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RenderGAN: Generating Realistic Labeled Data

Deep Convolutional Neuronal Networks (DCNNs) are showing remarkable performance on many computer vision tasks. Due to their large parameter space, they require many labeled samples when trained in a supervised setting. The costs of annotating data manually can render the use of DCNNs infeasible. We...

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Detalles Bibliográficos
Autores principales: Sixt, Leon, Wild, Benjamin, Landgraf, Tim
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7805882/
https://www.ncbi.nlm.nih.gov/pubmed/33500945
http://dx.doi.org/10.3389/frobt.2018.00066