Region versus query based instance segmentation models: application to the estimation of aggregated TiO2 particles size distribution measured by SEM

Instance segmentation model performances is commonly evaluated through challenges using toy datasets such as CIFAR and ImageNet. Although, it is necessary to help improving state-of-the-art models, it remains far from critical industrial application where accurate measurement is required to ensure o...

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Bibliographic Details
Main Authors: Paul Monchot, Loïc Coquelin, Nicolas Fischer
Format: Article
Language:English
Published: IOP Publishing 2025-01-01
Series:Machine Learning: Science and Technology
Subjects:
Online Access:https://doi.org/10.1088/2632-2153/add239
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