Building a Mood Detector App with Python and Azure

This presentation shows the audience how to build an AI-powered web app using Python Flask and the Azure Face API. This web app analyses faces using AI and stores information about the emotion of faces in the image, notifying the user if it detects sad faces multiple times. The web app also serves up a simple HTML page showing the data captured.

Transcript

1. “The secret of getting ahead, is getting started”
3. Building a Mood Detector App with Python and OpenCV on Azure Korede Bashir Bute Systems Limited @_bashirk
4. Meet Korede Bashir - 4 years working in IT - Cofounder/Software Engineer at Bute Systems Limited - 1.5 years as a Microsoft Student Partner - 8 months managing the DevC Akure community - Looking for gigs Korede Bashir Bute Systems Limited @_bashirk
5. Demo v1
6. How to build this?
7. Tools Python OpenCV Azure Cognitive Services
8. Tools Python
9. Tools OpenCV
10. Tools Azure Cognitive Services
11. Azure AI Apps Azure Cognitive Services + Azure Bot Services
12. Azure Cognitive Services Azure Cognitive Services
13. Why should you believe me?
14. Azure Cognitive Services Flexible Tested Easy
15. Azure Cognitive Services Flexible
16. Azure Cognitive Services Easy
17. Azure Cognitive Services Tested
19. Azure Cognitive Services Vision Language Speech
20. Azure Cognitive Services Vision
21. Vision Computer Vision Video Indexer Face Content Moderator Custom Vision
22. The Azure Face API Face
23. Detection result: detection_01 JSON: [ { "faceId": "b849d97d-0e36-43e9- bc9f-23267757583d", … {"emotion": { "anger": 0.0, "contempt": 0.0, "disgust": 0.0, "fear": 0.0, "happiness": 1.0, "neutral": 0.0, "sadness": 0.0, "surprise": 0.0 … }
24. Demo v2
25. DEMOS https://moodie.azurewebsites.net https://moodiev2.azurewebsites.net
26. RESOURCES https://aka.ms/azure4students https://azure.microsoft.com/
27. LEARN MORE https://azure.com/Cognitive https://www.microsoft.com/en-us/ai/seeing-ai
28. SOURCE https://github.com/Microsoft/hackwithazure
29. “The secret of getting ahead, is getting started” - Mark Twain
30. Questions?
31. Thank you! Korede Bashir Bute Systems Limited @_bashirk