UPS package stolen from front door 16th Ave/Roy Rainey Ave (near McCowan)..

I'm furious after a $500 UPS package got stolen off my front door. I can't believe there are thieves living in my neighbourhood on Roy Rainey Avenue (16th Ave/McCowan). It's not a street where random people from elsewhere walk by. I'm guessing it's someone who lives in the neighbourhood.

I didn't have a front door camera installed. Any chances of filing a claim with UPS and getting reimbursed? They did put a photo of item delivered near front door. Any advice? I'm guessing it is my loss.