Real esrgan reddit download.
Real esrgan reddit download Looking for specialized Real ESRGAN models for anime, using real esrgan ncnn vulkan. Zuck seeing your waifus. Discussions of waifu2x and related forks. This is only tested on Windows 11 x64 with NVIDIA RTX 2060. 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. It doesn't to photorealism very well at all. 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. A rolling release distro featuring a user-friendly installer, tested updates and a community of friendly users for support. It depends how the texture looks originally. 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. 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). Please share your tips, tricks, and workflows for using this software to create your AI art. 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. 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". But I could really use a working face upscaler in CoreML. Check that out, it shows you all commands. Dec 19, 2024 路 Real-ESRGAN's handy and beautiful graphical interface supports Windows, Ubuntu and macOS platforms. I'm been waiting for a 4x anime upscaler since SRGAN but I'm surprised there hasn't been any. And the reason why the command was not found in your terminal, is probably because your didnt put it as an enviroment variable. ). Share to Reddit. (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. I want to use ESRGAN to improve the quality of AI images generated by Stable Diffusion. Edit: ok its working now somehow but the exports are terrible no offence. cmd file to change the model you want to use that's located in the models folder. 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. 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. 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. 馃寣 Thanks for your valuable feedbacks/suggestions. Members Online Scan this QR code to download the app now. articles on new photogrammetry software or techniques. We will create a new Conda environment with the relevant Python libraries. /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. Evidence: 65 MB is the correct size for an ESRGAN model. 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. cmd file and it will upscale it automatically and produce the output file, you can also edit the . Perhaps you should avoid high resolutions for now, or upscale using a less resource-intensive process. With the new version you are unable to use or update models with a scale other than 4. Sort by: Meaning this is RealESRGAN_x4plus and then after, CodeFormer applied for face enhancement. Stolen with permission from u/gigan23 on Discord. . Painting Preferably AI based since they seem to offer the best quality. 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. Jul 22, 2021 路 We extend the powerful ESRGAN to a practical restoration application (namely, Real-ESRGAN), which is trained with pure synthetic data. support denoise strength for realesr-general-x4v3. 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. Unfortunately yes, but the difference is extremely significant. 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. The truth is that ai has been mainstream (and ready) for a good while now starting with Topaz, which is extremely useful. Or check it out in the app stores Real-ESRGAN VS Topaz VEAI Comparison Share Add a Comment. Content here should be primarily about Microsoft's suite of services, products and games which we publish. Download ( 64. Or check it out in the app stores GFPGAN and REAL ESRGAN alongside gimp for years now. 0 - BETA TEST. Gaming Real ESRGAN Pytorch Different models for ESRGAN, PPON and in the future maybe others are in the Wiki - Model Database. 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 . Or check it out in the app stores TOPICS. They are very tiny models for general scenes, and they may more robust. 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. ckpt ), download them yourself from that url in your webbrowser and rename to model. Topaz, ESRGAN, and Stable Diffusion can all produce amazing results. 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. There’s an option to choose the upscaling value (x2, x4, x6). All that is required is to put the converted PNG format textures into the LR folder and run test. , 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). I tried GFPGAN from the same library, but the results were very cartoonish. 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. The instructions are in the Real-ESRGAN repository, will require a lot of effort but not an impossible task. The ncnn implementation is in Real-ESRGAN-ncnn-vulkan; Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration. I'm guessing you're getting a posterior probability collapse because the discriminator is able to memorize the dataset. 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. io/t2i-gui Installation: Extract anywhere (not a protected folder - NOT Program Files - preferrably a short custom path like D:/Apps/AI/), run StableDiffusionGui. This is newer than the original SwinIR upscaler models. 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. An implementation of SwinIR upscaler is also included. 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. This is a complete (as of today) collection of hundreds of ESRGAN upscalers for all types of different applications. Would you like to learn how to improve low resolution Images quality using Real-ESRGAN? follow this tutorial . Perhaps the conversion was done on an older version, I don't know. My footage is from an old 2007 Sony 720p camera. The Image modifiers also help quickly transform the image styling. JSON, CSV, XML, etc. exe, follow instructions. Yeah, GANs can be a bit hit or miss, and they’re not exactly cutting-edge anymore. 34 votes, 13 comments. It can upscale images up to 4K and offers optional face correction capabilities. The training set is high quality images with some sort of artificial degradation that mimics the organic process of repeated internet transmission. 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). 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. It's strengths are portrait shots and ones done artistically. You can see it here. This is even more important if you are doing inpainting afterward. png » -s x2 It looks like a misconception that there's a larger (137 MB) version of Remacri somewhere that is the "real" model. 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. Most trained ESRGAN architecture models use a larger dataset than the original ESRGAN. 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. Next I will try to integrate GoBIG upscaling and GFPGAN face restoration. Painting Get the Reddit app Scan this QR code to download the app now. I will look forward to checking out the NMKD model and see if it is good. Yes. Lightning. 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. Please keep posted images SFW. 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. 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. 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. Post image comparisons, techniques, benchmarks and general discussions. 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. Real-ESRGAN has been great for getting over the uncanny valley of weird eyes, noses, etc. If I remember correctly the option is « -s x2 » So the whole command looks like that : Esrgan. It doesn't do anything and nothing runs. Project Status I currently have 60 episodes of the series. 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). 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. Welcome to the Microsoft subreddit. Faces look all melted or squashed. Upscaler model SwinIR-Large was released on September 30, 2021. 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. I often upscale a single image directly in SD with different upscale models, then compare them. Both the ESRGAN and R-ESRGAN models are this size. I tried real-ESRGAN and a few others in my repo and I kept getting odd artifacts. Although one major feature that I am exploring is how to get access on this UI for ControlNet. its disdain for the OS so openly. But in my experience, this R-ESRGAN model does a pretty decent job with the right source media. Also for cartoon and animes, real esrgan upscales at a much higher quality than topaz. EDIT: Nvm I misunderstood what you said. For restoration of faces with heavy articles, i primarily use Snapedit, and the result is the closest to my original face. Links to different 3D models, images, articles, and videos related to 3D photogrammetry are highly encouraged, e. Drag your image on top of the . ESRGAN has been around for 5 years, meaning there are a lot of trained models for it. They only used DIV2K and Flickr2k without any augmentation methods. 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. This is for those of us that don't always fit into the meta looks of MUA. I just bought an AMD GPU about a month ago, but the OP was asking about ESRGAN. Livingroom. I’m upscaling the world of Warcraft classic interface Manjaro is a GNU/Linux distribution based on Arch. I found out that A1111's ESRGAN upscalers would split image into tiles for upscaling. Its open source and free too. 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. You can just choose the "3D Real-life - Enlarge Only - Highest Quality(Slow)" preset which will use the Real-ESRGAN model to upscale. Also 'Real-ESRGAN' is the same architecture but it additionally has a pipeline for on the fly degradations during training. I am designing wallpapers so it they dont scale up right the repeat looks off. The first image is a fixed version of the 2nd image, which was generated by DALL-E 2. But if the input is already 1080p then it might not produce that much of a difference. I use different upscalers depending on the image. So i just blend the 2 images and then fix his eyes. g. Anyway, the binaries are from Real-ESRGAN, you can match the hashes if you want, or just build it yourself. Any help much appreciated. 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. practicalzfs. Need to look at LDSR; I don't mind a long processing time if it gets good results. 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. 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. AD&D, etc. I'm totally fine with that because I usually do another upscale pass and use UltraSharp this time (or UltraMix-Restore, it depends). zip download. 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. Or check it out in the app stores (Real-ESRGAN, by nightmareai). 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. 1. 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. 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. Added some color and voilà! This is a subreddit for news and discussion of Old School Renaissance topics. 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. 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. We are Reddit's primary hub for all things modding, from troubleshooting for beginners to creation of mods by experts. This means we can transform the original series' grainy visuals into crisp, detailed 4K images. 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. Useful information including how to not run out of VRAM is also in wiki - Using ESRGAN, Links, And Other Information. NMKD Stable Diffusion GUI v1. I haven't done it myself but given that this is info from the maker of Upscayl it's probably legit. Get the Reddit app Scan this QR code to download the app now. ), REST APIs, and object models. 5, using one of ESRGAN models usually gives a better result in Hires Fix. 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. Overview: While there are many blind image restoration approaches, few can handle complex real-world degradations. The three general models I like to use are 4xUltaSharp, NMKD-Superscale, and Foolhardy Remacri. You could purely reformat/transform which should use less resources, or use Premiere/AfterEffects for upscaling post-Nuke. Thanks. Then again used Photoshop to eliminate unwanted details und blurred areas that were too sharp. 580. Gigapixel and Real ESRGAN are in my current regular toolset. ckpt and then retry second time to get the yaml file. 4x-UltraSharp and x4minus. py, wait and let it finish. Did not know that. That problem is solved in Snapedit. png » -o « C:\yourfolder\yourfileUpscaled. true. com with the ZFS community as well. Snowboard. ) Totally get where you’re coming from. 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. 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. 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. 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. Download: https://nmkd. I currently have 50 episodes, at the moment I cannot continue but I hope to finish the series in February or March. 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. i may be making the wrong question, but i would like to know your opinion. 100K subscribers in the deepdream community. 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. In SD 1. Scan this QR code to download the app now. Keep in mind it was designed to also remove artifacts from real images. The ZIP for Mac comes with a README file. I haven't had a change to try it myself yet but thought it was worth posting. Please use our Discord server instead of supporting a company that acts against its users and unpaid moderators. That means that models like the JPG or BC1 artifact removal models no longer work with the new version. But as they are tiny models, their performance may be limited. Sep 20, 2022 路 add realesr-general-x4v3 and realesr-general-wdn-x4v3. Appreciate any suggestions on better models and settings. Links in a comment. Grosser Mythen. Topaz gigapixel is like 5x better quality compared to real ESRGAN. Its why I started looking around. I think that the 65 MB "4x_foolhardy_Remacri" is the correct one. It can take for about 2-3 mins [ ] Preferably AI based since they seem to offer the best quality. 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. - 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. You can use the ncnn command line tool available on their discord. 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. Landscape. 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. Maybe it does not work as you expect because SD images might not fit the distribution Real-ESRGAN was trained on. 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. download 1 file The ncnn implementation is in Real-ESRGAN-ncnn-vulkan; Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration. Now I am trying to upscale a particular 3d game from 2002 with ESRGAN and Manga109 model. 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. 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. For now, I just recommend to use the old ESRGAN version. /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. But in SDXL, I find the ESRGAN models tend to oversharpen in places to give an uneven upscale. Gallery contains upscaler comparisons for 2 input images. Ironic posting here since the reddit video player runs it with 5 pixels. Some will do better than others. Not really sure how it ratios to VRAM, so I left it default. This is a community to share and discuss 3D photogrammetry modeling. itch. Photos: Buddy. Want to try ESRGAN soo bad. I decided to write my own image upscaler app from scratch making use of the Real-ESRGAN Model and Tauri for the GUI part. 33 votes, 56 comments. Share to Pinterest Real-ESRGAN_111. Welcome to the unofficial ComfyUI subreddit. If you want to install ESRGAN on windows look in the Wiki - ESRGAN installation guide for Windows. But I don't know how it works so I have no idea how to recreate the workflow. 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. My goto upscale method for Hires Fix in SDXL is good old Lanczos which gives me a clean and even upscale. I dont see any GPU load so I dont believe ESRGAN is running at this point. /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. exe -i « C:\yourfolder\yourfile. 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. REMBG since After a week playing with ESRGAN and various pretrained models, I started getting quite decent results. We would like to show you a description here but the site won’t allow us. ) and the retroclones. For immediate help and problem solving, please join us at https://discourse. 0 MB) PyTorch . 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. Real-ESRGAN is at least distributed with run-able binaries for most platforms, though. Paper; Original implementation; Our github; Usage Code for using model you can obtain in our repo. 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. 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. 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. We extend the powerful ESRGAN to a practical restoration application (namely, Real-ESRGAN), which is trained with pure synthetic data. 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. Real-ESRGAN. Still needs a GPU to execute in reasonable time, and has no CPU-based alternative model AFAICT. 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. That makes ESRGAN a lot less powerful. 280K subscribers in the rust community. Share to Tumblr. Then scaled it up with real-ESRGAN with two models. I like the raw result of the minus model but it's lacking sharpness therefore I layered the UltraSharp model on top by 60%. We primarily focus on D&D (LBB, 1st ed. PowerShell is a cross-platform (Windows, Linux, and macOS) automation tool and configuration framework optimized for dealing with structured data (e. But this is more for model training, concerning the code for running the model there is no difference in ESRGAN or Real-ESRGAN). 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. I noticed that using ESRGAN twice causes weird burn artifacts. Reply reply Thanks! I got farther. 4M Welcome to the unofficial ComfyUI subreddit. I don't know about ESRGAN, but GANS generally need a lot of training data and 400 examples isn't much. pskr lken bdlx jdws ddar vltvop qoaww wckk hfpv huokxp