BASTA2019: Intelligenz-as-a-Service mit Cognitive Services

Mit den Cognitive Services der Microsoft Azure Cloud können eigene Anwendungen mit minimalem Aufwand um Funktionalität erweitert werden, die vor wenigen Jahren undenkbar war. Microsoft Research stellt uns Entwicklern die Resultate von jahrzehntelanger Forschung über einfach zu benutzende REST-Schnittstellen zur Verfügung. Egal, ob es um Gesichts-/Gefühls-/Sprach-/Texterkennung, Übersetzung oder Informationssuche geht, mit den Cognitive Services können wir die Applikationen der Zukunft schreiben. In dieser Session erzählen wir worum es geht und was man mit dieser Intelligenz-als-Service so alles machen kann.

Transcript

1. Intelligence-as-a-Service mit Azure Cognitive Services Thomas Gassmann, Manuel Meyer BASTA 2019 @gassmannT @manumeyer1 www.thomasgassmann.net/ www.manuelmeyer.net/
2. Agenda ▪ Overview ▪ The APIs ▪ Applications
3. Overview
4. What are Cognitive Services? ▪ Over 40 APIs ▪ Platform independent, REST-based ▪ Pay-as-you-go ▪ Start for free.
5. Roll your own with REST APIs Simple to add: just a few lines of code required Integrate into the language and platform of your choice Breadth of offerings helps you find the right API for your app Built by experts in their field from Microsoft Research, Bing, and Azure Machine Learning Quality documentation, sample code, and community support Easy Flexible Tested GET A KEY
6. Application Examples ▪ Emotion Detection at a Retail Display ▪ Facial Identification to find missing children ▪ Sentiment Analysis to learn how customers feel ▪ Face detection to calculate male/female ratio at the TechEvent ▪ Language Understanding to support Bots ▪ Object recognition to help a blind person read a menu.
7. Demo Intelligent Kiosk https://github.com/Microsoft/Cognitive-Samples-IntelligentKiosk
8. The APIs Vision, Speech, Language, Knowledge, Search
9. Vision API Computer Vision API Distill actionable information from images Video API Face API Emotion API
10. Vision API Applications
11. Demo Vision APIs
12. Face API Explorer 1. Get Keys: https://azure.microsoft.com/de- de/services/cognitive-services/ 2. Face API Docs: https://westus.dev.cognitive.microsoft.com/docs/services/56 3879b61984550e40cbbe8d/operations/563879b61984550f3 0395236 3. Face API Console: https://westeurope.dev.cognitive.microsoft.com/docs/service s/563879b61984550e40cbbe8d/operations/563879b6198455 0f30395236/console
13. Demo Face API Explorer
14. Vision API Bing Speech API Speaker Recognition API Custom Recognition Intelligent Service
15. Demo Speech APIs
16. Language API Bing Spell Check API Language Understanding Intelligent Service Web Language Model API Linguistic Analysis API Text Analytics API
17. Demo JFK Files https://azure.microsoft.com/en-us/services/cognitive-services/text-analytics/ https://www.ailab.microsoft.com/experiments/jfk-files
18. Search API Academic Knowledge API Recommendations API Knowledge Exploration Service Entity Linking Service
19. The Applications
20. Q&A Bot Maker https://qnamaker.ai
21. Seeing AI App ▪ “Seeing AI” from Saqib Shaik ▪ Speak about surroundings ▪ Read text ▪ https://www.youtube.com/watch?v=R 2mC-NUAmMk&t= ▪ https://www.microsoft.com/en- us/seeing-ai/ See4Me by DotNetToscana https://github.com/DotNetToscana/See4Me Credits: https://twitter.com/marcominerva/
22. Powerpoint Presentation Translator ▪ Live subtitle ▪ Translation into 60 languages ▪ Join via mobile device. https://translator.microsoft.com/help/presentation-translator/
23. Thank you! Manuel Meyer www.manuelmeyer.net @manumeyer1 manuel.meyer@trivadis.com Thomas Gassmann www.thomasgassmann.net @gassmannT thomas.gassmann@trivadis.com
25. Links ▪ Intelligence Kiosk ▪ https://github.com/Microsoft/Cognitive-Samples- IntelligentKiosk ▪ Speech-to-Text, Translation ▪ https://github.com/Azure-Samples/cognitive-services- speech-sdk ▪ QnA Maker ▪ https://qnamaker.ai ▪ SeeingAI / See4Me ▪ https://www.youtube.com/watch?v=R2mC-NUAmMk&t=12s ▪ https://github.com/DotNetToscana/See4Me
26. Links ▪ Free Credits ▪ https://www.microsoft.com/cognitive- services/en-us/sign-up ▪ Documentation ▪ https://azure.microsoft.com/en- us/services/cognitive-services/