Evaluation

In the course of the work, various algorithms were evaluated on our data. Our evaluation list includes the following algorithms: CAPE, PEAC, modified region growing, automatic extraction of multi-scale structures, Region Growing (PCL library implementation), Connected Components (PCL library implementation). The quality of algorithm was evaluated on our labeled dataset using our pip-package for metrics.

Try algorithms

All considered algorithms were wrapped up in docker containers and available in our repository. Below, examples of running algorithms on our data are demonstrated.