{"id":62688,"date":"2022-08-29T21:49:46","date_gmt":"2022-08-29T12:49:46","guid":{"rendered":"https:\/\/smilegate.ai\/?p=62688"},"modified":"2022-09-06T17:16:43","modified_gmt":"2022-09-06T08:16:43","slug":"%ec%bd%94%eb%94%a9%ec%97%86%ec%9d%b4-mobilefaceswap-%ec%9d%84-%ec%b2%b4%ed%97%98%ed%95%b4%eb%b3%b4%ec%9e%90","status":"publish","type":"post","link":"https:\/\/smilegate.ai\/cn\/2022\/08\/29\/%ec%bd%94%eb%94%a9%ec%97%86%ec%9d%b4-mobilefaceswap-%ec%9d%84-%ec%b2%b4%ed%97%98%ed%95%b4%eb%b3%b4%ec%9e%90\/","title":{"rendered":"\ucf54\ub529\uc5c6\uc774 MobileFaceSwap \uc744 \uccb4\ud5d8\ud574\ubcf4\uc790!"},"content":{"rendered":"<p>[\uc0dd\uc131\uc9c0\ub2a5\uac1c\ubc1c\ud300 \uc815\ud0dd\ud604]<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1080\" height=\"614\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/08\/fig_1.gif\" alt=\"\" class=\"wp-image-62691\"><figcaption><strong>Reference:\u00a0<a rel=\"noreferrer noopener\" href=\"https:\/\/github.com\/Seanseattle\/MobileFaceSwap\" target=\"_blank\">Official MobileFaceSwap<\/a>\u00a0[1]<\/strong><\/figcaption><\/figure>\n\n\n\n<p>\u3164<\/p>\n\n\n\n<p>MobileFaceSwap\uc740 AAAI 2022\uc5d0\uc11c \uacf5\uac1c\ub41c \uc624\ud508\uc18c\uc2a4 Face swap \ubaa8\ub378\ub85c, \uae30\uc874 Simswap, FaceShifter \ubaa8\ub378\uc744\u00a0Distillation \uae30\ubc18\uc758 \uacbd\ub7c9\ud654\ub97c \uc801\uc6a9\ud558\uc5ec \uc5f0\uc0b0 \uc18d\ub3c4\uc758 \uce21\uba74\uc5d0\uc11c\u00a0SOTA(State-of-the-art)\ub97c \ub2ec\uc131\ud55c \uac83\uc73c\ub85c \uc54c\ub824\uc838 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc2e4\uc81c\ub85c Original Simswap\uc774 107M Parameter\uc640 55.7G FLOPs\ub97c \uc694\uad6c\ud558\ub294 \uac83\uacfc \ube44\uad50\ud558\uc5ec MobileFaceSwap\uc740\u00a00.50M\uc758 Parameter\uc640\u00a00.33G FLOPs\ub85c \ub9e4\uc6b0 \ud070 \ucc28\uc774\ub97c \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\u3164<\/p>\n\n\n\n<p>\ubcf8 \ud3ec\uc2a4\ud305\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c MobileFaceSwap\uc744 \ub204\uad6c\ub098 \uccb4\ud5d8\ud574\ubcfc \uc218 \uc788\ub3c4\ub85d \uc81c\uc791\ub41c \uac04\ub2e8\ud55c \ud1a0\uc774 \ud504\ub85c\uc81d\ud2b8\uc640 \uc124\uba85\uc744 \uacf5\uc720 \ub4dc\ub9ac\uace0\uc790 \ud558\uba70, \uc774\ub97c \ud1b5\ud574 \ub9ce\uc740 \ubd84\ub4e4\uc774 \uc601\uac10\uc744 \ubc1b\ub294 \uae30\ud68c\uac00 \ub418\uc5c8\uc73c\uba74 \ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\u3164<\/p>\n\n\n\n<p class=\"has-large-font-size\"><strong>MobileFaceSwap\u00a0\uccb4\ud5d8\ud558\uae30\u00a0\ud83d\ude80<\/strong><\/p>\n\n\n\n<p>\u3164<\/p>\n\n\n\n<p><a href=\"https:\/\/colab.research.google.com\/drive\/1eTS_L5wm34LtxNohUdXEO24v71yHp2D8\" class=\"rank-math-link\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"140\" src=\"https:\/\/colab.research.google.com\/assets\/colab-badge.svg\" alt=\"\"><\/a>         <a href=\"https:\/\/github.com\/takhyun12\/MobileFaceSwap\" class=\"rank-math-link\" target=\"_blank\" rel=\"noopener\"><img decoding=\"async\" width=\"77\" src=\"http:\/\/img.shields.io\/badge\/-Github-black?style=flat-square&amp;logo=github&amp;link=https:\/\/github.com\/takhyun12?tab=repositories\" alt=\"\"><\/a><\/p>\n\n\n\n<p>\u3164<\/p>\n\n\n\n<p>\uad6c\uae00 \uacc4\uc815\ub9cc \uc788\ub2e4\uba74, \uc704&nbsp;<a href=\"https:\/\/colab.research.google.com\/drive\/1xpqi3DbBla8AyvTEtbKFL_w_NS7SbfiK\" rel=\"noreferrer noopener\" target=\"_blank\">\u5173\u8054<\/a>\uc5d0 \uc811\uc18d\ud558\uc5ec MobileFaceSwap\uc744 \uccb4\ud5d8\ud574 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ubcf8 Colab \ud1a0\uc774 \ud504\ub85c\uc81d\ud2b8\ub294 \uacf5\uc2dd\u00a0<strong><a rel=\"noreferrer noopener\" href=\"https:\/\/github.com\/Seanseattle\/MobileFaceSwap\" target=\"_blank\">MobileFaceSwap\u00a0Github<\/a><\/strong>\ub97c \uae30\ubc18\uc73c\ub85c \ud558\uba70,\u00a0\ub9ce\uc740 \ubd84\ub4e4\uc774 \uadc0\ucc2e\uc740 \ud658\uacbd \uc124\uc815\uc774\ub098 \ucf54\ub4dc \ubd84\uc11d \ub4f1\uc744 \ud558\uc9c0 \uc54a\uace0\ub3c4 \uc27d\uac8c \uccb4\ud5d8\ud574 \ubcfc \uc218 \uc788\ub3c4\ub85d \uc81c\uc791\ud558\uac8c \ub418\uc5c8\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\u3164<\/p>\n\n\n\n<p>Google Colab\uc758 \uc720\ub8cc \uacb0\uc81c\ub97c \ud558\uc9c0 \uc54a\uc544\ub3c4 \ubb34\ub8cc \ubc84\uc804\uc5d0\uc11c\ub3c4 \uc0ac\uc6a9\uc774 \uac00\ub2a5\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>Google Colab\uc5d0 \uc811\uc18d \ud6c4\uc5d0\ub294 \ubcc4\ub3c4\uc758 \uc124\uc815 \uc5c6\uc774, \uc544\ub798\uc758 \uadf8\ub9bc\uc5d0 \ud45c\uc2dc\ub41c [\uc2e4\ud589] \ubc84\ud2bc\uc744 \uc21c\ucc28\uc801\uc73c\ub85c \ub20c\ub7ec\uc8fc\uc2dc\uae30\ub9cc \ud558\uba74 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\u3164<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"944\" height=\"649\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/08\/manual_1-1.png\" alt=\"\" class=\"wp-image-62702\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/08\/manual_1-1.png 944w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/08\/manual_1-1-300x206.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/08\/manual_1-1-768x528.png 768w\" sizes=\"(max-width: 944px) 100vw, 944px\" \/><figcaption>\uc2e4\ud589 \ubc84\ud2bc\uc758 \uc704\uce58<\/figcaption><\/figure>\n\n\n\n<p>\u3164<\/p>\n\n\n\n<p>\uc774\ubbf8\uc9c0 \uc5c5\ub85c\ub4dc \ud30c\ud2b8\uc5d0\uc11c\ub294 \uc2e4\ud589 \ubc84\ud2bc \ud6c4 \ub098\ud0c0\ub098\ub294\u00a0[\ud30c\uc77c \uc120\ud0dd] \ubc84\ud2bc\uc744 \ud1b5\ud574 \uc6d0\ud558\ub294 \uc774\ubbf8\uc9c0\ub97c \uc5c5\ub85c\ub4dc\ud558\uc2dc\uba74 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\u3164<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1278\" height=\"809\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/08\/manual_2-1.png\" alt=\"\" class=\"wp-image-62704\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/08\/manual_2-1.png 1278w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/08\/manual_2-1-300x190.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/08\/manual_2-1-1024x648.png 1024w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/08\/manual_2-1-768x486.png 768w\" sizes=\"(max-width: 1278px) 100vw, 1278px\" \/><figcaption>\uc774\ubbf8\uc9c0 \uc5c5\ub85c\ub4dc \ubc84\ud2bc\uc758 \uc704\uce58<\/figcaption><\/figure>\n\n\n\n<p>\u3164<\/p>\n\n\n\n<p>\uc774\ud6c4, \uc2e4\ud589 \ud30c\ud2b8\uc5d0\uc11c\ub3c4&nbsp;[\uc2e4\ud589] \ubc84\ud2bc\ub9cc \ub204\ub974\uc2dc\uba74, \uc6d0\ud558\ub294 \uacb0\uacfc\ubb3c\uc774 \uc544\ub798\uc640 \uac19\uc774 \ud45c\uc2dc\ub418\ub294 \uac83\uc744 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\ub9cc\uc57d \ub2e4\ub978 \uc774\ubbf8\uc9c0\ub85c \ucd94\uac00 \uc2e4\ud5d8\uc744 \uc6d0\ud558\uc2dc\ub294 \uacbd\uc6b0, \uc774\ubbf8\uc9c0 \uc5c5\ub85c\ub4dc \ud30c\ud2b8\ubd80\ud130 \ub2e4\uc2dc \uc21c\ucc28\uc801\uc73c\ub85c \uc2e4\ud589 \ud558\uba74 \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\u3164<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1303\" height=\"724\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/08\/manual_3-1.png\" alt=\"\" class=\"wp-image-62705\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/08\/manual_3-1.png 1303w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/08\/manual_3-1-300x167.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/08\/manual_3-1-1024x569.png 1024w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/08\/manual_3-1-768x427.png 768w\" sizes=\"(max-width: 1303px) 100vw, 1303px\" \/><figcaption>\ucd5c\uc885\uc801\uc73c\ub85c Face swap\uc744 \uc2e4\ud589\ud558\ub294 \ubc29\ubc95<\/figcaption><\/figure>\n\n\n\n<p>\u3164<\/p>\n\n\n\n<p>\uc774\ucc98\ub7fc \ub300\ud45c\uc801\uc778 One-shot learning \uae30\ubc18\uc758 face swap \ubaa8\ub378 \uc911 \ud558\ub098\uc778&nbsp;MobileFaceSwap\uc758 \uc0ac\uc6a9\ubc95\uc744 \uacf5\uc720\ub4dc\ub838\ub294\ub370\uc694,<\/p>\n\n\n\n<p>MobileFaceSwap\uc5d0 \ub300\ud55c \uc790\uc138\ud55c \uae30\uc220\uc801 \uc815\ubcf4\uac00 \uad81\uae08\ud558\uc2dc\ub2e4\uba74,\u00a0<a rel=\"noreferrer noopener\" href=\"https:\/\/aaai-2022.virtualchair.net\/poster_aaai1391\" target=\"_blank\">\uc5ec\uae30<\/a>\uc5d0 \uc811\uc18d\ud558\uc5ec \uc790\uc138\ud55c \uc815\ubcf4\ub97c \uc5bb\uc73c\uc2e4 \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\u3164<\/p>\n\n\n\n<p>\uc774\ubc88\uc5d0 \uacf5\uc720 \ub4dc\ub9b0 Colab \ud504\ub85c\uc81d\ud2b8\ub294 \uc790\uc720\ub86d\uac8c \uc218\uc815 \ubc0f \ubc30\ud3ec \ud558\uc154\ub3c4 \ub418\uba70,\u00a0\ucef4\ud4e8\ud130 \ube44\uc804\uacfc \uad00\ub828\ub41c \ub2e4\uc591\ud55c \uae30\uc220\ub4e4\uc774 \uc870\ub9cc\uac04 \ucd94\uac00\ub85c \uc5c5\ub370\uc774\ud2b8 \ub420 \uc608\uc815\uc774\ub2c8 \ub9ce\uc740 \uae30\ub300 \ubd80\ud0c1\ub4dc\ub9bd\ub2c8\ub2e4\u00a0\ud83d\ude00<\/p>\n\n\n\n<p>\u3164<\/p>\n\n\n\n<p>\ub9cc\uc57d, \uad81\uae08\ud558\uc2e0 \uc810\uc774\ub098 \ud53c\ub4dc\ubc31\uc774 \uc788\uc73c\uc2dc\ub2e4\uba74 \uc5b8\uc81c\ub4e0&nbsp;<a href=\"mailto:tackhjung@smilegate.com\" rel=\"noreferrer noopener\" target=\"_blank\">tackhjung@smilegate.com<\/a>\uc73c\ub85c \ubb38\uc758 \uc8fc\uc138\uc694&nbsp;\ud83d\udce7<\/p>\n\n\n\n<p>\uac10\uc0ac\ud569\ub2c8\ub2e4.&nbsp;<\/p>\n\n\n\n<p>\u3164<\/p>\n\n\n\n<p class=\"has-large-font-size\"><strong>\u53c2\u8003<\/strong><\/p>\n\n\n\n<p><strong>[1]&nbsp;<a href=\"https:\/\/github.com\/Seanseattle\/MobileFaceSwap\" rel=\"noreferrer noopener\" target=\"_blank\">https:\/\/github.com\/Seanseattle\/MobileFaceSwap<\/a><\/strong><\/p>\n\n\n\n<p><strong>[2]&nbsp;<a href=\"https:\/\/aaai-2022.virtualchair.net\/poster_aaai1391\" rel=\"noreferrer noopener\" target=\"_blank\">https:\/\/aaai-2022.virtualchair.net\/poster_aaai1391<\/a><\/strong><\/p>\n\n\n\n<p><strong>[3]\u00a0<a rel=\"noreferrer noopener\" class=\"rank-math-link\" href=\"https:\/\/github.com\/neuralchen\/SimSwap\" target=\"_blank\">https:\/\/github.com\/neuralchen\/SimSwap<\/a><\/strong><\/p>\n<div class=\"likebtn_container\" style=\"\"><!-- LikeBtn.com BEGIN --><span class=\"likebtn-wrapper\"  data-identifier=\"post_62688\"  data-site_id=\"5f255b28943ec9a60bed08fd\"  data-lang=\"ko\"  data-dislike_enabled=\"false\"  data-icon_dislike_show=\"false\"  data-tooltip_enabled=\"false\"  data-white_label=\"true\"  data-rich_snippet=\"true\"  data-popup_disabled=\"true\"  data-i18n_like=\"Like\"  data-style=\"\"  data-unlike_allowed=\"\"  data-show_copyright=\"\"  data-item_url=\"https:\/\/smilegate.ai\/cn\/2022\/08\/29\/%ec%bd%94%eb%94%a9%ec%97%86%ec%9d%b4-mobilefaceswap-%ec%9d%84-%ec%b2%b4%ed%97%98%ed%95%b4%eb%b3%b4%ec%9e%90\/\"  data-item_title=\"\ucf54\ub529\uc5c6\uc774 MobileFaceSwap \uc744 \uccb4\ud5d8\ud574\ubcf4\uc790!\"  data-item_image=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/08\/thumnail.png\"  data-item_date=\"2022-08-29T21:49:46+09:00\"  data-engine=\"WordPress\"  data-plugin_v=\"2.6.55\"  data-prx=\"https:\/\/smilegate.ai\/wp-admin\/admin-ajax.php?action=likebtn_prx\"  data-event_handler=\"likebtn_eh\" ><\/span><!-- LikeBtn.com END --><\/div>","protected":false},"excerpt":{"rendered":"<p>[\uc0dd\uc131\uc9c0\ub2a5\uac1c\ubc1c\ud300 \uc815\ud0dd\ud604] \u3164 MobileFaceSwap\uc740 AAAI 2022\uc5d0\uc11c \uacf5\uac1c\ub41c \uc624\ud508\uc18c\uc2a4 Face swap \ubaa8\ub378\ub85c, \uae30\uc874 Simswap, FaceShifter \ubaa8\ub378\uc744\u00a0Distillation \uae30\ubc18\uc758 \uacbd\ub7c9\ud654\ub97c \uc801\uc6a9\ud558\uc5ec \uc5f0\uc0b0 \uc18d\ub3c4\uc758 \uce21\uba74\uc5d0\uc11c\u00a0SOTA(State-of-the-art)\ub97c \ub2ec\uc131\ud55c \uac83\uc73c\ub85c \uc54c\ub824\uc838 \uc788\uc2b5\ub2c8\ub2e4. \uc2e4\uc81c\ub85c Original Simswap\uc774 107M Parameter\uc640 55.7G FLOPs\ub97c \uc694\uad6c\ud558\ub294 \uac83\uacfc \ube44\uad50\ud558\uc5ec MobileFaceSwap\uc740\u00a00.50M\uc758 Parameter\uc640\u00a00.33G FLOPs\ub85c \ub9e4\uc6b0 \ud070 \ucc28\uc774\ub97c \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \u3164 \ubcf8 \ud3ec\uc2a4\ud305\uc5d0\uc11c\ub294 \uc774\ub7ec\ud55c MobileFaceSwap\uc744 \ub204\uad6c\ub098 \uccb4\ud5d8\ud574\ubcfc \uc218 \uc788\ub3c4\ub85d \uc81c\uc791\ub41c \uac04\ub2e8\ud55c&hellip;<\/p>\n<div class=\"likebtn_container\" style=\"\"><!-- LikeBtn.com BEGIN --><span class=\"likebtn-wrapper\"  data-identifier=\"post_62688\"  data-site_id=\"5f255b28943ec9a60bed08fd\"  data-lang=\"ko\"  data-dislike_enabled=\"false\"  data-icon_dislike_show=\"false\"  data-tooltip_enabled=\"false\"  data-white_label=\"true\"  data-rich_snippet=\"true\"  data-popup_disabled=\"true\"  data-i18n_like=\"Like\"  data-style=\"\"  data-unlike_allowed=\"\"  data-show_copyright=\"\"  data-item_url=\"https:\/\/smilegate.ai\/cn\/2022\/08\/29\/%ec%bd%94%eb%94%a9%ec%97%86%ec%9d%b4-mobilefaceswap-%ec%9d%84-%ec%b2%b4%ed%97%98%ed%95%b4%eb%b3%b4%ec%9e%90\/\"  data-item_title=\"\ucf54\ub529\uc5c6\uc774 MobileFaceSwap \uc744 \uccb4\ud5d8\ud574\ubcf4\uc790!\"  data-item_image=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/08\/thumnail.png\"  data-item_date=\"2022-08-29T21:49:46+09:00\"  data-engine=\"WordPress\"  data-plugin_v=\"2.6.55\"  data-prx=\"https:\/\/smilegate.ai\/wp-admin\/admin-ajax.php?action=likebtn_prx\"  data-event_handler=\"likebtn_eh\" ><\/span><!-- LikeBtn.com END --><\/div>","protected":false},"author":1,"featured_media":62689,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"categories":[16,19,196],"tags":[188],"class_list":["post-62688","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech01","category-tech04","category-code","tag-featured","category-16","category-19","category-196","description-off"],"_links":{"self":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/62688","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/comments?post=62688"}],"version-history":[{"count":18,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/62688\/revisions"}],"predecessor-version":[{"id":62711,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/62688\/revisions\/62711"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/media\/62689"}],"wp:attachment":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/media?parent=62688"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/categories?post=62688"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/tags?post=62688"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}