BasicSR VS ESRGAN

Compare BasicSR vs ESRGAN and see what are their differences.

BasicSR

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, BasicVSR, SwinIR, ECBSR, etc. Also support StyleGAN2, DFDNet. (by XPixelGroup)

ESRGAN

ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR. (by xinntao)
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BasicSR ESRGAN
5 21
6,198 5,707
2.3% -
0.0 0.0
6 days ago over 1 year ago
Python Python
Apache License 2.0 Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

BasicSR

Posts with mentions or reviews of BasicSR. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-04-09.

ESRGAN

Posts with mentions or reviews of ESRGAN. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-12-29.

What are some alternatives?

When comparing BasicSR and ESRGAN you can also consider the following projects:

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

Real-ESRGAN - Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

realsr-ncnn-vulkan - RealSR super resolution implemented with ncnn library

dalle-flow - 🌊 A Human-in-the-Loop workflow for creating HD images from text

Waifu2x-Extension-GUI - Video, Image and GIF upscale/enlarge(Super-Resolution) and Video frame interpolation. Achieved with Waifu2x, Real-ESRGAN, Real-CUGAN, RTX Video Super Resolution VSR, SRMD, RealSR, Anime4K, RIFE, IFRNet, CAIN, DAIN, and ACNet.

Real-ESRGAN-colab - A Real-ESRGAN model trained on a custom dataset

video2x - A lossless video/GIF/image upscaler achieved with waifu2x, Anime4K, SRMD and RealSR. Started in Hack the Valley II, 2018.

EGVSR - Efficient & Generic Video Super-Resolution

waifu2x-ncnn-vulkan - waifu2x converter ncnn version, runs fast on intel / amd / nvidia / apple-silicon GPU with vulkan

Real-ESRGAN - PyTorch implementation of Real-ESRGAN model

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration