Each image will have its own checksum. If the checksum result you get does not match the checksum from the originating site, your image was corrupted during the download. Delete it, and start over. If a particular server consistently yields bad checksums, switch to another.
Bottom line, there's just no point in burning a CD if the checksums don't match. Unless of course you just need a set of new cocktail coasters