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2023

Новости за 05.12.2023

A Semantic Segment Encoder (SSE): Improving human face inversion quality through minimized learning space

Plos.org 

by Byungseok Kang, Youngjae Jo

Recently, Generative Adversarial Networks (GAN) has been greatly developed and widely used in image synthesis. A Style-Based Generator Architecture for Generative Adversarial Networks (StyleGAN) which is the foremost, continues to develop human face inversion domain. StyleGAN uses insufficient vector space to express more than one million pixels. It is difficult to apply in real business due to distortion-edit tradeoff problem in latent space. To overcome this... Читать дальше...



Detection of surface defect on flexible printed circuit via guided box improvement in GA-Faster-RCNN network

Plos.org 

by Xiaole Shen, Yunlong Xing, Jinhui Lu, Fei Yu

Industrial defect detection is a critical aspect of production. Traditional industrial inspection algorithms often face challenges with low detection accuracy. In recent years, the adoption of deep learning algorithms, particularly Convolutional Neural Networks (CNNs), has shown remarkable success in the field of computer vision. Our research primarily focused on developing a defect detection algorithm for the surface of Flexible Printed Circuit (FPC) boards. Читать дальше...

Maternal B-vitamin and vitamin D status before, during, and after pregnancy and the influence of supplementation preconception and during pregnancy: Prespecified secondary analysis of the NiPPeR double-blind randomized controlled trial

Plos.org 

by Keith M. Godfrey, Philip Titcombe, Sarah El-Heis, Benjamin B. Albert, Elizabeth Huiwen Tham, Sheila J. Barton, Timothy Kenealy, Mary Foong-Fong Chong, Heidi Nield, Yap Seng Chong, Shiao-Yng Chan, Wayne S. Cutfield, NiPPeR Study Group

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Topological data analysis reveals a core gene expression backbone that defines form and function across flowering plants

Plos.org 

by Sourabh Palande, Joshua A. M. Kaste, Miles D. Roberts, Kenia Segura Abá, Carly Claucherty, Jamell Dacon, Rei Doko, Thilani B. Jayakody, Hannah R. Jeffery, Nathan Kelly, Andriana Manousidaki, Hannah M. Parks, Emily M. Roggenkamp, Ally M. Schumacher, Jiaxin Yang, Sarah Percival, Jeremy Pardo, Aman Y. Husbands, Arjun Krishnan, Beronda L Montgomery, Elizabeth Munch, Addie M. Thompson, Alejandra Rougon-Cardoso, Daniel H. Chitwood, Robert VanBuren

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