Regression usecase? Let me know!

Hey! So far we’ve focused on classification and anomaly detection, but we’re naturally considering other machine learning classifiers, and I’d love to hear from you if you have a regression usecase (predict a scalar value based on your input data). We have an alpha version of regression available in the Studio right now (with full support for DSP blocks and deployment to device), and would love to see if it solves your usecase and how we can improve the experience.

Let me know at jan@edgeimpulse.com ! :rocket:

1 Like

Line following! :smile:

I can see use cases for visually identifying painted lines (e.g. roads) or intersections (e.g. wall-to-floor transition) and fitting a line to those points in attempt to have a robot follow them.

The other is to use a distance sensor to measure the distance from the side or corner of a robot to a wall (or other object). You can use regression to fit a line to have the robot follow the wall/object.

I’m not sure of the ultimate use case, but I do see it being helpful for robotics.

The other might be weather/temperature prediction based on previous sensor readings in the past.

I found a paper about using ESP32 for logistic regression.