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Implementierung eines Visitenkarten-Scanners auf iOS

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Inhalt:
Das manuelle Erfassen von Geschäftskontakten ist für den Fachbereich mühsam und zeitaufwendig. Wir zeigen Ihnen in einer Live-Demo, wie wir unter iOS einen Visitenkarten-Scanner implementieren und stellen unsere Lessons Learned in den Bereichen Machine Learning und Computer Vision vor.

Dieses Webinar eignet sich für:
- Consultants und Entwickler, die sich für iOS, Machine Learning und Computer Vision interessieren.
- IT-Mitarbeiter, die den Fachbereich entlasten möchten.

In diesem Webinar gehen wir ein auf:
- iOS APIs im Bereich Computer Vision und OCR.
- Machine Learning Ansätze zur Detektion von Datentypen auf einer Visitenkarte.
- Data Driven Ansatz, um Ergebnisse zu verbessern.

Agenda:
1. Vorgehen bei der Implementierung eines Visitenkarten-Scanners
2. Technische Architektur
3. Live-Demo

Links:
Website: https://ibsolution.de/
Karriereportal: https://ibsolution.de/karriere/
Webinare: https://www.ibsolution.com/academy/webinare
YouTube: https://www.youtube.com/user/IBSolution
LinkedIn: https://de.linkedin.com/company/ibsolution-gmbh
Xing: https://www.xing.com/companies/ibsolutiongmbh
Facebook: https://de-de.facebook.com/IBsolutionGmbH/
Twitter: https://twitter.com/ibsolutiongmbh?lang=de
Instagram: https://www.instagram.com/ibsolution/?hl=de

Veröffentlicht in: Technologie
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  • Gehören Sie zu den Ersten, denen das gefällt!

Implementierung eines Visitenkarten-Scanners auf iOS

  1. 1. Visitenkarten Scanner App Vorgehen & Erkenntnisse München, 5.9.2019
  2. 2. Ihr heutiger Moderator 05.09.2019 academy.ibsolution.de 2 Julius Bahr Digitalisierung & Innovation Julius.bahr@ibsolution.de
  3. 3. Dieses Webinar eignet sich für  Consultants und Entwickler, die sich für iOS, Machine Learning und Computer Vision interessieren.  IT-Mitarbeiter, die den Fachbereich entlasten möchten. 23.07.2019 academy.ibsolution.de 3
  4. 4. In diesem Webinar gehen wir ein auf  iOS APIs im Bereich Computer Vision und OCR.  Machine Learning Ansätze zur Detektion von Datentypen auf einer Visitenkarte.  Data Driven Ansatz, um Ergebnisse zu verbessern. 23.07.2019 academy.ibsolution.de 4
  5. 5. Agenda 1. Anforderungen & Funktionalität 2. Datenverarbeitungs-Pipeline & Techniken 3. APIs 4. Demo
  6. 6. Anforderungen  Erkennung von Text auf Visitenkarten  Text Kategorisierung  Speicherung im iOS Adressbuch  Integration mit C4C 05.09.2019 academy.ibsolution.de 6
  7. 7. Pipleline 05.09.2019 academy.ibsolution.de 7
  8. 8. Datentransformation 05.09.2019 academy.ibsolution.de 8
  9. 9. 05.09.2019 academy.ibsolution.de 9
  10. 10. Multisampling  Verarbeitung des Stroms von Frames  Kombination der besten Teilergebnisse 05.09.2019 academy.ibsolution.de 10
  11. 11. Data Driven  Unterstützung des OCR durch Whitelists  Bekannte Ortsnamen  Bekannte Firmen  Bekannte Berufsbezeichnungen 05.09.2019 academy.ibsolution.de 11
  12. 12. Fehlerausgleich  Kompensation typischer OCR Fehler durch Kontextwissen  Typische Erkennungsfehler  1 → l  L → l  0 → O  O → o  Beispiel: culver@ibso1ution.de → culver@ibsolution.de 05.09.2019 academy.ibsolution.de 12
  13. 13. iOS APIs  AVFoundation für den Zugriff auf die Kamera  Vision um die Rechtecke mit Text zu extrahieren  Tesseract für OCR  Data Detectors um Adressen, Telefonnummern und Webseiten zu finden  Natural Language für part of speech tagging  SAP Cloud Platform SDK für C4C Integration 05.09.2019 academy.ibsolution.de 13 🍏 🍏 🍏 🍏
  14. 14. 05.09.2019 academy.ibsolution.de 14 App Demo
  15. 15. Ausblick  Noch zu implementieren:  C4C Integration  Noch dieses Jahr im App Store 05.09.2019 academy.ibsolution.de 15
  16. 16. Referenzen  WWDC Sessions  https://developer.apple.com/videos/play/wwdc2019/234/  https://developer.apple.com/videos/play/wwdc2019/232/  Apple API Dokumentation  https://developer.apple.com/documentation/vision  https://developer.apple.com/documentation/avfoundation  https://developer.apple.com/documentation/naturallanguage  https://developer.apple.com/documentation/foundation/nsdatadetector  Repository:  https://github.com/tesseract-ocr/tesseract  https://developers.sap.com/topics/cloud-platform-sdk-for-ios.html 05.09.2019 academy.ibsolution.de 16
  17. 17. 05.09.2019 academy.ibsolution.de 17 ?
  18. 18. Weitere Informationen finden Sie auf academy.ibsolution.de Unser Service für Sie: Ab morgen finden Sie dieses Webinar und die zugehörigen Folien unter: academy.ibsolution.de Warum nicht auch Ihren Kollegen zeigen? 05.09.2019 academy.ibsolution.de 18

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