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.
Yolo v3 Image Object Recognition Domoticz Integration (Guide)
Moderator: leecollings
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- Posts: 543
- Joined: Saturday 02 July 2016 5:17
- Target OS: Linux
- Domoticz version: Beta
- Contact:
Yolo v3 Image Object Recognition Domoticz Integration (Guide)
Last edited by ben53252642 on Wednesday 22 January 2020 22:13, edited 2 times in total.
Unless otherwise stated, all my code is released under GPL 3 license: https://www.gnu.org/licenses/gpl-3.0.en.html
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- Posts: 41
- Joined: Saturday 30 January 2016 0:33
- Target OS: Raspberry Pi / ODroid
- Domoticz version:
- Contact:
Re: Yolov3 Image Object Recognition Domoticz Integration (Guide)
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?
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- Posts: 104
- Joined: Saturday 25 November 2017 17:18
- Target OS: Raspberry Pi / ODroid
- Domoticz version: v3.8153
- Location: Czech Rep.
- Contact:
Re: Yolov3 Image Object Recognition Domoticz Integration (Guide)
And why?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?
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.
RPi2 Domoticz v 4.10717
10 x Sonoff Basic - ESPeasy
1 x Wemos D1 - ESPeasy
1 x Shelly Plus Plug S
1 x Sonoff S26 - ESPeasy
1 x Shelly 1
1 x MySensors HC-SR04
1 x MySenosrs wifi gateway
1 x RFLink
4x Cam IPC-T240H
10 x Sonoff Basic - ESPeasy
1 x Wemos D1 - ESPeasy
1 x Shelly Plus Plug S
1 x Sonoff S26 - ESPeasy
1 x Shelly 1
1 x MySensors HC-SR04
1 x MySenosrs wifi gateway
1 x RFLink
4x Cam IPC-T240H
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