{"id":12213,"date":"2020-02-20T11:56:04","date_gmt":"2020-02-20T11:56:04","guid":{"rendered":"https:\/\/projectsofar.info\/aisuperior\/?post_type=blog&#038;p=12213"},"modified":"2023-12-07T16:34:46","modified_gmt":"2023-12-07T16:34:46","slug":"latest-trends-in-ai-and-how-they-can-help-your-business","status":"publish","type":"blog","link":"https:\/\/aisuperior.com\/es\/blog\/latest-trends-in-ai-and-how-they-can-help-your-business\/","title":{"rendered":"\u00daltimas tendencias en IA y c\u00f3mo pueden ayudar a su empresa"},"content":{"rendered":"<p>La Inteligencia Artificial (IA) se ha convertido en un elemento principal en todas las industrias y, desde los CXO hasta los desarrolladores, todos buscan aprovechar la IA y la ciencia de datos de una manera que se convierta en un componente est\u00e1ndar de varios procesos comerciales. La IA puede contribuir tanto a los resultados como a los ingresos\u00a0<a href=\"https:\/\/aisuperior.com\/es\/blog\/why-you-should-outsource-your-data-science-tasks\/\">impacto para las organizaciones con costos de inversi\u00f3n comparativamente menores<\/a>. La incorporaci\u00f3n de IA y aprendizaje autom\u00e1tico supondr\u00e1 un cambio de paradigma para las empresas que hasta la fecha depend\u00edan de motores basados en reglas para impulsar sus negocios. Esto ayuda a establecer un proceso aut\u00f3nomo y de autocuraci\u00f3n que evolucionar\u00e1 con el tiempo hasta convertirse en una parte indispensable del crecimiento de una organizaci\u00f3n.<\/p>\n<h3 class=\"wp-block-heading\">\u00daltimos desarrollos<\/h3>\n<p>Literalmente, cada mes evidenciamos nuevos desarrollos y tendencias que suceden en los campos de la IA y el aprendizaje autom\u00e1tico. Esto a menudo conduce a aplicaciones que transforman radicalmente las empresas. Aqu\u00ed est\u00e1n los m\u00e1s calientes.<\/p>\n<h3 class=\"wp-block-heading\">Generar im\u00e1genes artificialmente utilizando redes generativas adversarias<\/h3>\n<p>Las redes generativas adversarias (GAN) son modelos de aprendizaje profundo relativamente nuevos que permiten generar instancias artificiales (principalmente im\u00e1genes) basadas en instancias presentadas anteriormente. Existen varias versiones de modelos GAN, como StyleGAN, DCGAN, etc., que permiten transferir estilos, motivos, etc. Esto, a su vez, encuentra muchas aplicaciones para crear im\u00e1genes artificiales de obras de arte, patrones de dise\u00f1o, modelos, etc.<\/p>\n<h3>Implicaciones comerciales:<\/h3>\n<ul>\n<li>Dise\u00f1o de prendas, arte y texturas (aporta ideas de dise\u00f1o novedosas, reduce costos)<\/li>\n<li>Modelado financiero (genera datos sint\u00e9ticos para entrenar modelos complejos)<\/li>\n<li>Otros: reducci\u00f3n de ruido en im\u00e1genes, etc.<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">Marcos de aprendizaje profundo para dispositivos perimetrales<\/h3>\n<p>Con la proliferaci\u00f3n de dispositivos perimetrales, existe una gran necesidad de implementar modelos de aprendizaje profundo que puedan utilizar recursos y potencia computacional limitados, pero que proporcionen el resultado deseado. Los modelos tradicionales de aprendizaje profundo que requieren potencia de GPU no se pueden implementar en dichos dispositivos y, por lo tanto, requieren un convertidor para comprimir estos modelos sin una p\u00e9rdida importante de rendimiento. Marcos de aprendizaje profundo como\u00a0<a href=\"https:\/\/www.tensorflow.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">TensorFlow<\/a>\u00a0y\u00a0<a href=\"https:\/\/pytorch.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">PyTorch\u00a0<\/a>han lanzado recientemente dichos convertidores.<\/p>\n<h3>Implicaciones comerciales:<\/h3>\n<ul>\n<li>An\u00e1lisis avanzado en dispositivos Edge, por ejemplo, tareas complejas de visi\u00f3n por computadora en tel\u00e9fonos inteligentes (reconocimiento facial, detecci\u00f3n de pose, etc.) y c\u00e1maras (identificaci\u00f3n personal)<\/li>\n<li>Otros: an\u00e1lisis de dispositivos port\u00e1tiles, etc.<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">Modelos de lenguaje preentrenados a gran escala<\/h3>\n<p>Las \u00faltimas innovaciones en modelos de lenguaje han mejorado la capacidad de procesamiento del lenguaje natural (PLN). Basado en nuevas arquitecturas Transformer\u00a0<a href=\"https:\/\/en.wikipedia.org\/wiki\/BERT_(language_model)\" target=\"_blank\" rel=\"noreferrer noopener\">BERT\u00a0<\/a>lanzado por Google, as\u00ed como otros modelos similares a BERT, supuso un verdadero avance en la PNL. Esto permiti\u00f3 que muchas empresas produjeran cientos de aplicaciones pr\u00e1cticas y casos de uso.<\/p>\n<h3>Implicaciones comerciales:<\/h3>\n<ul>\n<li>Clasificaci\u00f3n y categorizaci\u00f3n de textos.<\/li>\n<li>Chatbots y sistema de respuesta a preguntas (QnA)<\/li>\n<li>Otros: detecci\u00f3n de opiniones, traducci\u00f3n autom\u00e1tica, reconocimiento de entidades nombradas, resumen<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">Aprendizaje por refuerzo aplicado<\/h3>\n<p>El aprendizaje por refuerzo tiene un amplio uso en diversas industrias donde las decisiones o resultados son completamente aut\u00f3nomos. Los modelos RL anteriores se limitan al espacio de investigaci\u00f3n, mientras que ahora las empresas est\u00e1n evaluando el uso de modelos RL para simular un entorno en tiempo real donde pueden probar sus modelos predictivos o entrenar robots.<\/p>\n<h3>Implicaciones comerciales:<\/h3>\n<ul>\n<li>Simule escenarios en tiempo real para sus procesos de negocio y pruebe algoritmos.<\/li>\n<li>Definici\u00f3n de estrategias comerciales y simulaci\u00f3n de transacciones.<\/li>\n<li>Proceso de simulaci\u00f3n basado en RL para probar el comportamiento del cliente.<\/li>\n<li>Utilizaci\u00f3n en la industria del juego para dise\u00f1ar robots de IA con apariencia humana<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">Interoperabilidad del modelo<\/h3>\n<p>Como existe una amplia gama de marcos de aprendizaje profundo, es necesario tener un marco que pueda ayudar a transferir el modelo de un marco de aprendizaje profundo a otro. Por ejemplo, es posible que sea necesario convertir un modelo creado con TensorFlow en PyTorch sin p\u00e9rdida de par\u00e1metros.<\/p>\n<h3>Implicaciones comerciales:<\/h3>\n<ul>\n<li>Capacidad para interoperar modelos basados en diferentes marcos de aprendizaje profundo<\/li>\n<li>Implementar modelos utilizando varios marcos y plataformas.<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">Falsificaciones profundas y detectores de falsificaciones profundas<\/h3>\n<p>Los avances en la tecnolog\u00eda de aprendizaje profundo han allanado el camino para sintetizar artificialmente las reacciones del rostro humano. La tecnolog\u00eda Deep Fakes tiene el potencial de revolucionar el espacio de creaci\u00f3n de contenido de video donde el dise\u00f1ador puede usarlo para generar nuevos videos sin necesidad de la persona real. Hay varios videos publicados donde los rostros de los artistas en el video son reemplazados por los de otra persona.<\/p>\n<h3>Implicaciones comerciales:<\/h3>\n<ul>\n<li>Generaci\u00f3n de contenido: para generar contenido de video nuevo sin necesidad de la presencia f\u00edsica de los artistas despu\u00e9s de obtener los permisos correspondientes.<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">\u00bfC\u00f3mo debo seguir todas estas tendencias?<\/h3>\n<p>Estas son s\u00f3lo algunas de las tendencias que empiezan a ser utilizadas por algunos actores empresariales. Para seguir siendo competitivo en el mercado y aprovechar todo el poder de la IA, es el momento adecuado para pensar en su equipo de ciencia de datos.\u00a0<a href=\"https:\/\/aisuperior.com\/es\/blog\/why-you-should-outsource-your-data-science-tasks\/\">\u00bfIn-house o subcontratado?<\/a><\/p>\n<p>Si necesita ayuda para implementar tecnolog\u00edas de inteligencia artificial de \u00faltima generaci\u00f3n, simplemente env\u00ede <a href=\"https:\/\/aisuperior.com\/es\/contact\/\">Cont\u00e1ctenos<\/a>. Nos pondremos en contacto con usted inmediatamente.<\/p>","protected":false},"excerpt":{"rendered":"<p>Artificial Intelligence (AI) has become a main stay across the industries and right from CXOs to developers, all are looking to leverage AI and Data Science in a way that it will become a standard building component of various business processes. AI can bring in both bottom line and top line\u00a0impact for the organizations with [&hellip;]<\/p>\n","protected":false},"featured_media":12214,"template":"","meta":{"_acf_changed":false,"inline_featured_image":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","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":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"default","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 center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}}},"categories":[8],"class_list":["post-12213","blog","type-blog","status-publish","has-post-thumbnail","hentry","category-ai","blog_category-ai"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - 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