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Development of a compressed FCN architecture for semantic segmentation using Particle Swarm Optimization

Researchers have adapted the conventional deep learning classification networks to generate Fully Conventional Networks (FCN) for carrying out accurate semantic segmentation. However, such models are expensive both in terms of storage and inference time and not readily employable on edge devices. In...

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Detalles Bibliográficos
Autores principales: Agarwal, Mohit, Gupta, Suneet K., Biswas, K. K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer London 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9897161/
https://www.ncbi.nlm.nih.gov/pubmed/36778195
http://dx.doi.org/10.1007/s00521-023-08324-3