Is it possible to develop a plugin that uses a machine learning model and display the results directly on a dashboard?

Grafana Plugin Development
1

I have a streaming time series graph. I built a pattern recognition model (yolo) that uses a picture of the graph as input to detect specific patterns on it. I would like to display the results (bounded boxes and class/category) directly on the panel/graph. Is it possible to do so with a plugin ?

Thanks for your help !

2

@hdtgrafana13 You can develop a custom plugin like we did for Theia Scientific. We also used YOLO models on scientific images:

Other option is to use panels like Apache ECharts or Dynamic Text, which allows to use JS and customizable. Both of them supporting streaming data sources.

I would love to see how to display bounding boxes using Apache ECharts for the YOLO model. Let me know if you able to do it, we will share it with the community.

1 Like
3

Thanks @mikhailvolkov I will look into it and let you know if Iā€™m able to display bounding boxes using Apache ECharts for the YOLO model.

1 Like