# If an image contains two distinct objects, should I create a copy of this image with distinct labels for each copy?

Suppose we want to detect whether an object is one of the following classes: $$\text{Object}_1, \text{Object}_2, \text{Object}_3$$ and $$\text{Person}$$. Should the annotated images only contain bounding boxes for either a person or an object? In other words, suppose an image has both $$\text{Object}_1$$ and $$\text{Person}$$. Should you create a copy of this image where the first version only has a bounding box on the object and the second copy only has a bounding box on the person?