![]() If you’re looking for an easy way to upscale a few images, and you’re willing to do a bit of trial and error when it comes to finding the right AI model, this app should usually be adequate, but a more advanced tool is needed for in-depth fine-tuning. That’s why more complex applications let you customize settings like noise removal and sharpening, which can iron out defects brought on by generating additional pixels. Upscayl does a good job most of the time, but upscaling can be quite tricky to get just right. Useful for those who need a quick, straightforward upscaler If you’ve downloaded your own AI models, you can load them from the app’s settings. These can provide different results, but other than selecting the upscaling factor, no other settings can be customized. Integrates multiple AI models and can load custom onesĪt present, you can choose between Real-ESRGAN, Remacri, UltraMix, UltraSharp, and a digital art model. However, it would be nice if you were able to zoom in while doing so, as it would make it easier to spot differences. Once the job is done, you can compare the original and enhanced images. ![]() You’ll be able to track the upscaling process in the preview panel. You just need to import the image you want to upscale, either via drag and drop or by navigating to its location, select the preferred upscaling model, and then start things up. It comes with a minimalistic interface and supports batch processing. It doesn’t offer a lot of customization options, but it supports several AI models and even allows you to import your own. Upscayl is an open-source, cross-platform app that should be suitable for most scenarios. Microsoft™ for their Fluent Emoji used as our logo.Image upscalers are getting more accessible every day, and we now have apps that simplify the process to such an extent that anyone can do it with a couple of clicks. Real-ESRGAN: Copyright (c) 2021, Xintao Wang Real-ESRGAN for their wonderful research work. More models and algorithms will come soon. Upscayl uses Real-ESRGAN-ncnn-vulkan binaries to upscale images. The binary is pre-compiled for convenience, if you do not trust it, then you can compile your own since everything is free and open source here :) If you want to deal with all those PyTorch, NCNN, and Python errors, you're more than welcome to compile your own binary using the code provided by Real-ESRGAN. We do ship a binary but that's because not including it would kill the entire purpose of the project. We are, we're using completely free and open source tech.You can donate more NCNN compatible models or fix code by submitting PRs :).NCNN Vulkan requires a Vulkan compatible GPU. The CLI tool is called real-esrgan-ncnn-vulkan and it's available on the Real-ESRGAN repository.It uses Real-ESRGAN (and more in the future) model to achieve this. ![]() Upscayl uses AI models to enhance your images by guessing what the details could be.# PUBLISH THE APP, MAKE SURE TO ADD GH_TOKEN= IN SHELL Runs locally on your computer no data is sent to the cloud ( other than request to download the weights and checking for software. No dependencies or technical knowledge needed. Diffusion Bee is the easiest way to run Stable Diffusion locally on your M1 Mac. Super Low Resolution Images (75 pixels wide): UPSCALED TWICE Diffusion Bee - Stable Diffusion GUI App for M1 Mac. MacOS □ĭouble click dmg, drag Upscayl icon into Applications folder.ĭouble click exe file, wait for installation, profit.Ĭomparisons: Medium Resolution Images (300-400 pixels wide): You can also download the flatpak version and double click the flatpak file to install via Store but wait for the full release, we'll be pushing it to Flathub for easy access. Right Click AppImage -> Go to Permissions tab -> Check allow file to execute and then double click the file to run Upscayl. You'll need a Vulkan compatible GPU to upscale images. This means that we prioritize Linux builds over others but that doesn't mean we'll break things for other OSes :) NOTE: Upscayl does not work without a GPU, sorry. Upscayl is a cross-platform application built with the Linux-first philosophy. Upscayl □ Free and Open Source AI Image Upscaler 4
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