#esrgan — Public Fediverse posts
Live and recent posts from across the Fediverse tagged #esrgan, aggregated by home.social.
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Как меняется ландшафт Земли сквозь призму генеративных моделей
Повоевав в рамках учебного курса с генеративными моделями машинного обучения, хочу поделиться вариантом решения одной интересной задачи. Различные геосервисы позволяют получить спутниковые снимки поверхности земли в одной и той же точке в разные месяцы и годы. По ним можно проследить характер изменений: пустыри зарастают, водоемы заболачиваются, люди покидают одни места и осваиваются в других. Но можно ли понять по снимку, как изменится местность в будущем? Есть ли в спутниковых изображениях контекст, который способна извлечь модель для предсказания этих изменений — об этом статье.
https://habr.com/ru/articles/849548/
#computer_vision #machine_learning #pytorch #swin #esrgan #diffusers
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CW: AI Art and other AI things
If you haven't heard about chaiNNer yet it an amazing node based application that allows you to feed images (or iterate over folders of images) and use premade models to upscale or do image processing automatically. It's so easy and the UI is amazing to use. It also can get dependencies like pytorch and other things with a click of a button.
This is the solution you've been looking for to do something like... Upscale to 16000x16000 with doing a 4X model twice, then pass to a de-toon model, then pass to a skin up-scaling model to add skin detail, then pass to a face upscaler to add facial detail, then save the file to a new folder with the original filename.
The main software:
https://github.com/chaiNNer-org/chaiNNerPremade models:
https://upscale.wiki/wiki/Model_DatabaseAttached is an example if the UI so you can see how easy it is.
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Just published a writeup + the model files for an AI-powered design tool I built mainly for myself, ‘LogoScale.’
Its purpose is upscale shitty, tiny, compressed raster logos up to 4x or 8x their size, to augment and increase the accuracy of bitmap tracing. This is how you go from ‘re-tracing client logos by hand’ to ‘I pulled a vector logo out of my ass’. Take a peek.
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I've decided to fire off a quick post about my #LucasArtsPosters project (at http://poster.mixnmojo.com), so that it's easier for people to find it on here as well. Share away!
I will post about individual pieces from the project every now and then, featuring most of them on here eventually.
#LucasArts #LucasfilmGames #retrogaming #artwork #restoration #videogameart #ESRGAN #MonkeyIsland #ManiacMansion #DayOfTheTentacle #IndianaJones #GrimFandago #ZakMcKracken #StarWars #AdventureGames