In this project we train a special pruning classifier to speed up the RANSAC pipeline in 3D reconstruction.
Tech:C++COLMAPRANSACAlgebra
Overview
I’m still working on this post.
Meanwhile, you can read my undergraduate thesis on this topic here (ignore first page in Ukrainian). Additionally, there is a code associated with the project on this repo.