obs-detect Add "rabbit" to objects list

Would be great if it's available, since the other animals do not work for detecting rabbits. Tested on a livestream with various confidence levels. At low levels (< 15) the detection kicked in for 10-15% confidence of cat or dog, but this was not sufficient to track the rabbit's movement.

Mar 29 '24 20:03 matthewbrandt

@matthewbrandt im very curious to know why rabbits in particular but anyway, the current model simply wasn't trained on rabbits. rabbit is not a category in COCO dataset unfortunately.

i think if you're looking for rabbits then a special model needs to be trained

Apr 11 '24 06:04 royshil

Thanks for the response @royshil ! The reason I want to have rabbit in the list is because we have a bunny rabbit and the detection does not work for it currently :( We tried various settings and also with the other animals like dog/cat but it failed to work, even at very low confidence levels. If if't not available in the COCO dataset feel free to close this feature request!

Apr 12 '24 07:04 matthewbrandt

some datasets include rabbits like https://www.objects365.org/explore.html but either a special rabbit model needs to be trained, which is possible but not easy, or we should wait for such models to be publicly available. i will update the models in the plugin every now and then when interesting new things become available

Apr 12 '24 14:04 royshil

@matthewbrandt you can now train your own model for rabbits and use it in the detector as external model

May 14 '24 15:05 royshil