author:
- Christian M subtitle: Artificial intelligence based alarm system for IP Cameras title: AI CAM titlepage-note: | Artificial intelligence based alarm system for IP Cameras. Just label objects, train, configure alarm rules, run! fontsize: 17pt
It's hard to monitor multiple cameras at the same time without missing something. We need a system that notifies us when something special occurs in the camera streams.
This project makes it easy to define classes to alert when they occur. Based on video segmentation and easy pixel per class counting, we provide a program to easily define rules for alarm and notifications.
Safe some frame of the video stream. Then Label regions or objects on the captured images.
Press the train button to train the 'Artificial Intelligence'. You can add more images or change labels and retrain later. You can also train for more iterations to make the AI more accurate.
Formulate alarm rules like, make an alarm when a class is more or less representative in the video than a threshold. An alarm can also be sent as email.
AI will show predefined objects and alert when classes appear or disappear, based on alarm rules.