Since sha1sum doesn't provide an option for binary output you'll likely need to find an utility which does the opposite of od and pipe them. Taking suggestion by fschmitt to use xxd with 'reverse' and 'plain dump' flags it will look like this:
sha1sum | cut -f1 -d\ | xxd -r -p | base64