Hey @mcdragon,
So, the first thing to remember is that you will be billed on bandwidth. Once you exceed the Starter plan limits, additional bandwidth will be charged (see Netlify Pricing and Plans where it’s $20 for each 100GB over your 100GB included allowance).
Technically, it’s definitely possible to host that here. You may want to optimise your images before upload, to reduce the time it takes to build (but once they’re uploaded, if they remain unchanged, they won’t be uploaded again – they’ll be cached).
Depending on how you call your images, our own asset optimisation may be able to help but you’ll want to assess whether this is feasible for you 
.
But, that’s just Netlify. We recognise that there’s a lot of other third parties out there doing awesome things to reduce bandwidth, build time and improve site performance, particularly when it comes to images. So, it’s open to the floor to add their 2c! 