Segmentation benchmark

Benchmark for three segmentation pipelines on ISIIS data.
R
Python
data analysis
paper with code
academic
Author

Thelma Panaïotis

Published

July 2, 2021

This repository contains code to compare three segmentation pipelines applied to ISIIS images, against a ground-truth segmentation generated by a human operator.

https://github.com/ThelmaPana/segmentation_benchmark

The results of this comparison are published in Frontiers in Marine Science: 10.3389/fmars.2022.870005. The war machine we have developed – based on a CNN detector – generates the best results, but it processes data with the slowness of a tank.