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arxiv.org/abs/1905.01164

Learning a Generative Model from a Single Natural Image

by TR Shaham · 2019 · Cited by 1299 — Abstract:We introduce SinGAN, an unconditional generative model that can be learned from a single natural image. Our model is trained to ...

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پاسخ هوش مصنوعی

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github.com/FriedRonaldo/SinGAN

SinGAN: Learning a Generative Model from a Single ...

SinGAN, an unconditional generative model that can be learned from a single natural image. Our model is trained to capture the internal distribution of patches

tamarott.github.io/SinGAN.htm

SinGAN

SinGAN can be used in various image manipulation tasks, including: transforming a paint (clipart) into a realistic photo, rearranging and editing objects in the ...

github.com/tamarott/singan

tamarott/SinGAN: Official pytorch implementation of ...

With SinGAN, you can train a random samples from the given image, SinGAN can be also used for a line of image manipulation tasks,

www.semanticscholar.org/paper/SinGAN:-Learning-a-Generative-Model-From...

Learning a Generative Model From a Single Natural Image

SinGAN, an unconditional generative model that can be learned from a single natural image, model is trained to capture the internal distribution of patches ...

medium.com/aimonks/singan-seg-enhancing-image-segmentatio...

SinGAN-Seg: Enhancing Image Segmentation with ...

SinGAN, which stands for “Single Image Generative Adversarial Network,” is a state-of-the-art unsupervised learning framework that can learn to ...

en.wiktionary.org/wiki/singan

singan

Singan Old Dutch Etymology From Proto-West. English: sing Scots: sing Yola: zing Old High German. Verb singan third-person plural present indicative of singar ...

www.researchgate.net/publication/339558046_SinGAN_Learning_a_Genera...

Learning a Generative Model From a Single Natural Image

SinGAN [9] is a representative approach that employs a multi-scale pyramid GAN to generate realistic images from a single input. Many extensions based on SinGAN ...

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