‘Skeleton Recall Loss’ Is The New Breakthrough In Segmentation

A deep dive into how conventional Segmentation works and how the ‘Skeleton Recall Loss’ sets itself as the new state-of-the-art in Thin-structure Segmentation

Image generated with DALL-E 3

Precise segmentation is a critical requirement across many domains today.

These include training self-driving cars, medical image recognition systems, and monitoring using satellite imagery, to name a few.

Further precision is needed in many other fields where the objects of interest are minuscule but critical, such as studyin…