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Enhanced Comparative Analysis of Pretrained and Custom Deep Convolutional Neural Networks for Galaxy Morphology Classification

Galaxy morphology classification is a crucial task in astronomy and astrophysics, providing information on galaxy formation and evolution. Traditionally, this classification has been a manual and labor-intensive process requiring significant astronomical expertise. However, advancements in artificia...

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Principais autores: Tram Le, Nickson Ibrahim, Thu Nguyen, Thanyaporn Noiplab, Jungyoon Kim, Deepshikha Bhati
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI AG 2025-03-01
coleção:Engineering Proceedings
Assuntos:
galaxy classification
image processing
convolutional neural networks
transfer learning
Acesso em linha:https://www.mdpi.com/2673-4591/89/1/36
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