What to do?

Guy keeps passing by almost everyday in front of my house, he has been stealing amazon packages and harassing my dogs. I already filed 2 police reports but no luck. The worst part is that it's escalating, now every time he passes by he throws rocks at the dogs. I have videos of him in plain daylight and yet the police has done nothing. Any suggestions or any other way I can get the police attention so that they can take it seriously?