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Add "rabbit" to objects list #1

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matthewbrandt opened this issue Mar 29, 2024 · 4 comments
Open

Add "rabbit" to objects list #1

matthewbrandt opened this issue Mar 29, 2024 · 4 comments

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@matthewbrandt
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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.

@royshil
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royshil commented Apr 11, 2024

@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

@matthewbrandt
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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!

@royshil
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royshil commented Apr 12, 2024

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

@royshil
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royshil commented May 14, 2024

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

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