SinGAN VS Fast-SRGAN

Compare SinGAN vs Fast-SRGAN and see what are their differences.

SinGAN

Official pytorch implementation of the paper: "SinGAN: Learning a Generative Model from a Single Natural Image" (by tamarott)
singan Gan Official single-image harmonization Animation single-image-animation single-image-generation image-edit arbitrery-sizes single-image-super-resolution super-resolution
Source Code
tamarott.github.io
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Fast-SRGAN

A Fast Deep Learning Model to Upsample Low Resolution Videos to High Resolution at 30fps (by HasnainRaz)
sisr single-image-super-resolution super-resolution srgan fastsrgan realtime-super-resolution Tensorflow Tf2 tf-keras Gans Cnn upsample resolution-image residual-blocks Tensorboard Artificial intelligence neural-network generative-adversarial-network
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SinGAN Fast-SRGAN
1 -
3,285 642
- -
0.0 0.0
12 months ago 2 months ago
Python Python
GNU General Public License v3.0 or later MIT License
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SinGAN

Posts with mentions or reviews of SinGAN. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-30.

Fast-SRGAN

Posts with mentions or reviews of Fast-SRGAN. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning Fast-SRGAN yet.
Tracking mentions began in Dec 2020.

What are some alternatives?

When comparing SinGAN and Fast-SRGAN you can also consider the following projects:

super-resolution - Tensorflow 2.x based implementation of EDSR, WDSR and SRGAN for single image super-resolution

a-PyTorch-Tutorial-to-Super-Resolution - Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

PaddleGAN - PaddlePaddle GAN library, including lots of interesting applications like First-Order motion transfer, Wav2Lip, picture repair, image editing, photo2cartoon, image style transfer, GPEN, and so on.

awesome-colab-notebooks - Collection of google colaboratory notebooks for fast and easy experiments

waifu2x - Image Super-Resolution for Anime-Style Art

iSeeBetter - iSeeBetter: Spatio-Temporal Video Super Resolution using Recurrent-Generative Back-Projection Networks | Python3 | PyTorch | GANs | CNNs | ResNets | RNNs | Published in Springer Journal of Computational Visual Media, September 2020, Tsinghua University Press

GFPGAN - GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.

upscayl - 🆙 Upscayl - #1 Free and Open Source AI Image Upscaler for Linux, MacOS and Windows.

CleanTF2plus - Clean TF2's sequel

EDSR_Tensorflow - TensorFlow implementation of 'Enhanced Deep Residual Networks for Single Image Super-Resolution'.

EGVSR - Efficient & Generic Video Super-Resolution

SinGAN vs super-resolution Fast-SRGAN vs a-PyTorch-Tutorial-to-Super-Resolution SinGAN vs PaddleGAN Fast-SRGAN vs awesome-colab-notebooks SinGAN vs waifu2x Fast-SRGAN vs iSeeBetter SinGAN vs GFPGAN Fast-SRGAN vs super-resolution SinGAN vs upscayl Fast-SRGAN vs CleanTF2plus Fast-SRGAN vs EDSR_Tensorflow Fast-SRGAN vs EGVSR