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This article I can relate with my previous article in which I used one of the AI builder component – >Form Processing. In this article I will use another very interesting Power Platform AI Builder component and develop a Canvas app to use it on any mobile device.
This kind of app can be used for Retail Merchandising Audits where field service agents make sure that the product is positioned in the way that makes it most appealing to the consumer also how many and what items are on the shelf. Automatic input will reduce human errors and will save the agents time.
Another real time scenario could be where a company which provides items on rental and upon return staff count all the items to make sure that customer has completely returned all the items back to them or their warehouse. Suppose these items numbers are usually bigger and its time consuming for staff to count and input data in the system every time customer returns it .
I will show in this article that how easy it is to develop such application with power platform with few easy steps.
Lets start the implementation!
I will first train AI builder’s Object Identification component by providing the images of my objects. It’s important to upload enough images to train AI model. At least 15 images should be uploaded for each object. With fewer images, there’s a strong risk that your model will learn concepts that are just noise, or not relevant. Training your model with more images should increase the accuracy. provide images with different angles, backgrounds, object size, groups, and other variants.
You need to have Power Platform license. If you don’t have you can start by creating office 365 trial on this URL. Https://Portal.office.com. You can follow instructions in below URL to setup power apps environment. https://docs.microsoft.com/en-us/power-platform/admin/create-environment
I have provided one image and you can see it has detected all three objects and also showing the accuracy percentage.
https://docs.microsoft.com/en-us/powerapps/user/run-canvas-and-model-apps-on-mobile.
Suggested Read: Optimizing Complex DATAVERSE-Semantic Models in Power BI
As part of the deduplication process, we also updated our reference table to reflect old-to-new key mappings. This allowed us to ensure that the correct GUIDs were assigned to the deduplicated records, maintaining the integrity of the data relationships in CRM.
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