Isaac Robinson

The model generates per-pixel logits for the mask, then thresholds it. Probably for some reason that object just isn't being found. I'd visualize the box and see if you can...

That's a bug. Don't set shape, just set resolution. Should only need to be divisible by 24

Yep that's the bug, nice catch. We're working on figuring out how to apply more bandwidth on our end to fixing bugs and maintaining this repo. In the meantime feel...

That can happen if it doesn't finish training. How long are you training it for? Also, I highly recommend using opset 17 or later so you get explicit representation of...

Loss will be minimized when this behavior doesn't occur, so ideally once it converges it is in that minimal state such that it won't. But hard to say a priori...

If the issue continues, I'd recommend trying the medium model at the small resolution. Impact to runtime will be slight, and it may have an easier time with this case...

These models were all discovered with NAS and finetuned (see the newly released paper for details) so other resolutions were very much within domain until the final stage. I don't...

Those are bounding boxes, label scores, and masks for the objects :) see our standardized ONNX / TensorRT benchmarking repo for an example pipeline https://github.com/roboflow/single_artifact_benchmarking/blob/main/sab/models/benchmark_rfdetr_seg.py

single class is being discussed here https://github.com/roboflow/rf-detr/issues/48, the issue is due to our working mainly with datasets exported from roboflow which have a filler 0 class causing the issue you're...

yeah I think there's a bug in the warnings .. @SkalskiP ?