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Python3 script to process zoneminder alarms with YOLO4 in realtime

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zm-alarm

Python3 script to process zoneminder alarms with YOLO4 in realtime Tested on Ubuntu 22.04 and ZM version 1.36.xx

Requirements: ZM configured for localhost http port 80 access

ZM Auth enabled

ZM API enabled

Ensure "movflags=faststart" is NOT enabled in camera storage

Additional packages: apt get python3-mysqldb python3-numpy python3-opencv

apt get mailutils

  • mail must be setup to use emails

Download files for YOLO4: coco.names, yolov4.cfg, yolov4.weights

After updating settings (lines 38 to 86 in script), simply start the python script

Recommend to run script as normal user in home folder to simplify permissions.

e.g. python3 /home/user/zm-alarm_02.py

The script can either email or store to a folder of your choice a JPG of the object detected.

Screenshot Screenshot

zm_streams

Zoneminder camera montage displays streams at 1 fps. No limits on number of cameras.

The montage can show/hide cameras by clicking the buttons and also be reodered by dragging the buttons.

There are also options for scaling images (reduce network bandwidth) and saving layout (not shown on screenshot)

Note: the saved layout opens on page load.

Installation:

Copy file zm_streams_0a.php to webserver HTML folder (e.g. /var/www/html/)

Ensure proper permissions (e.g. www-data)

Edit line 5 zoneminder loging credentials user and pass:

$token_json = shell_exec('curl -k -XPOST -d "user=admin&pass=password" https://localhost/zm/api/host/login.json');

Ensure the file /etc/zm.conf is readable by the web server (e.g. owner or group: www-data, r)

Load page from your web browser

Screenshot

NOTE: I am not a programmer and the scripts do not follow any standards.

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Python3 script to process zoneminder alarms with YOLO4 in realtime

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