<p><strong>Computer Visi\u00f3n<\/strong> puede entrenarse para volverse mejor y m\u00e1s h\u00e1bil que la visi\u00f3n humana, de hecho cuando una imagen es ambigua podemos continuar entrenando el sistema con otros tipos de im\u00e1genes hasta que la computadora tenga suficientes datos para poder distinguirlas perfectamente.<\/p>\n<p>&nbsp;<\/p>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=\u00bb4.21.0&#8243; _module_preset=\u00bbdefault\u00bb background_color=\u00bb#000000&#8243; global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.21.0&#8243; _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_divider _builder_version=\u00bb4.21.0&#8243; _module_preset=\u00bbdefault\u00bb background_color=\u00bb#000000&#8243; global_colors_info=\u00bb{}\u00bb][\/et_pb_divider][et_pb_button button_url=\u00bbhttps:\/\/drive2data.com\/es\/\u00bb url_new_window=\u00bbon\u00bb button_text=\u00bbDescubre m\u00e1s en nuestro sitio\u00bb button_alignment=\u00bbcenter\u00bb _builder_version=\u00bb4.21.0&#8243; _module_preset=\u00bbdefault\u00bb custom_button=\u00bbon\u00bb button_text_size=\u00bb22px\u00bb button_text_color=\u00bb#ffb300&#8243; button_bg_color=\u00bb#020000&#8243; button_border_width=\u00bb1px\u00bb button_border_color=\u00bb#E09900&#8243; button_border_radius=\u00bb10px\u00bb button_font=\u00bb|600|||||||\u00bb button_use_icon=\u00bboff\u00bb background_layout=\u00bbdark\u00bb custom_margin=\u00bb||2%||false|false\u00bb custom_padding=\u00bb16px|16px|16px|16px|false|true\u00bb box_shadow_style=\u00bbpreset1&#8243; locked=\u00bboff\u00bb global_colors_info=\u00bb{%22gcid-f2ce690f-aeee-4241-a830-be586ba3dd75%22:%91%93}\u00bb][\/et_pb_button][et_pb_divider show_divider=\u00bboff\u00bb _builder_version=\u00bb4.21.0&#8243; _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][\/et_pb_divider][\/et_pb_column][\/et_pb_row][et_pb_row _builder_version=\u00bb4.21.0&#8243; _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb4_4&#8243; _builder_version=\u00bb4.21.0&#8243; _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_text _builder_version=\u00bb4.20.2&#8243; _module_preset=\u00bbdefault\u00bb background_color=\u00bb#000000&#8243; locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<h5 style=\"text-align: center;\">Podr\u00eda interesarte tambi\u00e9n&#8230;\u00a0<\/h5>\n<p>[\/et_pb_text][\/et_pb_column][\/et_pb_row][et_pb_row column_structure=\u00bb1_2,1_2&#8243; _builder_version=\u00bb4.20.2&#8243; _module_preset=\u00bbdefault\u00bb background_color=\u00bb#000000&#8243; locked=\u00bboff\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_column type=\u00bb1_2&#8243; _builder_version=\u00bb4.20.2&#8243; _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_blurb title=\u00bbAI E MACHINE LEARNING: ES EL L\u00cdDER DE LA CYBER PROTECTION\u00bb image=\u00bbhttps:\/\/drive2data.com\/es\/wp-content\/uploads\/2023\/04\/Preview-_Articolo.png\u00bb alt=\u00bbCyber_Protection_Drive2Data\u00bb _builder_version=\u00bb4.20.4&#8243; _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p><span>La relaci\u00f3n entre Inteligencia Artificial y Ciber Protection se ha establecido y est\u00e1 destinada a ser cada vez m\u00e1s simbi\u00f3tica. Las herramientas de Cyber Intelligence aprovechan al m\u00e1ximo las tecnolog\u00edas de Machine Learning y Deep Learning para diversos fines, desde el&#8230;<\/span><\/p>\n<p><span><a href=\"https:\/\/drive2data.com\/es\/news\/ai-e-machine-learning-es-el-lider-de-la-cyber-protection\/\" class=\"more-link\">leer m\u00e1s<\/a><\/span><\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][et_pb_column type=\u00bb1_2&#8243; _builder_version=\u00bb4.20.2&#8243; _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb][et_pb_blurb title=\u00bbEnterprise Data Management: c\u00f3mo gestionar el Big Data\u00bb image=\u00bbhttps:\/\/drive2data.com\/es\/wp-content\/uploads\/2023\/04\/Preview.png\u00bb alt=\u00bbEnterprise_Data_management\u00bb _builder_version=\u00bb4.20.4&#8243; _module_preset=\u00bbdefault\u00bb global_colors_info=\u00bb{}\u00bb]<\/p>\n<p>Enterprise Data Management (EDM) se refiere a la capacidad de una empresa para definir, integrar y recopilar con precisi\u00f3n datos de diversas fuentes con precisi\u00f3n, atenci\u00f3n y eficacia. El 89% de los Business manager han declarado..<\/p>\n<p><a href=\"https:\/\/drive2data.com\/es\/news\/enterprise-data-management-como-gestionar-con-eficacia-el-big-data\/\" class=\"more-link\">leer m\u00e1s<\/a><\/p>\n<p>[\/et_pb_blurb][\/et_pb_column][\/et_pb_row][\/et_pb_section]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp; En los \u00faltimos a\u00f1os, la Computer Vision ha crecido, gracias a la aparici\u00f3n de t\u00e9cnicas de Machine Learning cada vez m\u00e1s avanzadas que nos han permitido lograr un rendimiento comparable al del cerebro humano. La creciente capacidad de analizar flujos de v\u00eddeo ha demostrado que Computer Visi\u00f3n es una de las soluciones de software [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":20733,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_et_pb_use_builder":"on","_et_pb_old_content":"","_et_gb_content_width":"","footnotes":""},"categories":[184],"tags":[200,217,241,240,192,188,187,199,216,239],"class_list":["post-20732","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-news","tag-ai","tag-artificial-intelligence","tag-computervision","tag-cv","tag-cybersecurity","tag-datos","tag-digitalizacion","tag-machine-learning","tag-tech","tag-technology"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Computer Vision: \u00bfQu\u00e9 hay de nuevo? - Drive2Data Inc.<\/title>\n<meta name=\"description\" content=\".Computer Vision: \u00bfQu\u00e9 hay de nuevo? 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