Where can I find free multi-instance single-label datasets for object detection?

I'm trying to find free multi-instance single-label datasets for object detection online.

By multi-instance and single-label I mean that each image contains only object belonging to one class, but can contain more than one object of a certain class.

I found a lot of datasets for multi-label, but none for single-label

Any ideas are highly appreciated,

thanks in advance

Topic multi-instance-learning object-detection dataset

Category Data Science

1
answered at

Do you mean that several objects in an image aim to one specific label?

For example, if you have an image with an astronaut, buildings, a car, and a rocket, it has the label "Space"; and an image with buildings, cars, and a circuit has the label "Racing"?

In that case, you would have to add one step to multi-label by making sense of several labels into one thanks to a logistic regression or something similar.

In addition to that, here is a publication that might help: https://arxiv.org/abs/1811.08400

Nicolas

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