Without knowing how the object images were obtained, it's hard to say how to change the process. You should have the bounding box information for each object. It's then up to you to get that image region and pad it to a fixed geometry. You can use padarray(), but you'll have to calculate individual padding widths.
This is an example using rice grains. A lot of the discussion about masking can be ignored. The relevant part is the padding.
