Cognitive IBM Watson Services for Bluemix Developers
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The document discusses IBM Watson's cognitive services available for Bluemix developers, including features like natural language processing, speech and image recognition, and language translation. It highlights various services such as dialog systems, natural language classifiers, and tone analyzers, along with demos for practical application. Additionally, it provides resources including APIs and GitHub links for developers to integrate cognitive capabilities into their applications.
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Cognitive IBM Watson Services for Bluemix Developers
- 1. Cognitive IBM Watson Services for Bluemix Developers Niklas Heidloff Developer Advocate for IBM Bluemix @nheidloff March 2016
- 2. What are Cognitive Services?CognitiveServices • Natural interaction with humans – For example speech and emotions – Not only used by web applications, but also in physical world • Processing of semi-structured data and big amounts of data – For example language classifications and image recognitions • Trained and continuously improved via machine and deep learning – For example search (retrieve and rank) – Leverages context to improve service qualities
- 4. DialogDialog • Enables your application to use natural language to converse with users • Demo: Minecraft
- 5. Dialog
- 6. Dialog
- 7. Dialog
- 8. Dialog
- 9. NaturalLanguageClassifier • Performs natural language classification on question texts • Demo: http://natural-language-classifier-demo.mybluemix.net/ Natural Language Classifier
- 11. DialogandNLC • Gives your users an engaging experience with your application by guiding them through a series of tasks in natural language - rather than a long form • Demo: https://conversational-agent-application-starter- kit.mybluemix.net Dialog and Natural Language Classifier
- 12. DialogandNLC
- 13. DialogandNLC
- 14. SpeechRecognition • Converts the human voice into the written word • Demo: Anki Overdrive cars • Demos: https://speech-to-text-demo.mybluemix.net/ https://audio-analysis-application-starter-kit.mybluemix.net/ https://text-to-speech-demo.mybluemix.net/ Speech Recognition
- 16. SpeechRecognition IBM Bluemix Demo with Anki Overdrive Cars
- 17. Speech RecognitionSpeechRecognition • IBM Watson IoT Platform • Node-RED • IBM Watson Speech to Text service • IBM Watson Natural Language Classifier service • https://github.com/IBM-Bluemix/node-mqtt-for-anki-overdrive • https://github.com/IBM-Bluemix/sphero-bluemix-speech • http://heidloff.net/article/steering-anki-overdrive-cars-speech- recognition-bluemix-watson
- 20. FaceRecognition • Returns the position, age, gender, and, in the case of celebrities, the identities of the people in the photo • Demo: Selfie Drone • Demo: http://vision.alchemy.ai/ Face Recognition
- 21. FaceRecognition
- 22. FaceRecognition
- 23. VisualRecognition • Analyzes the visual content of images and videos to understand their content without requiring a textual description • Demo: Thumbs up • Demo: https://visual-recognition-demo.mybluemix.net/ Visual Recognition
- 26. PersonalityInsights • Derives insights from transactional and social media data to identify psychological traits • Demo: Minecraft • Demo: https://watson-pi-demo.mybluemix.net/ Personality Insights
- 28. LanguageTranslation • Translates text from one language to another for specific domains • Demo: http://language-translation-demo.mybluemix.net/ • Demo: Customization Language Translation
- 32. ToneAnalyzer • Helps people detect, understand and revise the language tones of emotions, social propensities and writing styles from their writings • Demo: https://tone-analyzer-demo.mybluemix.net/ • Demo: Chrome Extension for Wordpress Tone Analyzer
- 33. ToneAnalyzer
- 34. ToneAnalyzer
- 35. Alchemy LanguageAlchemyLanguage • Offers 12 API functions as part of its text analysis service, each of which uses sophisticated natural language processing techniques to analyze your content and add high-level semantic information • Demo: http://www.alchemyapi.com/products/demo/alchemylanguage
- 36. Alchemy LanguageAlchemyLanguage curl -G "http://gateway- a.watsonplatform.net/calls/url/URLGetCombinedData?extract=enti ty,doc- sentiment,author,concept&apikey=[YOUR_API_KEY]&sentiment= 1&outputMode=json&url=http://heidloff.net/article/worker-safety- demo-watson-iot-platform"
- 37. AlchemyLanguage
- 38. Alchemy Data NewsAlchemyDataNews • Provides news and blog content enriched with natural language processing to allow for highly targeted search and trend analysis • Demos: http://querybuilder.alchemyapi.com/builder https://business-intelligence-application-starter- kit.mybluemix.net/
- 39. Alchemy Data NewsAlchemyDataNews curl -G "https://access.alchemyapi.com/calls/data/GetNews?apikey=[YOU R_API_KEY]&return=enriched.url.title,enriched.url.url,enriched.url. author,enriched.url.publicationDate,enriched.url.enrichedTitle.doc Sentiment&start=now- 2d&end=now&q.enriched.url.enrichedTitle.entities.entity=|text=IBM ,type=company|&q.enriched.url.enrichedTitle.docSentiment.type=p ositive&count=25&outputMode=json"
- 40. AlchemyDataNews
- 41. Tradeoff AnalyticsTradeoffAnalytics • Helps make better choices under multiple conflicting goals. Combines smart visualization and recommendations for tradeoff exploration • Demo: http://tradeoff-analytics-demo.mybluemix.net/
- 43. Concept InsightsConceptInsights • Explores the concepts behind your input, identifying associations beyond traditional text matching • Demo: Eclipse FAQ • Demo: https://concept-insights-demo.mybluemix.net/
- 44. ConceptInsights
- 45. ConceptInsights
- 46. ConceptInsights
- 47. Retrieve and RankRetrieveandRank • Adds machine learning enhanced search capabilities to your application • Demo: http://retrieve-and-rank-demo.mybluemix.net/rnr-demo/dist/#/
- 48. RetrieveandRank
- 49. CognitiveRobots
- 50. DevelopmentDevelopment • Watson Developer Cloud: https://www.ibm.com/smarterplanet/us/en/ibmwatson/developer cloud/ • Watson Developer Cloud on GitHub: https://github.com/watson-developer-cloud • Samples: https://www.ibm.com/smarterplanet/us/en/ibmwatson/developer cloud/gallery.html
- 51. DevelopmentDevelopment • REST APIs: https://www.ibm.com/smarterplanet/us/en/ibmwatson/developer cloud/retrieve-and-rank/api/v1/ • Node SDK: https://github.com/watson-developer-cloud/node-sdk • Java SDK: https://github.com/watson-developer-cloud/java-sdk
- 52. Feedback is highly appreciated! @nheidloff Niklas Heidloff Developer Advocate for IBM Bluemix @nheidloff March 2016