Power Platform Community Forum Thread Details

We would like to know what is the maximum limit of object that can be tagged and detected in object detection in AI builder.

Our requirement is, we have around 1.5 millions items that needs to be detected in object detection in AI builder. So is this possible?

Can we upload the 1.5 millions items in CDS entity (dataverse) and can we use it to tag with object detection in AI builder ? How many images we need to use to train 1.5 millions items ?

If we calculate minimum 15 images for each object and tagging , then technically we need to upload 15x1.5 millions = 22.5 million tagging.

Does AI builder support this heavy workload of items tagging and extracting information? What are the limitations of object detection ?

Categories:

AI Builder

HI @admin052945

AI Builder is using Azure Custom Vision in the backend for training Object detection model. Regarding to image limitation, you can refer to the doc https://docs.microsoft.com/en-us/azure/cognitive-services/custom-vision-service/limits-and-quotas . We're using the S0 (standard) tier, so the max training images per project is 100k and max Tags/Labels (objects) are 500 per project.

If you have a large amount of objects you could try to break them down into different models. Also when we say min 15 images for each object, and you have 3 objects, it doesn't mean each of your image should only have 1 object, you can still prepare in total 15 images, each contains 3 objects to train a model. We recommend 50+ per object though.

Let me know if you have more questions.

Thanks

Norah