For many problems in computer science, there is a formal, mathematical problem defition.
Something like: Given ..., the problem is to ...
How can the Object Detection problem (i.e. detecting objects on an image) be formally defined?
Given a set of pixels, the task is to decide
- which pixels belong to an object at all,
- which pixels belong to the same object.
How can this be put into a formula?