Containerization on a Self-supervised active foveated approach to Computer Vision

Scaling complexity and appropriate data sets availability for training current Computer Vision (CV) applications poses major challenges. We tackle these challenges finding inspiration in biology and introducing a Self-supervised (SS) active foveated approach for CV. In this paper we present our solu...

Full description

Autores:
Dematties, Dario
Rizzi, Silvio
Thiruvathukal, George K.
Tipo de recurso:
Article of investigation
Fecha de publicación:
2024
Institución:
Universidad Autónoma de Bucaramanga - UNAB
Repositorio:
Repositorio UNAB
Idioma:
spa
OAI Identifier:
oai:repository.unab.edu.co:20.500.12749/26652
Acceso en línea:
http://hdl.handle.net/20.500.12749/26652
https://doi.org/10.29375/25392115.5055
Palabra clave:
Singularity Containerization
NVIDIA DALI
Data Loading and Pre-processing Library
High Performance Computing, Strong Scaling
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License
http://purl.org/coar/access_right/c_abf2