And waifu2x offer, you can go on to find the git source code, to facilitate the use here. Mainly through the convolution neural network, amplified to achieve super-resolution image of the role.

waifu2x-master
..............\.gitattributes
..............\.gitignore
..............\LICENSE
..............\NOTICE
..............\README.md
..............\appendix
..............\........\benchmark.md
..............\........\purge_cache.lua
..............\........\purge_cache.sh
..............\........\run-web.sh
..............\........\waifu2x.nginx.conf
..............\........\waifu2x.upstart.conf
..............\assets
..............\......\bg.png
..............\......\favicon.ico
..............\......\index.de.html
..............\......\index.es.html
..............\......\index.fr.html
..............\......\index.html
..............\......\index.ja.html
..............\......\index.ko.html
..............\......\index.pt.html
..............\......\index.ru.html
..............\......\index.tr.html
..............\......\index.zh-CN.html
..............\......\mobile.css
..............\......\style.css
..............\......\ui.js
..............\cache
..............\.....\.gitkeep
..............\convert_data.lua
..............\data
..............\....\.gitkeep
..............\images
..............\......\gen.sh
..............\......\lena.png
..............\......\lena_waifu2x.png
..............\......\lena_waifu2x_ukbench.png
..............\......\miku_CC_BY-NC.jpg
..............\......\miku_CC_BY-NC_noisy.jpg
..............\......\miku_CC_BY-NC_noisy_lanczos3.png
..............\......\miku_CC_BY-NC_noisy_waifu2x.png
..............\......\miku_bg.png
..............\......\miku_noisy.jpg
..............\......\miku_noisy.png
..............\......\miku_noisy_selective_blur.png
..............\......\miku_noisy_waifu2x.png
..............\......\miku_small.png
..............\......\miku_small_hq2x.png
..............\......\miku_small_lanczos3.png
..............\......\miku_small_noisy.jpg
..............\......\miku_small_noisy.png
..............\......\miku_small_noisy_lanczos3.png
..............\......\miku_small_noisy_waifu2x.png
..............\......\miku_small_waifu2x.png
..............\......\slide.odp
..............\......\slide.png
..............\......\slide_noise_reduction.png
..............\......\slide_result.png
..............\......\slide_tone.png
..............\......\slide_upscaling.png
..............\......\tone.png
..............\......\tone_waifu2x.png
..............\......\tone_waifu2x_downscale.png
..............\lib
..............\...\ClippedWeightedHuberCriterion.lua
..............\...\DepthExpand2x.lua
..............\...\LeakyReLU.lua
..............\...\LeakyReLU_deprecated.lua
..............\...\PSNRCriterion.lua
..............\...\WeightedMSECriterion.lua
..............\...\alpha_util.lua
..............\...\cleanup_model.lua
..............\...\compression.lua
..............\...\data_augmentation.lua
..............\...\image_loader.lua
..............\...\iproc.lua
..............\...\minibatch_adam.lua
..............\...\pairwise_transform.lua
..............\...\reconstruct.lua
..............\...\settings.lua
..............\...\srcnn.lua
..............\...\w2nn.lua
..............\models
..............\......\anime_style_art
..............\......\...............\noise1_model.json
..............\......\...............\noise1_model.t7
..............\......\...............\noise2_model.json
..............\......\...............\noise2_model.t7
..............\......\...............\noise3_model.json
..............\......\...............\noise3_model.t7
..............\......\...............\scale2.0x_model.json
..............\......\...............\scale2.0x_model.t7
..............\......\anime_style_art_rgb
..............\......\...................\noise1_model.json
..............\......\...................\noise1_model.t7
..............\......\...................\noise2_model.json
..............\......\...................\noise2_model.t7
..............\......\...................\noise3_model.json

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