Fraunhofer IMS itself develops a variety of imaging sensors (e.g. Fraunhofer IAIS has decades of scientific expertise in the fields of Data Science and Artificial Intelligence, and implements this in both research projects and corporate solutions. Informed Machine Learning is intended to avoid a so-called black box (into which humans cannot figuratively see) and one of the core competencies at Fraunhofer IAIS. Head of Marketing and Communication, Communication Systems. Applying Artificial Intelligence to condition monitoring and quality control systems poses high demands on visual information processing. These focus, for example, on the dimensions of ethics and law, fairness, autonomy and control, transparency, reliability, security and privacy. The interactive training gives you an overview of the broad field of machine vision. Sie fragen sich, welche Technologien hinter dem maschinellen Sehen stecken und welche Möglichkeiten und auch Herausforderungen ihm zugrunde liegen? Dann seid Ihr bei der Wissenschaftsrallye der Rheinische Friedrich-Wilhelms-Universität Bonn genau richtig! That is why we are working on and perfecting stand-alone Edge Computing systems and techniques which enable objects to be tracked through several fields of vision without involving a central cloud. Innovation arises where teams of high-profile scientific experts with clear goals exchange ideas, work closely together on joint research projects, train students and PhD candidates and are active in scientific communities. IAIS. This is a basic requirement if vehicles and mobile robots are to interact with their surroundings. Im »Kompakteinstieg Computer Vision« der #Fraunhofer-Allianz Big Data AI können Interessierte die wichtigsten Grundlagen von den Computer-Vision-Expert*innen Laura White, Lennard Bodden und Julian S. lernen. Our software solutions for automated document and text analysis cover the entire process – from deciphering a digitalized paper document with Optical Character Recognition (OCR) to evaluating it in context. In 28 von 37 Ländern gibt es zumindest für Teile der Schulzeit flächendeckend verpflichtenden Informatikunterricht – nicht aber in Deutschland. For use in road traffic, the reliability and safety of the AI and thus of all road users must be verifiable. Every TV audience around the world sees the same advertising because it has not been possible up until now to show country-specific advertising when broadcasting live, at least not in a satisfactory quality. Wann? HHI. The lecture by Prof. Dr. Christian Bauckhage demonstrates what artificial intelligence is, its capabilities, and the social and educational challenges it poses (language: German). In order to process comprehensive media content we must also develop complex software systems. Quantum computers have the potential to process information faster and handle more complex problems than classical digital computers. AI4EU promotes the exchange of AI expertise, knowledge, and tools in Europe. This means that the TV audience does not realize that the perimeter advertising content has been changed on their TV screen. ✨ Campus Poppelsdorf, Bonn Unsere Aufgabe für Euch: Könnt Ihr herausfinden, ob der Roboter für seine nächste Weltraummission noch einsatzbereit ist? Fit for the future: With the "IAIS Evo Annealer", companies can already exploit the potential of quantum technologies today without having to access a quantum computer. AI specialist Prof. Dr. Christian Bauckhage talks about the opportunities and challenges of AI for companies and society (language: German). The existing system was supplemented with a speech dialog system by the Fraunhofer IAIS for voice control and a microphone device by the Fraunhofer IIS for targeted speech recording in loud environments. The institute combines mathematical and computational knowledge with a focus on algorithms - bringing benefits to customers and partners. Our departments work at the interface between research and application. Fraunhofer Institute for Intelligent Analysis and Information Systems Schloss Birlinghoven 1 53757 Sankt Augustin, Germany Phone +49 2241 14-2732 Send email Carola Kürten Business Development Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS Schloss Birlinghoven 1 53757 Sankt Augustin, Germany Phone +49 2241 14-2714 Was steckt hinter ChatGPT und welche Herausforderungen In this way, the human ability to understand meaning from context can be replicated. Doctor of Philosophy (Ph.D.) Computer Science. The goal of the cooperation is to establish technical product and process testing of AI systems in the industry and to push the development of an AI certification »made in Germany«. In doing so, the center cooperates with partners from . Simulations can be used, for example, to predict the characteristics of molecules and materials. Since Artificial Intelligence emerged in the 1950s, there have been predictions that Strong AI would become realizable in a few decades. (German), Intelligent document processing (recognAIze) (German), Natural language understanding (NLU) (German), Audio Mining: AI makes more of audiovisual media, Mining Platform: Fully automated indexing of media data, Visual quality control in industrial productions (German), Optimal design of experiments (DOE) (German), AI strategy consulting (AI journey) (German), Big Data Analytics and Intelligence Solutions. Crucially, Deep Learning works particularly well when very large amounts of data – Big Data – are available to train neural networks. Our image recognition and analysis systems help us analyze not only people and objects but also errors and quality defects. Mehr Info: https://lnkd.in/erVWKSi5, #ChatGPT ist derzeit omnipräsent – auch an #Hochschulen. We are a leading specialist science institute working at the forefront of Artificial Intelligence, Machine Learning and Big Data. Computer Graphics Research. Weak AI implements AI methods to solve narrowly defined tasks. Beispielsweise ließ sich die Freude deutlich besser erkennen als Ärger. Innovation arises where teams of high-profile scientific experts with clear goals exchange ideas, work closely together on joint research projects, train students and PhD candidates and are active in scientific communities. In particular modern machine learning methods are used for this purpose. At European level, Fraunhofer IAIS plays a leading role within the initiative »A European AI On-Demand Platform and Ecosystem« (AI4EU). 383 Following. AI has long since left the labs and is automating large parts of life. The defect features can be flexibly adapted and extended to your individual quality criteria. 13:40 Deep Semantic Segmentation Models in Computer Vision Organized by: Paolo Andreini, Giovanna Maria Dimitri. Im Oktober 2020 starteten das Fraunhofer IAIS und die Stiftung Haus der Geschichte der Bundesrepublik Deutschland das Forschungsprojekt »Multimodales Mining von Zeitzeugeninterviews zur Erschließung von audiovisuellem Kulturgut«. The component shape of the object does not have to be known for this. Fraunhofer IIS. Our systems have already been successfully put to the test in a range of applications and sectors and have proven themselves to work: For example, we offer solutions for recognizing road traffic signs, for condition monitoring systems in infrastructures, for damage detection and for quality analysis. 1 der Online-Jobbörsen. We follow this principle when developing any new AI solution. © Mediteraneo / tippapatt - stock.adobe.com. Artificial Intelligence (AI) is one of the most important digital topics of the future and has been arousing great interest in science, business and the media in recent years. For this we use methods from classical image processing, which are characterized by their short runtime. Intelligent Systems that Work! Joachim Koehler liefert die Antwort im Gespräch mit der Bundeszentrale für politische Bildung. CMOS image sensors, infrared camera . Pattern recognition processes, for instance, will be integrated into search engine applications making it easier for our customers’ data pools to be searched and accessed more efficiently. Große Vorteile sind dabei die einzigartig großen #gpu -Rechenkapazitäten des #FZJ und der #rwthaachen, die Anbindung an das und die Vernetzung der Konsortialpartner in KI-Netzwerken. Computer Vision ist ein wahnsinnig schnell an Bedeutung gewinnendes Themenfeld, welches für viele Unternehmen noch ungenutztes Potential bietet. . Many sewer networks are in need of repair. As part of the largest organization for application-oriented research in Europe, the Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS based in Sankt Augustin near Bonn and Dresden is one of the leading scientific institutes in the fields of Artificial Intelligence, Machine Learning and Big Data in Germany and Europe. Based on our research findings and experience, we develop AI solutions that support and advance industry, finance, logistics and transport, healthcare, trade, public administration, media and many more. Fraunhofer IAIS offers data scientist trainings. The video is immediately evaluated and the surface of the object is reconstructed in two dimensions. Giving Computers Vision Learning No-Code AI Intelligent systems deserve our holistic approach and analysis: We do not restrict our work to specific areas of technology and methods but rather select and combine key aspects of different disciplines to help us optimize the way humans and machines interact. Computer vision describes the ability of machines to see the world as we humans do and to extract information from images. Joachim Koehler, Leiter der Abteilung NetMedia am IAIS. 3,202 Followers. B., was #DigitaleResilienz eigentlich bedeutet und wie Resilienz, Digitale Souveränität und Nachhaltigkeit sich gegenseitig beeinflussen. Ihr habt Lust, einen Samstag mal anders zu verbringen und Uniluft zu schnuppern? Dezember 2022: https://lnkd.in/eJBq_emX  When AI-supported or even autonomous machines are used  on factory floors, in hospitals and in the home, they must – like humans – be able not only to act on the basis of pre-trained models build on large amounts of data, but also to simultaneously incorporate observation and experience, learn on this basis and understand the context. Von Objektdetektion von Straßenverkehrsteilnehmenden beim autonomen Fahren über Mensch-Roboter-Kooperation in der Fertigung bis zur Zustandsüberwachung von Infrastrukturen: Computer Vision ist ein umfassendes, aktives Forschungsfeld, welches vielseitig eingesetzt werden kann und bereits in vielen Branchen Anwendung findet. Get to know our trainers (in German) Education and training in Data Science and Artificial Intelligence Nach einer Laufzeit von zwei Jahren fand das Projekt kürzlich seinen Abschluss. Entdecken Sie auch unser Data-Science-Schulungsangebot auf den Seiten der Fraunhofer-Allianz Big Data und Künstliche Intelligenz: Ihre Daten bleiben in Ihren Händen und auf Ihrem Server, kein bürokratischer Aufwand durch Weitergabe an Dritte! We have automated how we generate knowledge graphs so that we can semantically link data and knowledge and use it for intelligent solutions. 13:40 Deep Semantic Segmentation Models in Computer Vision. Für andere lagen uns wiederum keine ausreichende Anzahl von Trainingsdaten vor.« Jetzt kostenfrei registrieren: https://lnkd.in/edZ6_ySv Fraunhofer SCAI develops innovative methods in Computational Science and actively supports their take-up in industrial practice. Computer vision describes the ability of machines to see the world as we humans do and to extract information from images. 6147057 Duisburg, Source: Fraunhofer-GesellschaftFraunhofer Institute for Microelectronic Circuits and Systems - Computer Vision, Online in Internet; URL: https://www.ims.fraunhofer.de/en/Core-Competence/Embedded-Software-and-AI/Computer-Vision.html. The use of Artificial Intelligence in companies requires not only a pioneering spirit, but also strategic foresight: With our consulting portfolio, we support companies developing, implementing, and integrating individual AI strategies in their day-to-day business– no matter at what point they are currently at. The number of neurons, layers, and their interconnections have a significant effect on the model's ability to solve problems. Antworten gibt Dr. Nico Piatkowski, Senior Scientist am Fraunhofer IAIS, in der Online-Veranstaltung »Quantum meets #ArtificialIntelligence« (organisiert von KI.NRW und NMWP.NRW) am 1.2.2023, 9:00 bis 10:15 Uhr. Discover the Allinga voice assistance solutions! In addition, we will be happy to advise you on optimizations to your existing system. Auf einer spannenden Schnitzeljagd durch die Uni Bonn löst Ihr knifflige Aufgaben aus der Welt der Wissenschaft. the contact-free detection of reflective surfaces, conventional image recognition processes and Artificial Intelligence (AI) methods make our system so unique. Are you just getting started with AI? Nachzuhören ist der Beitrag unter: https://lnkd.in/euWbjZ-P Diese und weitere Fragestellungen wurden gestern auf der #LEAM Konferenz des KI Bundesverband diskutiert. Working together with reputable partners from the rail industry and research sectors we are developing 3D technology to reconstruct and analyze the rail network. ➡ Beratungsdienstleistungen für den erfolgreichen Einsatz von KI Data originating from different sources often needs to be combined and processed on distributed devices if a complex environment such as a specific traffic situation is to be analyzed. Our key consideration, above all, is that intelligent systems are perceived as being reliable, transparent and ethically trustworthy and that we maintain control of all of the data used. The existing software libraries that the document analysis, image processing, speech recognition and audio analysis are based on are adapted, licensed and integrated for practical use. Benefit from the experience of our training teachers! Press Contact: Joseph Hood Tel. for LiDAR applications), all of which require adapted image processing methodologies. They consist of many layers of interconnected computational units implemented in software, called artificial neurons. Deep Learning is responsible for the successes in speech, text, image, and video processing. They also offer invaluable technical support to the Institute’s Management. This provides you with an easy integration option into existing productions or even mobile deployability - wherever you happen to need the system. Head of Department Embedded Software and AI, Fraunhofer Institute for Microelectronic Circuits and Systems IMSFinkenstr. Find out about our core competencies and research highlights here. Die Studie des Stifterverband: https://lnkd.in/eByUmUrC, Bundesministerium für Wirtschaft und Klimaschutz, Rheinische Friedrich-Wilhelms-Universität Bonn, Bonn-Aachen International Center for Information Technology (B-IT), Bundesministerium für Bildung und Forschung. Ziele des WestAI Servicezentrums: SPEAKER is funded by the German Federal Ministry for Economic Affairs and Energy BMWi. . »Wir stehen hier vor einer Revolution« sagte Dr. Joachim Koehler vom Fraunhofer IAIS heute im Interview mit MDR AKTUELL. Our scientists with their profound expertise are highly demanded by companies to put Artificial Intelligence into practice. Our scientists with their profound expertise are highly demanded by companies to put Artificial Intelligence into practice. Strong AI has so far only been found in science fiction. Voraussetzung für die Entwicklung europäischer Modelle ist der Aufbau einer dedizierten KI-Supercomputing-Infrastruktur. We are committed to the development of testable standards and norms as well as AI certification »made in Germany« - together with a strong partner network. Our technology recognizes different highway code symbols regardless of whether the road traffic signs are round, triangular, rectangular or octagonal. Particularly in the field of driver assistance systems great progress has been made in recent years. Vorträge in Kooperation mit dem Fraunhofer IAIS! Entdecken Sie auch unser Data-Science-Schulungsangebot auf den Seiten der Fraunhofer-Allianz Big Data und Künstliche . We design the Machine Learning of the future, which is driven by both data and knowledge. The markets require innovation and innovation requires research. Wir helfen Ihnen, die gängigen Fehler zu vermeiden. Hybrid AI combines data-based Machine Learning, world or expert knowledge, and logical reasoning. Ihr technisches Fachwissen wird kombiniert mit unseren Machine-Learning- und Computer-Vision-Kenntnissen. Interoperability of agricultural machinery, sensors and data analysis services: Under the leadership of Fraunhofer IAIS, 30 partners from eight European countries are working in the EU-funded project »Agricultural Interoperability Analysis System (ATLAS)« to develop a platform that can be used to shape the future of agriculture in a way that is resource-friendly and guarantees data sovereignty for the farmer. Qubits are processed using quantum mechanical principles, which is expected to provide a tremendous speed advantage for some applications. Institute Director Prof. Dr. Wrobel not only talks about the beginnings of artificial intelligence, but also about the current state of research, how far European industry has actually come, and what potential this development offers for the future (language: German). Fax +49 9131 776-3199. We also offer specific advanced training on topics such as Deep Learning, Trustworthy AI and many more. © Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS Recognition of Circular Traffic Signs Eines der führenden Wissenschaftsinstitute für KI, Maschinelles Lernen&Big Data in Europa | Als Teil der größten Organisation für anwendungsorientierte Forschung in Europa ist das Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS mit Sitz in Sankt Augustin bei Bonn eines der führenden . Crashkurs #ComputerVision (CV): Schnelleinstieg mit Expert*innen, um CV-Probleme im Arbeitsalltag zu erkennen, zu bewerten und effiziente Lösungsansätze zu konstruieren. In this video, which shows his presentation at the Fraunhofer Solution Days 2020, IAIS scientist Dr. Michael Mock explores this question (language: German). We use system modeling to analyze corporate processes to find potential improvements in how they operate and to optimize their performance. Dabei erzielen sie bereits jetzt schon profitable Ergebnisse«, sagt Dr. Piatkowski. These collaborative systems pose specific demands on resource efficiency and require special techniques for the fusion of data from different sensors. Raw multimedia data is automatically structured, analyzed and enriched with meta data with the help of document analysis, image processing and speech recognition. Source: Fraunhofer-GesellschaftFraunhofer Institute for Intelligent Analysis and Information Systems IAIS - Research, Online in Internet; URL: https://www.iais.fraunhofer.de/en/research.html, Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Intelligent quality control of reflective surfaces, Fit for the future: Quantum readiness for companies. ➡️ Zum Open Roberta Lab: https://lnkd.in/eY49HrFj, Wie kann #KI Emotionen in #Zeitzeugeninterviews erkennen? Together with the University of Bonn, TU Dortmund, and Fraunhofer IML, Fraunhofer IAIS is a leading partner of the Competence Center Machine Learning Rhine-Ruhr (ML2R) – one of the nationwide nodes for cutting-edge research and transfer in machine learning. Als Erweiterung können verschiedene Module aus bereits bestehenden Schulungen zum Thema Computer Vision ausgewählt werden, um die annotierten Daten direkt nutzen zu können und einen iterativen Trainingsprozess zu etablieren. Artificial Intelligence offers great potential, yet many companies in Germany need to catch up when it comes to the application of AI in their businesses. In his keynote speech at the Fraunhofer Solution Days 2020, Prof. Dr. Stefan Wrobel explains the benefits of artificial intelligence and how companies can profit from an AI implementation. Dann kommt vorbei! Fraunhofer IMS itself develops a variety of imaging sensors (e.g. Artificial intelligence has arrived in everyday life. This comprehensibility is important, for example, when Artificial Intelligence systems are used in medicine. Wo? The Fraunhofer-Institute for Intelligent Analysis and Information Systems (IAIS) is part of the Fraunhofer-Gesellschaft that undertakes applied research of direct utility to private and public enterprise and of wide benefit to society. The analytical results will be visualized using one of our partner companies’ applications allowing infrastructure operators to plan and set in motion the necessary maintenance processes. Um alle Chancen zu erkennen und vollständig nutzen zu können ist ein grundlegendes Verständnis der Methoden des maschinellen Sehens unerlässlich. Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS Sankt Augustin, Germany Recent publications Big Data 2.0 - mit synthetischen Daten KI-Systeme stärken December 2022. We help organizations to identify AI risks, assess them, and secure their AI systems. Using the same techniques that enable environment detection in road traffic we are developing applications which also allow unusual environments such as construction sites, warehouses and buildings to be navigated safely. Open Communication Systems. It categorizes the quality defects it finds using Deep Learning. Jena. Source: Fraunhofer-GesellschaftFraunhofer Institute for Intelligent Analysis and Information Systems IAIS - Homepage, Online in Internet; URL: https://www.iais.fraunhofer.de/en.html, Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Intelligent quality control of reflective surfaces, Fit for the future: Quantum readiness for companies. Fraunhofer IAIS 2w Direkt von den Experten lernen, wie man #DataScience und #ML im Unternehmen zum Einsatz bringt - strukturiert und zukunftssicher mit #MLOps Der teamorientierte und. IAIS-Experte Dr.-Ing. Fields of application of this research are in the analysis of causes of falls to prevent them and in the daily energy management of patients suffering from the Chronic Fatigue Syndrome (CFS). Within the framework of a strategic cooperation, experts from the German Federal Office for Information Security (BSI) and Fraunhofer IAIS are developing test methods for AI systems. Nicht nur graue Theorie: Es stehen virtuelle Rechner mit den notwendigen Tools für Ihre Mitarbeitenden bereit, um sie praxisnah ausbilden zu lassen. Fraunhofer Institute for Intelligent Analysis and Information Systems IAISSchloss Birlinghoven53757 Sankt Augustin, Germany, Fraunhofer Institute for Intelligent Analysis and Information Systems IAISSchloss Birlinghoven 153757 Sankt Augustin, Source: Fraunhofer-GesellschaftFraunhofer Institute for Intelligent Analysis and Information Systems IAIS - Computer Vision, Online in Internet; URL: https://www.iais.fraunhofer.de/en/business-areas/computer-vision.html, Fraunhofer Institute for Intelligent Analysis and Information Systems IAIS, Intelligent quality control of reflective surfaces, Fit for the future: Quantum readiness for companies, Fraunhofer Research Center for Machine Learning. We assess the reliability of image recognition, compensate for distortions and use data augmentation techniques to improve the base data. Machine Learning aims to generate "knowledge" from "experience" by having learning algorithms develop a complex model automatically from examples. Intelligent systems must be able to reliably recognize people and objects from visual data taken from images or videos as well as develop an understanding of complex environments. {"status":"ok","message-type":"work","message-version":"1..0","message":{"indexed":{"date-parts":[[2022,11,25]],"date-time":"2022-11-25T05:44:09Z","timestamp . ➡️ LEAM-Initiative: https://leam.ai/, Der Stifterverband hat eine Studie veröffentlicht, die zeigt, dass Deutschland beim Schulfach #Informatik weit zurück liegt. Our glossary with the most important terms about Artificial Intelligence provides a first orientation. @MISC{Schauerte_iais.fraunhofer.de, author = {Boris Schauerte and Jan Richarz and Thomas Plötz and Christian Thurau and Gernot A. Fink}, title = {iais.fraunhofer.de}, year = {}} Share . Artificial Intelligence is a discipline of computer science, that deals with how a computer can mimic intelligent human behavior. Fraunhofer IAIS is at the center of a strong research network. And at the end of many trainings, participants can receive a certificate. Meldet euch gerne bei mir, wenn es vorab noch Fragen gibt. Our research highlights Artificial Intelligence Diese Woche im Tech Briefing: Thema der Woche: ChatGPT - der neue Chatbot aus dem Silicon Valley mit disruptivem Charakter. Dr. Dirk Hecker, ebenfalls Geschäftsführer der Fraunhofer-Allianz Big Data und Künstliche Intelligenz, geht zudem ausführlich auf aktuelle Herausforderungen und Chancen ein. Find out about our core competencies and research highlights here. The NetMedia department’s main priority is their research into "Multimedia Pattern Recognition" and "Deep Learning". The specialist services our key business areas offer not only help support companies in optimizing products, services, processes or structures, but also in developing new digital business models. The system can operate independently of ambient light. . Das Team um Dr. Nico Piatkowski blickt bereits auf viel Praxiserfahrung zurück – mit dem »IAIS Evo Annealer« helfen Sie Unternehmen, schon heute das Potenzial von Quantentechnologien nutzen: »Ohne auf einen #Quantencomputer zugreifen zu müssen, können unsere Kunden mit dem IAIS Evo Annealer prüfen, inwiefern sich ihre mathematischen Probleme künftig mit Quantencomputing lösen lassen. Fraunhofer IAIS Jan 2006 - Aug 2006 8 . Artificial Intelligence understands spoken or written content: Our AI solutions evaluate legal or medical texts, for example, and make their content accessible. In addition, the approach of a hybrid AI is often more comprehensible for humans and therefore particularly suitable for human-machine interaction. In this keynote Prof. Dr. Stefan Wrobel, director of Fraunhofer IAIS, talks about the major milestones in the history of intelligent systems and presents projects at Fraunhofer IAIS that could shape our future with AI (language: English). Home; Browse by Title; Proceedings; Pattern Recognition: 43rd DAGM German Conference, DAGM GCPR 2021, Bonn, Germany, September 28 - October 1, 2021, Proceedings Research and development of algorithms. For this reason, guidelines for the ethical design of Artificial Intelligence are being developed within companies and at the societal and political level. Versuche doch mal in unserem #openroberta Lab die Aufgaben zu lösen. Thanks to its many years of experience with neurocomputing and Big Data Analytics and Intelligence Solutions, Fraunhofer IAIS is one of the pioneers in Germany in the development of Deep Learning approaches for industry. Phone +49 9131 776-4071. Another field of research in the field of computer vision is the contactless optical determination of vital parameters. Simulations and the solution of optimization problems are particularly promising areas of application. Darmstadt. info); Samogitian: Šėlalė) is a town in Western Lithuania, Samogitia, Tauragė County. Knowledge and the respective conclusions are directly introduced into the learning process, for example, in order to emulate the human ability to correctly understand meanings from the context and to make the AI system more robust overall. 210 were here. But can an accurate person recognition be realized on small microcontrollers? Major events often use LED perimeter advertising boards showing electronically controlled changing animated visual content. Wir freuen uns auf euch! We follow this principle when developing any new AI solution. Such AI function modules based on Machine Learning are developing into a key technology. We help shape the digital transformation of working and living environments within Germany and wider Europe.
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