Publish list of compatible ONNX models

[cnayan]

Hi @NickSwardh,

Can you please create a section in the document or separate MD file where you list all the ONNX models YDN has been tested against successfully?

Thank you!

[cnayan]

It would also help to state the reasons:

• Why did you include "RT-DETR" as opposed to regular Ultralytics' YOLO models?
• There are other models also available which YDN is probably not tested against. So, why "RT-DETR" and not them?
• What makes "RT-DETR" compatible?
• Can YDN be extended to include other models? Does the design support it? Any example, if yes?

Just for example, with "other models" I mean, likes of face_detection_yunet_2023mar.onnx, and so on.

[cnayan]

@NickSwardh, I also tried to run RT-DETRv2 model, but ran into issue of unable to parse metadata from the InferenceSession object, obviously, because the properties are not same for every model.

How do you suggest we customize the metadata property collection for each model we bring in? A generic extensible approach will be great!

ONNX model source: https://huggingface.co/xnorpx/rt-detr2-onnx/tree/main