chaiNNer
Real-ESRGAN
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chaiNNer | Real-ESRGAN | |
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46 | 131 | |
4,057 | 26,111 | |
6.0% | - | |
9.8 | 2.7 | |
3 days ago | 17 days ago | |
Python | Python | |
GNU General Public License v3.0 only | BSD 3-clause "New" or "Revised" License |
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chaiNNer
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chaiNNer Is Awesome
It is like Comfy UI Jr. but much easier to navigate. Huge amount of useful features, and you can connect it to the WebUI. I highly recommend checking it out: https://github.com/chaiNNer-org/chaiNNer
- ChaiNNer – Node/Graph based image processing and AI upscaling GUI
- Anyone turn eye AF off when taking portraits of people or animals A7RIV?
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Transmigrations concert visuals remixes
For the video it turned out a bit too "hairy" compared to many of the still images (I believe because of the long landscape aspect ratio), but I ran out of time to fiddle. I used the Seed Travel extension for the animation and ChaiNNer with the 4x-Valar upscaler.
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How can we, as 3D designers/artists, integrate AI into our work?
While at it, check out ChaiNNer -> https://github.com/chaiNNer-org/chaiNNer
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What about game assets that target 1080p and you want 4K fidelity?
If you want to do more, there's chaiNNer and CupScale. You need to download an AI model to use those. There are a lot of anime/cartoon models out, so pick one that you like from here. (Note: Upscaly doesn't support these custom models.)
- Ai Interpolation (Quality Issue)
- What workflow is best for upscaling portraits taken by phone camera or DSLR?
- Question; for those of you with GPU’s whose VRAM is above 8Gb’s, how many photos in a batch can you make at one time?
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Are there any google collab scripts or other tools to upscale a bunch of images..?
For local there's cupscale and chainner
Real-ESRGAN
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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.
What are some alternatives?
cupscale - Image Upscaling GUI based on ESRGAN
ESRGAN - ECCV18 Workshops - Enhanced SRGAN. Champion PIRM Challenge on Perceptual Super-Resolution. The training codes are in BasicSR.
ultimate-upscale-for-automatic1111
SwinIR - SwinIR: Image Restoration Using Swin Transformer (official repository)
stable-diffusion - Optimized Stable Diffusion modified to run on lower GPU VRAM
GFPGAN - GFPGAN aims at developing Practical Algorithms for Real-world Face Restoration.
stable-diffusion-webui - Stable Diffusion web UI
BSRGAN - Designing a Practical Degradation Model for Deep Blind Image Super-Resolution (ICCV, 2021) (PyTorch) - We released the training code!
upscayl - 🆙 Upscayl - #1 Free and Open Source AI Image Upscaler for Linux, MacOS and Windows.
waifu2x - Image Super-Resolution for Anime-Style Art
chainer - A flexible framework of neural networks for deep learning
Real-ESRGAN-colab - A Real-ESRGAN model trained on a custom dataset