Real-ESRGAN
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration. (by xinntao)
BSRGAN
Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code! (by cszn)
| Real-ESRGAN | BSRGAN | |
|---|---|---|
| 131 | 8 | |
| 30,065 | 1,267 | |
| 2.3% | 2.9% | |
| 1.9 | 0.0 | |
| 8 months ago | 11 months ago | |
| Python | Python | |
| BSD 3-clause "New" or "Revised" License | 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.
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.
Real-ESRGAN
Posts with mentions or reviews of Real-ESRGAN.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2024-01-24.
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AI-Powered Nvidia RTX Video HDR Transforms Standard Video into HDR Video
It's not exactly what you're after, as it's anime specific and you need to process the video yourself (eg disassemble to frames, run the upscaler, then assemble back to a movie file), but Real-ESRGAN is really good:
https://github.com/xinntao/Real-ESRGAN/
It's pretty brilliant for cleaning up very old, low resolution anime.
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Photorealistic Video Generation with Diffusion Models
Just a note you can run upscaling on your home desktop with Real-ESRGAN:
https://github.com/xinntao/Real-ESRGAN
- What software to use for upscaling anime edits
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What neural net for SISR?
Maybe Real-ESRGAN is a good fit? Even tho it's a couple of years old
- Cant make concurrent calls to Model
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Outis my beloved
I'm glad you noticed! I upscaled the icon from the wiki using Real-ESRGAN's 4xplus anime model, then photoshopped out the text. Worked far better than waifu2x.
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ComicMerge (Beta testing version - SafeTensors)
A: Try using High-res Fix and R-ESRGAN 4x+ Anime6B as upscaler
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Is there any way to upscale local files permanently using Nvidia's RT VSR?
Maybe try this one https://github.com/xinntao/Real-ESRGAN it may work even better.
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YOASOBI Idol [3840 x 2160]
Screenshotted from the official music video, upscaled to 4k using a state of the art ML model.
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Compilation of (almost) all end of chapter panels
Do you happen to remember which chapter has that "scene"? You could also try to enhance it yourself, I did it using Real-ESRGAN, which is really easy to use.
BSRGAN
Posts with mentions or reviews of BSRGAN.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-02-09.
- The Joke Is on Us
- QualityScaler 8.0 - image/video deeplearning upscaler with any GPU (BSRGAN/Pytorch)
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Waterfalls [1920 x 1080]
u/VorgBardo, love them. I upscaled these to 4k versions using BSRGAN.
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QualityScaler update 2.2 - deeplearning image/video upscaler app for Windows
Pytorch model here https://github.com/cszn/BSRGAN
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QualityScaler 1.4.0 - image/video upscaling - enhancement Windows app
Pretrained models are not on Github because they are super heavy, but you can find theme here https://github.com/cszn/BSRGAN (the files are BSRGAN.pth and RealSR_JPEG.pth)
- QualityScaler 1.1.0 - Image/video upscaling & enhancement GUI app based on BRSGAN & RealSR_JPEG
What are some alternatives?
When comparing Real-ESRGAN and BSRGAN you can also consider the following projects:
ESRGAN - ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.
QualityScaler - QualityScaler - image/video deeplearning upscaling for any GPU
waifu2x - Image Super-Resolution for Anime-Style Art
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.
GFPGAN - GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
RealS