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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
We had quite similar requirements for our robotics projects. Additional to just wanting a nice GUI we also needed it to be web based. For easy remote access. But nothing out there was suitable. So we created NiceGUI and released it as open source. Basically it is a GUI library which allows you to build web-based user interfaces around your Python scripts. See this video for a show-case: https://youtu.be/HiNNe4Q32U4. And here comes the good news: beside a gentle learning curve and nice API it is build to solve our use cases with live camera streams and augmented annotations. In the OpenCV webcam example we show how to use `ui.interactive_image` to show a live video more efficiently than with mjpeg-stream. Besides the image property and mouse callbacks the interactive image has a content property which allows you to set an arbitrary SVG as overlay (using image coordinates).
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