I don't know, I feel like neighborhoods where no one has outstanding warrants would be more desirable than neighborhoods with many.
This technology puts a human face to technological surveillance, there has to be some minimum psychological cost for everyone there which may outweigh the claimed benefits.
The question becomes: Who is being rounded up, and why? This seems more important than the specific technology used.
I happen to live in a neighborhood where the very presence of a police officer would attract notice.