Machine Learning Detects Distracted Politicians

[Dries Depoorter] has a knack for extremely technical tasks with a stable inventive bent to them, and this piece isn’t any exception. The Flemish Scrollers is a software program system that watches stay streamed classes of the Flemish authorities, and makes use of Python and machine studying to determine and spotlight politicians who pull out telephones and begin scrolling. The outcomes? Pushed out stay on Twitter and Instagram, naturally. The venture began again in July 2021, and has been dutifully working ever since, so by now we anticipate that holding one’s telephone the place the digital camera can see it’s in all probability thought-about a rookie mistake.
This venture may also be thought-about a very good instance of find out how to correctly deal with confidence in outcomes relying on the applying. In this case, false negatives (a politician is utilizing a telephone, however the software program doesn’t detect it correctly) are rather more acceptable than false positives (a member will get incorrectly recognized, or is wrongly called-out for utilizing a cellular machine when they aren’t.)
Keras, an open-source software program library, is used for the thing detection and facial recognition (GitHub repository for Keras is right here.) We’ve seen it utilized in the whole lot from bat detection to automated trash sorting, so when you’re curious about machine studying purposes, give it a peek.

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