AWS Panorama Devices with YOLO Computer Vision Model

[andrelcalves]

Hi there,

As we are newcomers to working with Panorama, we have a few queries regarding its compatibility:

Could you provide information on the compatibility of AWS Panorama devices with the YOLO (You Only Look Once) computer vision model? Specifically, we would like to know which versions of YOLO are compatible, such as YOLO v8 or v9. Additionally, do you have any documentation available that demonstrates how to deploy the YOLO model using AWS Panorama?

[mrtj]

Hello, one and half year ago I wrote an article on how to deploy a custom object detector on Panorama (that time the SOTA was YoloX). You might still get some point from it, however note that porting an arbitrary model to Panorama is not always simple if you wish to use the managed docker containers. You can opt to use custom containers with direct access to GPU and use the libraries directly from pytorch.