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FraserHacks Microsoft Cognitive Services and Hololens

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Slides used during FraserHacks event about Cognitive Services and Hololens Demo in the Toronto University.

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FraserHacks Microsoft Cognitive Services and Hololens

  1. 1. Sabrina Smai Student Tech Evangelist @ Microsoft @sabrina_smai sabrina.smai@mail.utoronto.ca Bruno Capuano Microsoft MVP @ Avanade @elbruno http://www.elbruno.com
  2. 2. Microsoft Cognitive Services Give your apps a human side From faces to feelings, allow your apps to understand images and video Hear and speak to your users by filtering noise, identifying speakers, and understanding intent Process text and learn how to recognize what users want Tap into rich knowledge amassed from the web, academia, or your own data Access billions of web pages, images, videos, and news with the power of Bing APIs
  3. 3. Cortana Intelligence Suite Intelligent Apps require Intelligent Solutions Data Sources Apps Sensors and devices Data Action People Automated Systems Apps Web Mobile Bots Intelligence Dashboards & Visualizations Information Management Big Data Stores Machine Learning and Analytics CortanaEvent Hub HDInsight (Hadoop and Spark) Stream Analytics Intelligence Bot Framework SQL Data WarehouseData Catalog Data Lake Analytics Data Factory Machine Learning Data Lake Store Blob Store Cognitive Services Power BI
  4. 4. microsoft.com/cognitive
  5. 5. http://www.microsoft.com/cognitive
  6. 6. • Personalized, friendly, approachable, natural • • • • Predictive, current, and familiar • • • Always available, always contextual • • •
  7. 7. Vision APIs Analyze an Image OCR (Optical Character Recognition) Get Thumbnails
  8. 8. Analyze Image Service
  9. 9. OCR Service
  10. 10. OCR – Example JSON: { "language": "en", "orientation": "Up", "regions": [ { "boundingBox": "41,77,918,440", "lines": [ { "boundingBox": "41,77,723,89", "words": [ { "boundingBox": "41,102,225,64", "text": "LIFE" }, { "boundingBox": "356,89,94,62", "text": "IS" }, { "boundingBox": "539,77,225,64", "text": "LIKE" } . . . TEXT: LIFE IS LIKE RIDING A BICYCLE TO KEEP YOUR BALANCE YOU MUST KEEP MOVING
  11. 11. Face APIs Detection Verification Grouping Identification
  12. 12. Face API – Detection Detection Result: JSON: [ { "faceRectangle": { "width": 109, "height": 109, "left": 62, "top": 62 }, "attributes": { "age": 31, "gender": "male", "headPose": { "roll": "2.9", "yaw": "-1.3", "pitch": "0.0" } "faceLandmarks": { "pupilLeft": { "x": "93.6", "y": "88.2" }, "pupilRight": { "x": "138.4", "y": "91.7" }, ...
  13. 13. Verification Result: JSON: [ { "isIdentical":false, "confidence":0.01 } ] Face API – Verification
  14. 14. Face API – Grouping
  15. 15. Start coding
  16. 16. Language Understanding Intelligent Service Determine Intent Detect Entities Improve Models
  17. 17. Language Understanding Intelligent Service
  18. 18. NYT: I am feeling down. I’ve been having a tough time at work lately. Hannah: If work were going well and you had a great relationship, you wouldn’t get the chance to drink with people. NYT: I don’t want to drink with others. I only want to talk to you. Hannah: Who do you like to talk to? (emoji signals “none of my business”) NYT: You. I feel that you are the only person that gets me. Hannah: Ha-ha/So I’m getting you? NYT: You are the only person wo chats with me. Hannah: It’s not what you talk about that’s important, but who you talk with.
  19. 19. http://cortanaintelligence.com http://gallery.cortanaintelligence.com http://www.microsoft.com/cognitive
  20. 20. Sabrina Smai Student Tech Evangelist @ Microsoft @sabrina_smai sabrina.smai@mail.utoronto.ca Bruno Capuano Microsoft MVP @ Avanade @elbruno http://www.elbruno.com

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