Simple no-frills image gallery. Licensed under GPL. Requires PHP, GD, some sort of database (PostgreSQL, MySQL or SQLite).
See for yourself here.
Q: What's that stuff with the name?
A: It is actually pronounced 'teeny' not 'tiny'. Don't ask, just bear with it.
Pick the latest tarball here.
From git repository