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Brickognize: Applying Photo-Realistic Image Synthesis for Lego Bricks Recognition with Limited Data

During the last few years, supervised deep convolutional neural networks have become the state-of-the-art for image recognition tasks. Nevertheless, their performance is severely linked to the amount and quality of the training data. Acquiring and labeling data is a major challenge that limits their...

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Detalles Bibliográficos
Autores principales: Vidal, Joel, Vallicrosa, Guillem, Martí, Robert, Barnada, Marc
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9967933/
https://www.ncbi.nlm.nih.gov/pubmed/36850495
http://dx.doi.org/10.3390/s23041898