The West Neighbourhood Team are stepping up their presence in the area after concerns of anti-social behaviour.
The force say reports from the public has led to the increase in patrols and the're asking for help from the community to identify the offenders.
They're particularly looking for anyone with footage of the incidents, on CCTV or even from video-doorbells.
If that's you, they want you to email them on Aylesburywestnhpt@thamesvalley.pnn.police.uk and they will get back to you with what you can do to help.