… The experiment for data augmentation using SinGAN in this study was conducted using the … of utilizing SinGAN for data augmentation involved the following steps. The SinGAN code …
… Here, we propose a new framework called Multi-Scale-SinGAN to generate multiple morphological images from a single-image. Ten different quality parameters are identified and …
Fungi have evolved regulatory networks to respond to available nutrients. Phosphate is often a limiting nutrient for fungi that is critical for many cellular functions, including nucleic acid …
Anaerobic fungi produce biomass-degrading enzymes and natural products that are important to harness for several biotechnology applications. Although progress has been made in …
Water absorption in polymer blends such as starch-based bioplastic films is important to evaluate the stability characteristics of such films in water that will affect their long-term …
… , we propose a hybdrid SinGAN-TilingGAN architecture, which combines SinGAN’s multi-… -image learning that SinGAN provided to address the non-tileable and low-resolution methods. …
Recently, paint to image style transfer that converts a painting image into a photo-realistic image has been researched. This method requires hundreds of thousands to millions of …
… In our work, we present SinGAN-3D, an extension of SinGAN [5… ” problem, the extension of SinGAN to the 3D domain has … The original implementation of SinGAN is composed of a …
… In 2019, a network named SinGAN was proposed in … , SinGAN is capable of producing a series of both high-quality and diverse image samples. Therefore, this paper selects the SinGAN …
Polyglutamine (polyQ) stretches have been reported to occur in proteins across many organisms including animals, fungi and plants. Expansion of these repeats has attracted much …