Yolo v3 Image Object Recognition Domoticz Integration (Guide)
Posted: Wednesday 22 May 2019 17:03
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
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.
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
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.