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Beyond the Perimeter: Accelerating Lateral Segmentation Journey for Zero Trust Private Cloud

How lateral segmentation helps contain breaches in private cloud environments and limit attacker movement after the perimeter ...
IEEE

UMIS-YOLO: Underwater Multimodal Images Instance Segmentation With YOLO

Abstract: Underwater instance segmentation plays a pivotal role in various applications. Among them, coral instance segmentation is of great significance in the fields of marine biology and ...
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 ...
Scientific Research Publishing

Liu, S., Qi, L., Qin, H., Shi, J. and Jia, J. (2018) Path Aggregation Network for Instance Segmentation. 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition ...

ABSTRACT: To address the issues of missed detection and false detection during the defect inspection process of the PCB, an improved YOLOv7-based algorithm for PCB defect detection is proposed.
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 ...
GitHub

2.5D U-Net for Vascular Segmentation (HiP-CT)

Codebase for supervised segmentation of vasculature in 3D HiP-CT volumes using a 2.5D U-Net (stacked slices as colour channels with 2D convolutions). This repository adapts and refactors the Team-1 ...