Real esrgan reddit download 0 MB) PyTorch . Most trained ESRGAN architecture models use a larger dataset than the original ESRGAN. You're a YouTube Video Creator or Twitch Streamer? NewTubers is the Premiere "Small Content Creator" Community, created to allow up-and-coming channels to improve with resources, critiques, and cooperation among tens of thousands of peers! Hi, This is a nice and fun Python tutorial that enables improving the quality of images . Faces look all melted or squashed. Also for cartoon and animes, real esrgan upscales at a much higher quality than topaz. It works best on high end devices, for example it takes 3 minutes to upscale an 1080p image to 4k on my phone with a Snapdragon 855 Ahh I see. articles on new photogrammetry software or techniques. Its a free application so you can just try it out on one of your videos (or a short clip of one of your videos to not loose time) and check the results and see if its in the direction of what you are looking for Mar 20, 2022 路 Share to Reddit. Scan this QR code to download the app now /r/StableDiffusion is back open after the protest of We would like to show you a description here but the site won’t allow us. In my case I just look on the Wiki models website to see what would be useful for me and also what models are being recommended online. This is newer than the original SwinIR upscaler models. The truth is that ai has been mainstream (and ready) for a good while now starting with Topaz, which is extremely useful. I just bought an AMD GPU about a month ago, but the OP was asking about ESRGAN. Did not know that. It is ready to process single and multiple images with digital art and general photo models to choose from, very clean and only focused on the features that matter the most. I noticed that using ESRGAN twice causes weird burn artifacts. Does anyone have normal tutorial for ESRGAN, i found some video on youtube, and downloaded some "repositories" for about an hour, but it turned out… ¿What is Real ESRGAN? Real ESRGAN is a state-of-the-art super-resolution model capable of significantly enhancing image resolution without compromising quality. Yet Real-ESRGAN by Xintao Wang and his colleagues from ARC, Tencent PCG, Shenzen Institutes, and University of Chinese Academy of Sciences takes real-world image super-resolution (SR) to the next level! Looks like you'll have to download some additional stuff and convert the models yourself, but at least there's a documented process. They are very tiny models for general scenes, and they may more robust. I dont see any GPU load so I dont believe ESRGAN is running at this point. Also 'Real-ESRGAN' is the same architecture but it additionally has a pipeline for on the fly degradations during training. 580. R-ESRGAN 4x+ Anime6B works well for me most of the time, but I've also gotten good results by using that one for Get the Reddit app Scan this QR code to download the app now QR code to download the app now process 1 image of resolution 1024x1024 and bit depth of 24 with It already can do text to image, image to image, inpainting and basic upscaling using Real-ESRGAN. My goto upscale method for Hires Fix in SDXL is good old Lanczos which gives me a clean and even upscale. The one major difference between this and Gigapixel is it redraws each tile with the new prompt / img2img, so it will paint things that weren't there before. Share to Reddit. This is why i called it real-esrgan-faceenhance because it was first the real-esrgan model applied, then face enhancement with codeformer, as an experiment if it would give better results, if i remember this all correctly. I'm guessing you're getting a posterior probability collapse because the discriminator is able to memorize the dataset. io/t2i-gui Installation: Extract anywhere (not a protected folder - NOT Program Files - preferrably a short custom path like D:/Apps/AI/), run StableDiffusionGui. Keep in mind it was designed to also remove artifacts from real images. Members Online Scan this QR code to download the app now. We extend the powerful ESRGAN to a practical restoration application (namely, Real-ESRGAN), which is trained with pure synthetic data. Upscaler model SwinIR-Large was released on September 30, 2021. its disdain for the OS so openly. The three general models I like to use are 4xUltaSharp, NMKD-Superscale, and Foolhardy Remacri. The original real-ESRGAN model apparently uses GFPGAN to enhance faces, but I have no idea if the CoreML translation also uses it (I assume not). We would like to show you a description here but the site won’t allow us. Welcome to the unofficial ComfyUI subreddit. 1. This is a complete (as of today) collection of hundreds of ESRGAN upscalers for all types of different applications. It doesn't do anything and nothing runs. Looking for specialized Real ESRGAN models for anime, using real esrgan ncnn vulkan. I tried to install Real-ESRGAN, Blending original SD and Real-ESRGAN results to fix facial artifacts without losing (much) detail/texture (more detail in comments) upvotes · comments r/Lumix Nightmare AI is an online AI Upscaler, it use real-esrgan based AI upscaler & enhancer model that utilizes enhanced super-resolution generative adversarial networks (GAN) to increase image resolution while improving quality. download 1 file The ncnn implementation is in Real-ESRGAN-ncnn-vulkan; Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration. There’s an option to choose the upscaling value (x2, x4, x6). Added some color and voilà! This is a subreddit for news and discussion of Old School Renaissance topics. 4M Welcome to the unofficial ComfyUI subreddit. I tried real-ESRGAN and a few others in my repo and I kept getting odd artifacts. Its why I started looking around. , in raw SD output, but it also gives everything a samey, airbrushed effect, and can have unpredictable effects on non-face parts of an image (here most notably the fabrics in the middle row). You could purely reformat/transform which should use less resources, or use Premiere/AfterEffects for upscaling post-Nuke. Snowboard. The subreddit for all things related to Modded Minecraft for Minecraft Java Edition --- This subreddit was originally created for discussion around the FTB launcher and its modpacks but has since grown to encompass all aspects of modding the Java edition of Minecraft. Real-ESRGAN (an upscaler) implementation used by ruDALL-E demo seems to create a lot more fine details than the other implementation of Real-ESRGAN that I used. exe -i « C:\yourfolder\yourfile. Perhaps the conversion was done on an older version, I don't know. Landscape. This means we can transform the original series' grainy visuals into crisp, detailed 4K images. 馃寣 Thanks for your valuable feedbacks/suggestions. For immediate help and problem solving, please join us at https://discourse. An implementation of SwinIR upscaler is also included. Some are very blurry to start with (even at their original resolution) and upscaling doesn't really help, just like here — the upscaled version is basically no different to original resized, and it needs a lot of extra editing to make it look crisp enough and not just waste VRAM and disc space without much of a change. Zuck seeing your waifus. I often upscale a single image directly in SD with different upscale models, then compare them. The first image is a fixed version of the 2nd image, which was generated by DALL-E 2. Download ( 64. A place for all things related to the Rust programming language—an open-source systems… I got this problem that I can't reproduce similar result in ComfyUI. I want to use ESRGAN to improve the quality of AI images generated by Stable Diffusion. Real ESRGAN GUI is a simple and minimal GUI for xinntao's Real-ESRGAN; This allows you to enhance low quality images and videos using AI technology; This GUI uses Rust for the backend and JS/HTML/CSS for the frontend using the Tauri framework; Warning. To run it, you need to install krita plugin from here (separate version for linux and windows due to different dependency installation process) and server from here. ESRGAN is great for photorealistic images, it adds a lot of small details, although the result would look more noisy, like a mobile photo maybe. But in my experience, this R-ESRGAN model does a pretty decent job with the right source media. Please share your tips, tricks, and workflows for using this software to create your AI art. ) and the retroclones. Or check it out in the app stores (Real-ESRGAN, by nightmareai). cmd file to change the model you want to use that's located in the models folder. The goal of the r/ArtificialIntelligence is to provide a gateway to the many different facets of the Artificial Intelligence community, and to promote discussion relating to the ideas and concepts that we know of as AI. I'm totally fine with that because I usually do another upscale pass and use UltraSharp this time (or UltraMix-Restore, it depends). Livingroom. itch. Edit: ok its working now somehow but the exports are terrible no offence. You can use the -dn option to adjust the denising Scroll up on the error, it will show you the url it tries to download (message like "Downloading: xxxxx to xxxx/LDSR/model. cmd file and it will upscale it automatically and produce the output file, you can also edit the . The ZIP for Mac comes with a README file. I remember checking out the ESRGAN models from the game upscale community, but the models there just haven't been very good, not anything close to what you see in the ESRGAN paper. That makes ESRGAN a lot less powerful. Action Movies & Series; Animated Movies & Series; Comedy Movies & Series; Crime, Mystery, & Thriller Movies & Series; Documentary Movies & Series; Drama Movies & Series Get the Reddit app Scan this QR code to download the app now People are using CUGAN/Real-ESRGAN AI to upscale already, with tensortRT boost from Nvidia making it Everything is done locally with pretrained Real-ESRGAN models so you don't have to worry about Mr. 0 - BETA TEST. So here is the answer, and its comprehensive! Looks like I can't just download the link (4x Real-ESRGAN Anime / RealESRGAN_x4plus_anime_6B) from upscale wiki since they are real esrgan and not esrgan. I believe that ESRGAN isn't good at generalizing to different degradation models, as to get good results the models are targeting specific use cases (anime, JPG 50%, pixel-art, photos, deblurring, etc. Its open source and free too. I currently have 50 episodes, at the moment I cannot continue but I hope to finish the series in February or March. 33 votes, 56 comments. ), REST APIs, and object models. Oh yeah, it's not a sharing site and the way they've set up their page doesn't make a whole lot of sense unless you're used to how open source developers like to 'design' stuff. It can take for about 2-3 mins [ ] Preferably AI based since they seem to offer the best quality. This is a community to share and discuss 3D photogrammetry modeling. Still needs a GPU to execute in reasonable time, and has no CPU-based alternative model AFAICT. Next I will try to integrate GoBIG upscaling and GFPGAN face restoration. 5, using one of ESRGAN models usually gives a better result in Hires Fix. So i just blend the 2 images and then fix his eyes. Not really sure how it ratios to VRAM, so I left it default. Then scaled it up with real-ESRGAN with two models. Now I am trying to upscale a particular 3d game from 2002 with ESRGAN and Manga109 model. I am designing wallpapers so it they dont scale up right the repeat looks off. Would you like to learn how to improve low resolution Images quality using Real-ESRGAN? follow this tutorial . I think that the 65 MB "4x_foolhardy_Remacri" is the correct one. py, wait and let it finish. You can just choose the "3D Real-life - Enlarge Only - Highest Quality(Slow)" preset which will use the Real-ESRGAN model to upscale. Or check it out in the app stores TOPICS. Please keep posted images SFW. pth file / Hosted by GitHub The code for real ESRGAN was free & upscaling with that before getting Stable Diffusion to run on each tile turns out better since less noise & sharper shapes = better results per tile. I'm been waiting for a 4x anime upscaler since SRGAN but I'm surprised there hasn't been any. I tried GFPGAN from the same library, but the results were very cartoonish. Is there another option to get the same behavior? I was particularly into the anime_6b results :( We would like to show you a description here but the site won’t allow us. real-esrgan My Mac hey i,m looking for someone who could help me install real-esrgan on my MacBook it has been an pain I could find any relevant information on how to installit if I found something it was incomplete Note: Reddit is dying due to terrible leadership from CEO /u/spez. Jul 22, 2021 路 We extend the powerful ESRGAN to a practical restoration application (namely, Real-ESRGAN), which is trained with pure synthetic data. Appreciate any suggestions on better models and settings. From my understanding the steps assume you are using Linux but it shouldn't be too hard to translate to Windows (+ there is already a windows guide out there. A rolling release distro featuring a user-friendly installer, tested updates and a community of friendly users for support. It can upscale images up to 4K and offers optional face correction capabilities. Please use our Discord server instead of supporting a company that acts against its users and unpaid moderators. ESRGAN has been around for 5 years, meaning there are a lot of trained models for it. You can see it here. JSON, CSV, XML, etc. ckpt ), download them yourself from that url in your webbrowser and rename to model. png" in the "enhance image" cell to match your filename, then to download the result, you'll need to click on the "files" icon on the far left, then look in the "Real-ESRGAN In settings-upscaling, select in Select which Real-ESRGAN models to show in the web UI. You can use the ncnn command line tool available on their discord. We primarily focus on D&D (LBB, 1st ed. AD&D, etc. 4x-UltraSharp and x4minus. It creates detailed, higher-resolution images by first generating an image from a prompt, upscaling it, and then running img2img on smaller pieces of the upscaled image, and blending the result back into the original image. Topaz, ESRGAN, and Stable Diffusion can all produce amazing results. I've started to enjoy the simplicity it offers for image generation while giving upscaling with Real ESRGAN 4x, face correction with GFPGAN and many other capabilities out of the box. I haven't had a change to try it myself yet but thought it was worth posting. In SD 1. zip download. I can see now that its tiling the images, but when it gets to the ESRGAN step and the cmd window spawns, but it doesnt look like its doing anything. EDIT: Nvm I misunderstood what you said. Gallery contains upscaler comparisons for 2 input images. I’m upscaling the world of Warcraft classic interface Manjaro is a GNU/Linux distribution based on Arch. Good morning friends, I wanted to carry out an experiment by increasing the resolution of the 1996 series to 2160p, using the Real ESRGAN method. Content here should be primarily about Microsoft's suite of services, products and games which we publish. I found out that A1111's ESRGAN upscalers would split image into tiles for upscaling. In all of my testing between the most popular upscalers, my best results come from a 1/2 or full (depending on scene, going full could add too many artifacts) LDSR upscale to maintain most of the original details while adding, and then going Remacri after that in chaiNNer for super high resolution projects, for the best balance between sharpness and less color degradation. Stolen with permission from u/gigan23 on Discord. Paper; Original implementation; Our github; Usage Code for using model you can obtain in our repo. Useful information including how to not run out of VRAM is also in wiki - Using ESRGAN, Links, And Other Information. The instructions are in the Real-ESRGAN repository, will require a lot of effort but not an impossible task. Welcome to the Microsoft subreddit. 100K subscribers in the deepdream community. We are Reddit's primary hub for all things modding, from troubleshooting for beginners to creation of mods by experts. Or check it out in the app stores Real-ESRGAN VS Topaz VEAI Comparison Share Add a Comment. Original textures are ranging from 128x128 to 512x512, every one of them upscaled just fine as long I fed ESRGAN some simple DDS textures converted to PNG. I have seen people uploading 1 upscaler at a time to civit which is not only inefficient it spams the feed (and theyre just farming likes it seems). Want to try ESRGAN soo bad. NMKD Stable Diffusion GUI v1. This subreddit has gone Restricted and reference-only as part of a mass protest against Reddit's recent API changes, which break third-party apps and moderation tools. Unfortunately yes, but the difference is extremely significant. My footage is from an old 2007 Sony 720p camera. I tried stuff like SRGAN, ESRGAN, real-ESRGAN or Topaz and although they have good quality none of them can run in real time like VSR. Links to different 3D models, images, articles, and videos related to 3D photogrammetry are highly encouraged, e. Maybe it does not work as you expect because SD images might not fit the distribution Real-ESRGAN was trained on. Need to look at LDSR; I don't mind a long processing time if it gets good results. Real-ESRGAN. That problem is solved in Snapedit. Drag your image on top of the . If I remember correctly the option is « -s x2 » So the whole command looks like that : Esrgan. g. png » -s x2 It looks like a misconception that there's a larger (137 MB) version of Remacri somewhere that is the "real" model. Topaz gigapixel is like 5x better quality compared to real ESRGAN. (Requires restart) the option R-ESRGAN 4x+ Yesterday I dind't find this option, and I did my test without ESRGAN upscaler, that is the reason the result was blurry. If you want to install ESRGAN on windows look in the Wiki - ESRGAN installation guide for Windows. png » -o « C:\yourfolder\yourfileUpscaled. Evidence: 65 MB is the correct size for an ESRGAN model. I’ve checked out the upscale wiki, but trying to see if there are more real esrgan models out in the wild for restoring or upscaling anime. The ncnn implementation is in Real-ESRGAN-ncnn-vulkan; Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration. It's strengths are portrait shots and ones done artistically. Or check it out in the app stores Real-ESRGAN - google colab Discussion I’m using the waifu2x GUI and testing Real Esrgan and Cugan with the 2D & 3D models. With the new version you are unable to use or update models with a scale other than 4. The training set is high quality images with some sort of artificial degradation that mimics the organic process of repeated internet transmission. The first notebook is a custom fine-tuned version of Real-ESRGAN, but it's a little harder to use- after uploading your image, you'll need to change where it says "lr_image. I mean Real-ESRGAN simply upscales meaning increases the size of your video, so if the input is like 360p or something and you upscale it to 720p or 1080p it for sure should look better than simply watching an upsized movie which will look pixelated. Although one major feature that I am exploring is how to get access on this UI for ControlNet. Reply reply Thanks! I got farther. How to improve low resolution images and videos using Real-ESRGAN ? In this tutorial we will learn how to improve low resolution images to a high resolution results. REMBG since After a week playing with ESRGAN and various pretrained models, I started getting quite decent results. They only used DIV2K and Flickr2k without any augmentation methods. support denoise strength for realesr-general-x4v3. Yes. Painting Get the Reddit app Scan this QR code to download the app now. PowerShell is a cross-platform (Windows, Linux, and macOS) automation tool and configuration framework optimized for dealing with structured data (e. I haven't done it myself but given that this is info from the maker of Upscayl it's probably legit. Share to Tumblr. Or check it out in the app stores GFPGAN and REAL ESRGAN alongside gimp for years now. We ask that you please take a minute to read through the rules and check out the resources provided before creating a post, especially if you are new here. It doesn't to photorealism very well at all. Photos: Buddy. Real-ESRGAN has been great for getting over the uncanny valley of weird eyes, noses, etc. But this is more for model training, concerning the code for running the model there is no difference in ESRGAN or Real-ESRGAN). Thanks. I like the raw result of the minus model but it's lacking sharpness therefore I layered the UltraSharp model on top by 60%. Perhaps you should avoid high resolutions for now, or upscale using a less resource-intensive process. The Image modifiers also help quickly transform the image styling. Share to Pinterest Real-ESRGAN_111. But in SDXL, I find the ESRGAN models tend to oversharpen in places to give an uneven upscale. Scan this QR code to download the app now. Project Status I currently have 60 episodes of the series. But as they are tiny models, their performance may be limited. Ironic posting here since the reddit video player runs it with 5 pixels. Discussions of waifu2x and related forks. I use different upscalers depending on the image. Anyway, the binaries are from Real-ESRGAN, you can match the hashes if you want, or just build it yourself. Yeah, GANs can be a bit hit or miss, and they’re not exactly cutting-edge anymore. Does anyone have any idea? ps: I mean the upscale in text2img ps2: The one I used is R-ESRGAN 4x+Anime6B I found another human face fixer web app - a variant of the image upscaler Real-ESRGAN - that seems good at fixing DALL-E 2 faces. true. This is even more important if you are doing inpainting afterward. I decided to write my own image upscaler app from scratch making use of the Real-ESRGAN Model and Tauri for the GUI part. i may be making the wrong question, but i would like to know your opinion. For now, I just recommend to use the old ESRGAN version. Painting Preferably AI based since they seem to offer the best quality. SFX makeup, goth makeup, editorial looks, bold, colorful, alternative, or other looks that you just can't seem to find represented and celebrated anywhere else! For some reason I'm missing the ESRGAN_4x upscaler in auto1111. Grosser Mythen. 280K subscribers in the rust community. This is only tested on Windows 11 x64 with NVIDIA RTX 2060. Or check it out in the app stores can i know what Real Esrgan solution you have? i have a 3060 aswell Upscaled this image using ESRGAN software (ChaiNNer)to get a resolution of 9216x4096 txt2imghd is a port of the GOBIG mode from progrockdiffusion applied to Stable Diffusion, with Real-ESRGAN as the upscaler. Real-ESRGAN is at least distributed with run-able binaries for most platforms, though. 34 votes, 13 comments. exe, follow instructions. . All 3 are good for hiresfix and upscaling workflows, the best one will depend on your model and prompt since they handle certain textures and styles differently. And the reason why the command was not found in your terminal, is probably because your didnt put it as an enviroment variable. ckpt and then retry second time to get the yaml file. ). Then again used Photoshop to eliminate unwanted details und blurred areas that were too sharp. ) Totally get where you’re coming from. Check that out, it shows you all commands. It depends how the texture looks originally. Real-ESRGAN on Replicate: AI super-resolution model for upscaling images with superior detail preservation and enhanced quality So you can download one of those very small input images, upscale it 4x with your preferred application, and then download the corresponding BSRGAN upscale I did and compare them with eachother: Input images for you to upscale (very small): Generated: Child. But I could really use a working face upscaler in CoreML. Many of the custom models at the very least used noise, jpeg compression, and color shifting to augment their data, and that dataset was usually much larger in the first place. Now for ESRGAN, this post has instructions for setting up and using it for windows, while you can just refer directly to the github repository if you are using linux. Yet Real-ESRGAN by Xintao Wang and his colleagues from ARC, Tencent PCG, Shenzen Institutes, and University of Chinese Academy of Sciences takes real-world image super-resolution (SR) to the next level! So I finally tested the new version of ESRGAN. Any help much appreciated. /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers, hamper moderation, and exclude blind users from the site. Is it possible to install ESRGAN and set it up completely offline? I have a high spec PC that is forbidden from online access and physical can't… I've realised that photorealistic effects are SD's main killer. This gallery contains upscales of 2 input images by an implementation of BSRGAN, 3 implementations of Real-ESRGAN, and 3 implementations of SwinIR, including SwinIR-Large. I don't know about ESRGAN, but GANS generally need a lot of training data and 400 examples isn't much. Is there a debug mode to see what the command window is attempting to run? Jul 22, 2021 路 We extend the powerful ESRGAN to a practical restoration application (namely, Real-ESRGAN), which is trained with pure synthetic data. Or check it out in the app stores Real-ESRGAN won't be done in real time, I let my PC idle The closest is Real-esrgan but it doean't add much new details (pixels around the eyes). - Running ESRGAN 2x+ twice produces softer/less realistic fine detail than running ESRGAN 4x+ once - LDSR 2x scaling is implemented as downsampling to half res then scaling up by 4x, so some information is lost. Is this the right command to enter for exports: The ncnn implementation is in Real-ESRGAN-ncnn-vulkan; Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration. Hello, not sure if this is the right some bread for this post but I wanted to use Real ESRGAN to upscale Poor quality anime videos I'm not text savvy and all the guides online are pretty much on the windows version nothing with Macs specifically. This is for those of us that don't always fit into the meta looks of MUA. Some will do better than others. If there’s aren’t anything else that can run in real time and have comparable quality to VSR I guess I will just stick with VSR. That means that models like the JPG or BC1 artifact removal models no longer work with the new version. Gigapixel and Real ESRGAN are in my current regular toolset. Effective imminently, r/DeepDream is going dark for 48 hours in support of third party apps and NSFW API… Scan this QR code to download the app now. But I don't know how it works so I have no idea how to recreate the workflow. under "engine settings" > Real-ESRGAN, I have model set to "Real-ESRGAN-X4plus(-Anime included)" Under the same Real-ESRGAN tab, Tile size there is set to 128 (default), in contrast, tile size is set to 380 for the "waifu2x-ncnn-vulkan engine". Get the Reddit app Scan this QR code to download the app now. Overview: While there are many blind image restoration approaches, few can handle complex real-world degradations. com with the ZFS community as well. For restoration of faces with heavy articles, i primarily use Snapedit, and the result is the closest to my original face. Download: https://nmkd. We will create a new Conda environment with the relevant Python libraries. practicalzfs. Lightning. Sep 20, 2022 路 add realesr-general-x4v3 and realesr-general-wdn-x4v3. Links in a comment. And I've unfortunately stooped to the level of creating autoIt commands to try and automate this process, but any minor setting difference or window size difference can cause the app to bomb and it is really quite unreliable. Post image comparisons, techniques, benchmarks and general discussions. But if the input is already 1080p then it might not produce that much of a difference. pth file / Hosted by GitHub Real-ESRGAN is an upgraded ESRGAN trained with pure synthetic data is capable of enhancing details while removing annoying artifacts for common real-world images. /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers Lanczos, Nearest, LDSR, ESRGAN_4x, ScuNET GAN, ScuNET PSNR, SwinIR 4x. All that is required is to put the converted PNG format textures into the LR folder and run test. Gaming Real ESRGAN Pytorch Different models for ESRGAN, PPON and in the future maybe others are in the Wiki - Model Database. Dec 19, 2024 路 Real-ESRGAN's handy and beautiful graphical interface supports Windows, Ubuntu and macOS platforms. Sort by: Meaning this is RealESRGAN_x4plus and then after, CodeFormer applied for face enhancement. I will look forward to checking out the NMKD model and see if it is good. Both the ESRGAN and R-ESRGAN models are this size. /r/StableDiffusion is back open after the protest of Reddit killing open API access, which will bankrupt app developers Download and Setup for Real-ESRGAN to work as well as its required files and modules. admihjm yqcesh nrnl cjf exl cghg osrkuo xdwtb hern jukie