Raspberry Pi Stops Package Thieves with AI and Flour

We feature many cool Raspberry Pi creations here at Tom’s Hardware and some of the best Raspberry Pi projects we’ve had the pleasure of featuring come from the creative mind of Ryder Damen. Today we’re sharing this clever, yet somewhat aggressive, Raspberry Pi-powered package security system.

Update (8/9): Ryder has written a complete tutorial for us on how to build this Raspberry Pi package security system so you can see exactly how he did it.

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The components used are fairly simple but put together create a complex system of chaos for the would-be thief. A camera is used to observe the porch in real-time. Ryder trained a custom model for TensorFlow to recognize when a package is or isn’t present. This TensorFlow system works in tandem with Python to signal the alert system.

Once triggered, a siren blares and a red light flashes. If that’s not enough, sprinklers in the yard activate and intruders are met with a blast of flour as they leave the porch. Wanting to avoid any unwanted triggers, Ryder also trained the camera to recognize his face which will disarm the alert system.

You can explore the code used in this project at GitHub and find more cool projects on Ryder’s official YouTube channel.

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Ash Hill
Contributing Writer

Ash Hill is a contributing writer for Tom's Hardware with a wealth of experience in the hobby electronics, 3D printing and PCs. She manages the Pi projects of the month and much of our daily Raspberry Pi reporting while also finding the best coupons and deals on all tech.