{"id":23772,"date":"2026-09-29T15:08:56","date_gmt":"2026-09-29T06:08:56","guid":{"rendered":"https:\/\/cg-method.com\/work-tools\/?p=23772"},"modified":"2026-10-05T12:46:29","modified_gmt":"2026-10-05T03:46:29","slug":"image-upscaler-comparison","status":"publish","type":"post","link":"https:\/\/cg-method.com\/work-tools\/image-upscaler-comparison\/","title":{"rendered":"\u753b\u50cf\u62e1\u5927AI\u6bd4\u8f03\uff5cwaifu2x\u3068Real-ESRGAN"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u753b\u50cf\u62e1\u5927AI\u3092\u9078\u3076\u3068\u304d\u306f\u3001\u5143\u753b\u50cf\u3078\u306e\u8fd1\u3055\u3068\u3001\u898b\u305f\u76ee\u306e\u304f\u3063\u304d\u308a\u611f\u3092\u5206\u3051\u3066\u6bd4\u3079\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001waifu2x \u3068 Real-ESRGAN \u3092\u540c\u3058\u81ea\u4f5c\u753b\u50cf2\u679a\u3067\u6bd4\u8f03\u3057\u305f\u30012026\u5e749\u670829\u65e5\u306e\u7d50\u679c\u3092\u7d39\u4ecb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>\u5143\u306e\u753b\u50cf\u306b\u8fd1\u3044\u306e\u306f waifu2x\uff08cunet\uff09\u3002\u4eca\u56de\u306e2\u679a\u3068\u3082\u3001\u6570\u5024\u3067\u3044\u3061\u3070\u3093\u5143\u306b\u8fd1\u304b\u3063\u305f<\/li>\n\n\n<li>\u4eca\u56de\u306eReal-ESRGAN\u306e\u51fa\u529b\u3067\u306f\u3001\u7dda\u304c\u5f37\u8abf\u3055\u308c\u308b\u4e00\u65b9\u3001\u5143\u306b\u306a\u3044\u6a21\u69d8\u3084\u5c0f\u3055\u306a\u6587\u5b57\u306e\u5d29\u308c\u304c\u898b\u3089\u308c\u305f<\/li>\n\n\n<li>\u3053\u306e2\u679a\u3067\u306fwaifu2x cunet\u304c\u5143\u753b\u50cf\u3078\u306e\u8fd1\u3055\u3067\u512a\u4f4d\u3060\u304c\u3001\u5b9f\u5199\u5199\u771f\u5168\u822c\u3067\u306e\u512a\u52a3\u306f\u672a\u691c\u8a3c<\/li>\n\n\n<li>Upscayl\u306f\u753b\u9762\u3067\u64cd\u4f5c\u3067\u304d\u308b\u5019\u88dc\u3068\u3057\u3066\u516c\u5f0f\u4ed5\u69d8\u3092\u7d39\u4ecb\uff08\u3053\u306e\u6bd4\u8f03\u306e\u5b9f\u6e2c\u5bfe\u8c61\u5916\uff09<\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u8a18\u4e8b\u306e\u753b\u50cf\u3068\u6570\u5024\u306f\u30012026\u5e749\u670829\u65e5\u306b Windows 11\uff08AMD Radeon \u306e\u30b0\u30e9\u30d5\u30a3\u30c3\u30af\u30b9\u5185\u8535\uff09\u3067\u3001waifu2x-ncnn-vulkan\uff0820250915\u7248\uff09\u3068 realesrgan-ncnn-vulkan\uff0820220424\u7248\uff09\u3092\u52d5\u304b\u3057\u305f\u7d50\u679c\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306e\u66f4\u65b0\u306f\u516c\u5f0f\u8cc7\u6599\u3068\u63b2\u8f09\u5185\u5bb9\u306e\u7167\u5408\u3067\u3001GPU\u51e6\u7406\u306e\u518d\u5b9f\u884c\u30fb\u6570\u5024\u306e\u518d\u96c6\u8a08\u30fbUpscayl\u306e\u753b\u9762\u64cd\u4f5c\u306f\u884c\u3063\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u6bd4\u3079\u65b9<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u81ea\u5206\u3067\u4f5c\u3063\u305f2\u679a\u306e\u753b\u50cf\uff081200\u00d7900\uff09\u3092\u4f7f\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u5199\u771f\u98a8\u300d\u306fBlender\u3067\u4f5c\u3063\u305fCG\u3067\u3042\u308a\u3001\u30ab\u30e1\u30e9\u3067\u64ae\u5f71\u3057\u305f\u5b9f\u5199\u5199\u771f\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53e4\u3044\u5199\u771f\u306e\u50b7\u3001\u624b\u3076\u308c\u3001\u30d4\u30f3\u307c\u3051\u3001JPEG\u5727\u7e2e\u306a\u3069\u3092\u7db2\u7f85\u3057\u305f\u8a66\u9a13\u3067\u306f\u306a\u3044\u305f\u3081\u3001\u7d50\u679c\u3092\u3042\u3089\u3086\u308b\u5199\u771f\u306e\u5fa9\u5143\u6027\u80fd\u3078\u4e00\u822c\u5316\u3067\u304d\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-regular\" style=\"overflow-x:auto;\" role=\"region\" tabindex=\"0\" aria-label=\"\u6bd4\u8f03\u88681\uff1a\u6a2a\u306b\u30b9\u30af\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059\"><table class=\"has-fixed-layout\" style=\"min-width:580px;\"><thead><tr><th style=\"min-width:8em !important\">\u753b\u50cf<\/th><th>\u4e2d\u8eab<\/th><\/tr><\/thead><tbody><tr><td>\u5199\u771f\u98a8<\/td><td>Blender \u3067\u63cf\u3044\u305f\u30ec\u30f3\u30ac\u306e\u7bb1\u30fb\u733f\u306e\u982d\u30fb\u7403\u30fb\u5e8a\u306e\u6728\u76ee\u3068\u3001\u82f1\u5b57\u306e\u6587\u5b57<\/td><\/tr><tr><td>\u30a4\u30e9\u30b9\u30c8\u98a8<\/td><td>\u592a\u3044\u7dda\u3068\u5857\u308a\u306e\u9854\u306e\u7d75\u3068\u3001\u5927\u5c0f\u306e\u65e5\u672c\u8a9e\u306e\u6587\u5b57<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<ol class=\"wp-block-list\">\n\n<li>\u5143\u753b\u50cf\u306e\u7e26\u3068\u6a2a\u3092\u305d\u308c\u305e\u308c4\u5206\u306e1\uff08300\u00d7225\uff09\u306b\u7e2e\u3081\u308b<\/li>\n\n\n<li>\u5404\u30bd\u30d5\u30c8\u3067\u7e26\u3068\u6a2a\u3092\u305d\u308c\u305e\u308c4\u500d\uff081200\u00d7900\uff09\u306b\u623b\u3059<\/li>\n\n\n<li>\u5143\u306e\u753b\u50cf\u3068\u3069\u308c\u3060\u3051\u8fd1\u3044\u304b\u3092\u3001PSNR \u3068 SSIM \u3068\u3044\u30462\u3064\u306e\u6570\u5024\u3067\u6e2c\u308b<\/li>\n\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">PSNR\uff08dB\uff09\u3068 SSIM\uff081\u304c\u540c\u3058\uff09\u306f\u3001\u3069\u3061\u3089\u3082\u5927\u304d\u3044\u307b\u3069\u5143\u306e\u753b\u50cf\u306b\u8fd1\u3044\u3068\u3044\u3046\u610f\u5473\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u305f\u3060\u3057\u3001\u898b\u305f\u76ee\u306e\u304f\u3063\u304d\u308a\u611f\u3068\u306f\u5fc5\u305a\u3057\u3082\u4e00\u81f4\u3057\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8868\u306e\u51e6\u7406\u6642\u9593\u3082\u63b2\u8f09\u6642\u306e\u74b0\u5883\u30fb\u753b\u50cf\u30b5\u30a4\u30ba\u3067\u306e\u5024\u3067\u3042\u308a\u3001\u5225\u306eGPU\u3084\u5927\u304d\u306a\u753b\u50cf\u3001\u4e00\u62ec\u51e6\u7406\u306e\u6240\u8981\u6642\u9593\u3092\u4fdd\u8a3c\u3057\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">GPU\u306e\u8a73\u7d30\u578b\u756a\u3001\u30c9\u30e9\u30a4\u30d0\u30fc\u3001\u53cd\u5fa9\u56de\u6570\u3001\u6307\u6a19\u8a08\u7b97\u306e\u7d30\u90e8\u306f\u672c\u8a18\u4e8b\u306b\u8a18\u8f09\u304c\u306a\u3044\u305f\u3081\u3001\u53b3\u5bc6\u306a\u518d\u73fe\u6761\u4ef6\u304c\u63c3\u3063\u305f\u30d9\u30f3\u30c1\u30de\u30fc\u30af\u3068\u3057\u3066\u306f\u6271\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6a2a\u9577\u306e\u8868\u306f\u5de6\u53f3\u306b\u30b9\u30af\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u679c\uff08\u6570\u5024\uff09<\/h2>\n\n\n\n<figure class=\"wp-block-table is-style-regular\" style=\"overflow-x:auto;\" role=\"region\" tabindex=\"0\" aria-label=\"\u6bd4\u8f03\u88682\uff1a\u6a2a\u306b\u30b9\u30af\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059\"><table class=\"has-fixed-layout\" style=\"min-width:960px;\"><thead><tr><th style=\"min-width:8em !important\">\u62e1\u5927\u306e\u3057\u304b\u305f<\/th><th>\u5199\u771f\u98a8 PSNR<\/th><th>\u5199\u771f\u98a8 SSIM<\/th><th>\u30a4\u30e9\u30b9\u30c8\u98a8 PSNR<\/th><th>\u30a4\u30e9\u30b9\u30c8\u98a8 SSIM<\/th><th>\u6642\u9593\uff08\u5199\u771f\u98a8\uff09<\/th><\/tr><\/thead><tbody><tr><td>\u30d0\u30a4\u30ad\u30e5\u30fc\u30d3\u30c3\u30af\uff08\u3075\u3064\u3046\u306e\u62e1\u5927\uff09<\/td><td>33.64<\/td><td>0.9548<\/td><td>25.79<\/td><td>0.9503<\/td><td>\u2014<\/td><\/tr><tr><td>Lanczos\uff08\u3075\u3064\u3046\u306e\u62e1\u5927\uff09<\/td><td>33.84<\/td><td>0.9557<\/td><td>26.00<\/td><td>0.9492<\/td><td>\u2014<\/td><\/tr><tr><td>waifu2x cunet<\/td><td>35.31<\/td><td>0.9726<\/td><td>30.77<\/td><td>0.9871<\/td><td>4.9\u79d2<\/td><\/tr><tr><td>waifu2x upconv_7_photo<\/td><td>34.02<\/td><td>0.9685<\/td><td>29.96<\/td><td>0.9830<\/td><td>1.5\u79d2<\/td><\/tr><tr><td>waifu2x upconv_7_anime_style_art_rgb<\/td><td>33.35<\/td><td>0.9651<\/td><td>29.26<\/td><td>0.9843<\/td><td>1.1\u79d2<\/td><\/tr><tr><td>Real-ESRGAN x4plus<\/td><td>31.42<\/td><td>0.9466<\/td><td>26.89<\/td><td>0.9688<\/td><td>11.0\u79d2<\/td><\/tr><tr><td>Real-ESRGAN x4plus-anime<\/td><td>31.03<\/td><td>0.9407<\/td><td>25.84<\/td><td>0.9705<\/td><td>3.3\u79d2<\/td><\/tr><tr><td>Real-ESRGAN animevideov3<\/td><td>32.18<\/td><td>0.9479<\/td><td>27.20<\/td><td>0.9660<\/td><td>1.1\u79d2<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">300\u00d7225 \u30924\u500d\u306b\u3057\u305f\u7d50\u679c\uff082026\u5e749\u670829\u65e5\uff09\u3002waifu2x \u306f\u30ce\u30a4\u30ba\u9664\u53bb\u30ec\u30d9\u30eb1<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5199\u771f\u98a8\u30fb\u30a4\u30e9\u30b9\u30c8\u98a8\u306e\u3069\u3061\u3089\u3067\u3082\u3001waifu2x \u306e cunet \u304c\u3044\u3061\u3070\u3093\u5143\u306e\u753b\u50cf\u306b\u8fd1\u304f\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Real-ESRGAN \u306f\u3001\u5199\u771f\u98a8\u3067\u306f\u3075\u3064\u3046\u306e\u62e1\u5927\u3088\u308a PSNR \u304c\u4e0b\u304c\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u7d50\u679c\uff08\u898b\u305f\u76ee\uff09<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u30a4\u30e9\u30b9\u30c8<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full is-style-border\"><img loading=\"lazy\" decoding=\"async\" width=\"1232\" height=\"492\" src=\"https:\/\/cg-method.com\/work-tools\/wp-content\/uploads\/2026\/09\/upscale-compare-illust.jpg\" alt=\"\u30a4\u30e9\u30b9\u30c8\u98a8\u306e\u753b\u50cf\u306e\u76ee\u306e\u90e8\u5206\u3092\u3001\u7e2e\u5c0f\u3057\u305f\u753b\u50cf\u30fb\u30d0\u30a4\u30ad\u30e5\u30fc\u30d3\u30c3\u30af\u30fbwaifu2x\u30fb\u5143\u306e\u753b\u50cf\u30fbReal-ESRGAN x4plus\u30fbReal-ESRGAN anime\u3067\u4e26\u3079\u305f\u6bd4\u8f03\u3002AI\u306e3\u3064\u306f\u7dda\u304c\u304f\u3063\u304d\u308a\u3057\u3066\u3044\u308b\" class=\"wp-image-23775\" srcset=\"https:\/\/cg-method.com\/work-tools\/wp-content\/uploads\/2026\/09\/upscale-compare-illust.jpg 1232w, https:\/\/cg-method.com\/work-tools\/wp-content\/uploads\/2026\/09\/upscale-compare-illust-300x120.jpg 300w, https:\/\/cg-method.com\/work-tools\/wp-content\/uploads\/2026\/09\/upscale-compare-illust-1024x409.jpg 1024w, https:\/\/cg-method.com\/work-tools\/wp-content\/uploads\/2026\/09\/upscale-compare-illust-768x307.jpg 768w\" sizes=\"auto, (max-width: 1232px) 100vw, 1232px\" \/><figcaption class=\"wp-element-caption\">2026\u5e749\u670829\u65e5\u306e\u6bd4\u8f03\u753b\u50cf\uff0f\u4eca\u56de\u306e\u66f4\u65b0\u3067\u306f\u518d\u51e6\u7406\u3057\u3066\u3044\u307e\u305b\u3093<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7dda\u3068\u5857\u308a\u3060\u3051\u306e\u7d75\u3067\u306f\u3001waifu2x \u3082 Real-ESRGAN \u3082\u3001\u3075\u3064\u3046\u306e\u62e1\u5927\u3088\u308a\u305a\u3063\u3068\u304f\u3063\u304d\u308a\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Real-ESRGAN \u306f\u7dda\u304c\u592a\u304f\u6fc3\u304f\u306a\u308a\u3001\u5143\u306e\u7d75\u3088\u308a\u306f\u3063\u304d\u308a\u3057\u3066\u898b\u3048\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5c0f\u3055\u306a\u6587\u5b57<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full is-style-border\"><img loading=\"lazy\" decoding=\"async\" width=\"1472\" height=\"452\" src=\"https:\/\/cg-method.com\/work-tools\/wp-content\/uploads\/2026\/09\/upscale-compare-text.jpg\" alt=\"\u65e5\u672c\u8a9e\u306e\u6587\u5b57\u306e\u90e8\u5206\u306e\u6bd4\u8f03\u3002waifu2x\u306f\u5c0f\u3055\u306a\u6587\u5b57\u3082\u304a\u304a\u3080\u306d\u8aad\u3081\u308b\u304c\u3001Real-ESRGAN x4plus\u3068anime\u306f\u5c0f\u3055\u306a\u6587\u5b57\u306e\u5f62\u304c\u5d29\u308c\u3066\u3044\u308b\" class=\"wp-image-23776\" srcset=\"https:\/\/cg-method.com\/work-tools\/wp-content\/uploads\/2026\/09\/upscale-compare-text.jpg 1472w, https:\/\/cg-method.com\/work-tools\/wp-content\/uploads\/2026\/09\/upscale-compare-text-300x92.jpg 300w, https:\/\/cg-method.com\/work-tools\/wp-content\/uploads\/2026\/09\/upscale-compare-text-1024x314.jpg 1024w, https:\/\/cg-method.com\/work-tools\/wp-content\/uploads\/2026\/09\/upscale-compare-text-768x236.jpg 768w\" sizes=\"auto, (max-width: 1472px) 100vw, 1472px\" \/><figcaption class=\"wp-element-caption\">2026\u5e749\u670829\u65e5\u306e\u6bd4\u8f03\u753b\u50cf\uff0f\u4eca\u56de\u306e\u66f4\u65b0\u3067\u306f\u518d\u51e6\u7406\u3057\u3066\u3044\u307e\u305b\u3093<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0f\u3055\u306a\u65e5\u672c\u8a9e\u306e\u6587\u5b57\u306f\u3001Real-ESRGAN \u3067\u306f\u5f62\u304c\u5d29\u308c\u3001\u5225\u306e\u6a21\u69d8\u306e\u3088\u3046\u306b\u306a\u308a\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">waifu2x \u306f\u3001\u7d30\u3044\u7dda\u304c\u306b\u3058\u3080\u3068\u3053\u308d\u306f\u3042\u308b\u3082\u306e\u306e\u3001\u304a\u304a\u3080\u306d\u8aad\u3081\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u7d30\u304b\u3044\u6a21\u69d8\uff08\u5199\u771f\u98a8\uff09<\/h3>\n\n\n\n<figure class=\"wp-block-image size-full is-style-border\"><img loading=\"lazy\" decoding=\"async\" width=\"1172\" height=\"492\" src=\"https:\/\/cg-method.com\/work-tools\/wp-content\/uploads\/2026\/09\/upscale-compare-photo.jpg\" alt=\"\u30ec\u30f3\u30ac\u306e\u6a21\u69d8\u306e\u7bb1\u306e\u90e8\u5206\u306e\u6bd4\u8f03\u3002waifu2x\u306f\u7d30\u304b\u3044\u30ec\u30f3\u30ac\u304c\u307c\u3084\u3051\u3066\u6b8b\u308a\u3001Real-ESRGAN\u306f\u5143\u306b\u7121\u3044\u7b4b\u3084\u3057\u308f\u306e\u3088\u3046\u306a\u6a21\u69d8\u3092\u63cf\u304d\u8db3\u3057\u3066\u3044\u308b\" class=\"wp-image-23777\" srcset=\"https:\/\/cg-method.com\/work-tools\/wp-content\/uploads\/2026\/09\/upscale-compare-photo.jpg 1172w, https:\/\/cg-method.com\/work-tools\/wp-content\/uploads\/2026\/09\/upscale-compare-photo-300x126.jpg 300w, https:\/\/cg-method.com\/work-tools\/wp-content\/uploads\/2026\/09\/upscale-compare-photo-1024x430.jpg 1024w, https:\/\/cg-method.com\/work-tools\/wp-content\/uploads\/2026\/09\/upscale-compare-photo-768x322.jpg 768w\" sizes=\"auto, (max-width: 1172px) 100vw, 1172px\" \/><figcaption class=\"wp-element-caption\">2026\u5e749\u670829\u65e5\u306e\u6bd4\u8f03\u753b\u50cf\uff0f\u4eca\u56de\u306e\u66f4\u65b0\u3067\u306f\u518d\u51e6\u7406\u3057\u3066\u3044\u307e\u305b\u3093<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7e2e\u3081\u305f\u753b\u50cf\u3067\u306f1\u30641\u3064\u306e\u30ec\u30f3\u30ac\u304c\u898b\u3048\u306a\u304f\u306a\u3063\u3066\u3044\u305f\u305f\u3081\u3001\u3069\u306e\u30bd\u30d5\u30c8\u3082\u5143\u306e\u30ec\u30f3\u30ac\u306e\u5f62\u306f\u623b\u305b\u307e\u305b\u3093\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">waifu2x \u306f\u307c\u3084\u3051\u305f\u307e\u307e\u6b8b\u3057\u3001Real-ESRGAN \u306f\u5143\u306b\u7121\u3044\u7b4b\u3084\u3057\u308f\u306e\u3088\u3046\u306a\u6a21\u69d8\u3092\u63cf\u304d\u8db3\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Real-ESRGAN \u306f\u3001\u5931\u308f\u308c\u305f\u7d30\u90e8\u3092\u300c\u305d\u308c\u3089\u3057\u304f\u300d\u63cf\u304d\u8db3\u3059\u306e\u3067\u3001\u304f\u3063\u304d\u308a\u898b\u3048\u308b\u4ee3\u308f\u308a\u306b\u3001\u5143\u3068\u9055\u3046\u7d75\u306b\u306a\u308b\u3053\u3068\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u3069\u308c\u3092\u4f7f\u3046\u304b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0b\u306f\u4eca\u56de\u306e2\u679a\u306e\u7d50\u679c\u3068\u516c\u5f0f\u4ed5\u69d8\u304b\u3089\u8003\u3048\u305f\u8a66\u7528\u5019\u88dc\u3067\u3001\u3059\u3079\u3066\u306e\u753b\u50cf\u306b\u5bfe\u3059\u308b\u9806\u4f4d\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<figure class=\"wp-block-table is-style-regular\" style=\"overflow-x:auto;\" role=\"region\" tabindex=\"0\" aria-label=\"\u6bd4\u8f03\u88683\uff1a\u6a2a\u306b\u30b9\u30af\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059\"><table class=\"has-fixed-layout\" style=\"min-width:580px;\"><thead><tr><th style=\"min-width:8em !important\">\u3084\u308a\u305f\u3044\u3053\u3068<\/th><th>\u8a66\u3059\u5019\u88dc\u3068\u78ba\u8a8d\u3059\u308b\u70b9<\/th><\/tr><\/thead><tbody><tr><td>\u6587\u5b57\u306e\u5165\u3063\u305f\u753b\u50cf\u30fb\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8<\/td><td>waifu2x\uff08cunet\uff09\u3092\u5019\u88dc\u306b\u3057\u3001\u6587\u5b57\u306e\u5f62\u3092\u539f\u672c\u3068\u7167\u5408\u3059\u308b<\/td><\/tr><tr><td>\u30a4\u30e9\u30b9\u30c8\u30fb\u30a2\u30cb\u30e1\u8abf\u306e\u7d75<\/td><td>waifu2x\uff08cunet\uff09\u3068Real-ESRGAN x4plus-anime\u3067\u7dda\u306e\u592a\u3055\u3084\u5857\u308a\u3092\u6bd4\u8f03\u3059\u308b<\/td><\/tr><tr><td>\u4f4e\u89e3\u50cf\u5ea6\u306e\u5199\u771f\u306e\u8cea\u611f\u3092\u6574\u3048\u305f\u3044<\/td><td>Real-ESRGAN x4plus\u3092\u5019\u88dc\u306b\u3057\u3001\u5143\u306b\u306a\u3044\u6a21\u69d8\u3084\u9854\u306e\u5909\u5316\u3092\u78ba\u8a8d\u3059\u308b\uff08\u5b9f\u5199\u3067\u306e\u512a\u4f4d\u306f\u672a\u691c\u8a3c\uff09<\/td><\/tr><tr><td>\u305f\u304f\u3055\u3093\u3092\u901f\u304f\u51e6\u7406\u3057\u305f\u3044<\/td><td>\u4eca\u56de\u77ed\u6642\u9593\u3060\u3063\u305fwaifu2x upconv_7\u7cfb\u3068Real-ESRGAN animevideov3\u3092\u5019\u88dc\u306b\u3057\u3001\u5b9f\u969b\u306e\u753b\u50cf\u30b5\u30a4\u30ba\u3068PC\u3067\u6bd4\u8f03\u3059\u308b<\/td><\/tr><tr><td>\u753b\u9762\u3067\u64cd\u4f5c\u3057\u305f\u3044<\/td><td>Upscayl\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u7248\uff08Vulkan\u5bfe\u5fdcGPU\u304c\u5fc5\u8981\u3001\u4eca\u56de\u306f\u672a\u5b9f\u6e2c\uff09<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4f7f\u3044\u65b9\uff08\u30b3\u30de\u30f3\u30c9\uff09<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ee5\u4e0b\u306f\u65e7\u8a18\u4e8b\u306b\u63b2\u8f09\u3057\u305fWindows\u5411\u3051ncnn-vulkan\u7248\u306e\u30b3\u30de\u30f3\u30c9\u4f8b\u3092\u305d\u306e\u307e\u307e\u6b8b\u3057\u305f\u3082\u306e\u3067\u3001\u4eca\u56de\u306e\u66f4\u65b0\u3067\u306f\u5b9f\u884c\u3057\u3066\u3044\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u914d\u5e03\u5143\u3068\u30aa\u30d7\u30b7\u30e7\u30f3\u306f\u3001<a href=\"https:\/\/github.com\/nihui\/waifu2x-ncnn-vulkan\">waifu2x-ncnn-vulkan\u516c\u5f0fREADME<\/a>\u3068<a href=\"https:\/\/github.com\/xinntao\/Real-ESRGAN-ncnn-vulkan\">Real-ESRGAN-ncnn-vulkan\u516c\u5f0fREADME<\/a>\u3067\u78ba\u8a8d\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">PowerShell\u3067\u30ab\u30ec\u30f3\u30c8\u30d5\u30a9\u30eb\u30c0\u30fc\u306e\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u3092\u8d77\u52d5\u3059\u308b\u5834\u5408\u306f\u3001\u5b9f\u884c\u30d5\u30a1\u30a4\u30eb\u540d\u306e\u524d\u306b<code>.\\<\/code>\u3092\u4ed8\u3051\u308b\u306a\u3069\u3001\u30d1\u30b9\u3092\u6307\u5b9a\u3059\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u306e\u70b9\u306f<a href=\"https:\/\/learn.microsoft.com\/en-us\/powershell\/module\/microsoft.powershell.core\/about\/about_command_precedence?view=powershell-7.5\">Microsoft\u306e\u30b3\u30de\u30f3\u30c9\u691c\u7d22\u898f\u5247<\/a>\u306b\u57fa\u3065\u304f\u88dc\u8db3\u3067\u3001\u4ee5\u4e0b\u306e\u65e7\u30b3\u30de\u30f3\u30c9\u81ea\u4f53\u3092\u65b0\u74b0\u5883\u3067\u691c\u8a3c\u3057\u76f4\u3057\u305f\u3082\u306e\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5165\u529b\u753b\u50cf\u3092\u4e0a\u66f8\u304d\u3057\u306a\u3044\u5225\u540d\u3078\u51fa\u529b\u3057\u3001\u30e2\u30c7\u30eb\u306e\u30d5\u30a9\u30eb\u30c0\u30fc\u3084\u5165\u529b\u30d5\u30a1\u30a4\u30eb\u306e\u4f4d\u7f6e\u3092\u78ba\u8a8d\u3057\u3066\u304b\u3089\u8a66\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">waifu2x<\/h3>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-powershell\"><code>waifu2x-ncnn-vulkan.exe -i input.png -o output.png -n 1 -s 4 -m models-cunet<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-table is-style-regular\" style=\"overflow-x:auto;\" role=\"region\" tabindex=\"0\" aria-label=\"\u6bd4\u8f03\u88684\uff1a\u6a2a\u306b\u30b9\u30af\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059\"><table class=\"has-fixed-layout\" style=\"min-width:580px;\"><thead><tr><th style=\"min-width:8em !important\">\u6307\u5b9a<\/th><th>\u610f\u5473<\/th><\/tr><\/thead><tbody><tr><td>-n<\/td><td>\u30ce\u30a4\u30ba\u9664\u53bb\u306e\u5f37\u3055\uff08-1\u301c3\u3001\u521d\u671f\u50240\uff09<\/td><\/tr><tr><td>-s<\/td><td>\u500d\u7387\uff081\u30fb2\u30fb4\u30fb8\u30fb16\u30fb32\u3001\u521d\u671f\u50242\uff09<\/td><\/tr><tr><td>-m<\/td><td>\u30e2\u30c7\u30eb\u306e\u30d5\u30a9\u30eb\u30c0\u30fc\uff08\u521d\u671f\u5024 models-cunet\uff09<\/td><\/tr><tr><td>-g<\/td><td>\u4f7f\u3046 GPU\uff08-1 \u3067 CPU\uff09<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">waifu2x-ncnn-vulkan \u306e README \u3088\u308a<\/figcaption><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">Real-ESRGAN<\/h3>\n\n\n\n<div class=\"hcb_wrap\"><pre class=\"prism line-numbers lang-powershell\"><code>realesrgan-ncnn-vulkan.exe -i input.png -o output.png -n realesrgan-x4plus -s 4<\/code><\/pre><\/div>\n\n\n\n<figure class=\"wp-block-table is-style-regular\" style=\"overflow-x:auto;\" role=\"region\" tabindex=\"0\" aria-label=\"\u6bd4\u8f03\u88685\uff1a\u6a2a\u306b\u30b9\u30af\u30ed\u30fc\u30eb\u3067\u304d\u307e\u3059\"><table class=\"has-fixed-layout\" style=\"min-width:580px;\"><thead><tr><th style=\"min-width:8em !important\">\u6307\u5b9a<\/th><th>\u610f\u5473<\/th><\/tr><\/thead><tbody><tr><td>-n<\/td><td>\u30e2\u30c7\u30eb\uff08realesr-animevideov3\u30fbrealesrgan-x4plus\u30fbrealesrgan-x4plus-anime\u30fbrealesrnet-x4plus\uff09<\/td><\/tr><tr><td>-s<\/td><td>\u500d\u7387\uff082\u30fb3\u30fb4\u3001\u521d\u671f\u50244\uff09<\/td><\/tr><tr><td>-f<\/td><td>\u51fa\u529b\u306e\u5f62\u5f0f\uff08jpg\u30fbpng\u30fbwebp\uff09<\/td><\/tr><\/tbody><\/table><figcaption class=\"wp-element-caption\">realesrgan-ncnn-vulkan -h \u306e\u51fa\u529b\u3088\u308a<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u3053\u3053\u3067\u6bd4\u8f03\u3057\u305fncnn-vulkan\u7248\u306fVulkan\u3092\u4f7f\u3046\u5b9f\u88c5\u3067\u3001waifu2x\u7248\u306eREADME\u306b\u306fCPU\u3092\u6307\u5b9a\u3059\u308b\u9078\u629e\u80a2\u3082\u8a18\u8f09\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e7\u8a18\u4e8b\u3067\u306e\u5185\u8535GPU\u306b\u3088\u308b\u30b3\u30de\u30f3\u30c9\u7248\u306e\u52d5\u4f5c\u8a18\u9332\u306f\u3001Upscayl\u3084\u5225\u306ePC\u3067\u306e\u52d5\u4f5c\u4fdd\u8a3c\u3067\u306f\u3042\u308a\u307e\u305b\u3093\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Upscayl\u3068\u306e\u95a2\u4fc2<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Upscayl\u306e\u30c7\u30b9\u30af\u30c8\u30c3\u30d7\u7248\u306f\u3001Real-ESRGAN\u3068Vulkan\u3092\u5229\u7528\u3059\u308b\u753b\u9762\u64cd\u4f5c\u578b\u306e\u30a2\u30d7\u30ea\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u516c\u5f0fREADME\u3067\u306fVulkan\u5bfe\u5fdcGPU\u304c\u5fc5\u8981\u3067\u3001\u591a\u304f\u306e\u5185\u8535GPU\u3084CPU\u3067\u306f\u52d5\u304b\u306a\u3044\u3068\u6848\u5185\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u540c\u3058Real-ESRGAN\u7cfb\u3067\u3082\u30e2\u30c7\u30eb\u3084\u8a2d\u5b9a\u304c\u7570\u306a\u308c\u3070\u51fa\u529b\u306f\u5909\u308f\u308b\u305f\u3081\u3001\u4e0a\u306e\u30b3\u30de\u30f3\u30c9\u7248\u306e\u6570\u5024\u3084\u51e6\u7406\u6642\u9593\u3092Upscayl\u306e\u5b9f\u6e2c\u5024\u3068\u3057\u3066\u4f7f\u308f\u306a\u3044\u3067\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u307e\u305f\u516c\u5f0fFAQ\u306f\u3001Upscayl\u3092\u30d4\u30f3\u307c\u3051\u3084\u5b8c\u5168\u306b\u307c\u3051\u305f\u753b\u50cf\u306e\u88dc\u6b63\u306b\u306f\u9069\u3055\u306a\u3044\u3068\u8aac\u660e\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u51fa\u5178\uff1a<a href=\"https:\/\/github.com\/upscayl\/upscayl\">Upscayl\u516c\u5f0fREADME\u306eInstallation\u3068FAQ<\/a>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e9\u30a4\u30bb\u30f3\u30b9\u306f\u3001Real-ESRGAN \u304c BSD-3-Clause\u3001waifu2x-ncnn-vulkan \u304c MIT\u3001Upscayl \u304c AGPL-3.0 \u3067\u3059\uff08GitHub \u306e\u8868\u793a\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53c2\u7167\u5148\uff1a<a href=\"https:\/\/github.com\/xinntao\/Real-ESRGAN\">Real-ESRGAN<\/a>\u3001<a href=\"https:\/\/github.com\/nihui\/waifu2x-ncnn-vulkan\">waifu2x-ncnn-vulkan<\/a>\u3001<a href=\"https:\/\/github.com\/upscayl\/upscayl\">Upscayl<\/a>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u307e\u3068\u3081<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n\n<li>\u5143\u306e\u753b\u50cf\u306b\u8fd1\u3044\u306e\u306f waifu2x \u306e cunet\uff08\u4eca\u56de\u306e2\u679a\u3068\u3082\uff09<\/li>\n\n\n<li>\u4eca\u56de\u306eReal-ESRGAN\u306e\u51fa\u529b\u3067\u306f\u3001\u6a21\u69d8\u306e\u63cf\u304d\u8db3\u3057\u3068\u5c0f\u3055\u306a\u6587\u5b57\u306e\u5d29\u308c\u304c\u898b\u3089\u308c\u305f<\/li>\n\n\n<li>\u6587\u5b57\u306f\u539f\u672c\u3068\u7167\u5408\u3057\u3001\u5b9f\u5199\u5199\u771f\u3084\u5225\u30b5\u30a4\u30ba\u306e\u753b\u50cf\u306f\u81ea\u5206\u306e\u7528\u9014\u3067\u6bd4\u8f03\u3059\u308b<\/li>\n\n\n<li>Upscayl\u306fGUI\u306e\u5019\u88dc\u3060\u304c\u3001\u3053\u306e\u8868\u306e\u753b\u8cea\u30fb\u6642\u9593\u306e\u6e2c\u5b9a\u5bfe\u8c61\u306b\u306f\u542b\u3081\u3066\u3044\u306a\u3044<\/li>\n\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6e2c\u5b9a\u7d50\u679c\u306f2026\u5e749\u670829\u65e5\u306e\u65e7\u8a18\u4e8b\u63b2\u8f09\u5024\u3092\u4fdd\u6301\u3057\u3001\u516c\u5f0f\u4ed5\u69d8\u3068\u9078\u5b9a\u4e0a\u306e\u6ce8\u610f\u306f2026\u5e7410\u67085\u65e5\u306b\u78ba\u8a8d\u3057\u307e\u3057\u305f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u753b\u50cf\u62e1\u5927AI\u3092\u9078\u3076\u3068\u304d\u306f\u3001\u5143\u753b\u50cf\u3078\u306e\u8fd1\u3055\u3068\u3001\u898b\u305f\u76ee\u306e\u304f\u3063\u304d\u308a\u611f\u3092\u5206\u3051\u3066\u6bd4\u3079\u308b\u5fc5\u8981\u304c\u3042\u308a\u307e\u3059\u3002 \u3053\u306e\u8a18\u4e8b\u3067\u306f\u3001waifu2x \u3068 Real-ESRGAN \u3092\u540c\u3058\u81ea\u4f5c\u753b\u50cf2\u679a\u3067\u6bd4\u8f03\u3057\u305f\u30012026\u5e749\u670829\u65e5\u306e\u7d50\u679c\u3092\u7d39\u4ecb\u3057\u307e\u3059 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":23773,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"swell_btn_cv_data":"","ssp_meta_description":"waifu2x\u3068Real-ESRGAN\u3092\u81ea\u4f5c\u306e\u5199\u771f\u98a8CG\u30fb\u30a4\u30e9\u30b9\u30c82\u679a\u3067\u6bd4\u3079\u305f\u65e2\u5b58\u6e2c\u5b9a\u3092\u7d39\u4ecb\u3002\u753b\u8cea\u3068\u901f\u5ea6\u306e\u6bd4\u8f03\u6761\u4ef6\u3001\u6587\u5b57\u3084\u6a21\u69d8\u306e\u6ce8\u610f\u70b9\u3001\u672a\u5b9f\u6e2c\u306eUpscayl\u3068\u306e\u9055\u3044\u3092\u6574\u7406\u3057\u307e\u3059\u3002","ssp_meta_title":"\u753b\u50cf\u62e1\u5927AI\u6bd4\u8f03\uff5cwaifu2x\u3068Real-ESRGAN","ssp_meta_robots":"","ssp_meta_canonical":"","ssp_meta_image":"","ssp_meta_keyword":"","book_review_data":"","footnotes":""},"categories":[22],"tags":[],"class_list":["post-23772","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-windows"],"_links":{"self":[{"href":"https:\/\/cg-method.com\/work-tools\/wp-json\/wp\/v2\/posts\/23772","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cg-method.com\/work-tools\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/cg-method.com\/work-tools\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/cg-method.com\/work-tools\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/cg-method.com\/work-tools\/wp-json\/wp\/v2\/comments?post=23772"}],"version-history":[{"count":3,"href":"https:\/\/cg-method.com\/work-tools\/wp-json\/wp\/v2\/posts\/23772\/revisions"}],"predecessor-version":[{"id":23943,"href":"https:\/\/cg-method.com\/work-tools\/wp-json\/wp\/v2\/posts\/23772\/revisions\/23943"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cg-method.com\/work-tools\/wp-json\/wp\/v2\/media\/23773"}],"wp:attachment":[{"href":"https:\/\/cg-method.com\/work-tools\/wp-json\/wp\/v2\/media?parent=23772"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/cg-method.com\/work-tools\/wp-json\/wp\/v2\/categories?post=23772"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/cg-method.com\/work-tools\/wp-json\/wp\/v2\/tags?post=23772"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}