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C7020-230 - IBM Watson V3 Application Development - Dump Information

Vendor : IBM
Exam Code : C7020-230
Exam Name : IBM Watson V3 Application Development
Questions and Answers : 63 Q & A
Updated On : October 16, 2018
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C7020-230 Questions and Answers

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C7020-230 IBM Watson V3 Application Development

Study Guide Prepared by Killexams.com IBM Dumps Experts


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C7020-230 exam Dumps Source : IBM Watson V3 Application Development

Test Code : C7020-230
Test Name : IBM Watson V3 Application Development
Vendor Name : IBM
Q&A : 63 Real Questions

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IBM IBM Watson V3 Application

tons of of leading global enterprises install IBM Cloud private | killexams.com Real Questions and Pass4sure dumps

to fulfill transforming into demand, IBM advances on-prem private cloud with new Watson AI capabilities

ARMONK, N.Y., Oct. 11, 2018 /PRNewswire/ -- IBM (NYSE: IBM) has announced that in under 365 days due to the fact that the release of IBM Cloud inner most – an open supply know-how that brings cloud capabilities to agencies operating on-premises IT methods – hundreds of leading corporations global have grew to become to the platform to support modernize their operations. They include New Zealand Police, China's Fuyao neighborhood, Japan's Aflac coverage, Turkey's credit bureau Kredi Kayıt Bürosu and Brazil's constancy national counsel services.

IBM organisation brand. (PRNewsFoto/IBM business enterprise) (PRNewsFoto/) (PRNewsfoto/IBM)

extra

constructing on this momentum, IBM is saying a slate of latest advanced facets for the on-premises inner most cloud platform, including the mixing of powerful AI capabilities similar to IBM Watson Assistant and IBM Watson Speech-to-textual content, as well as aid for further public clouds, together with the IBM Cloud. The updates supply shoppers with much more option and suppleness for their IT journeys, and, for the primary time, convey the vigour of IBM's Watson AI at the back of the enterprise firewall.

IBM is releasing details of over a dozen corporations that are driving transformation with IBM Cloud inner most, including:

  • New Zealand Police (NZP) is the use of the newest applied sciences to seriously change its operations and increase its means to address crime and preserve the community safe. NZP is exploring how IBM Cloud deepest and Kubernetes containers can support to modernize its current programs as well as quickly launch new functions comparable to a cellular based mostly communications equipment for its officers.
  • Fuyao community is China's largest and most superior manufacturer of automotive glass offering Audi, Bentley, general Motors, Toyota and other excellent motor vehicle makers. to meet growing demand, Fuyao has launched into a smart Manufacturing initiative and is the usage of IBM Cloud deepest to support combine the management of business purposes across its global manufacturing and enterprise operations, guaranteeing the free stream of assistance across the organization.
  • Aflac coverage, Aflac assurance, a number one issuer of scientific and melanoma insurance providing insurance plan to 1 in 4 households in Japan, has signed an contract with IBM to assist simplify and automate its IT infrastructure. With IBM Cloud inner most, Aflac plans to raise the effectivity of its operations and pace up the building of recent products and services.
  • Kredi Kayıt Bürosu (KKB) offers the country wide cloud infrastructure for Turkey's finance business. remaining year KKB based a new statistics core in Ankara and is now using IBM cloud deepest to help consolidate and localize the banking methods of over 150 participants including banks and other fiscal capabilities groups. With IBM Cloud inner most, KKB is capable of drive innovation throughout its financial capabilities ecosystem whereas assembly the high requirements for statistics safety and privacy.
  • Brazil's constancy country wide counsel services (FIS), a global leader in fee processing options for the financial business, has adopted IBM Cloud inner most to assist streamline bank card chargebacks for its Brazilian operations. IBM Cloud private is assisting FIS to orchestrate the numerous IT systems worried in reconciling and checking of transaction chargebacks whereas assembly the stringent regulatory necessities of the trade and assisting to prevent fraud.
  • "The cloud has evolved in a extremely brief time from being a method to cut costs to a platform for business transformation and innovation," observed Robin Hernandez, Director, IBM deepest Cloud providing management. "Our IBM Cloud private affords consumers a transition to cloud that is designed to permit them to retain their on-premises techniques on which they still depend for many mission-crucial applications and sensitive records units."

    putting AI inside the EnterpriseToday IBM is advancing IBM Cloud private even further, asserting primary enhancements to the platform, starting from AI capabilities to extra public cloud aid. starting these days, IBM Watson Speech-to-textual content is now available with the brand new IBM Cloud deepest version 3.1, making it the primary time the tool is available in an on-premises atmosphere. With Watson Speech-to-textual content, clients can immediately transcribe and analyze audio from seven distinctive languages.

    furthermore, IBM Watson Assistant is now purchasable on IBM Cloud inner most. The Watson Assistant platform helps developers and non-technical clients to create conversational AI solutions, from simple chatbots to complex enterprise grade solutions for client carrier and greater.

    IBM additionally introduced today that IBM Cloud private is now accessible on the IBM Public Cloud, to aid purchasers to effectively flow their enterprise workloads from on-premises methods to the general public cloud with a purpose to create hybrid cloud environments.

    customer quote"IBM Cloud inner most is helping us to establish an end-to-conclusion digital platform as a way to underpin a wiser, extra agile, and extra bendy corporate working constitution," spoke of Mr. Lebing Xia, vice president and CIO of the Fuyao group. "And by way of enabling us to connect with other cloud-primarily based features like AI, Blockchain and IoT, we can be in a position to get much more business value from the cloud."

    Analyst quoteAccording to IDC's worldwide Quarterly 2Q18 Cloud IT Infrastructure Tracker, September 2018, complete global spending on cloud IT infrastructure is anticipated to total $62.2 billion in 2018 with 12 months-over-yr boom of 31.1%. whereas public cloud datacenters will account for almost all of this spending, on-premises private clouds will account for pretty much 20% of the overall cloud IT infrastructure market, growing at 19.three% year over yr in 2018. "firms have more than a few enterprise and IT needs a few of which are smartly served by way of public cloud choices and some which are not," talked about Natalya Yezhkova, analysis Director, IDC. "On-premises private cloud is a powerful choice for based corporations that are seeking a gradual method for reworking their firm whereas conserving manage of their IT infrastructure."

    Story Continues

    About IBM CloudWith $18.5B in annual cloud profits, IBM is the global chief in enterprise cloud with a platform designed to fulfill the evolving needs of company and society. relocating previous productiveness and price advancements, the IBM Cloud is tuned for the AI and records calls for which are driving actual differentiation in today's business. IBM's inner most, public and hybrid choices give the global scale companies need to assist innovation throughout industries.

    developed on open supply frameworks Docker containers and Cloud Foundry, and managed with the Kubernetes container structure, IBM Cloud private permits companies to develop cloud-native functions and also modernize on-premises applications in an effort to installation them in either private cloud settings or the general public cloud of their option.

    Media contacts:Jonathan BattyIBM Media members of the family (Europe)jjbatty@ibm.com

    Michael ZimmermanIBM Media family members (US)mrzimmerman@us.ibm.com

    Notes for journalists and editorsExamples of other main international firms reworking with IBM Cloud inner most:

    CNH Industrial, ItalyCNH Industrial, a pacesetter within the capital goods sector operating within the agricultural and construction equipment, business automobiles, strong point cars and powertrain segments, has signed a multi-12 months cloud settlement with IBM. throughout the deal it will use IBM Cloud private and Watson artificial Intelligence to radically change its company strategies - from manufacturing to provide chain, income & advertising and monetary services. IBM Cloud private will aid CNH Industrial to optimize its administration of enterprise applications while nevertheless benefitting from the security of control of its personal on-premises infrastructure. The agility and flexibility of ICP has the lengthy-term competencies of producing improved efficiencies in software development and will permit quicker time to market for brand spanking new imaginative client functions.

    Klirinski Interbankarski Sistemi advert Skopje (KIBS), Macedonia Klirinski Interbankarski Sistemi advert Skopje (KIBS), a Macedonia-based mostly charge device operator owned with the aid of 12 banks is working with IBM to radically change charge clearing approaches and support quicker the combination of Macedonia's banking equipment with the eu. With IBM Cloud inner most KIBS will be able to consolidate and transform their existing components into a "digital manufacturing unit" able to creating and working up to date cloud-native applications on the fly. it's hoped that this transformation will reduce time to market for brand spanking new digital products from one-and-a-half years to just a number of months, while optimising operating expenses and assisting KIBS' compliance activities related to stringent banking regulations.

    Sentient.io, SingaporeSentient.io, one in every of Singapore's leading artificial Intelligence agencies, is working with IBM to convey on its mission to improve universal life via making human and laptop interactions more herbal and pervasive.Sentient.io has chosen the IBM Cloud deepest as a platform to host Singapore's first AI-as-a-provider (AaaS) platform to allow its consumers to transform and automate their businesses with AI capabilities such as belief, figuring out, self-discovering and issue-solving. the usage of IBM Cloud inner most, Sentient.io will aid executive and enterprise customers to satisfy strict facts security and privacy necessities, modernize present purposes via relocating them to the cloud, and readily manage the lifecycle of their digital assets.

    Ilmarinen, FinlandIlmarinen, the largest private insurer in Finland answerable for the pensions of over 1.1 million finish residents and more than EUR forty five billion in investment property, has shifted functions to IBM Cloud inner most to allow it to advance new digital services while maximizing its existing IT infrastructure. by placing its application development pipeline onto IBM Cloud deepest, Ilmarinen is capable of vastly speed up building cycles and reduce infrastructure fees, slicing the overall software unlock time from days to minutes. this is peculiarly important with multiplied power on the area's pension methods due to an ageing inhabitants.

    Techniker Krankenkasse (TK), GermanyGermany's biggest statutory medical health insurance fund Techniker Krankenkasse (TK) is using IBM Cloud inner most for a brand new carrier referred to as TK-protected which offers customers with their health insurance records by the use of their smartphone - even with time and location. IBM is already providing tips as-a-carrier to TK-protected's at ease records vault which carries the encrypted health facts of TK's insurance consumers throughout Germany. via an open service platform, TK-protected is capable of at once and easily strengthen and launch new value-delivered features for insured individuals, assurance organizations, carrier suppliers and hospitals.

    Mangalore college, IndiaMangalore college, certainly one of India's top public education associations, will give new-age lessons in rising applied sciences through its affiliated faculties and is leveraging the power of IBM Cloud deepest to give a standard platform that can be accessed remotely by any scholar. IBM Cloud deepest will run on the university's IBM power servers as a part of a finished solution which also comprises QRadar, MaaS360 and Cognos software. The solution can be integrated by Nihon communique solutions, an training birth associate of IBM, which is chargeable for the start of advanced courses on cybersecurity and big statistics Analytics and gives high-performance structures for community and protection purposes.

    SK Holdings C&C, Ltd., South KoreaSK Holdings C&C, a leading IT capabilities enterprise and IBM company companion in South Korea grew to become to IBM Cloud inner most to rapidly and simply kit applications as containers and re-ingredient them with IBM microservices. in addition, the enterprise is leveraging the software to help valued clientele modernize their legacy functions and supply a comfy platform from which to run business important software throughout each public and personal clouds, in a true multi-cloud architecture.

    Five9 Vietnam Corp., VietnamFive9 Vietnam is a fast-growing to be IT and cloud carrier provider that provides its shoppers with every little thing from mobile and analytics application construction, to deepest and public cloud capabilities. The company has been using IBM Cloud deepest since April to design, increase, and equipment purposes as containers for easy deployment on the public cloud. From there, their customers can tap into IBM microservices, similar to analytics, AI and blockchain, to extend their performance even further.

    View usual content material to download multimedia:http://www.prnewswire.com/information-releases/lots of-of-main-international-businesses-install-ibm-cloud-private-300729130.html


    IBM Launches Watson utility Developer Certification program | killexams.com Real Questions and Pass4sure dumps

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    Watson can also now not are aware of it all, however bound taught IBM a few things | killexams.com Real Questions and Pass4sure dumps

  • post
  • IBM’s Watson herbal language question/cognitive computing prodigy was an enormous PR coup for large Blue. Three years ago, Watson defeated Jeopardy champ Ken Jennings on country wide television and beat different challengers like a drum on a subsequent victory tour. (Ask Gigaom’s personal Stacey Higginbotham about that sometime.) IBM rode that wave for years to exhibit that despite its woes, it could actually still do really challenging stuff. IBM wishes Watson to be a $10 billion enterprise by means of 2023.

    however, alas for [company]IBM[/company], there is “not a lot of industrial application to taking part in Jeopardy,” Mike Rhodin, [company]IBM[/company] SVP for Watson, recounted at Emtech 2014 at MIT on Tuesday.

    advertisement Mike Rhodin, SVP IBM Watson.

    Mike Rhodin, SVP, IBM Watson

    IBM invested untold millions in Watson, so it’s now time for Watson to, within the tortured phrases of one more Emtech presenter, turn into “a market-based mostly solution.” It should earn its preserve. IBM has been moving down that road, making Watson greater purchasable to backyard developers by means of APIs and launching a brand new Watson division early this 12 months. And it’s pushing Watson into healthcare and economic services applications. final week it begun providing Watson analytics as a freemium cloud-primarily based service.

    but at the most fundamental level, right here’s what Watson — or reasonably, the Watson experience — has taught IBM, based on Rhodin’s Emtech speak.

  • while the “deep Q&a problem” is precise and extremely difficult — the goal is for a pc to be capable of reply any question — that is only one piece of the puzzle.
  • Watson is more likely to answer appropriately if it knows about the query, not simply the query itself. As in existence frequently, context is essential and that context must lift over from conversation to dialog. USAA’s work with Watson helped on this, Rhodin said. For militia veterans asking questions on advantages, and so on., Watson basically should be aware of the place the questioner lives and what her clinical history is — which, of course, raises privacy considerations.
  • Watson should know when not to reply the query — when it does not have ample information to answer in any respect.
  • training in no way ends. The incontrovertible fact that Watson has to be trained is one gating element to broader adoption. here's no flip-key solution, as early “bleeding side clients” have realized, Rhodin mentioned.
  • a query is satisfactory, but a dialog is commonly enhanced. Watson should interact in a supply-and-take with the questioner to get to what is definitely being asked. IBM bought Cognea to help with that.
  • Parsing the question: “We’re not all the time posed questions. sometimes americans hand us issues which need to be damaged into questions,” Rhodin mentioned. IBM’s work with the Cleveland clinic has resulted in the advent of a “reasoning engine” so one can assist with that.
  • Watson is a work in growth. Rhodin says all this work round cognitive computing, together with herbal language processing, is harking back to what took place on this planet of computer operating systems way back in the 1960s.

    “Jeopardy become an outstanding beginning, so we've a Q&A engine, however we also are constructing a summarization device and a reasoning engine that are all a part of a broader platform,” Rhodin talked about.

    Fifty years ago, generally programmable systems became conventional, however they had been augmented over time with new subsystems — issues like file methods and database programs, that have been “delivered layer through layer to fill out the platform that at last automatic the world’s economic programs [and] shuttle trade,” Rhodin talked about. “we are seeing the beginnings of that device for you to emerge within the subsequent 50 years.”

    I don't have any quibble with that. but with different companies — [company]Google[/company], [company]Apple[/company], [company]Microsoft[/company] and many we doubtless don’t know about yet — also attacking these massive issues, it’s now not a forgone conclusion that IBM may be the leader.

    It is aware of what it has to do — build or attract applications that take abilities of Watson’s evolving vigor. Now it has to execute. to quote Gigaom’s Derrick Harris writing about IBM’s determination a 12 months in the past to open up Watson APIs to programmers:

    If IBM definitely gives you a conceivable cloud platform around Watson and builders truly take knowledge of it to construct new, wise purposes, it might be a big fricking deal.


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    Source code of award-winning knowledge base is now available for everyone | killexams.com real questions and Pass4sure dumps

    Through automatically generated entities and their relationships, computers can answer complex search queries. Credit: MPI

    Almost every word has more than one meaning. Modern search engines solve this problem using knowledge bases. Yago was one of the first knowledge bases, developed by scientists at the Max Planck Institute for Informatics in Saarbrücken and the Télécom ParisTech in Paris. Last week, the researchers received an award for their work on Yago from the most important scientific journal in the field of artificial intelligence. Today, they are releasing Yago's source code.

    "If you, for example, do a internet search for the German term 'Allianz', this is merely a collection of letters for the search engine," explains Professor Gerhard Weikum, Scientific Director at the Max Planck Institute for Computer Science in Saarbrücken. "With the aid of a knowledge base, this chain of letters can be mapped to possible meanings, for example, 'Allianz SE', the German financial and insurance services company, or the 'Rebel Alliance' from Star Wars films." These days, we cannot imagine not having this background knowledge in search engines, and it is only by the use of knowledge bases that Google for example can also show stock market prices, logos, and the managing director of Allianz SE in addition to the Web search results.

    The knowledge bases began as academic research projects. "Especially Yago and, only a little later, DBpedia pioneered this field," Weikum says. The Yago project was the topic of the doctoral dissertation in 2007 by Fabian Suchanek at the Max Planck Institute for Informatics in Saarbrücken. More and more researchers took part in the project. Today, Yago is a collaboration of the Max Planck Institute, the Télécom ParisTech University, where Suchanek now holds a professorship, and the Max Planck spin-off, Ambiverse. Yago contains the knowledge of Wikipedia and other sources in a form that is readable for the computer. For example, the system knows that Allianz SE is headquartered in Munich, but also that the Rebel Alliance is fighting in the Star Wars universe.

    Since many applications in various areas of industry are using artificial intelligence to be more efficient and, most importantly, easier to operate, Yago is seeing wide use. Applications can, with the help of Yago, search in several languages as well as classify facts both spatially and temporally. Therefore, search queries like this are possible: "Tell me all the scientists who lived in the 20th century, were awarded a Nobel Prize, and were born in the greater Stuttgart area." An application example is provided by Primal.com, a Canadian startup, which uses Yago to help businesses better understand the interests of their customers and make content and product recommendations that serve their individual needs. The most high-profile use of Yago in the last ten years was when IBM used it in the Watson artificial intelligence system, which won the Jeopardy! quiz show in 2011.

    Ambiverse itself provides another application. The spin-off of the Max Planck Institute analyzed the Panama Papers using Yago a few months ago. In only a few hours, Ambiverse succeeded in getting new insights about the owners of the Panama accounts, a task that would otherwise have required extensive manual effort.

    Such an analysis was only possible because Yago categorizes all persons into a semantic structure. Up to now, computers have been able to store vast amounts of data, but they have been able neither to classify nor to understand that data. With Yago's structure, however, the computer has the ability to distinguish, for example, between Gerd Müller, the '74 soccer world champion, and Gerd Müller, the German minister of development. Johannes Hoffart, Managing Director of Ambiverse, explains: "Yago assigns people to contexts, so it is easy to determine whether more athletes or more politicians have accounts in Panama", Hoffart points out. Such structures used to be created manually, which, however, is very complex - both in terms of production and verification.

    With the procedure researchers have developed for Yago, they cleverly get around that tedious task. Yago systematically digs for information in Wikipedia's knowledge pool. Not only is the information as to whether the people are athletes or politicians brought into a machine-readable form, but also the relationships between them. Thus, the relation "has headquarters in" connects Allianz SE with the city of Munich. Every Wikipedia article becomes an entity in the Yago knowledge base. In this way, in Yago the researchers are able to provide nearly 17 million entities and 150 million relationships between them.

    Last week, the researchers behind Yago were awarded the Prominent Paper Award which recognizes outstanding papers published in the Artificial Intelligence Journal (AIJ) that are exceptional in their significance and impact over the past 5 years. The AIJ is the most important journal in the field of artificial intelligence. The prize itself was awarded at this year's IJCAI in Melbourne, the most significant scientific conference in the field of AI. Today, they are releasing the source code for their knowledge base on the platform GitHub under the open source license GNU GPL v3. This software license ensures that everyone is allowed to run, study, modify, and share the protected program code. "The developer community is getting a high-quality knowledge base," explains Prof. Fabian Suchanek, founder of the project. "We are not only hoping for further applications for Yago, but also look forward to contributions from the developer community."

    The source code can now be downloaded from the following link: https://github.com/yago-naga/yago3

    Explore further: From the Panama Papers to an intelligence service for your own business

    More information: YAGO project page: www.mpi-inf.mpg.de/de/departme … arch/yago-naga/yago/


    The Apache Software Foundation Celebrates 15 Years of Open Source Innovation and Community Leadership | killexams.com real questions and Pass4sure dumps

    November 19, 2014 06:00 ET | Source: The Apache Software Foundation

    Budapest, Hungary, Nov. 19, 2014 (GLOBE NEWSWIRE) -- At ApacheCon Europe, members of the Apache community commemorated The Apache Software Foundation (ASF)'s fifteenth anniversary and congratulated the people, projects, initiatives, and organizations that played a role in its success.

    Recognized as the leader in community-led Open Source software development, the ASF was established to shepherd, develop, and incubate Open Source innovations "The Apache Way". Reflections on achievements over the past 15 years include:

    Apache products power half the Internet, manage exabytes of data, execute teraflops of operations, store billions of objects in virtually every industry, and enhance the lives of countless users and developers worldwide. Apache projects power mission-critical applications in financial services, aerospace, publishing, big data, Cloud computing, mobile, government, healthcare, research, infrastructure, development frameworks, foundational libraries, and many other categories. Beginning with the Apache HTTP Server --the world's most popular Web server-- Apache software has been at the forefront of dozens of today's industry-defining technologies and tools, playing an integral role in nearly every end-user computing device, from laptops to tablets to mobile phones.

    Apache software is so ubiquitous that 50% of the top 10 downloaded Open Source products are Apache projects. The commercially-friendly and permissive Apache License v2 has become an industry standard within the Open Source world. The Apache License and open development model are widely recognized as among the best ways to ensure open standards gain traction and adoption. The ASF offers a vendor-neutral space in which to collaborate whilst enabling third parties to pursue almost any for-profit or not-for-profit business model. To date, hundreds of thousands of software solutions have been distributed under the Apache License.

    Amazingly, this is achieved by an all-volunteer community comprising 505 individual Members and 4,081 Apache Committers collaborating across six continents. The ASF's day-to-day operating expenses are offset by the generous sponsorship of individual donors and corporate sponsors including Citrix, Cloudera, Comcast, Facebook, Google, Hortonworks, HP, IBM, Matt Mullenweg, Microsoft, and Yahoo.

    "ASF @ 15" Timeline and Highlights follow. Visit http://apache.org/ and @TheASF on Twitter for more information.

    Highlights: pre-1999Brian Behlendorf started collecting patches to be applied to the last version of the NCSA http server. The Apache Group, consisting of 8 individuals, traded patches on a mailing list set up for the purpose. In April of 1995 the first public release of Apache (version 0.6.2) came out. Apache 1.0 released on December 1, 1995, and within a year surpassed NCSA as the most-used Web server.

    Highlights: 1999The ASF formally incorporates as a Delaware-based 501(c)(3) non-profit corporation from The Apache Group on 1 June. Original directors are: Brian Behlendorf (President), Ken Coar (VP Conferences), Roy T. Fielding (Chairman), Ben Hyde (VP Apache HTTP Server Project), Jim Jagielski (Secretary and EVP), Ben Laurie, Sameer Parekh, Randy Terbush (Treasurer), and Dirk-Willem van Gulik. New Apache Jakarta and XML Projects join the Apache HTTP Server Project. Board Committees on ASF Conferences, Licenses, and Security are formed. Discussions about ASF's role as an Open Source incubator address fostering new technologies such as Cocoon. The ASF receives numerous industry awards, including the ACM Software System Award, the Datamation Product of the Year, and LinuxWorld Editor's Award. ASF is listed in the Industry Standard's "100 Companies That Matter" and included in the ServerWatch Hall of Fame.

    Highlights: 2000Perl-Apache Project, as well as Apache PHP, Apache/TCL Project, and Apache Portable Runtime Project are established. Apache Struts, Batik, FOP, and Ant undergo "incubation". The ASF draws record attendance at the second ApacheCon in Orlando (the first-ever conference was held in San Francisco in 1998), and launches its first European event in London later that year.

    Highlights: 2001Apache Avalon, Commons, and Jetspeed/Portals undergo "incubation". Work begins on next version of the Apache License. The fourth ApacheCon is held in Santa Clara, where the ASF maxim of "Community Over Code" is widespread and collaborators meet in person for the very first time. The ASF receives the Internet Service Providers Association's Internet Industry Awards for "Best Software Supplier" Apache XML's Xalan-Java 1.2.2 is a finalist in the Best Java-XML Application category in the JavaWorld Editors' Choice Awards.

    Highlights: 2002Participation in The ASF booms; its process for community and collaborative development becomes known as "the Apache Way". New Board is formed: Greg Stein elected Chairman, Dirk-Willem van Gulik as President, Randy Terbush as Treasurer (later replaced that year by Chuck Murko), and Jim Jagielski as Executive Vice President/Secretary. Apache Jakarta launches sub-project BSF; the Apache Incubator Project is born: new projects include Apache Ant, Avalon, DB, Forrest, HC, POI, and TCL. Apache HTTP Server and Portable Runtime Project Management Committees are reestablished. New Board Committees on Infrastructure as well as Fundraising are formed. The ASF participates in the Java Community Process. The fifth ApacheCon takes place in Las Vegas. The first community-driven Apache Cocoon GetTogether is held.

    Highlights: 2003"Web 2.0" comes to the ASF; the Apache Web Services Project is formed. New projects in the Apache Incubator include Directory, Geronimo, Gump, James, Logging Services, Maven, Pluto, SpamAssassin, Tapestry, and XML Beans. Perl-Apache Project is renamed to the Apache Perl Project, and Cocoon becomes a Top Level Project. The sixth ApacheCon is held in Las Vegas, featuring an expo exchange with COMDEX. The Apache HTTP Server wins Best Server Software by Linux Format; Apache Ant wins Software Development Magazine Jolt Product Excellence and Productivity Award, the Java Pro Readers' Choice Award for Most Valuable Java Deployment Technology, as well as the JavaWorld Editors' Choice Award for "Most Useful Java Community-Developed Technology". JavaWorld also awards Apache Xerces-J Editors' Choice for "Best Java XML Tool". SpamAssassin wins the OSDir Editor's Choice Award. The Apache License v.1.2 is released; all products of the Foundation are required to be released under the new license.

    Highlights: 2004ASF Board members are re-elected: Greg Stein as Chairman, Dirk-Willem van Gulik as President, Chuck Murko as Treasurer, and Jim Jagielski as Executive Vice President/Secretary. The stable Apache License v.2.0 is released, and the ASF Contributor License Agreement (CLA) is expanded to accommodate corporate donations. New Apache projects in the Incubator include Beehive, Excalibur, Forrest, Gump, Hivemind, iBatis, Lenya, myFaces, Portals, SpamAssassin, Struts, wsrp4J (Portals sub-project), Xalan, XMLBeans, and XML Graphics. The Apache Commons project is terminated, as well as the Project Management Committee for Avalon. A New Public Relations Committee is established, and The ASF issues a formal response regarding alleged JBoss IP infringement in Geronimo. The PHP project amicably separates from The ASF, granting all rights and responsibilities pertaining to its codebases to the PHP Group. ApacheCon returns to Las Vegas for its seventh conference. Apache Ant wins the Java Developer's Journal "Editors' Choice Award".

    Highlights: 2005The ASF continues to be the community of choice to spearhead new innovations through its Incubator. Numerous projects in development include activeMQ, Apollo, Bridges, Continuum, Derby, Directory, Felix, Harmony, Roller, stdcxx, Synapse, and Xerces; Apache Lucene graduates as a Top Level Project. ApacheCon returns to Europe with the eighth conference held in Stuttgart, Germany, followed by ApacheCon US in San Diego. Tomcat receives the SD Software Development Readers' Choice Awards for "Best Open Source Tool"; Software Development Magazine's JOLT! Awards recognize Apache Jakarta and Tomcat.

    Highlights: 2006A new Board of Directors is elected: Greg Stein and Jim Jagielski are re-elected as Chairman and Executive Vice President/Secretary respectively; Sander Striker joins the Board as President, and Justin Erenkrantz is elected Treasurer. The Incubator matures, with new projects created to meet growing industry interest in Open Source solutions for enterprise resource planning and manage related business processes. Projects undergoing incubation are Abdera, Archiva, Cayenne, CXF, Hadoop, Harmony, HiveMind, Jackrabbit, MINA, ODE, OfBIZ, Open JPA, Open EJB, Qpid, Santuario, Shale, Tapestry, Tiles, and Velocity; Apache Cayenne, OFBiz, and Tiles graduate to become Top Level Projects later that year. The Apache Security Team is re-established, a new Testing project is established to oversee the creation of software related to the domain of software testing; in addition, and the ASF launches new Innovation Laboratories for the experimentation of new ideas without Project bylaws or community building requirements. The ASF hosts its tenth ApacheCon in Dublin, Ireland, followed by ApacheCon US in Austin, and launches ApacheCon Asia in Colombo, Sri Lanka. The Foundation establishes the Sponsorship program to help offset day-to-day operating expenses; donations are accepted by both individual and corporate contributors. SpamAssassin wins the Linux New Media Award, and Tapestry was awarded Sun's annual Duke's Choice Award for outstanding Java product innovation.

    Highlights: 2007The breadth and capability of The ASF is reflected in the largest changeover its Board members since its incorporation: Jim Jagielski is elected Chairman, Justin Erenkrantz as President, J. Aaron Farr as Treasurer, and Sam Ruby as Executive Vice President/Secretary. New projects continue to germinate, including Buildr, Camel, C++ Standard Library, Pig, Quetzalcoatl, ServiceMix, Synapse, and Tiles entering the Incubator; Apache ActiveMQ, Commons (Jakarta), Felix, HttpComponents, ODE, OpenEJB, OpenJPA, POI, Quetzalcoatl, Roller, ServiceMix, Turbine, and Wicket graduate as Top Level Projects. The ASF establishes a Legal Affairs Committee to manage legal policies, as well as a Travel Assistance Committee to provide financial support to select individuals otherwise unable to attend ApacheCon. The twelfth ApacheCon is successfully held in Amsterdam, The Netherlands, followed by ApacheCon US in Atlanta.

    Highlights: 2008The ASF re-elects Jim Jagielski, Justin Erenkrantz, and Sam Ruby to the Board as Chairman, President, and Secretary respectively; Sander Striker is elected Executive Vice President, and J. Aaron Farr is Treasurer. HBase, Hive, and Zookeeper enter the Incubator; Apache Abdera, Archiva, Buildr, Continuum, CouchDB, CXF, Hadoop, Qpid, and Tuscany become Top Level Projects. The Apache Attic is established to retire ASF projects that have reached their end of life through a scalable process. Apache user gatherings continue to gain popularity, with events hosted by projects that include Cocoon, Derby, Forrest, Hadoop, Jakarta, OfBIZ, Pig, Wicket, among others. The fourteenth ApacheCon is held in Amsterdam, The Netherlands, followed by ApacheCon US in New Orleans, where sixty members of the community participate in voluntourism efforts to help rebuild the City still suffering from the effects of Hurricane Katrina. ApacheCon US also marks the expansion of ASF-wide developer and user community events to include "unconferences" such as BarCamps, GetTogethers, Symposia, and the first ASF Meet Up in Beijing. Apache tops the Software Development Times 100 list of Industry Influencers for the third year running in the category of Application Servers, The ASF wins its third Member of the Year prize awarded by the Java Community Process Program Management Office, Apache SpamAssassin won the InfoWorld "Best Of Open Source Software" BOSSIE Award, Apache Directory Studio finishes as runner-up for the Eclipse Community Award's Best Open Source RCP Application, and barely six months under incubation, Sling wins the JAX Innovation Award.

    Highlights: 2009The ASF announces Ten Years of Apache; celebrates a decade of innovation in Open Source software and community development. Nearly 300 ASF Members collaborate successfully with more than 2,000 Committers; 68 Top Level Projects, 35 initiatives in the Incubator, and 23 Labs concepts are currently active at the Foundation. ApacheCon Europe 2009 was held 23-27 March in Amsterdam, with the Hackathon (face-to-face Apache project-related collaboration/development with ASF Members and Committers) open to the public and including another BarCamp. 10th Anniversary celebrations continued at ApacheCon US 2009, in Oakland 2-6 November, where both the Governor of California and the Mayor of Oakland congratulated Apache on its success and named 4 November "Apache Software Foundation Day".

    Highlights: 2010The ASF hits its millionth code commit with a revision milestone today with a commit by ASF Member Yonik Seeley on behalf of the Apache Lucene Project. Apache Aries, Avro, Cassandra, Click, ESME, HBase, Hive, jUDDI, Karaf, Mahout, Nutch, OODT, Pig, Pivot, Shindig, Shiro, Subversion, Thrift, Tika, Traffic Server, UIMA, ZooKeeper become Top-level Projects. Alois, Amber, Bean Validation, Celix, Chukwa, Deltacloud, Gora, Isis, Jena, Kitty, Lucy, ManifoldCF, Mesos, NPanday, Nuvem, OODT, OpenNLP, SIS, Stanbol, Wave, Whirr, and Zeta Components entered the Apache Incubator. Milestone project releases include Cassandra 0.6, Cayenne 3.0, FOP 1.0, Maven 3.0, SpamAssassin 3.3.0, and Tomcat 7.0. Apache Excalibur, iBatis, Quetzalcoatl, and WSIF Projects were retired to the Attic. The ASF launches "Apache Extras" (hosted by Google) to provide a "home-away-from-home" for code associated with Apache projects. The ASF issued Public Statements about Apache Harmony as well as Oracle's decision on the Java SE Technology Compatibility Kit's Field Of Use, and resigns from the Java Community Process Executive Committee. Shane Curcuru, Doug Cutting, Bertrand Delacretaz, Roy T. Fielding, Jim Jagielski, Sam Ruby, Noirin Shirley, Greg Stein, and Henri Yandell have been elected to serve on the ASF Board of Directors; Geir Magnusson, Jr., is named as replacement for Henri Yandell. ASF Director Greg Stein awarded O'Reilly Open Source Award at OSCON. New role of Executive Assistant has been created and staffed. 30 new ASF Members were elected this year. ASF Platinum Sponsors are Google, Microsoft, and Yahoo!; IBM joins Gold Sponsor Hewlett-Packard; Silver Sponsors are Cloudera, Progress Software and Springsource/VMWare, and Bronze Sponsors are BlueNog, Intuit, Joost, and Matt Mullenweg. ApacheCon North America took place in Atlanta, Georgia. BarCampApache in Sydney, Australia, was the first ASF-backed event to take place in the Southern Hemisphere.

    Highlights: 2011Apache ACE, Chemistry, Deltacloud, JMeter, Libcloud, River, Whirr became Top-level Projects. More projects than ever submitted to become part of the Apache community: Accumulo, Airavata, Ambari, Any23, AWF, Bigtop, Bloodhound, Cordova, DeltaSpike, DirectMemory, EasyAnt, Flex, Flume, Giraph, HCatalog, Kafka, Kalumet, Lucene.Net, MRUnit, ODF Toolkit, OGNL, Oozie,   OpenMeetings, OpenOffice, Rave, S4, and Sqoop entered the Incubator. Apache Alois retired from the Incubator. Apache Harmony, Jakarta, and Xindice moved to the Attic. Milestone project releases include Cassandra 0.7 and 1.0, Geronimo v3.0-beta-1, Pivot 2.0, Subversion 1.7.0, Tika 1.0, and Turbine 4.0-M1. Apache TomEE is certified as Java EE 6 Web Profile Compatible. Apache UIMA and Hadoop advance data intelligence and semantic capabilities of Watson, IBM's "Smartest Machine on Earth" demonstrated in first-ever man vs. machine competition on Jeopardy! quiz show. Apache Hadoop wins MediaGuardian's "Innovator of the Year" award. The ASF accepted to become an Affiliate at the Open Source Initiative. New Executive Committee is appointed: Doug Cutting as Chair, Greg Stein as Vice Chair, Jim Jagielski as President, Noirin Plunkett as Executive Vice President, Sam Ruby as Vice President - Infrastructure, Craig L Russell as Secretary, Sam Ruby as Assistant Secretary, and Geir Magnusson, Jr., as Treasurer. The ASF is subpoenaed by the United Stated District Court to produce documents in Oracle America vs. Google related to the use of Apache Harmony code in the Android software platform, and the unsuccessful attempt by Apache to secure an acceptable license to the Java SE Technology Compatibility Kit. The ASF issues statement on Apache OpenOffice.org (the first mature, end-user-facing Apache project) and Open Letter to the Open Document Format Ecosystem clarifying that its code base was not pursued by the ASF prior to its acceptance into the Apache Incubator, and articulating the project's vision within the wider Open Document Format ecosystem. 42 new ASF Members were elected, bringing the active membership to 370 individuals and 2,663 Apache Commiters world-wide. ASF Platinum Sponsors are Google, Microsoft, and Yahoo!; AMD, Facebook, and Hortonworks join Gold Sponsors Hewlett-Packard and IBM; PSW Group joins Silver Sponsors Cloudera, Progress Software and Springsource/VMWare; and Liip AG, Lucid Imagination, Talend, and WANdisco join Bronze Sponsors BlueNog, Intuit, Joost, and Matt Mullenweg. ApacheCon North America took place in Vancouver, Canada, marking the 25th event in the conference series.

    Highlights: 2012The ASF celebrated the 17th Anniversary of the Apache HTTP Server with the release of v2.4; the project maintains its standing as the world's most popular Web server, powering nearly 400 million sites. The Apache Incubator continues to gain momentum, with 85 podlings graduating over the past decade. Apache Accumulo, Airavata, Any23, Bigtop, BVal, Cordova, Creadur, DirectMemory, Empire-db, Flex, Flume, Giraph, Gora, Hama, ISIS, Jena, Kafka, Lucene.Net, Lucy, ManifoldCF, MRUnit, Oozie, OpenNLP, OpenOffice, Rave, SIS, Sqoop, Stanbol, Steve, Syncope, VCL, Wink, Wookie become Top-level Projects. Allura, Blur, CloudStack, Crunch, cTAKES, DeviceMap, Drill, Hadoop Development Tools, Helix, Marmotta, Ripple, Streams, and Syncope entered the Incbuator. Apache AWF, HISE, Kato, Kitty, and PhotArk retired from the Incubator. Milestone project releases include Deltacloud 1.0, Hadoop 1.0, Nutch 2.0, TomEE 1.0, Traffic Server 3.2, and Wicket 6.0. New Executive Committee is appointed: Doug Cutting as Chair, Greg Stein as Vice Chair, Jim Jagielski as President, Ross Gardler as Executive Vice President, Craig L Russell as Secretary, Chris Mattmann as Treasurer, and Sam Ruby as Assistant Secretary. ASF Officers that now serve at the direction of the President are: Vice President, Brand Management; Vice President, Fundraising; Vice President, Marketing and Publicity; and Vice President, Conference Planning. The office of Vice President, Java Community Process is dissolved. 46 new ASF Members were elected this year. Citrix became an ASF Sponsor, joining Facebook, Google, Microsoft, and Yahoo! at the Platinum level; AMD, Hortonworks, HP, IBM, and Matt Mullenweg at the Gold level; GoDaddy, Huawei, and In Motion Hosting joined Basis Technology, Cloudera, PSW GROUP, SpringSource, and WANdisco at the Silver level; and Intuit and Twitter joined BlueNog, Digital Primates, Intuit, Joost, Liip AG SA Ltd, Lucid Imagination, Talend, and Two Sigma Investments at the Bronze level. The ASF returned to Europe with the ApacheCon Europe Community Edition in Sinsheim, Germany, underwritten and hosted by SAP.

    Highlights: 2013Apache Ambari, Bloodhound, Chukwa, Clerezza, CloudStack, Crunch, cTAKES, Curator, DeltaSpike, Etch, Helix, jclouds, JSPWiki, Marmotta, Mesos, Oltu, Onami, OpenMeetings, graduate as Top-level Projects. Aurora, BatchEE, Curator, Falcon, jclouds, Knox, log4cxx2, MetaModel, MRQL, Olingo, Open Climate Workbench, Phoenix, Provisionr, Samza, Sentry, Sirona, Spark, Storm, Stratos, Tajo, Tez, Twill, Usergrid entered the Apache Incubator. Apache Provisionr retired from the Incubator. Milestone project releases include Cassandra 1.2 and 2.0, OpenOffice 4.0, and Subversion 1.8.0. Apache Struts 1 announces End-Of-Life, and recommends Struts 2 as successor. Apache C++ Standard Library (STDCXX), ESME, and XMLBeans moved to the Attic. The ASF issues a statement on Oracle's Technology Compatibility Kit License. Shane Curcuru, Doug Cutting, Bertrand Delacretaz, Roy Fielding, Jim Jagielski, Chris Mattmann, Brett Porter, Sam Ruby, and Greg Stein were elected to the ASF Board of Directors. The office of Vice President, Conference Planning, was dissolved; committee was renamed to Events Planning. 36 new ASF Members were elected, bringing the active membership to 468 individuals. ASF Sponsors are Citrix, Facebook, Google, Microsoft, and Yahoo! at the Platinum level; AMD, Hortonworks, HP, IBM, and Matt Mullenweg at the Gold level; Basis Technology, Cloudera, GoDaddy, Huawei, InMotion Hosting, PSW GROUP, SpringSource, and WANdisco at the Silver level; and BlueNog, Digital Primates, Intuit, Joost, Liip AG SA Ltd, Lucid Imagination, Talend, Twitter, and Two Sigma Investments at the Bronze level. Freie Universität Berlin (FUB) committed to become the provider of Apache server hosting and bandwidth in Europe. The ASF was accepted into the Google Summer of Code (GSoC) as a mentoring organization for the eighth consecutive year; hundreds of students have been mentored in "The Apache Way" under the guidance of the ASF Community Development Project, with many continuing to be long-term code committers on a variety of Apache projects, as well as some active program participants elected as ASF Members. ApacheCon North America took place in Portland, Oregon.

    Highlights: 2014The ASF exceeded 2 Million code commits: the two millionth revision was by ASF Member Daniel Kulp on behalf of the Apache CXF Project. The Apache HTTP Server remains the world's leading Web server: the Netcraft September Web Server Survey exceeded a billion Websites, stating "Apache truly dominates this market, with more than half of all active sites choosing to use Apache software". Interest in Apache's projects continued to boom, accelerating development and participation by 100% in four years: Apache Allura, Celix, Knox, Olingo, Open Climate Workbench, Phoenix, Spark, Storm, Stratos, Tajo, Tez, VXQuery became Top-level Projects. Argus, Brooklyn, Calcite, DataFu, Flink, HTrace, Ignite, Johnzon, Lens, Parquet, REEF, Slider, Tamaya, and Taverna entered the Apache Incubator. Milestone project releases included Cayenne 3.1, CloudStack 4.3, Log4j 2, SpamAssassin 3.4.0, and Spark 1.0. Apache Click was retired to the Attic. Apache OpenOffice reached a major adoption milestone with 100 million downloads. Apache TomEE won a Duke's Choice and Geek Choice Award; DeltaSpike, dubbed "the Swiss Army Knife of modern Java EE" won a Duke's Choice Award. The ASF Celebrated Document Freedom Day, with numerous Apache Projects supporting standards-based document accessibility and interoperability. Rich Bowen, Doug Cutting, Bertrand Delacretaz, Ross Gardler, Jim Jagielski, Chris Mattmann, Brett Porter, Sam Ruby, and Greg Stein were elected to the ASF Board of Directors. The ASF boasts 505 active Members and 4,081 Apache Committers. The ASF Infrastructure team continues to keep the ASF's multi-datacenter, multi-cloud deployment running 24x7x365 on multiple continents, distributing terabytes of artifacts per week and archiving more than 11 million Apache email messages. Apache's repositories changed greatly with the introduction of Git to the source code management system four years ago; since then the original Subversion repository had been decentralized and augmented with 268 Git repositories, and a robust GitHub presence with 564 different repositories. In addition, the Infrastructure team launched a new status service that provides extensive information about the health of the Apache infrastructure and activity within its projects, as well as a new code signing service for Java, Windows and Android applications for any Apache project to use to sign their releases. The ASF provided new "Powered by Apache" graphical assets for Apache projects, developers, and users to identify their affiliation with products and initiatives under the Apache umbrella. The ASF continues to flourish thanks to support from Platinum Sponsors Citrix, Facebook, Google, Matt Mullenweg, Microsoft, and Yahoo!; Gold Sponsors Cloudera, Comcast, HP, Hortonworks, and IBM; Silver Sponsors Budget Direct, Cerner, Huawei, InMotion Hosting, Pivotal, Produban, and WANdisco; and Bronze Sponsors Accor, Basis Technology, Bluehost, Cloudsoft Corporation, Samsung, Talend, and Twitter. The ASF decided to accept donations using Bitcoin, and received more than 90 transactions within 48 hours of opening its Bitcoin wallet. ApacheCon North America took place in Denver, Colorado, and ApacheCon Europe was held in Budapest, Hungary.

    # # #

    Sally Khudairi Vice President The Apache Software Foundation +1 617 921 8656 <press@apache.org>

    Computers Are Opening Their Eyes — and They’re Already Better at Seeing Than We Are | killexams.com real questions and Pass4sure dumps

  • Post
  • For the past several decades we’ve been teaching computers to understand the visual world. And like everything artificial intelligence these days, computer vision is making rapid strides. So much so that it’s starting to beat us at ‘name that object.’

    Every year the ImageNet project runs a competition testing the current capability of computers to identify objects in photographs. And in 2015, they hit a milestone…

    Advertisement

    Microsoft reported a 4.94% error rate for their vision system, compared to a 5.1% human counterpart.

    While that doesn’t quite give computers the ability to do everything that human vision can (yet), it does mean that computer vision is ready for prime time. In fact, computer vision is very good — and lightning fast — at narrow tasks. Tasks like:

  • Social listening: Track buzz about your brand and products in images posted to social media
  • Visual auditing: Remotely monitor for damage, defects or regulatory compliance in a fleet of trucks, planes, or windmills
  • Insurance: Quickly process claims by instantly classifying new submissions into different categories
  • Manufacturing: Ensure components are being positioned correctly on an assembly line
  • Social commerce: Use an image of a food dish to find out which restaurant serves it, or use a travel photo to find vacation suggestions based on similar experiences, or find similar homes for sale
  • Retail: Find stores with similar clothes in stock or on sale, or use a travel image to find retail suggestions in that area
  • This is a game-changer for business. An A.I.-powered tool that can digitize the visual world can add value to a wide range of business processes — from marketing to security to fleet management.

    Unlocking Data in Visual Content

    So here’s a step-by-step guide for building a powerful image recognition service — powered by IBM Watson — and capable of facial recognition, age estimation, object identification, etc.

    The application wrapped around this service (originally developed by IBM’s Watson Developer Cloud) is preconfigured to identify objects, faces, text, scenes and other contexts in images.

    A quick example.

    And by the way…Here’s what Watson found in our featured image above:

    Classes Score guitarist 0.69 musician 0.77 entertainer 0.77 person 0.86 songwriter 0.61 bass (musical instrument) 0.53 musical instrument 0.54 device 0.54 orange color 0.95 Type Hierarchy /person/entertainer/musician/guitarist /person/songwriter /device/bass (musical instrument) Faces Score age 18 – 24 0.50 male 0.02

    Not too shabby. Watson correctly identified the image as a person with a guitar. It also found the face, which is pretty impressive. But was unsure about the guitarist’s age and gender.

    Personally, I would guess our guitarist is a woman based on the longer hair and fingernails. And no doubt Watson will be able to pick up those subtle clues as well in the near future.

    Note: The “Score” is a numerical representation (0-1) of how confident the system is in a particular classification. The higher the number, the higher the confidence.

    A.I.-Powered Vision

    Using an artificial intelligence platform to instantly translate the things we see into written common language, is like having an army of experts continuously reviewing and describing your images.

    Allowing you to quickly — and accurately — organize visual information. Turning piles of images — or video frames — into useful data for your business. Data that can then be acted upon, shared or stored.

    What will you learn from your visual data?

    Let’s find out…

  • What You’ll Need
  • Step 1: Create the Application Container
  • Step 2: Create the Visual Recognition Instance
  • Step 3: Launch It
  • Troubleshooting
  • If you’d like to preview the source code, here’s our fork of the application on GitHub.

    The End Result

    The steps in this guide will create an application similar to the following…

    You can also preview a live version of this application. The major features are:

  • Object determination — Classifies things in the image
  • Text extraction — Extracts text displayed in the image
  • Face detection — Detects human faces, including an estimation of age & gender
  • Celebrity identifier — Names the person if your image includes a public figure (when a face is found)
  • And this is just the beginning, this application can be extended in many different ways — it’s only limited by your imagination.

    How it works.

    Here’s a quick diagram of the major components…

    The application uses just one cloud-based service from IBM Watson:

  • Visual Recognition — Classifies objects and scenes in image data
  • Note: Most of the following steps can be accomplished through command line or point-and-click. To keep it as visual as possible, this guide focuses on point-and-click. But the source code also includes command line scripts if that’s your preference.

    What You’ll Need

    Before we create the service instance and application container, let’s get the system requirements knocked.

    Download the source repository.

    To start, go ahead and download the source files.

    Note: You’ll need a git client installed on your computer for this step.

    Simply move to the directory you want to use for this demo and run the following commands in a terminal…

    Terminal # Download source repository git clone https://github.com/10xNation/ibm-watson-visual-recognition.git cd ibm-watson-visual-recognition

    At this point, you can keep the terminal window open and set it aside for now…we’ll need it in a later step.

    Name the application.

    Right away, let’s nail down a name for your new image recognition app.

    manifest.yml ... # Application name - name: xxxxxxxxxxxxxxx ...

    Replace xxxxxxxxxxxxxxx in the manifest.yml file with a globally unique name for your instance of the application.

    The name you choose will be used to create the application’s URL — eg. http://visual-recognition-12345.mybluemix.net/.

    Create a Bluemix account.

    Go to the Bluemix Dashboard page (Bluemix is IBM’s cloud platform).

    If you don’t already have one, create a Bluemix account by clicking on the “Sign Up” button and completing the registration process.

    Install Cloud-foundry.

    A few of the steps in this guide require a command line session, so you’ll need to install the Cloud-foundry CLI tool. This toolkit allows you more easily interact with Bluemix.

    Open a terminal session with Bluemix.

    Once the Cloud-foundry CLI tool is installed, you’ll be able to log into Bluemix through the terminal.

    Terminal # Log into Bluemix cf api https://api.ng.bluemix.net cf login -u YOUR_BLUEMIX_ID -p YOUR_BLUEMIX_PASSOWRD

    Replace YOUR_BLUEMIX_ID and YOUR_BLUEMIX_PASSOWRD with the respective username and password you created above.

    Step 1: Create the Application Container

    Go to the Bluemix Dashboard page.

    Then on the next page, click on the “Create App” button to add a new application.

    In this demo, we’ll be using a Node application, so click on “SDK for Node.js.”

    Then fill out the information required, using the application name you chose in What You’ll Need — and hit “Create.”

    Set the application memory.

    Before we move on, let’s give the application a little more memory to work with.

    Click on your application.

    Then click on the “plus” sign for “MB MEMORY PER INSTANCE” — set it to 512 MB — and hit “Save.”

    Step 2: Create the Visual Recognition Instance

    To set up your Visual Recognition service, jump back to the Bluemix Dashboard page.

    Click on your application again.

    And that should take you to the Overview tab for your application. And since this is a brand new application, you should see a “Create new” button in the Connections widget — click that button.

    You should now see a long list of services. Click “Watson” in the Categories filter and then click on “Visual Recognition” to create an instance of that service.

    Go ahead and choose a Service Name that makes sense for you — eg. Visual Recognition-Demo. For this demo, the “Free” Pricing Plan will do just fine. And by default, you should see your application’s name listed in the “Connected to” field.

    Click the “Create” button when ready. And enter the Name and Pricing Plan you chose into the manifest.yml file…

    manifest.yml ... # Visual Recognition Visual Recognition-Demo: label: watson_vision_combined plan: free ... - services: - Visual Recognition-Demo ...

    If needed, replace both instances of Visual Recognition-Demo with your Service Name and free with your chosen Pricing Plan.

    Feel free to “Restage” your application when prompted.

    Enter service credentials.

    After your Visual Recognition instance is created, click on the respective “View credentials” button.

    And that will pop up a modal with your details.

    Copy/paste your API key into the respective portion of your .env file.

    .env # Environment variables VISUAL_RECOGNITION_API_KEY=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx

    Replace xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx with the key listed for api_key.

    Your Visual Recognition service is now ready. So let’s fire this thing up!

    Step 3: Launch It

    To bring the application to life, simply run the following command — making sure the terminal is still in the repository directory and logged into Bluemix…

    Terminal cf push

    This command will upload all the needed files, configure the settings — and start the application.

    Note: You can use the same cf push command to update the same application after it’s originally published.

    Take a look.

    After the application has started, you’ll be able to open it in your browser at the respective URL.

    The page should look something like this…

    Play around with it and get a feel for the functionality.

    Custom classifier.

    The application also supports a custom classifier, which allows you to customize the type of objects the system can identify within your images.

    To check it out, click on the “Train” button.

    The “Free” pricing plan only supports one custom classifier. So if you want to test multiple versions, you’ll need to delete the previous one. And you can do that by deleting and recreating the Visual Recognition service — step #2 above. Or you can modify the existing service using the following command…

    Note: You’ll need the curl command installed for this.

    Terminal # Get classifier ID curl -X GET "https://gateway-a.watsonplatform.net/visual-recognition/api/v3/classifiers/?api_key=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx&version=2017-05-06" # Remove existing custom classifier curl -X DELETE "https://gateway-a.watsonplatform.net/visual-recognition/api/v3/classifiers/xxxxxxxxxxxx?api_key=xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx&version=2017-05-06"

    Replace 2017-05-06 with the date you created the classifier, xxxxxxxxxxxx with the classifier_id returned from the first command, and both instances of xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx with the Visual Recognition service api key you retrieved in step #2

    Troubleshooting

    If you’re having any problems with the application, be sure to check out the logs…

    Just click on the “Logs” tab within your application page.

    And that’s pretty much the end of the road. You’re now a computer vision pro!

    Take it to the Next Level

    Feel like you’re ready to give your applications and devices the power of sight? The sky’s the limit for how and where you apply this technology.

    And under the current pricing, you can classify 250 images/day for free. So there’s no reason not to jump right in.

    You can dig deeper into the Visual Recognition service at the Watson Developer documentation. Enjoy!

    This post is part of our How to Apply A.I. in Your Business blog series. Be sure to check out our past issues:
  • Building Voice-Enabled Products With Amazon Alexa
  • Cognitive Customer Engagement Using IBM Watson
  • Harnessing Visual Data Using Google Cloud
  • Building a Recommendation Engine Using Microsoft Azure
  • Predicting Marketing Campaign Response Using Amazon Machine Learning
  • Unleashing A.I.-Powered Conversation With IBM Watson
  • Get into the Mind of Your Customer Using Google’s Sentiment Analysis Tools
  • Discover Your Customers’ Deepest Feelings Using Microsoft Facial Recognition
  • Give Your Products the Power of Speech Using Amazon Polly
  • And be on the lookout for future issues, they come out every other Monday.



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    IBM C7020-230 Exam (IBM Watson V3 Application Development) Detailed Information



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