3rd party image hosting or host myself?

I have a social media website and wondering if it's wiser to just use a 3rd party service to host my images. I look at websites like stackoverflow and they use Imgur to host all of their images. Is the reason for this is because images are so heavy and costly to store? Would really like some advice.