How To Train a Smart Detective - AKA Behind-The-Scenes Glimpse at Deep Learning in 3D Printing
In the past several months The Detective team has done a lot of experiments to figure out how we can improve the accuracy of the detection algorithm. We have tried tens of different ways. Most of which didn't work - just like any other Deep Learning projects. But more importantly, we learned through those failed experiments why they didn't work, and applied those learnings to the experiments that did work! The end result of those several months of work was 2.5x improvement on the accuracy.
In this article we will give you a behind-the-scenes glimpse on how those crazy Deep Learning technologies are used to catch 3D printing failures.
Readers be aware: very geeky content ahead.