{"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\/de\/blog\/latest-trends-in-ai-and-how-they-can-help-your-business\/","title":{"rendered":"Die neuesten Trends in der KI und wie sie Ihrem Unternehmen helfen k\u00f6nnen"},"content":{"rendered":"<p>K\u00fcnstliche Intelligenz (KI) ist branchen\u00fcbergreifend zu einem festen Bestandteil geworden, und von CXOs bis hin zu Entwicklern wollen alle KI und Data Science so nutzen, dass sie zu einem Standardbaustein verschiedener Gesch\u00e4ftsprozesse werden. KI kann sowohl den Gewinn als auch den Umsatz steigern.\u00a0<a href=\"https:\/\/aisuperior.com\/de\/blog\/why-you-should-outsource-your-data-science-tasks\/\">Auswirkungen f\u00fcr die Organisationen mit vergleichsweise geringeren Investitionskosten<\/a>. Die Einbindung von KI und maschinellem Lernen wird einen Paradigmenwechsel f\u00fcr Unternehmen bedeuten, die sich bisher auf regelbasierte Engines verlassen haben, um ihr Gesch\u00e4ft voranzutreiben. Dies tr\u00e4gt dazu bei, einen autonomen und selbstheilenden Prozess zu etablieren, der sich im Laufe der Zeit zu einem unverzichtbaren Teil des Unternehmenswachstums entwickeln wird.<\/p>\n<h3 class=\"wp-block-heading\">Neueste Entwicklungen<\/h3>\n<p>Buchst\u00e4blich jeden Monat erleben wir neue Entwicklungen und Trends in den Bereichen KI und maschinelles Lernen. Das f\u00fchrt oft zu Anwendungen, die Unternehmen radikal ver\u00e4ndern. Hier sind die hei\u00dfesten.<\/p>\n<h3 class=\"wp-block-heading\">K\u00fcnstliche Bilderzeugung mit Generative Adversarial Networks<\/h3>\n<p>Generative Adversarial Networks (GANs) sind relativ neue Deep-Learning-Modelle, die es erm\u00f6glichen, k\u00fcnstliche Instanzen (meistens Bilder) auf der Grundlage zuvor pr\u00e4sentierter Instanzen zu generieren. Es gibt verschiedene Versionen von GAN-Modellen wie StyleGAN, DCGAN usw., die die \u00dcbertragung von Stilen, Motiven usw. erm\u00f6glichen. Dies wiederum findet viele Anwendungen zur Erstellung k\u00fcnstlicher Bilder von Kunstwerken, Designmustern, Modellen usw.<\/p>\n<h3>Gesch\u00e4ftliche Auswirkungen:<\/h3>\n<ul>\n<li>Bekleidungs-, Kunst- und Texturdesign (bringt neue Designideen und senkt die Kosten)<\/li>\n<li>Finanzmodellierung (generiert synthetische Daten zum Trainieren komplexer Modelle)<\/li>\n<li>Sonstiges: Rauschunterdr\u00fcckung in Bildern usw.<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">Deep Learning Frameworks f\u00fcr Edge-Ger\u00e4te<\/h3>\n<p>Mit der Verbreitung von Edge-Ger\u00e4ten besteht ein starker Bedarf an der Bereitstellung von Deep-Learning-Modellen, die begrenzte Ressourcen und Rechenleistung nutzen k\u00f6nnen, jedoch die gew\u00fcnschten Ergebnisse liefern. Herk\u00f6mmliche Deep-Learning-Modelle, die GPU-Leistung erfordern, k\u00f6nnen auf solchen Ger\u00e4ten nicht bereitgestellt werden und erfordern daher einen Konverter, um diese Modelle ohne gr\u00f6\u00dfere Leistungseinbu\u00dfen zu komprimieren. Deep-Learning-Frameworks wie\u00a0<a href=\"https:\/\/www.tensorflow.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">TensorFlow<\/a>\u00a0Und\u00a0<a href=\"https:\/\/pytorch.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">PyTorch\u00a0<\/a>haben vor kurzem solche Konverter herausgebracht.<\/p>\n<h3>Gesch\u00e4ftliche Auswirkungen:<\/h3>\n<ul>\n<li>Erweiterte Analysen auf Edge-Ger\u00e4ten, z. B. komplexe Computer Vision-Aufgaben auf Smartphones (Gesichtserkennung, Posenerkennung usw.) und Kameras (pers\u00f6nliche Identifizierung)<\/li>\n<li>Sonstiges: Analyse tragbarer Ger\u00e4te usw.<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">Vorab trainierte Sprachmodelle im gro\u00dfen Ma\u00dfstab<\/h3>\n<p>Neueste Innovationen bei Sprachmodellen haben die Kapazit\u00e4t der Verarbeitung nat\u00fcrlicher Sprache (NLP) verbessert. Basierend auf neuartigen Transformer-Architekturen\u00a0<a href=\"https:\/\/en.wikipedia.org\/wiki\/BERT_(language_model)\" target=\"_blank\" rel=\"noreferrer noopener\">BERT\u00a0<\/a>von Google sowie andere BERT-\u00e4hnliche Modelle stellten einen echten Durchbruch in der NLP dar. Dies erm\u00f6glichte es vielen Unternehmen, Hunderte praktischer Anwendungen und Anwendungsf\u00e4lle in Produkte umzusetzen.<\/p>\n<h3>Gesch\u00e4ftliche Auswirkungen:<\/h3>\n<ul>\n<li>Textklassifizierung und -kategorisierung<\/li>\n<li>Chatbots und Frage-Antwort-System (QnA)<\/li>\n<li>Sonstiges: Sentimenterkennung, maschinelle \u00dcbersetzung, Named Entity Recognition, Zusammenfassung<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">Angewandtes best\u00e4rkendes Lernen<\/h3>\n<p>Reinforcement Learning wird in vielen Branchen eingesetzt, in denen Entscheidungen oder Ergebnisse v\u00f6llig autonom getroffen werden. Fr\u00fchere RL-Modelle waren auf den Forschungsbereich beschr\u00e4nkt, w\u00e4hrend Unternehmen jetzt die Verwendung von RL-Modellen zur Simulation einer Echtzeitumgebung pr\u00fcfen, in der sie ihre Vorhersagemodelle testen oder Bots trainieren k\u00f6nnen.<\/p>\n<h3>Gesch\u00e4ftliche Auswirkungen:<\/h3>\n<ul>\n<li>Simulieren Sie Echtzeitszenarien f\u00fcr Ihre Gesch\u00e4ftsprozesse und testen Sie Algorithmen<\/li>\n<li>Definition von Handelsstrategien und Transaktionssimulation<\/li>\n<li>RL-basierter Simulationsprozess zum Testen des Kundenverhaltens<\/li>\n<li>Einsatz in der Spieleindustrie zur Entwicklung menschen\u00e4hnlicher KI-Bots<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">Modellinteroperabilit\u00e4t<\/h3>\n<p>Da es eine Vielzahl von Deep-Learning-Frameworks gibt, ist ein Framework erforderlich, mit dem das Modell von einem Deep-Learning-Framework auf ein anderes \u00fcbertragen werden kann. Beispielsweise kann es erforderlich sein, ein mit TensorFlow erstelltes Modell ohne Parameterverlust in PyTorch zu konvertieren.<\/p>\n<h3>Gesch\u00e4ftliche Auswirkungen:<\/h3>\n<ul>\n<li>F\u00e4higkeit zur Interoperabilit\u00e4t von Modellen basierend auf verschiedenen Deep Learning Frameworks<\/li>\n<li>Bereitstellen von Modellen mithilfe verschiedener Frameworks und Plattformen<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">Deep Fakes und Deep Fake Detektoren<\/h3>\n<p>Fortschritte in der Deep-Learning-Technologie haben den Weg f\u00fcr die k\u00fcnstliche Synthese menschlicher Gesichtsreaktionen geebnet. Die Deep-Fakes-Technologie hat das Potenzial, die Erstellung von Videoinhalten zu revolutionieren, da Designer sie zur Erstellung neuer Videos verwenden k\u00f6nnen, ohne dass eine echte Person erforderlich ist. Es gibt verschiedene Videos, in denen die Gesichter der K\u00fcnstler im Video durch andere Personen ersetzt werden.<\/p>\n<h3>Gesch\u00e4ftliche Auswirkungen:<\/h3>\n<ul>\n<li>Inhaltsgenerierung \u2013 zur Generierung neuer Videoinhalte ohne die Notwendigkeit der physischen Anwesenheit des K\u00fcnstlers nach Einholung der entsprechenden Genehmigungen<\/li>\n<\/ul>\n<h3 class=\"wp-block-heading\">Wie soll ich all diesen Trends folgen?<\/h3>\n<p>Dies sind nur einige Trends, die einige Unternehmen bereits nutzen. Um auf dem Markt wettbewerbsf\u00e4hig zu bleiben und die volle Leistungsf\u00e4higkeit der KI zu nutzen, ist es an der Zeit, \u00fcber Ihr Data Science-Team nachzudenken.\u00a0<a href=\"https:\/\/aisuperior.com\/de\/blog\/why-you-should-outsource-your-data-science-tasks\/\">Inhouse oder Outsourcing?<\/a><\/p>\n<p>Wenn Sie Unterst\u00fctzung bei der Implementierung modernster KI-Technologien ben\u00f6tigen, senden Sie einfach <a href=\"https:\/\/aisuperior.com\/de\/contact\/\">kontaktieren Sie uns<\/a>einfach. Wir werden uns umgehend mit Ihnen in Verbindung setzen.<\/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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