{"id":722,"date":"2024-03-26T16:16:54","date_gmt":"2024-03-26T07:16:54","guid":{"rendered":"https:\/\/elosove.com\/?p=722"},"modified":"2024-04-03T17:59:24","modified_gmt":"2024-04-03T08:59:24","slug":"anime-segmentation%e3%83%bbrembg%e3%83%bbfastsam%e3%81%ae%e3%82%a2%e3%83%8b%e3%83%a1%e7%b5%b5%e5%88%87%e3%82%8a%e6%8a%9c%e3%81%8d%e7%b2%be%e5%ba%a6%e6%af%94%e8%bc%83-python%e3%82%b3%e3%83%bc","status":"publish","type":"post","link":"https:\/\/elosove.com\/?p=722","title":{"rendered":"Anime-Segmentation\u30fbRembg\u30fbFastSAM\u306e\u30a2\u30cb\u30e1\u7d75\u5207\u308a\u629c\u304d\u7cbe\u5ea6\u6bd4\u8f03 | @python\u30b3\u30fc\u30c9"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">Rembg\u3067\u306f\u30a2\u30cb\u30e1\u7cfb\u306e\u80cc\u666f\u5207\u308a\u629c\u304d\u304c\u7518\u3044\u306e\u3067\u3001\u4eca\u56de\u306fRembg\u306e\u30e2\u30c7\u30eb\u3092Anime-Segmentation(isnet-anime)\u306b\u5207\u308a\u66ff\u3048\u3066\u4f7f\u3046\u5834\u5408\u3068\u672c\u5bb6\u306eAnime-Segmentation\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u305f\u5834\u5408\u3068FastSAM\u3092\u4f7f\u3063\u305f\u5834\u5408\u306e3\u3064\u306e\u6bd4\u8f03\u7d50\u679c\u3092\u516c\u958b\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b5\u30f3\u30d7\u30eb\u306b\u4f7f\u3063\u305f\u306e\u306fhololive\u306e\u6c99\u82b1\u53c9\u30af\u30ed\u30f1\u3055\u3093\u3067\u3059\u3002<a href=\"https:\/\/www.youtube.com\/@SakamataChloe\">ch\u767b\u9332\u3088\u308d\u3057\u304f\u3061\u3083\u3093<\/a>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"339\" src=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/sample-chloe.png\" alt=\"\" class=\"wp-image-731\" srcset=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/sample-chloe.png 600w, https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/sample-chloe-300x170.png 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">\u30c6\u30b9\u30c8\u30c7\u30fc\u30bf<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"690\" height=\"390\" src=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/anime-segment-grid-1.png\" alt=\"\" class=\"wp-image-750\" srcset=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/anime-segment-grid-1.png 690w, https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/anime-segment-grid-1-300x170.png 300w\" sizes=\"auto, (max-width: 690px) 100vw, 690px\" \/><figcaption class=\"wp-element-caption\">\u7d50\u679c\u307e\u3068\u3081<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b9f\u9a13\u74b0\u5883<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">OS : Windows 11<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">conda\u4eee\u60f3\u74b0\u5883<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>python 3.11<\/li>\n<\/ul>\n\n\n\n<ul class=\"wp-block-list\">\n<li>rembg 2.0.56<\/li>\n<\/ul>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000<\/p>\n\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_71 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/elosove.com\/?p=722\/#Rembg\" title=\"Rembg\">Rembg<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/elosove.com\/?p=722\/#Install\" title=\"Install\">Install<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/elosove.com\/?p=722\/#Rembg%E3%81%AE%E3%83%A2%E3%83%87%E3%83%AB%E5%88%87%E6%9B%BF%E3%82%B3%E3%83%BC%E3%83%89\" title=\"Rembg\u306e\u30e2\u30c7\u30eb\u5207\u66ff\u30b3\u30fc\u30c9\">Rembg\u306e\u30e2\u30c7\u30eb\u5207\u66ff\u30b3\u30fc\u30c9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/elosove.com\/?p=722\/#%E7%B5%90%E6%9E%9C\" title=\"\u7d50\u679c\">\u7d50\u679c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/elosove.com\/?p=722\/#Rembg%E3%81%AE%E3%82%B3%E3%83%BC%E3%83%89%E7%89%88%E3%81%A8%E3%82%B3%E3%83%9E%E3%83%B3%E3%83%89%E7%89%88%E3%81%AE%E9%81%95%E3%81%84%E6%9C%AA%E8%A7%A3%E6%B1%BA\" title=\"Rembg\u306e\u30b3\u30fc\u30c9\u7248\u3068\u30b3\u30de\u30f3\u30c9\u7248\u306e\u9055\u3044(\u672a\u89e3\u6c7a)\">Rembg\u306e\u30b3\u30fc\u30c9\u7248\u3068\u30b3\u30de\u30f3\u30c9\u7248\u306e\u9055\u3044(\u672a\u89e3\u6c7a)<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/elosove.com\/?p=722\/#Anime-Segmentation\" title=\"Anime-Segmentation\">Anime-Segmentation<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/elosove.com\/?p=722\/#Install-2\" title=\"Install\">Install<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/elosove.com\/?p=722\/#%E3%83%A2%E3%83%87%E3%83%AB%E3%81%AE%E3%83%80%E3%82%A6%E3%83%B3%E3%83%AD%E3%83%BC%E3%83%89\" title=\"\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\">\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/elosove.com\/?p=722\/#%E3%82%B5%E3%83%B3%E3%83%97%E3%83%AB%E3%82%B3%E3%83%BC%E3%83%89%E3%81%AE%E5%AE%9F%E8%A1%8C\" title=\"\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u306e\u5b9f\u884c\">\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u306e\u5b9f\u884c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/elosove.com\/?p=722\/#%E4%BA%88%E6%B8%AC%E9%96%BE%E5%80%A4%E3%81%AE%E5%A4%89%E6%9B%B4\" title=\"\u4e88\u6e2c\u95be\u5024\u306e\u5909\u66f4\">\u4e88\u6e2c\u95be\u5024\u306e\u5909\u66f4<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/elosove.com\/?p=722\/#%E7%B5%90%E6%9E%9C-2\" title=\"\u7d50\u679c\">\u7d50\u679c<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/elosove.com\/?p=722\/#FastSAM\" title=\"FastSAM\">FastSAM<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/elosove.com\/?p=722\/#Rembg%E3%81%A7sam%E3%82%92%E5%8B%95%E3%81%8B%E3%81%99%E5%A0%B4%E5%90%88\" title=\"Rembg\u3067sam\u3092\u52d5\u304b\u3059\u5834\u5408\">Rembg\u3067sam\u3092\u52d5\u304b\u3059\u5834\u5408<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/elosove.com\/?p=722\/#Install-3\" title=\"Install\">Install<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/elosove.com\/?p=722\/#%E7%B5%90%E6%9E%9C-3\" title=\"\u7d50\u679c\">\u7d50\u679c<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Rembg\"><\/span>Rembg<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Install\"><\/span>Install<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5148\u305a\u306f<a href=\"https:\/\/github.com\/danielgatis\/rembg\">\u516c\u5f0f\u30ac\u30a4\u30c9<\/a>\u306e\u901a\u308apip\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u306fGPU\u7248\u3092\u4f7f\u3044\u305f\u3044\u306e\u3067\u6700\u521d\u306bONNEX\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30b3\u30de\u30f3\u30c9\u306f<a href=\"https:\/\/onnxruntime.ai\/getting-started\">ONNEX\u306estart guid<\/a>\u304b\u3089\u3002<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span style=\"display:block;padding:16px 0 0 16px;margin-bottom:-1px;width:100%;text-align:left;background-color:#1E1E1E\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"54\" height=\"14\" viewBox=\"0 0 54 14\"><g fill=\"none\" fill-rule=\"evenodd\" transform=\"translate(1 1)\"><circle cx=\"6\" cy=\"6\" r=\"6\" fill=\"#FF5F56\" stroke=\"#E0443E\" stroke-width=\".5\"><\/circle><circle cx=\"26\" cy=\"6\" r=\"6\" fill=\"#FFBD2E\" stroke=\"#DEA123\" stroke-width=\".5\"><\/circle><circle cx=\"46\" cy=\"6\" r=\"6\" fill=\"#27C93F\" stroke=\"#1AAB29\" stroke-width=\".5\"><\/circle><\/g><\/svg><\/span><span role=\"button\" tabindex=\"0\" data-code=\"# see https:\/\/onnxruntime.ai\/getting-started\npip install onnxruntime-gpu\npip install rembg[gpu,cli]\n\" style=\"color:#D4D4D4;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki dark-plus\" style=\"background-color: #1E1E1E\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #6A9955\"># see https:\/\/onnxruntime.ai\/getting-started<\/span><\/span>\n<span class=\"line\"><span style=\"color: #DCDCAA\">pip<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">install<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">onnxruntime-gpu<\/span><\/span>\n<span class=\"line\"><span style=\"color: #DCDCAA\">pip<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">install<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">rembg[gpu,cli]<\/span><\/span>\n<span class=\"line\"><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u78ba\u8a8d\u306f\u4e0b\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u3067\u884c\u3044\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span style=\"display:block;padding:16px 0 0 16px;margin-bottom:-1px;width:100%;text-align:left;background-color:#1E1E1E\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"54\" height=\"14\" viewBox=\"0 0 54 14\"><g fill=\"none\" fill-rule=\"evenodd\" transform=\"translate(1 1)\"><circle cx=\"6\" cy=\"6\" r=\"6\" fill=\"#FF5F56\" stroke=\"#E0443E\" stroke-width=\".5\"><\/circle><circle cx=\"26\" cy=\"6\" r=\"6\" fill=\"#FFBD2E\" stroke=\"#DEA123\" stroke-width=\".5\"><\/circle><circle cx=\"46\" cy=\"6\" r=\"6\" fill=\"#27C93F\" stroke=\"#1AAB29\" stroke-width=\".5\"><\/circle><\/g><\/svg><\/span><span role=\"button\" tabindex=\"0\" data-code=\"rembg --help\" style=\"color:#D4D4D4;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki dark-plus\" style=\"background-color: #1E1E1E\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #DCDCAA\">rembg<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #569CD6\">--help<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">watchdog,gradio,asyncer\u306e\u9806\u3067\u8db3\u308a\u306a\u3044\u3068\u8a00\u308f\u308c\u305f\u306e\u3067\u30e9\u30a4\u30d6\u30e9\u30ea\u3092\u8ffd\u52a0\u3067\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span style=\"display:block;padding:16px 0 0 16px;margin-bottom:-1px;width:100%;text-align:left;background-color:#1E1E1E\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"54\" height=\"14\" viewBox=\"0 0 54 14\"><g fill=\"none\" fill-rule=\"evenodd\" transform=\"translate(1 1)\"><circle cx=\"6\" cy=\"6\" r=\"6\" fill=\"#FF5F56\" stroke=\"#E0443E\" stroke-width=\".5\"><\/circle><circle cx=\"26\" cy=\"6\" r=\"6\" fill=\"#FFBD2E\" stroke=\"#DEA123\" stroke-width=\".5\"><\/circle><circle cx=\"46\" cy=\"6\" r=\"6\" fill=\"#27C93F\" stroke=\"#1AAB29\" stroke-width=\".5\"><\/circle><\/g><\/svg><\/span><span role=\"button\" tabindex=\"0\" data-code=\"pip install watchdog,gradio,asyncer\" style=\"color:#D4D4D4;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki dark-plus\" style=\"background-color: #1E1E1E\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #DCDCAA\">pip<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">install<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">watchdog,gradio,asyncer<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u7121\u4e8b\u306b\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u304c\u6210\u529f\u3059\u308b\u3068help\u30b3\u30de\u30f3\u30c9\u3067\u4e0b\u8a18\u306e\u30e1\u30c3\u30bb\u30fc\u30b8\u304c\u51fa\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span style=\"display:block;padding:16px 0 0 16px;margin-bottom:-1px;width:100%;text-align:left;background-color:#1E1E1E\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"54\" height=\"14\" viewBox=\"0 0 54 14\"><g fill=\"none\" fill-rule=\"evenodd\" transform=\"translate(1 1)\"><circle cx=\"6\" cy=\"6\" r=\"6\" fill=\"#FF5F56\" stroke=\"#E0443E\" stroke-width=\".5\"><\/circle><circle cx=\"26\" cy=\"6\" r=\"6\" fill=\"#FFBD2E\" stroke=\"#DEA123\" stroke-width=\".5\"><\/circle><circle cx=\"46\" cy=\"6\" r=\"6\" fill=\"#27C93F\" stroke=\"#1AAB29\" stroke-width=\".5\"><\/circle><\/g><\/svg><\/span><span role=\"button\" tabindex=\"0\" data-code=\"Usage: rembg.exe [OPTIONS] COMMAND [ARGS]...\n\nOptions:\n  --version  Show the version and exit.\n  --help     Show this message and exit.\n\nCommands:\n  b  for a byte stream as input\n  d  download all models\n  i  for a file as input\n  p  for a folder as input\n  s  for a http server\" style=\"color:#D4D4D4;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki dark-plus\" style=\"background-color: #1E1E1E\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #DCDCAA\">Usage:<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">rembg.exe<\/span><span style=\"color: #D4D4D4\"> [OPTIONS] COMMAND [ARGS]...<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #DCDCAA\">Options:<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D4D4D4\">  <\/span><span style=\"color: #DCDCAA\">--version<\/span><span style=\"color: #D4D4D4\">  <\/span><span style=\"color: #CE9178\">Show<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">the<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">version<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">and<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">exit.<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D4D4D4\">  <\/span><span style=\"color: #DCDCAA\">--help<\/span><span style=\"color: #D4D4D4\">     <\/span><span style=\"color: #CE9178\">Show<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">this<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">message<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">and<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">exit.<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #DCDCAA\">Commands:<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D4D4D4\">  <\/span><span style=\"color: #DCDCAA\">b<\/span><span style=\"color: #D4D4D4\">  <\/span><span style=\"color: #CE9178\">for<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">a<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">byte<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">stream<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">as<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">input<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D4D4D4\">  <\/span><span style=\"color: #DCDCAA\">d<\/span><span style=\"color: #D4D4D4\">  <\/span><span style=\"color: #CE9178\">download<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">all<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">models<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D4D4D4\">  <\/span><span style=\"color: #DCDCAA\">i<\/span><span style=\"color: #D4D4D4\">  <\/span><span style=\"color: #CE9178\">for<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">a<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">file<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">as<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">input<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D4D4D4\">  <\/span><span style=\"color: #DCDCAA\">p<\/span><span style=\"color: #D4D4D4\">  <\/span><span style=\"color: #CE9178\">for<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">a<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">folder<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">as<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">input<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D4D4D4\">  <\/span><span style=\"color: #DCDCAA\">s<\/span><span style=\"color: #D4D4D4\">  <\/span><span style=\"color: #CE9178\">for<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">a<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">http<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">server<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Rembg%E3%81%AE%E3%83%A2%E3%83%87%E3%83%AB%E5%88%87%E6%9B%BF%E3%82%B3%E3%83%BC%E3%83%89\"><\/span>Rembg\u306e\u30e2\u30c7\u30eb\u5207\u66ff\u30b3\u30fc\u30c9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">new_session\u306b\u540d\u524d\u3092\u5165\u308c\u308b\u3060\u3051\u3067\u3059\u3002(<a href=\"https:\/\/github.com\/danielgatis\/rembg\/blob\/main\/tests\/test_remove.py\">\u516c\u5f0f\u306e\u53c2\u8003\u30b3\u30fc\u30c9<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30e2\u30c7\u30eb\u306e\u4f7f\u7528\u304c\u521d\u3081\u3066\u306e\u5834\u5408\u306f&#8221;C:\\Users\\\u81ea\u5206.u2net&#8221;\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4eca\u56de\u4f7f\u3046isnet-anime\u306f&#8221;https:\/\/github.com\/danielgatis\/rembg\/releases\/download\/v0.0.0\/isnet-anime.onnx&#8221;\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3055\u308c\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span style=\"display:block;padding:16px 0 0 16px;margin-bottom:-1px;width:100%;text-align:left;background-color:#1E1E1E\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"54\" height=\"14\" viewBox=\"0 0 54 14\"><g fill=\"none\" fill-rule=\"evenodd\" transform=\"translate(1 1)\"><circle cx=\"6\" cy=\"6\" r=\"6\" fill=\"#FF5F56\" stroke=\"#E0443E\" stroke-width=\".5\"><\/circle><circle cx=\"26\" cy=\"6\" r=\"6\" fill=\"#FFBD2E\" stroke=\"#DEA123\" stroke-width=\".5\"><\/circle><circle cx=\"46\" cy=\"6\" r=\"6\" fill=\"#27C93F\" stroke=\"#1AAB29\" stroke-width=\".5\"><\/circle><\/g><\/svg><\/span><span role=\"button\" tabindex=\"0\" data-code=\"from rembg import remove, new_session\nimport cv2\n\ninput_path = 'test.jpg'\noutput_path = 'output.jpg'\n\nprint('read img')\ninput = cv2.imread(input_path)\nprint('load session')\nmy_session = new_session(model_name=&quot;isnet-anime&quot;)\nprint('remove process')\noutput = remove(input, session=my_session)\nprint('write img')\ncv2.imwrite(output_path, output)\" style=\"color:#D4D4D4;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki dark-plus\" style=\"background-color: #1E1E1E\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #C586C0\">from<\/span><span style=\"color: #D4D4D4\"> rembg <\/span><span style=\"color: #C586C0\">import<\/span><span style=\"color: #D4D4D4\"> remove, new_session<\/span><\/span>\n<span class=\"line\"><span style=\"color: #C586C0\">import<\/span><span style=\"color: #D4D4D4\"> cv2<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #D4D4D4\">input_path = <\/span><span style=\"color: #CE9178\">&#39;test.jpg&#39;<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D4D4D4\">output_path = <\/span><span style=\"color: #CE9178\">&#39;output.jpg&#39;<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #DCDCAA\">print<\/span><span style=\"color: #D4D4D4\">(<\/span><span style=\"color: #CE9178\">&#39;read img&#39;<\/span><span style=\"color: #D4D4D4\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #DCDCAA\">input<\/span><span style=\"color: #D4D4D4\"> = cv2.imread(input_path)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #DCDCAA\">print<\/span><span style=\"color: #D4D4D4\">(<\/span><span style=\"color: #CE9178\">&#39;load session&#39;<\/span><span style=\"color: #D4D4D4\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D4D4D4\">my_session = new_session(<\/span><span style=\"color: #9CDCFE\">model_name<\/span><span style=\"color: #D4D4D4\">=<\/span><span style=\"color: #CE9178\">&quot;isnet-anime&quot;<\/span><span style=\"color: #D4D4D4\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #DCDCAA\">print<\/span><span style=\"color: #D4D4D4\">(<\/span><span style=\"color: #CE9178\">&#39;remove process&#39;<\/span><span style=\"color: #D4D4D4\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D4D4D4\">output = remove(<\/span><span style=\"color: #DCDCAA\">input<\/span><span style=\"color: #D4D4D4\">, <\/span><span style=\"color: #9CDCFE\">session<\/span><span style=\"color: #D4D4D4\">=my_session)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #DCDCAA\">print<\/span><span style=\"color: #D4D4D4\">(<\/span><span style=\"color: #CE9178\">&#39;write img&#39;<\/span><span style=\"color: #D4D4D4\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #D4D4D4\">cv2.imwrite(output_path, output)<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u8a18\u306e\u30b3\u30fc\u30c9\u306f\u4e0b\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u3068\u4e00\u7dd2\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span style=\"display:block;padding:16px 0 0 16px;margin-bottom:-1px;width:100%;text-align:left;background-color:#1E1E1E\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"54\" height=\"14\" viewBox=\"0 0 54 14\"><g fill=\"none\" fill-rule=\"evenodd\" transform=\"translate(1 1)\"><circle cx=\"6\" cy=\"6\" r=\"6\" fill=\"#FF5F56\" stroke=\"#E0443E\" stroke-width=\".5\"><\/circle><circle cx=\"26\" cy=\"6\" r=\"6\" fill=\"#FFBD2E\" stroke=\"#DEA123\" stroke-width=\".5\"><\/circle><circle cx=\"46\" cy=\"6\" r=\"6\" fill=\"#27C93F\" stroke=\"#1AAB29\" stroke-width=\".5\"><\/circle><\/g><\/svg><\/span><span role=\"button\" tabindex=\"0\" data-code=\"rembg i -m isnet-anime input.jpg output.jpg\" style=\"color:#D4D4D4;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki dark-plus\" style=\"background-color: #1E1E1E\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #D4D4D4\">rembg i -m isnet-anime <\/span><span style=\"color: #DCDCAA\">input<\/span><span style=\"color: #D4D4D4\">.jpg output.jpg<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u30bb\u30c3\u30b7\u30e7\u30f3\u5909\u6570(my_session)\u3092\u30ea\u30bb\u30c3\u30c8\u3057\u306a\u3051\u308c\u3070\u30ed\u30fc\u30c9\u6642\u9593\u304c\u77ed\u7e2e\u51fa\u6765\u308b\u306e\u3067\u3001\u6ca2\u5c71\u306e\u753b\u50cf\u3092\u51e6\u7406\u3057\u305f\u3044\u5834\u5408\u306fmy_session\u5909\u6570\u751f\u6210\u5f8c\u306bfor\u6587\u3067remove\u95a2\u6570\u3092\u56de\u3057\u3066\u304f\u3060\u3055\u3044\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u516c\u5f0f\u306e\u30b5\u30f3\u30d7\u30eb:<a href=\"https:\/\/github.com\/danielgatis\/rembg\">How to iterate over files in a performatic way<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%B5%90%E6%9E%9C\"><\/span>\u7d50\u679c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u304b\u3089\u9806\u756a\u306bu2net,u2net-human-seg,isnet-anime\u3067\u3059\u3002isnet-anime\u306e\u6027\u80fd\u304c\u305a\u3070\u629c\u3051\u3066\u3044\u308b\u3002\u3002\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"339\" src=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/rembg-u2net.png\" alt=\"\" class=\"wp-image-732\" srcset=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/rembg-u2net.png 600w, https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/rembg-u2net-300x170.png 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">u2net<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"339\" src=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/rembg-u2net-human.png\" alt=\"\" class=\"wp-image-733\" srcset=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/rembg-u2net-human.png 600w, https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/rembg-u2net-human-300x170.png 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">u2net human seg<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"339\" src=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/rembg-anime.png\" alt=\"\" class=\"wp-image-734\" srcset=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/rembg-anime.png 600w, https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/rembg-anime-300x170.png 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">isnet-anime (anime-segment) command line<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"339\" src=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/rembg-anime-pcode.png\" alt=\"\" class=\"wp-image-740\" srcset=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/rembg-anime-pcode.png 600w, https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/rembg-anime-pcode-300x170.png 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">isnet-anime (anime-segment) python code<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Rembg%E3%81%AE%E3%82%B3%E3%83%BC%E3%83%89%E7%89%88%E3%81%A8%E3%82%B3%E3%83%9E%E3%83%B3%E3%83%89%E7%89%88%E3%81%AE%E9%81%95%E3%81%84%E6%9C%AA%E8%A7%A3%E6%B1%BA\"><\/span>Rembg\u306e\u30b3\u30fc\u30c9\u7248\u3068\u30b3\u30de\u30f3\u30c9\u7248\u306e\u9055\u3044(\u672a\u89e3\u6c7a)<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u8a18\u306eisnet-anime\u30e2\u30c7\u30eb\u3092\u4f7f\u3063\u305f\u30b3\u30fc\u30c9\u3068\u30b3\u30de\u30f3\u30c9\u3067\u305d\u308c\u305e\u308c\u5b9f\u884c\u3059\u308b\u3068\u7d50\u679c\u304c\u7570\u306a\u308a\u307e\u3059\u3002(\u7d50\u679c\u753b\u50cf3\u679a\u76ee\u30684\u679a\u76ee)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f55\u6545\u306a\u306e\u304b\u672a\u3060\u5206\u304b\u3063\u3066\u3044\u307e\u305b\u3093\u3002\u3002\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Rembg\u3067\u30b3\u30fc\u30c9\u3092\u5207\u308a\u66ff\u3048\u3066\u4f7f\u3046\u3068\u7d50\u679c\u304c\u5b89\u5b9a\u3057\u306a\u3044\u306e\u3067\u3001isnet-anime\u306e\u672c\u5bb6\u306e\u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u3067\u3042\u308bAnime-Segmentation\u3067\u3082\u5b9f\u9a13\u3057\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Anime-Segmentation\"><\/span>Anime-Segmentation<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Install-2\"><\/span>Install<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u516c\u5f0f\u306e\u30ac\u30a4\u30c9\u306e\u901a\u308apytorch\u3068requirements.txt\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">pytorch\u95a2\u9023\u306e\u30d0\u30fc\u30b8\u30e7\u30f3\u306f\u79c1\u306e\u5834\u5408\u3001\u4e0b\u8a18\u306e\u3088\u3046\u306b\u3057\u3066\u3042\u308a\u307e\u3059\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">torch : 2.2.1+cu118<br>torchvision : 0.17.1+cu118<br>pytorch-lightning : 2.0.7<\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%83%A2%E3%83%87%E3%83%AB%E3%81%AE%E3%83%80%E3%82%A6%E3%83%B3%E3%83%AD%E3%83%BC%E3%83%89\"><\/span>\u30e2\u30c7\u30eb\u306e\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u65e2\u306bRembg\u3067onnx\u7248\u306e\u30e2\u30c7\u30eb\u306f\u3042\u308a\u307e\u3059\u304c\u3001\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u3067\u306fckpt\u7248\u3092\u4f7f\u3046\u3088\u3046\u306b\u306a\u3063\u3066\u3044\u308b\u306e\u3067<a href=\"https:\/\/huggingface.co\/skytnt\/anime-seg\/tree\/main\">HuggingFace\u304b\u3089\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9<\/a>\u3057\u3066\u304d\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span style=\"display:block;padding:16px 0 0 16px;margin-bottom:-1px;width:100%;text-align:left;background-color:#1E1E1E\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"54\" height=\"14\" viewBox=\"0 0 54 14\"><g fill=\"none\" fill-rule=\"evenodd\" transform=\"translate(1 1)\"><circle cx=\"6\" cy=\"6\" r=\"6\" fill=\"#FF5F56\" stroke=\"#E0443E\" stroke-width=\".5\"><\/circle><circle cx=\"26\" cy=\"6\" r=\"6\" fill=\"#FFBD2E\" stroke=\"#DEA123\" stroke-width=\".5\"><\/circle><circle cx=\"46\" cy=\"6\" r=\"6\" fill=\"#27C93F\" stroke=\"#1AAB29\" stroke-width=\".5\"><\/circle><\/g><\/svg><\/span><span role=\"button\" tabindex=\"0\" data-code=\"git clone https:\/\/github.com\/SkyTNT\/anime-segmentation\/tree\/main?tab=readme-ov-file\ncd anime-segmentation\nmkdir saved_models\n# saved_models\u30d5\u30a9\u30eb\u30c0\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305fisnetis.ckpt\u3092\u30b3\u30d4\u30fc\" style=\"color:#D4D4D4;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki dark-plus\" style=\"background-color: #1E1E1E\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #DCDCAA\">git<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">clone<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">https:\/\/github.com\/SkyTNT\/anime-segmentation\/tree\/main?tab=readme-ov-file<\/span><\/span>\n<span class=\"line\"><span style=\"color: #DCDCAA\">cd<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">anime-segmentation<\/span><\/span>\n<span class=\"line\"><span style=\"color: #DCDCAA\">mkdir<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">saved_models<\/span><\/span>\n<span class=\"line\"><span style=\"color: #6A9955\"># saved_models\u30d5\u30a9\u30eb\u30c0\u306b\u30c0\u30a6\u30f3\u30ed\u30fc\u30c9\u3057\u305fisnetis.ckpt\u3092\u30b3\u30d4\u30fc<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E3%82%B5%E3%83%B3%E3%83%97%E3%83%AB%E3%82%B3%E3%83%BC%E3%83%89%E3%81%AE%E5%AE%9F%E8%A1%8C\"><\/span>\u30b5\u30f3\u30d7\u30eb\u30b3\u30fc\u30c9\u306e\u5b9f\u884c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">inference.py\u3092\u5b9f\u884c\u3057\u307e\u3059\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>input\u306f\u30d5\u30a1\u30a4\u30eb\u540d\u3067\u306f\u306a\u304f\u30d5\u30a9\u30eb\u30c0\u540d\u3092\u6307\u5b9a<\/li>\n\n\n\n<li>out\u3082\u30d5\u30a9\u30eb\u30c0\u3092\u6307\u5b9a<\/li>\n\n\n\n<li>\u30e2\u30c7\u30eb\u306e\u4fdd\u5b58\u5834\u6240\u304csaved_models\u3067\u306f\u306a\u3044\u5834\u5408\u3084\u30e2\u30c7\u30eb\u540d\u3092\u5909\u66f4\u3057\u305f\u5834\u5408\u306f&#8211;ckpt\u30aa\u30d7\u30b7\u30e7\u30f3\u3067\u30e2\u30c7\u30eb\u306e\u4fdd\u5b58\u5834\u6240\u3092\u6307\u5b9a<\/li>\n<\/ul>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span style=\"display:block;padding:16px 0 0 16px;margin-bottom:-1px;width:100%;text-align:left;background-color:#1E1E1E\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"54\" height=\"14\" viewBox=\"0 0 54 14\"><g fill=\"none\" fill-rule=\"evenodd\" transform=\"translate(1 1)\"><circle cx=\"6\" cy=\"6\" r=\"6\" fill=\"#FF5F56\" stroke=\"#E0443E\" stroke-width=\".5\"><\/circle><circle cx=\"26\" cy=\"6\" r=\"6\" fill=\"#FFBD2E\" stroke=\"#DEA123\" stroke-width=\".5\"><\/circle><circle cx=\"46\" cy=\"6\" r=\"6\" fill=\"#27C93F\" stroke=\"#1AAB29\" stroke-width=\".5\"><\/circle><\/g><\/svg><\/span><span role=\"button\" tabindex=\"0\" data-code=\"mkdir input\n# input\u30d5\u30a9\u30eb\u30c0\u306e\u4e2d\u306b\u30c6\u30b9\u30c8\u3057\u305f\u3044\u753b\u50cf\u3092\u5165\u308c\u308b\npython inference.py --net isnet_is --data input --out out --img-size 1024 --only-matted\" style=\"color:#D4D4D4;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki dark-plus\" style=\"background-color: #1E1E1E\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #DCDCAA\">mkdir<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">input<\/span><\/span>\n<span class=\"line\"><span style=\"color: #6A9955\"># input\u30d5\u30a9\u30eb\u30c0\u306e\u4e2d\u306b\u30c6\u30b9\u30c8\u3057\u305f\u3044\u753b\u50cf\u3092\u5165\u308c\u308b<\/span><\/span>\n<span class=\"line\"><span style=\"color: #DCDCAA\">python<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">inference.py<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #569CD6\">--net<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">isnet_is<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #569CD6\">--data<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">input<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #569CD6\">--out<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">out<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #569CD6\">--img-size<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #B5CEA8\">1024<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #569CD6\">--only-matted<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E4%BA%88%E6%B8%AC%E9%96%BE%E5%80%A4%E3%81%AE%E5%A4%89%E6%9B%B4\"><\/span>\u4e88\u6e2c\u95be\u5024\u306e\u5909\u66f4<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Rembg\u3068\u9055\u3044Anime-Segmentation\u3067\u306f\u80cc\u666f\u30de\u30b9\u30af\u306e\u4e88\u6e2c\u7d50\u679c\u306b\u89e6\u308c\u308b\u306e\u3067\u3001\u3053\u3053\u3067\u3061\u3087\u3063\u3068\uff12\u5024\u5316\u3057\u3066\u7d50\u679c\u3092\u8abf\u6574\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">inference.py\u306edef get_mask\u30e1\u30bd\u30c3\u30c9\u3067\u4f7f\u308f\u308c\u3066\u3044\u308bpred\u3068\u3044\u3046\u5909\u6570\u304c\u305d\u308c\u3067\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span style=\"display:block;padding:16px 0 0 16px;margin-bottom:-1px;width:100%;text-align:left;background-color:#1E1E1E\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"54\" height=\"14\" viewBox=\"0 0 54 14\"><g fill=\"none\" fill-rule=\"evenodd\" transform=\"translate(1 1)\"><circle cx=\"6\" cy=\"6\" r=\"6\" fill=\"#FF5F56\" stroke=\"#E0443E\" stroke-width=\".5\"><\/circle><circle cx=\"26\" cy=\"6\" r=\"6\" fill=\"#FFBD2E\" stroke=\"#DEA123\" stroke-width=\".5\"><\/circle><circle cx=\"46\" cy=\"6\" r=\"6\" fill=\"#27C93F\" stroke=\"#1AAB29\" stroke-width=\".5\"><\/circle><\/g><\/svg><\/span><span role=\"button\" tabindex=\"0\" data-code=\"pred = cv2.resize(pred, (w0, h0))[:, :, np.newaxis]\n\n# 38\u884c\u76ee\u4ee5\u4e0b\u3092\u4e0b\u8a18\u306b\u4fee\u6b63\u3000| return pred\n\n# 2\u5024\u5316\u51e6\u7406\n_, binary_mask = cv2.threshold(pred, 0.5, 1, cv2.THRESH_BINARY)\nbinary_mask = binary_mask[:, :, np.newaxis]\nreturn binary_mask\" style=\"color:#D4D4D4;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki dark-plus\" style=\"background-color: #1E1E1E\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #DCDCAA\">pred<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">=<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">cv2.resize<\/span><span style=\"color: #D4D4D4\">(<\/span><span style=\"color: #DCDCAA\">pred,<\/span><span style=\"color: #D4D4D4\"> (w0, <\/span><span style=\"color: #CE9178\">h0<\/span><span style=\"color: #D4D4D4\">))[:, :, np.newaxis]<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #6A9955\"># 38\u884c\u76ee\u4ee5\u4e0b\u3092\u4e0b\u8a18\u306b\u4fee\u6b63\u3000| return pred<\/span><\/span>\n<span class=\"line\"><\/span>\n<span class=\"line\"><span style=\"color: #6A9955\"># 2\u5024\u5316\u51e6\u7406<\/span><\/span>\n<span class=\"line\"><span style=\"color: #DCDCAA\">_,<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">binary_mask<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">=<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">cv2.threshold<\/span><span style=\"color: #D4D4D4\">(<\/span><span style=\"color: #DCDCAA\">pred,<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #B5CEA8\">0.5<\/span><span style=\"color: #CE9178\">,<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #B5CEA8\">1<\/span><span style=\"color: #CE9178\">,<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">cv2.THRESH_BINARY<\/span><span style=\"color: #D4D4D4\">)<\/span><\/span>\n<span class=\"line\"><span style=\"color: #DCDCAA\">binary_mask<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">=<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">binary_mask[:,<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">:,<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">np.newaxis]<\/span><\/span>\n<span class=\"line\"><span style=\"color: #C586C0\">return<\/span><span style=\"color: #D4D4D4\"> binary_mask<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">pred\u3067\u306f1-0\u3067\u5404\u30d4\u30af\u30bb\u30eb\u306e\u80cc\u666f\u78ba\u7387\u3092\u51fa\u3057\u3066\u3044\u308b\u306e\u3067\u3001\u4e0a\u8a18\u306e\u30b3\u30fc\u30c9\u3067\u3056\u3063\u304f\u308a\u30680.5\u4ee5\u4e0a\u3092\u975e\u80cc\u666f\u30010.5\u672a\u6e80\u3092\u80cc\u666f\u3067\u5206\u96e2\u3055\u305b\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u5f8c\u306b\u30c1\u30e3\u30f3\u30cd\u30eb\u3092\u8abf\u6574\u3057\u3066\u547c\u3073\u51fa\u3057\u5143\u306b\u30ea\u30bf\u30fc\u30f3\u3057\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%B5%90%E6%9E%9C-2\"><\/span>\u7d50\u679c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0a\u304b\u3089\u30c7\u30d5\u30a9\u30eb\u30c8\u7248\u3068\u30de\u30b9\u30af\u3092\u5f04\u3063\u305f\u7248\u306e\uff12\u679a\u3067\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">rembg\u306e\u30b3\u30de\u30f3\u30c9\u30e9\u30a4\u30f3\u7248\u3068\u9055\u3063\u3066\u3001\u672c\u5bb6\u3067\u306f\u53f3\u80a9\u306e\u80cc\u666f\u3068\u30ea\u30dc\u30f3\u304c\u7cbe\u5ea6\u4f4e\u3081\u306a\u611f\u3058\u306b\u306a\u3063\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30de\u30b9\u30af\u306f\u8272\u3005\u8a66\u3057\u3066\u95be\u50240.45\u8fba\u308a\u3067\u7dba\u9e97\u306b\u5207\u308a\u53d6\u308c\u305f\u304b\u306a\u3068\u3044\u3046\u611f\u3058\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"339\" src=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/anime-seg.png\" alt=\"\" class=\"wp-image-737\" srcset=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/anime-seg.png 600w, https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/anime-seg-300x170.png 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">anime-segment default<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"339\" src=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/anime-seg-binary.png\" alt=\"\" class=\"wp-image-738\" srcset=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/anime-seg-binary.png 600w, https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/anime-seg-binary-300x170.png 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">anime-segment (binary-mask)<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"FastSAM\"><\/span>FastSAM<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u80cc\u666f\u3068\u3044\u3046\u3088\u308a\u306f\u5e83\u304f\u30bb\u30b0\u30e1\u30f3\u30c6\u30fc\u30b7\u30e7\u30f3\u7528\u306e\u30e2\u30c7\u30eb\u3067\u3059\u304c\u304a\u307e\u3051\u7684\u306b\u5b9f\u9a13\u3057\u3066\u307f\u307e\u3059\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Rembg%E3%81%A7sam%E3%82%92%E5%8B%95%E3%81%8B%E3%81%99%E5%A0%B4%E5%90%88\"><\/span>Rembg\u3067sam\u3092\u52d5\u304b\u3059\u5834\u5408<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u516c\u5f0f\u3067\u306f\u4e0b\u8a18\u306e\u30b3\u30de\u30f3\u30c9\u304c\u7d39\u4ecb\u3055\u308c\u3066\u3044\u307e\u3059\u3002<\/p>\n\n\n\n<div class=\"wp-block-kevinbatdorf-code-block-pro\" data-code-block-pro-font-family=\"Code-Pro-JetBrains-Mono\" style=\"font-size:.875rem;font-family:Code-Pro-JetBrains-Mono,ui-monospace,SFMono-Regular,Menlo,Monaco,Consolas,monospace;line-height:1.25rem;--cbp-tab-width:2;tab-size:var(--cbp-tab-width, 2)\"><span style=\"display:block;padding:16px 0 0 16px;margin-bottom:-1px;width:100%;text-align:left;background-color:#1E1E1E\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"54\" height=\"14\" viewBox=\"0 0 54 14\"><g fill=\"none\" fill-rule=\"evenodd\" transform=\"translate(1 1)\"><circle cx=\"6\" cy=\"6\" r=\"6\" fill=\"#FF5F56\" stroke=\"#E0443E\" stroke-width=\".5\"><\/circle><circle cx=\"26\" cy=\"6\" r=\"6\" fill=\"#FFBD2E\" stroke=\"#DEA123\" stroke-width=\".5\"><\/circle><circle cx=\"46\" cy=\"6\" r=\"6\" fill=\"#27C93F\" stroke=\"#1AAB29\" stroke-width=\".5\"><\/circle><\/g><\/svg><\/span><span role=\"button\" tabindex=\"0\" data-code=\"rembg i -m sam -x '{ &quot;sam_prompt&quot;: [{&quot;type&quot;: &quot;point&quot;, &quot;data&quot;: [724, 740], &quot;label&quot;: 1}] }' examples\/plants-1.jpg examples\/plants-1.out.png\" style=\"color:#D4D4D4;display:none\" aria-label=\"Copy\" class=\"code-block-pro-copy-button\"><svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" style=\"width:24px;height:24px\" fill=\"none\" viewBox=\"0 0 24 24\" stroke=\"currentColor\" stroke-width=\"2\"><path class=\"with-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2m-6 9l2 2 4-4\"><\/path><path class=\"without-check\" stroke-linecap=\"round\" stroke-linejoin=\"round\" d=\"M9 5H7a2 2 0 00-2 2v12a2 2 0 002 2h10a2 2 0 002-2V7a2 2 0 00-2-2h-2M9 5a2 2 0 002 2h2a2 2 0 002-2M9 5a2 2 0 012-2h2a2 2 0 012 2\"><\/path><\/svg><\/span><pre class=\"shiki dark-plus\" style=\"background-color: #1E1E1E\" tabindex=\"0\"><code><span class=\"line\"><span style=\"color: #DCDCAA\">rembg<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">i<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #569CD6\">-m<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">sam<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #569CD6\">-x<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">&#39;{ &quot;sam_prompt&quot;: [{&quot;type&quot;: &quot;point&quot;, &quot;data&quot;: [724, 740], &quot;label&quot;: 1}] }&#39;<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">examples\/plants-1.jpg<\/span><span style=\"color: #D4D4D4\"> <\/span><span style=\"color: #CE9178\">examples\/plants-1.out.png<\/span><\/span><\/code><\/pre><\/div>\n\n\n\n<p class=\"wp-block-paragraph\">prormpt\u306etype\u3092text\u306b\u3057\u305f\u3082\u306e\u3092\u63a2\u3057\u3066\u3044\u305f\u306e\u3067\u3059\u304c\u3001\u30e2\u30c7\u30eb\u3092\u51e6\u7406\u3057\u3066\u3044\u308b<a href=\"https:\/\/github.com\/danielgatis\/rembg\/blob\/main\/rembg\/sessions\/sam.py\">\u30e2\u30b8\u30e5\u30fc\u30eb(sam.py)<\/a>\u3092\u898b\u305f\u9650\u308a\u3067\u306f\u898b\u3064\u304b\u3089\u306a\u304b\u3063\u305f\u306e\u3067\u4eca\u56de\u306f\u672c\u5bb6\u306eFastSAM\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u3066\u4f7f\u3063\u3066\u307f\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u3000<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Install-3\"><\/span>Install<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e0b\u8a18\u306e\u30da\u30fc\u30b8\u306e\u901a\u308a\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-wp-embed is-provider-tech wp-block-embed-tech\"><div class=\"wp-block-embed__wrapper\">\n<blockquote class=\"wp-embedded-content\" data-secret=\"w7j0epPjqY\"><a href=\"https:\/\/elosove.com\/?p=671\">FastSAM\u3067\u52d5\u753b\u3092\u30de\u30b9\u30af\u8868\u793a\u3059\u308b<\/a><\/blockquote><iframe loading=\"lazy\" class=\"wp-embedded-content\" sandbox=\"allow-scripts\" security=\"restricted\" style=\"position: absolute; clip: rect(1px, 1px, 1px, 1px);\" title=\"&#8220;FastSAM\u3067\u52d5\u753b\u3092\u30de\u30b9\u30af\u8868\u793a\u3059\u308b&#8221; &#8212; \u6d41\u5c71\u304a\u304a\u305f\u304b\u306e\u68eeTech\u30d6\u30ed\u30b0\" src=\"https:\/\/elosove.com\/?p=671&#038;embed=true#?secret=jMicFv6RLY#?secret=w7j0epPjqY\" data-secret=\"w7j0epPjqY\" width=\"600\" height=\"338\" frameborder=\"0\" marginwidth=\"0\" marginheight=\"0\" scrolling=\"no\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d7\u30ed\u30f3\u30d7\u30c8\u306f\u4f55\u3082\u6307\u793a\u3057\u3066\u3044\u306a\u3044\u5834\u5408\u3001\u30a2\u30cb\u30e1\u30ad\u30e3\u30e9\u306e\u4f1d\u5bb6\u306e\u5b9d\u5200&#8221;a girl&#8221;\u30d7\u30ed\u30f3\u30d7\u30c8\u3092\u5165\u308c\u305f\u5834\u5408\u306e\uff12\u7a2e\u985e\u3092FastSAM-x.pt\u30e2\u30c7\u30eb\u306e\u65b9\u3067\u5b9f\u65bd\u3057\u307e\u3057\u305f\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%E7%B5%90%E6%9E%9C-3\"><\/span>\u7d50\u679c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u80cc\u666f\u9664\u53bb\u7528\u3067\u306f\u306a\u3044\u306e\u3067\u3059\u304c\u30d7\u30ed\u30f3\u30d7\u30c8\u6307\u793a\u7121\u3057\u7248(\u4e0a)\u306f\u670d\u3068\u6905\u5b50\u3092\u5206\u3051\u305f\u552f\u4e00\u306e\u30e2\u30c7\u30eb\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u30d7\u30ed\u30f3\u30d7\u30c8&#8221;a girl&#8221;\u3067\u306f\u9854\u306e\u4e0b\u534a\u5206\u306e\u307f\u306e\u691c\u77e5\u3067\u3057\u305f\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6d41\u77f3\u306b\u9069\u5f53\u3059\u304e\u305f\u306e\u304b\u3002\u3002\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"339\" src=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/fastSAMx-no-promt.png\" alt=\"\" class=\"wp-image-741\" srcset=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/fastSAMx-no-promt.png 600w, https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/fastSAMx-no-promt-300x170.png 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">no prompt<\/figcaption><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"600\" height=\"339\" src=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/fastSAM-agirl.png\" alt=\"\" class=\"wp-image-742\" srcset=\"https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/fastSAM-agirl.png 600w, https:\/\/elosove.com\/wp-content\/uploads\/2024\/03\/fastSAM-agirl-300x170.png 300w\" sizes=\"auto, (max-width: 600px) 100vw, 600px\" \/><figcaption class=\"wp-element-caption\">a girl<\/figcaption><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Rembg\u3067\u306f\u30a2\u30cb\u30e1\u7cfb\u306e\u80cc\u666f\u5207\u308a\u629c\u304d\u304c\u7518\u3044\u306e\u3067\u3001\u4eca\u56de\u306fRembg\u306e\u30e2\u30c7\u30eb\u3092Anime-Segmentation(isnet-anime)\u306b\u5207\u308a\u66ff\u3048\u3066\u4f7f\u3046\u5834\u5408\u3068\u672c\u5bb6\u306eAnime-Segmentation\u3092\u305d\u306e\u307e\u307e\u4f7f\u3063\u305f\u5834\u5408 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":752,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[25,30,31],"class_list":["post-722","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech","tag-fastsam","tag-rembg","tag-segmentation"],"_links":{"self":[{"href":"https:\/\/elosove.com\/index.php?rest_route=\/wp\/v2\/posts\/722","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/elosove.com\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/elosove.com\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/elosove.com\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/elosove.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=722"}],"version-history":[{"count":18,"href":"https:\/\/elosove.com\/index.php?rest_route=\/wp\/v2\/posts\/722\/revisions"}],"predecessor-version":[{"id":755,"href":"https:\/\/elosove.com\/index.php?rest_route=\/wp\/v2\/posts\/722\/revisions\/755"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/elosove.com\/index.php?rest_route=\/wp\/v2\/media\/752"}],"wp:attachment":[{"href":"https:\/\/elosove.com\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=722"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/elosove.com\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=722"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/elosove.com\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=722"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}