Artificial intelligence based alarm system for IP Cameras. Just label objects, train, configure alarm rules, run!

1. AI CAM
Artificial intelligence based alarm system for
IP Cameras
Christian M

3. Just label objects, train, configure
alarm rules, run!

4. THE ISSUE
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.

5. OUR MAGIC SOLUTION
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.

6. HOW IT WORKS
Label Classes
Safe some frame of the video stream. Then
Label regions or objects on the captured
images.

7. Figure 1: label images

8. Train
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.

9. Figure 2: train and predict

10. Formulate Alarm Rules
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.

11. Figure 3: configure alarm

12. Run
AI will show predefined objects and alert when
classes appear or disappear, based on alarm
rules.
Figure 4: run