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Basics of image editing. Raster images are stored in a computer in the form of a grid of picture elements, or pixels. These pixels contain the image's color and brightness information. Image editors can change the pixels to enhance the image in many ways. The pixels can be changed as a group, or individually, by the sophisticated algorithms ...
waifu2x is an image scaling and noise reduction program for anime-style art and other types of photos. [ 1 ] waifu2x was inspired by Super-Resolution Convolutional Neural Network (SRCNN). [ 2 ][ 3 ] It uses Nvidia CUDA for computing, [ 4 ] although alternative implementations that allow for OpenCL [ 5 ] and Vulkan [ 6 ] have been created.
Image resolution is the level of detail of an image. The term applies to digital images, film images, and other types of images. "Higher resolution" means more image detail. Image resolution can be measured in various ways. Resolution quantifies how close lines can be to each other and still be visibly resolved.
For images with substantial editing, or for which further editing may be warranted, uploading a PNG as well as a JPEG is common (PNG is lossless compression, so repeatedly saving edits on a PNG will not result in loss of quality). Animated GIF images have a few additional restrictions. Images larger than 100 million pixels (measured as pixel ...
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Images can often be improved – or even transformed – by using graphics software such as Photoshop or the free GIMP and Paint.NET applications. Many other programs also have photo-enhancing tools, including facilities for semi-automatic image enhancement, so that you need only click a button, or choose a thumbnail, to have a positive effect on image quality.
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