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この記事で話題になってのはReal-ESRGANだったので、こっちも環境整備。
オリジナルの解像度をLanczosで半分2倍にする方法で実験した。
元の解像度感が高い場合はやはりwaifu2xが良い、低いならReal-ESRGANだね。
1: Original
2: Real-ESRGAN(anime video v3)
3: waifu2x(upconv7-art)
4: Real-CUGAN https://t.co/WZZkKHRRdM
sm5667446(それが私の一日)を AI 拡大
①オリジナル(512x384)
②Real-ESRGAN realesrgan-x4plus-anime
③Real-ESRGAN realesr-animevideov3
④waifu2x UpRGB ノイズ除去 Lv3
Samhain judges the spirits that come to his realm, deciding what next stage of the afterlife will be for each one.
The Lord of the Dead - King's Quest 6. Upscaled with ESRGAN w/Manga109 dataset model by MusicallyInspired https://t.co/x0tE2qqe6M #retrogames #retrogaming
最近の技術の進歩って凄いですね……256x256の一枚目を、それぞれ
・GIMPで拡大
・数年前にluaで作られた超解像のwaifu2xで拡大
・現在かなりの最先端であるreal-esrganで拡大
どんどん綺麗になってます……
Latent Diffusion - Infinity collapsing on itself , upscaled with RealESRGAN
El planeta del tresor:
Aquest va ser una mica complicat, d'entrada perquè no hi ha cap logo oficial en bona qualitat, per tant, vaig haver de crear-lo jo utilitzant el castellà com a base.
Després el vaig passar per ESRGAN i el vaig posar sobre un textless del pòster de cinemes:
Experimenting with upscaling #discodiffusion (by @zippy731 @Somnai_dreams @gandamu_ml) results
via extra diffusion pass, realesrgan, and simple resize.
I think we can get away with just an extra pass using the same tuned diffusion model, but without clip guidance.
他のモデルも色々試してみたけどRealESRGANのこのモデルが元の絵を比較的正確にアプコンしてくれて画質もまあまあだった。この絵の場合だと他のモデルは頬の汗をゴミと認識するのか消されちゃう
Icy Waters - Disco Diffusion #Discodiffusion #CLIP #AI #AIart #digitalart #generativeart #DeepLearning #MachineLearning #ArtistOnTwitter #ESRGAN #creativecoding #ArtistOnTwitter
Pearl Genesis - Disco Diffusion #Discodiffusion #CLIP #AI #AIart #digitalart #generativeart #DeepLearning #MachineLearning #ArtistOnTwitter #ESRGAN #creativecoding #art
Imagining a world where we got KOF sequels with hand-drawn sprites like on the right.
#machinelearning #esrgan #kofxiii #snk
Coastal Features - Disco Diffusion #Discodiffusion #CLIP #AI #AIart #digitalart #generativeart #DeepLearning #MachineLearning #ArtistOnTwitter #ESRGAN #GANart #creativecoding #art
Jungle Temple - Disco Diffusion #Discodiffusion #CLIP #AI #AIart #digitalart #generativeart #DeepLearning #MachineLearning #ArtistOnTwitter #ESRGAN #creativecoding #art
Grand Canyon - Disco Diffusion #Discodiffusion #CLIP #AI #AIart #digitalart #generativeart #DeepLearning #MachineLearning #ArtistOnTwitter #ESRGAN #GANart #creativecoding #art
Wales - Disco Diffusion #Discodiffusion #CLIP #AI #AIart #digitalart #generativeart #DeepLearning #MachineLearning #ArtistOnTwitter #ESRGAN #GANart #creativecoding #art
The Pokémon Company hasn't released high quality versions of the official artworks for the new Hisui Pokémon, so we have gone ahead and upscaled all recently revealed artworks using AI (Real-ESRGAN). The results are pretty good.
Check them out here:
https://t.co/HAtcfBhnN6
Dying light created using pyramid vision touched up with Real-ESRGAN #esrgan #AIart #aiartists #DyingLight @takyon236 @remi_durant @Somnai_dreams @images_ai @KaliYugaCrypto