Thanks for the answer!

I have built a simple CNN which is able to detect circles on a white background with noise using PyTorch.

Now I wish to extend my network to be able to return the center of the circle as coordinates. The problem is in each data there is a variable number of circles, meaning I would need a variable number of labels for each data. In a CNN however the number of labels remains constant.

How do I work around this problem?