Build Machine Learning Model using Lobe to Perform Image Classification in Power Apps

Welcome to the world of ML and AI. During this episode, I will talk about Machine Learning Model Lobe. We will build our first Image Classification Model using Lobe and Export the model to Power Platform. In Power Platform we will use trained Lobe Model for the Image Classification. In this video, we will learn how we can build Machine Learning Model using Lobe to Perform Image Classification in Power Apps. Here we will take an example if a person wear a mask or not. We are training our Lobe Model first by taking some images with mask and without mask! Then, we are training our model.Once Lobe Model is trained, we are publishing the Model to Power Platform.

Once Lobe Model is published, it is appeared as Image Classification Model under AI Builder Models. Then we can consume our Image classification model to our Power Platform components like Power Apps and Power Automate

Key takeaways from today's session!
1. Lobe Model with Power Platform
2. Use Lobe as Image Classification Model in Power Apps
3. Use Lobe as Image Classification Model in Power Platform
4. Lobe and Power Platform AI Builder
5. Lobe – Perform Machine Learning Without CODE
6. Overview of image classification model by Lobe
7. Build your own AI model with Lobe and export it to AI Builder

Chapters:
00:00 Start
01:19 Introduction
01:38 End Outcome
03:13 What is Lobe Machine Learning Model?
04:09 Install Lobe Desktop Application
04:34 Open Lobe Desktop Application
04:55 Create New Project in Lobe
05:23 Train Lobe Model
05:38 Different Options to Provide Images to your Model
06:10 Label and Take Images for Without Mask
07:20 Label and Take Images with Mask
08:38 Train Model
09:46 Use Lobe Model
11:02 Upload Image to Test for Mask
12:13 Export Model
12:44 Prerequisites for AI Builder
13:09 Configure Lobe Model to Power Platform
14:26 Optimize and Export Lobe AI Model
15:02 Export Completed
15:36 Quick Test in AI Builder
16:50 Create Canvas App to use Lobe Model
17:11 Connect Model to Canvas App
18:18 Add Camera control
19:07 Configure OnSelect of Camera
19:39 Use Predict Method to get Outcome
20:45 Gallery Control Add
22:11 Perform Testing
23:21 Play Quiz

CC: @Lobe
Download Lobe: https://www.lobe.ai/

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