BuddyPress.org

For that purpose, please put the following line too in your bp-custom.php

add_filter( 'bp_core_fetch_avatar_no_grav', '__return_true' );

That forces BuddyPress to avoid using gravatar and use local avatars for default(when no avatar is uploaded).

Hope that helps