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The Example-based Sensor Predictions (ESP) system applies machine learning to real-time sensor data.

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That is, a way to prevent the system from sending the same prediction to output streams over and over. Probably a reversion to class 0 (null class) and then a...

component-streams

Should this be added to the existing output stream or a separate stream (e.g. TCP connection to a different port)? Could also be good to allow streaming of data at...

component-streams

Not just the predictions themselves. Similar to #340, should this be an addition to existing streams? A new stream?

component-streams

More generally, we should be able to run in headless mode without depending on openFrameworks at all. This would be a first step towards separating the runtime from the GUI...

component-streams
core
future

Thinking about it more, it seems likely that we're going to need more sophisticated event / focus handling for the GUI to work properly. For instance, we probably want a...

ui
future

That is, we should probably have ESP directly in an "ESP" directory in the root of this repository. It seems silly have an Xcode directory with only one thing in...

build

How much support is there for custom plots / visualizations? Does the ESP interface still need to be compiled against the ESP example? How hard is it for others users...

ui
future

This would allow us to write the GUI in whatever framework we wanted (browser-based might be good), while retaining flexibility in the choice of machine learning framework. It would require...

ui
build
core
future

Currently, they're only shown for samples recorded by pressing '1' to '9'.

ui
component-training data