Building a Computer Vision Application Leveraging the Custom Vision Service

1. Global AI/ML Bootcamp

2. Agenda
9:15 – 9:30
Registration
9:30 – 11:00
Building a Computer Vision Application
Leveraging the Custom Vision Service (Radu
Vunvulea)
11:00 – 11:30
Short break
11:30 – 13:00
How to design, build and deploy your first
enterprise-grade chatbot using Microsoft
Azure and the Microsoft Bot Framework
(Silviu Niculita)

3. Building a Computer Vision Application
Leveraging the Custom Vision Service

4. Open your home door using
facial recognition feature
Detect a person phase

5. Cognitive
Services
Vision
Knowledge
LanguageSpeech
Search

6. Cognitive
Services
Vision
Knowledge
LanguageSpeech
Search

7. Cognitive Services
• Computer Vision
• Video Indexer
• Custom Vision
• Face
• Content Moderator

8. Computer Vision
• Face detection
• Face verification
• Face grouping
• Find similar faces

9. How does it work?
CognitiveServices
RESTAPI
Client
Applications (Key, Params)

10. Mission
Face detection Face Verification

11. Face
detection
Header Ocp-Apim-Subscription-Key
URL: https://[location].api.cognitive.microsoft.com/face/v1.0/detect
Params: returnFaceId
returnFaceAttributes
Body: binary data of image | application/octet-stream
"url": http://..../image.jpg | application/json
https://goo.gl/kZJZG9

12. Face
verification
Header: Ocp-Apim-Subscription-Key
URL: https://[location].api.cognitive.microsoft.com/face/v1.0/verify
Params:
Body: faceId1 : “faceId”
faceId2 : “faceId”
application/json
https://goo.gl/kZJZG9

13. Useful links
• Face detection:
https://westus.dev.cognitive.microsoft.com/docs/services/563879b61984550e40cbbe8d/ope
rations/563879b61984550f30395236
• Face verification:
https://westus.dev.cognitive.microsoft.com/docs/services/563879b61984550e40cbbe8d/ope
rations/563879b61984550f3039523a
• Project Oxford client: https://github.com/Microsoft/ProjectOxford-ClientSDK

14. Questions

15. Thank you!
@RaduVunvulea

16. Agenda
9:15 – 9:30
Registration
9:30 – 11:00
Building a Computer Vision Application
Leveraging the Custom Vision Service (Radu
Vunvulea)
11:00 – 11:30
Short break
11:30 – 13:00
How to design, build and deploy your first
enterprise-grade chatbot using Microsoft
Azure and the Microsoft Bot Framework
(Silviu Niculita)

17. Global AI/ML Bootcamp