L. Van Warren

Flying By ML -- CNN Inversion of Affine Transforms

2023 · arXiv (Cornell University)

This paper describes a machine learning method to automate reading of cockpit gauges, using a CNN to invert affine transformations and deduce aircraft states from instrument images. Validated with synthetic images of a turn-and-bank indicator, …