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Facial Analysis with Angular Web App & ASP.NET Core

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Creating Angular Web App running on ASP.NET Core is so easy using Visual Studio 2017. This session will demonstrate further integration with Face API to analyze faces that have been taken using the Web App.

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Facial Analysis with Angular Web App & ASP.NET Core

  1. 1. ∕ HMHENG Facial Analysis in Web App Marvin Heng AI & Tech Enthusiast https://hmheng.pinsland.com @hmheng Microsoft Cognitive Service 
  2. 2. ∕ HMHENG∕ HMHENG Marvin Heng AI + Tech Enthusiast Application Developer https://hmheng.pinsland.com hmheng@pinsland.com @hmheng
  3. 3. ∕ HMHENG∕ HMHENG ASP.NET Core Now on 2.1
  4. 4. ∕ HMHENG∕ HMHENG Updated Single Page Application Angular, React, and React + Redux templates have been updated to use the standard project structures and build systems for each framework (Angular CLI and create- react-app).
  5. 5. ∕ HMHENG∕ HMHENG ARM Support .NET Core is now supported on Linux ARM32 distros, like Raspbian and Ubuntu. Note: .NET Core 2.1 is supported on Raspberry Pi 2+. It isn’t supported on the Pi Zero or other devices that use an ARMv6 chip. .NET Core requires ARMv7 or ARMv8 chips, like the ARM Cortex-A53.
  6. 6. ∕ HMHENG∕ HMHENG New Features SignalR Razor Class Libraries GDPR Template Updated SPA Templates Runs on ARM & Raspberry Pi 2 + Performance Improvements Etc…..
  7. 7. ∕ HMHENG∕ HMHENG Microsoft Cognitive Service - Face API
  8. 8. ∕ HMHENG∕ HMHENG
  9. 9. ∕ HMHENG Facial Analysis Emotion Detection Identification Verification ∕ HMHENG Detection Detect one or more human faces in an image and get back face rectangles for where in the image the faces are, along with face attributes which contain machine learning-based predictions of facial features.
  10. 10. ∕ HMHENG Facial Analysis Emotion Detection Identification Verification ∕ HMHENG Attributes Age, Emotion, Gender, Pose, Smile, and Facial Hair along with 27 landmarks for each face in the image.
  11. 11. ∕ HMHENG Facial Analysis Emotion Detection Identification Verification ∕ HMHENG Verification & Identification Check the likelihood that two faces belong to the same person. API will tell whether both belonged to the same person and how confidence it is. Is Identical. Confidence is 0.7349
  12. 12. ∕ HMHENG∕ HMHENG Facial Analysis Face Detection Emotion Detection Verification Identification Similar face search Face grouping
  13. 13. ∕ HMHENG∕ HMHENG Demo
  14. 14. ∕ HMHENG The Journey continues to develop…
  15. 15. ∕ HMHENG ∕ HMHENGThank You https://hmheng.pinsland.com hmheng@pinsland.com @hmheng
  16. 16. ∕ HMHENG Facial Analysis in Web App Marvin Heng AI & Tech Enthusiast https://hmheng.pinsland.com @hmheng Microsoft Cognitive Service 

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