All-time trick-or-treaters
Different costume types
Last 5 minutes
An inflatable dinosaur costume, primarily gray with a red head and feet.
A delivery person with a cap, vest, and package.
A black dress with green and purple accents, a pointed witch hat, and striped leggings.
A Spiderman costume with a red and blue suit featuring a spiderweb pattern and a large spider emblem on the chest.
A person wrapped head-to-toe in bandages, resembling a mummy.
A vampire with a black cape, white shirt, black suit, and red tie.
An orange pumpkin costume with a hooded headpiece and a jack-o'-lantern face, paired with a small pumpkin-shaped trick-or-treat bucket.
An inflatable green Tyrannosaurus Rex costume with visible teeth and claws.
This is a live feed from my front door in San Francisco, CA that detects and classifies the costumes of trick-or-treaters in real time. The video stream is sent over RTSP to a Raspberry Pi, which runs YOLOv8 to detect people. The frames are then classified for costumes using Baseten, the detections are stored in Supabase, and this Next.js dashboard displays the results in real time. It's fully open-source and the code is on GitHub.