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If I have the following example:

enter image description here

How should I annotate the bottom image? I can think of those scenarios:

  1. Create a large box that captures class B and a second box that captures entirely class A. This will lead to overlapping boxes. Result:

enter image description here

  1. Create two boxes that do not overlap, but also do not covers the objects entirely. Result:

enter image description here

I think the right choice is scenario 1, but will the algorithm be able to capture this difference? Considering SSD, YOLO.

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