Not a legal expert, but I think that’s against their Terms of Service:
Terms of Service — Imgur: The magic of the Internet
Also, don’t use Imgur to host image libraries you link to from elsewhere, content for your website, advertising, avatars, or anything else that turns us into your content delivery network.
You might have to look to Amazon S3 or Google Cloud storage for image hosting.