11–20 of 26 posts
Nice product. May I ask the differentiator with commercial packages for industrial vision like Halcon or Cognex?
For anomaly detection, does your team have to worry about concept drift and data distribution shifts? If so, how do you combat that?
For anomaly detection, does your team have to worry about concept drift and data distribution shifts? If so, how do you combat that?
Great question. Yes, that's a big topic for us. We closely monitor production metrics to detect things like input changes and output drift. This allows us to automatically detect if something changes, so that we can trigger retraining and redeployment.
Would be curious if you are able to integrate metrology products that generate point clouds vs video feeds. I have a buddy that is in that space for automotive manufacturing, they use a variety of laser scanning products for production line setup/calibration/etc but a runtime monitoring system that can detect small deviations might be an entirely new revenue stream.
Earlier quoted context omitted.
I'd suggest not doing this. What you're doing is not novel. You have a much better chance if you focus e.g. food and beverage. There's many reasons but your setup will go smoother, GTM will be easier and you will get higher NPS. You will also have the opportunity to develop novel aspects.
We are indeed focusing - my comments regarding other areas where my personal thoughts on the above question and not Cerrion's strategy.
Also could add on an analysis component of "study my flow and quantify potential jam points".
What camera hardware are you using? https://www.luxonis.com/ might be an interesting option.