How do I "train" Face Unlock?
Go to Settings -&gt; Security -&gt; Lock screen -&gt; Improve face matching.  You will need to confirm your PIN, and then follow the on-screen directions to capture your face again.

After each successful capture you will be placed back to the Lock screen settings menu, so just keep going into the Improve face matching section to repeat the process as many times as you wish.