Global Azure Bootcamp Presentation in Zurich

1. David Schneider:
Sort your (child's) Legos
with Cognitive Services

2. About me
David Schneider
CTO & Office Manager Barcelona
https://sharepointcommunity.ch
https://linkedin.com/in/david-schneider
https://twitter.com/fiddi
https://davidschneider.blog

3. Thanks to our sponsors!

6. Pre-Built AI
6
Ready to use
with API
For a reasanable
price
Performant
Customizable Compliant In the Cloud or
on the edge

7. COGNITIVE SERVICES

9. SCENARIOS
Wear & Rust Detection Incorrect Configurations Sort Parts

10. CUSTOMVISION
Upload Images
Upload your own labeled
images
Train
Teach CustomVision
services using your labeled
images.
Evaluate
Use RESTAPI to tag
images with your custom
vision model.

11. OBJECT DETECTIONVS. CLASSIFICATION
blue-4x2: 99%
green-4x2: 2%
green-4x2: 98%
blue-4x2: 2%

12. Demo:
CustomVision

13. Custom Vision
SDK

14. COMMONLY USED APIS
PredictionTraining
• Createimages
• Tagimages
• Createprojects
• Manageprojects
• Manageiterations
• Createtags
• Getaccountinformation
• Trainaproject
• Predictimages
• Predictandsaveimages
• PredictimageURLs
• PredictandsaveimageURLs

15. Demo:
Prediction in C#

16. Custom Vision
&
Azure IoT Edge

17. TRAIN INTHE CLOUD, RUN ANYWHERE
Train your model in CustomVision Service
Deploy & Run Anywhere
TensorFlow ONNX/WinMLCoreML
Azure IoT EdgeDocker
Export

18. AZURE IOT EDGE + CUSTOMVISION
Camera
Custom
Vision
Display
Azure IoT Edge Runtime
IoT Hub
&
Container Registry
Camera
https://github.com/Azure-Samples/Custom-vision-service-iot-edge-raspberry-pi

19. Demo:
CustomVision Model on a
Raspberry Pi

20. VISION AI DEV KIT
https://visionaidevkit.com

22. Thank you

23. Thanks to our sponsors!