TinyML: Bringing machine learning to the edge
Thoughtworks Technology Podcast
Neural Networks: A Practical Approach to Predictive Maintenance
The practical side of the tiny ML space is sometimes a little bit, you know, embarrassingly small. You really have enough memory to do something interesting in the next 10 milliseconds, and then sort of throw it away to get the next bit of streaming data in. So, though we can do things on the device, it's often around this sort of fine tuning type stuff. The idea that you don't really know what's anomalous on a particular device until you sort of get to it? That's a huge market for predictive maintenance.
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