Convert D-Fine to CoreML

[ProfessorHT]

Hello,

I am currently working on an iOS application that requires object detection functionality, and I’m interested in using the D-Fine model for this purpose. I would like to ask if anyone has experience or knows of a way to transfer the D-Fine model into the CoreML format to be used on iOS devices.

Thank you in advance!

[olokobayusuf]

@ProfessorHT I can probably help here. If you can write the DFINE inference as a Python function that takes in an image and returns detections, then we can compile it to run on iOS (including converting the model to CoreML) using Muna.

You can also try out RF-DETR in your iOS app. Try the demo here then see the "API" tab on how to import the model into your iOS (Swift) app.

Feel free to follow up on our Slack. We can also help you write a Python function that runs DFINE so that we can compile it for iOS.

[isaacrob-roboflow]

@olokobayusuf RF-DETR doesn't need NMS, but your code applies NMS