Hardware & signals
Motion Detection
A camera that only speaks when something changes, and messages you on Telegram when it does.
ALERT PATH
Telegram
The problem
A security camera you have to watch isn't security, it's a chore. What I wanted was the inverse: something that stays completely silent until it has a reason not to be, and then reaches me wherever I am.
What I built
Frame differencing in OpenCV against a running background, contour filtering to drop noise, and a Telegram bot that sends the frame when something real moves.
How it works
Telegram as the alert channel is the choice that makes it usable — no app to build, no push infrastructure, no server to keep awake. The bot API is a single HTTPS call and the notification lands on a phone that already exists.
The tuning problem is the same one every motion detector has: a threshold low enough to catch a person is low enough to catch a curtain in a draught and a cloud changing the light. Contour area filtering plus a background that updates slowly does most of the work.
What I'd do differently
It alerts per frame, so one person walking through produces a burst of near-identical messages. A cooldown window after each alert would have made it something I would actually leave running.