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Generating Images with Physics-Based Rendering for an Industrial Object Detection Task: Realism versus Domain Randomization

Limited training data is one of the biggest challenges in the industrial application of deep learning. Generating synthetic training images is a promising solution in computer vision; however, minimizing the domain gap between synthetic and real-world images remains a problem. Therefore, based on a...

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Detalles Bibliográficos
Autores principales: Eversberg, Leon, Lambrecht, Jens
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8659618/
https://www.ncbi.nlm.nih.gov/pubmed/34883900
http://dx.doi.org/10.3390/s21237901

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