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Yolo v3 Image Object Recognition Domoticz Integration (Guide)

Posted: Wednesday 22 May 2019 17:03
by ben53252642
Hey folks,

I've written a couple of scripts for integrating Yolo v3 darknet with Domoticz. In my opinion the possibilities are nothing short of astonishing.

In my example YouTube video below you can see a set of blinds that automatically open when a cat was detected in the image.

https://youtu.be/Eu6wnnxGHRw

https://github.com/ben423423n32j14e/yolo2domoticz

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There is a cool YouTube video on the Yolo site that shows the object recognition capabilities: https://pjreddie.com/darknet/yolo/

Please keep in mind that this is meant only for very advanced Linux users, also you will need a Nvidia Cuda compatible GPU with at least 4gb of memory if you plan to use the default Yolov3 608, if you buy a card with 2gb memory you will need to run an inferior recognition resolution Yolov3 416. The Nvidia GPU does not need to be on the same machine that runs Domoticz.

Re: Yolov3 Image Object Recognition Domoticz Integration (Guide)

Posted: Thursday 24 October 2019 14:13
by steppi
Hello! Great job ... I installed it and it works fine .. But it would be nice if you could add a push notification function in case of detection of a person / cat / dog .. etc ... Can you do it? For example via Telegram?

Re: Yolov3 Image Object Recognition Domoticz Integration (Guide)

Posted: Wednesday 22 January 2020 21:07
by kimot
Hello! Great job ... I installed it and it works fine .. But it would be nice if you could add a push notification function in case of detection of a person / cat / dog .. etc ... Can you do it? For example via Telegram?
And why?
This script activate a switch in Domoticz when person or dog or cat is detected.
And you can set notification for this switch easily in switch edit menu.
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