GitHub

Medical Instance Segmentation by Mask R-CNN

This repository implements an instance segmentation pipeline for medical images using Mask R-CNN with a ResNet-50-FPN backbone. The goal is to detect and segment different types of medical objects in ...
IEEE

Cell Instance Segmentation: The Devil Is in the Boundaries

Abstract: State-of-the-art (SOTA) methods for cell instance segmentation are based on deep learning (DL) semantic segmentation approaches, focusing on distinguishing foreground pixels from background ...
IEEE

Insight Any Instance: Promptable Instance Segmentation for Remote Sensing Images

Abstract: Instance segmentation of remote sensing images (RSIs) is an essential task for a wide range of applications such as land planning and intelligent transport. Instance segmentation of RSIs is ...
GitHub

kmaxdeeplab_semantic tutorial made for instance segmentation?

I'm interested in using Coconut for semantic segmentation. I'm looking at the semantic segmentation tutorial. Is it normal that, in the configuration in the conf folder, only instance segmentation and ...