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Build a diabetic retinopathy detector with Custom Vision and PowerApps

Microsoft Reactor
113K subscribers
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979 views Streamed 2 years ago
Diabetic retinopathy is a diabetes complication that affects eyes, which might cause no symptoms or only mild vision problems at first. But it can lead to blindness. Careful management of diabetes is the best way to prevent vision loss. Doctors detect this by dilating the patients' pupils and photographing their retina. This is a manual process but this session will show you how to automate the process with the help of AI image models! Who is it aimed at? Students, Educators and Developers Why should you attend? This will be a hands-on workshop, Someleze will build an app that can detect diabetic retinopathy using Microsoft PowerApps and Azure Custom vision. Speaker Bio Someleze Diko, Cloud Advocate Someleze is a young individual that is passionate about upskilling people from different communities using the different technologies at his disposal through being involved with initiatives that upskill and empower people. Today, he is an M365 and Power Platform Cloud Advocate at Microsoft focusing on upskilling students and communities through the Microsoft Power Platform. Connect with Someleze:   / someleze-diko-56349a168   [eventID:16316] ...more
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Introduction

0:00

Welcome

0:40

Azure Image Classification

4:46

Milestones

11:43

Azure Custom Vision

12:18

Search for Custom Vision

12:43

Create Custom Vision

13:43

Review Custom Vision

17:43

Train your model

23:43

Add images

25:43

Add images for healthy patients

27:43

Training your model

30:43

Publishing your model

32:43

Introducing PowerApps

33:43

Creating a blank PowerApp

39:43

Adding a camera

42:43

Adding Custom Vision

45:43

Project ID

46:53

Publish Name

47:33

Camera

48:07

Gallery

48:47

Gallery Properties

49:09

How to Navigate Gallery Properties

49:42

How to View Prediction Data

50:33

Screen Concatenation

51:32

Text Color

52:33

Add a Blank Screen

52:55

Add another Gallery

54:42

Add another Screen

55:53

Add a Home Screen

56:38

Add Gallery Test Screen

58:50

Recap

59:08

Resources

59:23
Build a diabetic retinopathy detector with Custom Vision and PowerApps
Diabetic retinopathy is a diabetes complication that affects eyes, which might cause no symptoms or only mild vision problems at first. But it can lead to blindness. Careful management of diabetes is the best way to prevent vision loss. Doctors detect this by dilating the patients' pupils and photographing their retina. This is a manual process but this session will show you how to automate the process with the help of AI image models! Who is it aimed at? Students, Educators and Developers Why should you attend? This will be a hands-on workshop, Someleze will build an app that can detect diabetic retinopathy using Microsoft PowerApps and Azure Custom vision. Speaker Bio Someleze Diko, Cloud Advocate Someleze is a young individual that is passionate about upskilling people from different communities using the different technologies at his disposal through being involved with initiatives that upskill and empower people. Today, he is an M365 and Power Platform Cloud Advocate at Microsoft focusing on upskilling students and communities through the Microsoft Power Platform. Connect with Someleze:   / someleze-diko-56349a168   [eventID:16316]

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Microsoft Reactor

113K subscribers
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