Want to Reduce the Cost of Data Collection for Edge AI with Sensors? Only do it once.
If you have ever attempted or completed a machine learning project using sensor data, you probably know already that data collection and preparation is both the most costly part of the project and also the place where you are most likely to …
Successful Data Collection for Machine Learning with Sensors
It’s R&D time. The product guys have dreamed up some new features, and now you have to see if its possible to deliver them. If it is possible, you’ll need to build it. …
Rich Data, Poor Data: Getting the most out of sensors
Accelerometers and vibration sensors are having their day. As prices have come down drastically, we are seeing more and more companies instrumenting all kinds of devices and equipment. Industrial, automotive and consumer products use cases are proliferating almost as fast as …
5 tips for collecting Machine Learning data from high-sample-rate sensors
Machine learning on high-sample-rate sensor data is different. For a lot of reasons. The outcomes can be very powerful – just look at the proliferation of “smart” devices and the things they can do. But the process that creates the “smarts” is …