Good. This kind of software is a mirror to the data fed into it. People on the edges of society (that the people making the mirror might either intentionally or accidentally ignore) will get fucked over tremendously by this technology. We should put a complete ban on it. Even if it means gimping my photo organization programs.
I'm pretty sure if you were, and the crime was caught on camera, your position on facial-recognition software would change.