SlideShare a Scribd company logo
∕ HMHENG
Facial Analysis in Web App
Marvin Heng
AI & Tech Enthusiast
https://hmheng.pinsland.com
@hmheng
Microsoft
Cognitive Service 
∕ HMHENG∕ HMHENG
Marvin Heng
AI + Tech Enthusiast
Application Developer
https://hmheng.pinsland.com
hmheng@pinsland.com
@hmheng
∕ HMHENG∕ HMHENG
ASP.NET Core
Now on 2.1
∕ 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).
∕ 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.
∕ HMHENG∕ HMHENG
New Features
SignalR
Razor Class Libraries
GDPR Template
Updated SPA Templates
Runs on ARM & Raspberry Pi
2 +
Performance Improvements
Etc…..
∕ HMHENG∕ HMHENG
Microsoft
Cognitive Service -
Face API
∕ HMHENG∕ HMHENG
∕ 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.
∕ 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.
∕ 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
∕ HMHENG∕ HMHENG
Facial Analysis
Face Detection
Emotion Detection
Verification
Identification
Similar face search
Face grouping
∕ HMHENG∕ HMHENG
Demo
∕ HMHENG
The Journey continues to develop…
∕ HMHENG
∕ HMHENGThank You
https://hmheng.pinsland.com
hmheng@pinsland.com
@hmheng
∕ HMHENG
Facial Analysis in Web App
Marvin Heng
AI & Tech Enthusiast
https://hmheng.pinsland.com
@hmheng
Microsoft
Cognitive Service 

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Facial Analysis with Angular Web App & ASP.NET Core

  • 1. ∕ HMHENG Facial Analysis in Web App Marvin Heng AI & Tech Enthusiast https://hmheng.pinsland.com @hmheng Microsoft Cognitive Service 
  • 2. ∕ HMHENG∕ HMHENG Marvin Heng AI + Tech Enthusiast Application Developer https://hmheng.pinsland.com hmheng@pinsland.com @hmheng
  • 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. ∕ 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. ∕ HMHENG∕ HMHENG New Features SignalR Razor Class Libraries GDPR Template Updated SPA Templates Runs on ARM & Raspberry Pi 2 + Performance Improvements Etc…..
  • 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. ∕ 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. ∕ 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. ∕ HMHENG∕ HMHENG Facial Analysis Face Detection Emotion Detection Verification Identification Similar face search Face grouping
  • 14. ∕ HMHENG The Journey continues to develop…
  • 15. ∕ HMHENG ∕ HMHENGThank You https://hmheng.pinsland.com hmheng@pinsland.com @hmheng
  • 16. ∕ HMHENG Facial Analysis in Web App Marvin Heng AI & Tech Enthusiast https://hmheng.pinsland.com @hmheng Microsoft Cognitive Service 