Google removed the "View Image" button. This is a bookmarklet that downloads the full-size photo.
Google removed the "View Image" button on the 15th of February. This is a bookmarklet that allows you to download the full-size photo you're currently viewing.
Tested on Chromium 63 and Firefox 57.
If you'd like a browser extension or a userscript, @devunt has done just that.