{"id":62714,"date":"2022-09-04T16:19:24","date_gmt":"2022-09-04T07:19:24","guid":{"rendered":"https:\/\/smilegate.ai\/?p=62714"},"modified":"2022-09-04T16:19:27","modified_gmt":"2022-09-04T07:19:27","slug":"dreambooth-personalized-text-to-image-diffusion-model","status":"publish","type":"post","link":"https:\/\/smilegate.ai\/cn\/2022\/09\/04\/dreambooth-personalized-text-to-image-diffusion-model\/","title":{"rendered":"DreamBooth: Personalized text-to-image diffusion model"},"content":{"rendered":"<p class=\"has-text-align-center\" style=\"font-size:12px\">\uc378\ub124\uc77c \ucd9c\ucc98: <a href=\"https:\/\/dreambooth.github.io\/\" class=\"rank-math-link\" target=\"_blank\" rel=\"noopener\">Dreambooth<\/a><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>[\uac00\uc0c1\uc0dd\uba85\uc5f0\uad6c\ud300 \uc2ec\ud64d\ub9e4]<\/p>\n\n\n\n<p>\uc62c\ud574 5\uc6d4\uc5d0 \uad6c\uae00\uc5d0\uc11c\ub294 \ud14d\uc2a4\ud2b8 \uc785\ub825\uc744 \uae30\ubc18\uc73c\ub85c \uc0ac\uc2e4\uc801\uc778 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\ub294 \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \ud655\uc0b0 \ubaa8\ub378(Diffusion Model)\uc778&nbsp;<a rel=\"noreferrer noopener\" href=\"https:\/\/imagen.research.google\/\" target=\"_blank\">Imagen<\/a>\uc744 \uacf5\uac1c\ud558\uc600\ub294\ub370\uc694, \uba87\uac1c\uc6d4\uc774 \uc9c0\ub09c \ucd5c\uadfc\uc5d0\ub294 \uc0ac\uc6a9\uc790\uac00 \uc785\ub825\ud55c \uac1c\uccb4(subject)\ub97c \uc774\ud574\ud558\uace0, \ud574\ub2f9 \uac1c\uccb4 \uae30\ubc18\uc73c\ub85c \ub2e4\uc591\ud55c \ud615\ud0dc\uc758 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131 \ud560 \uc218 \uc788\ub294 <strong>\uac1c\uc778\ud654<\/strong>\uac00 \uac00\ub2a5\ud55c \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \uc0dd\uc131 \ubaa8\ub378 <a class=\"rank-math-link\" href=\"https:\/\/dreambooth.github.io\/\" target=\"_blank\" rel=\"noopener\">DreamBooth <\/a>\ub97c \uacf5\uac1c\ud558\uc600\uc2b5\ub2c8\ub2e4.  <\/p>\n\n\n\n<p>DALL-E2, Stable Diffusion, Imagen \ubc0f Midjourney  \ub4f1 \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \ub3c4\uad6c\ub4e4\ub3c4 \uc8fc\uc5b4\uc9c4 \ud14d\uc2a4\ud2b8\uc5d0 \ub530\ub77c \uace0\ud488\uc9c8\uc758 \ub2e4\uc591\ud55c \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc774\ub7ec\ud55c \ucd5c\uc2e0 \ubaa8\ub378\ub4e4\uc740 reference \uc138\ud2b8\uc5d0\uc11c \uc0ac\uc6a9\uc790\uac00 \uc6d0\ud558\ub294 subject\ub97c \ubaa8\ubc29\ud558\uace0 \ub2e4\ub978 \ub9e5\ub77d\uc5d0\uc11c \ud574\ub2f9 subject\uc758 \uc0c8\ub85c\uc6b4 \ud45c\ud604\uc744 \ud569\uc131\ud558\ub294 \ub2a5\ub825\uc774 \ubd80\uc871\ud569\ub2c8\ub2e4.<\/p>\n\n\n\n<p>\uc608\ub97c \ub4e4\uc5b4 \uc544\ub798 [\uadf8\ub9bc 1] \uc2dc\uacc4 \uc774\ubbf8\uc9c0(\uc2dc\uacc4\ud310 \uc624\ub978\ucabd\uc5d0 \ub178\ub780\uc0c9 \uc22b\uc790 3 \ud06c\uac8c \ud45c\uae30\ub428)\uc758 \uacbd\uc6b0 Imagen, Dall\u00b7E 2 \ub4f1\uacfc \uac19\uc740 \ubaa8\ub378\uc740 \uc2dc\uacc4 \ubaa8\uc591, \uae30\ub2a5\uc5d0 \ub300\ud55c \uc124\uba85\uc744 \ud14d\uc2a4\ud2b8\ub85c \ucd94\uac00\ud568\uc5d0\ub3c4 \ubd88\uad6c\ud558\uace0 \uc218\uc2ed \ubc88 \ubc18\ubcf5 \uc0dd\uc131 \ud55c \ud6c4\uc5d0\ub3c4 \uc5ec\uc804\ud788 \uae30\uc874\uc758 \uc2dc\uacc4 \ubaa8\uc591\uc744 \uc7ac \uad6c\uc131\ud560 \uc218\ub294  \uc5c6\uc5c8\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/dreambooth.github.io\/DreamBooth_files\/background.png\" alt=\"\"><figcaption>[\uadf8\ub9bc 1] \uc785\ub825\ud55c \uc774\ubbf8\uc9c0\/\ud14d\uc2a4\ud2b8\ub97c \uae30\ubc18\uc73c\ub85c \ub2e4\uc591\ud55c \ubaa8\ub378\uc744 \ud1b5\ud574 \uc774\ubbf8\uc9c0 \uc0dd\uc131 (\ucc38\uace0: <a class=\"rank-math-link\" href=\"https:\/\/dreambooth.github.io\/\" target=\"_blank\" rel=\"noopener\">DreamBooth)<\/a><\/figcaption><\/figure>\n\n\n\n<p>\uc704\uc758 \ubb38\uc81c\ub97c \uac1c\uc120\ud558\uae30 \uc704\ud558\uc5ec Google \uc5f0\uad6c\uc6d0 <a href=\"https:\/\/natanielruiz.github.io\/\" class=\"rank-math-link\" target=\"_blank\" rel=\"noopener\">Nataniel Ruiz<\/a> \ub4f1\uc740 Imagen \ubaa8\ub378\uc744 fine tuning\ud558\uc5ec \uc774\ubbf8\uc9c0\uc5d0\uc11c \uc2e4\uc81c \uac1d\uccb4\ub97c \uc0ac\uc2e4\uc801\uc73c\ub85c \ubcf5\uc6d0\ud558\ub294 \uae30\ub2a5\uc744 \uad6c\ud604\ud588\uc2b5\ub2c8\ub2e4. \uc704 \uc0ac\uc9c4 \uc911 \ub9e8 \uc624\ub978\ucabd\uc5d0  \uc0c8\ub85c\uc6b4 \ubaa8\ub378 Dreambooth\uac00 \uc0dd\uc131\ud55c \uc0ac\uc9c4 \ub0b4 \uc2dc\uacc4\uc5d0\uc11c \uc22b\uc790 3\uc758 \uc704\uce58\ub97c \ub354 \uc798 \ubcf5\uc6d0\ud55c \uac78 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4.<\/p>\n\n\n\n<p>DreamBooth\uc758 \uac00\uc7a5 \ud070 \ud2b9\uc9d5\uc740 \ubc14\ub85c \uac1c\uc778\ud654\uac00 \uac00\ub2a5\ud55c \uac83\uc778\ub370\uc694, \uc774\ub7ec\ud55c \uac1c\uc778\ud654\ub97c \ud45c\ud604\ud558\uae30 \uc704\ud574\uc120 subject\uc5d0 &#8220;\uace0\uc720 \uc2dd\ubcc4\uc790&#8221;\ub97c \ucd94\uac00\ud558\ub294 \ubc29\ubc95\uc744 \uc774\uc6a9\ud558\uc600\uc2b5\ub2c8\ub2e4.  \uc989 \uc6d0\ubcf8 \uc774\ubbf8\uc9c0 \uc0dd\uc131 \ubaa8\ub378\uc5d0\uc11c\ub294 [cat], [dog]\ub4f1\uacfc \uac19\uc740 \uac1c\uccb4\uc758 \uc720\ud615(class)\ub9cc \uc785\ub825\uc73c\ub85c \ubc1b\uc9c0\ub9cc, Dreambooth\ub294 \uac1c\uccb4\ub97c \ud45c\ud604\ud560 \uc218 \uc788\ub294 \uc774\ubbf8\uc9c0 \uc0ac\uc9c4\uacfc \uac1c\uccb4\uc758 \uc720\ud615(class)\uc744 \uc785\ub825 \uc815\ubcf4\ub85c \uc0ac\uc6a9\ud558\uc5ec fine tuning\ud568\uc73c\ub85c\uc368 \uc55e\uc758 \uac1c\uccb4\ub97c  &#8220;\uace0\uc720 \uc2dd\ubcc4\uc790&#8221; [V] \ub85c \uc778\ucf54\ub529\ud55c  \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \ud655\uc0b0 \ubaa8\ub378\uc744 \uc5bb\uc2b5\ub2c8\ub2e4. \uc544\ub798 \uadf8\ub9bc\uc744 \uc608\ub85c \ub4e4\uba74, \uc0ac\uc6a9\uc790\uac00 3\uac1c\uc758 \uac15\uc544\uc9c0 \uc0ac\uc9c4\uacfc \uadf8\uc5d0 \ub300\uc751\ub418\ub294 \ud074\ub798\uc2a4 \uc774\ub984 (\uc608:&#8221;dog&#8221;)\ub97c \uc785\ub825 \uc815\ubcf4\ub85c \uc0ac\uc6a9\ud558\uc5ec \uac15\uc544\uc9c0 \uc815\ubcf4\ub97c \ud45c\ud604\ud55c &#8220;\uace0\uc720 \uc2dd\ubcc4\uc790&#8221;[V]\uc640 \ud574\ub2f9 [v]\uc815\ubcf4\ub97c \uc778\ucf54\ub529\ud55c fine tuning\/\uac1c\uc778\ud654\ub41c \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \ud655\uc0b0 \ubaa8\ub378\uc744 \uc5bb\uc2b5\ub2c8\ub2e4. \ucd94\ub860 \uc2dc \uc0ac\uc9c4 \ub0b4\uc758 \uac15\uc544\uc9c0 \uc815\ubcf4\ub97c &#8220;a [V] dog&#8221;\ub85c \ud45c\ud604\ud558\uace0 \ucd94\uac00\ub85c  \uc0dd\uc131\ud558\uace0\uc790 \ud558\ub294 \ud14d\uc2a4\ud2b8\ub97c \uc785\ub825 \uc815\ubcf4\ub85c  \uc0ac\uc6a9\ud568\uc73c\ub85c\uc368 \ud574\ub2f9 \uac1c\uccb4\uac00 \ud3ec\ud568\ub41c \uc6d0\ud558\ub294  \uc774\ubbf8\uc9c0\ub4e4\uc744 \uc0dd\uc131 \ud560 \uc218 \uc788\uac8c \ub429\ub2c8\ub2e4.<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/dreambooth.github.io\/DreamBooth_files\/high_level.png\" alt=\"\"><figcaption>[\uadf8\ub9bc 2] Dream booth \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \uc0dd\uc131 method overview (\ucc38\uace0: <a href=\"https:\/\/dreambooth.github.io\/\" target=\"_blank\" rel=\"noopener\">DreamBooth)<\/a><\/figcaption><\/figure>\n\n\n\n<p> <\/p>\n\n\n\n<p>Dreambooth\ub294 \uac1c\uc778\ud654\uac00 \uac00\ub2a5\ud55c \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \ud655\uc0b0 \ubaa8\ub378\ub85c\uc11c \ub2e4\uc591\ud55c \uc0dd\uc131 \ub2a5\ub825\uc744 \uac16\uace0 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<p>\uc544\ub798 \uadf8\ub9bc\ub97c \ubcf4\uba74 \uc0ac\uc6a9\uc790\uac00 \uc0dd\uc131\ud558\uace0 \uc2f6\uc740 \uac15\uc544\uc9c0\uc758 \uc774\ubbf8\uc9c0 \uc0ac\uc9c4 4\uc7a5 \uc815\ub3c4\ub97c \uc785\ub825\ud558\uace0 , &#8220;in the acropolis&#8221;\ub97c \uc785\ub825\ud558\uba74 \uc0ac\uc6a9\uc790\uac00 \uc9c0\uc815\ud55c \uac15\uc544\uc9c0\uac00 acropolis\uc5d0 \uc788\ub294 \uc774\ubbf8\uc9c0\uac00 \uc0dd\uc131 \ub41c \uac78 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc678\uc5d0\ub3c4 &#8220;swimming&#8221;, &#8220;getting a haircut&#8221; \uc5d0 \ub300\ud574\uc11c\ub3c4 \ubaa8\ub450 \uae30\uc874\uc758 \uac15\uc544\uc9c0 \ud45c\ud604\uc744 \uc720\uc9c0\ud558\uba74\uc11c \uc785\ub825\ud55c \ud14d\uc2a4\ud2b8 \ud45c\ud604\uc5d0 \ub300\uc751\ub418\ub294 \uc774\ubbf8\uc9c0\uac00 \uc790\uc5f0\uc2a4\ub7fd\uac8c  \uc0dd\uc131\ub41c \uac78 \ubcfc \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/dreambooth.github.io\/DreamBooth_files\/teaser_static.jpg\" alt=\"\"><figcaption>[\uadf8\ub9bc 3] Dreambooth\ub97c \ud1b5\ud574 \uc0dd\uc131 \ub41c \uc774\ubbf8\uc9c0(\ucc38\uace0: <a class=\"rank-math-link\" href=\"https:\/\/dreambooth.github.io\/\" target=\"_blank\" rel=\"noopener\">DreamBooth)<\/a><\/figcaption><\/figure>\n\n\n\n<p>\ub9cc\uc57d \ub2f9\uc2e0\uc774 \ubc18\ub824\ub3d9\ubb3c\uc744 \uae30\ub974\uace0 \uc788\ub2e4\uba74,  Dreambooth\uc758 &#8220;\ubc30\uacbd \uc804\ud658 \ub2a5\ub825&#8221;\uc744 \uc774\uc6a9\ud558\uc5ec \uc9d1\uc744 \ub5a0\ub098\uc9c0 \uc54a\uace0\ub3c4 \ubc18\ub824\ub3d9\ubb3c\uc744 \ud6c4\uc9c0\uc0b0\uc774\ub098, \ubca0\ub974\uc0ac\uc720 \uad81\uc804 \ub4f1\uc73c\ub85c \ub79c\uc120 \uc138\uacc4 \uc5ec\ud589\uc744 \ubcf4\ub0bc \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/image-1.png\" alt=\"\" class=\"wp-image-62717\" width=\"1097\" height=\"477\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/image-1.png 998w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/image-1-300x130.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/image-1-768x334.png 768w\" sizes=\"(max-width: 1097px) 100vw, 1097px\" \/><figcaption>[\uadf8\ub9bc 4] Dreambooth\ub97c \ud1b5\ud574 \uc0dd\uc131 \ub41c \uc774\ubbf8\uc9c0(\ucc38\uace0: <a href=\"https:\/\/dreambooth.github.io\/\" target=\"_blank\" rel=\"noopener\">DreamBooth<\/a>)<\/figcaption><\/figure>\n\n\n\n<p>\ubfd0\ub9cc \uc544\ub2c8\ub77c \ubc18\ub824\ub3d9\ubb3c\uc758 \uc6c0\uc9c1\uc784\uacfc \ud45c\uc815\ub3c4 \uc784\uc758\ub85c \uc9c0\uc815\ud560 \uc218 \uc788\uc5b4 \ub9d0 \ud55c\ub9c8\ub514 \ub9cc\uc73c\ub85c\ub3c4 \ubc18\ub824\ub3d9\ubb3c\uc758 \ubaa8\ub4e0 \uac00\ub2a5\ud55c \uc0c1\ud669\ub4e4\uc744 \uc774\ubbf8\uc9c0\ub85c \uc0dd\uc131 \ud560 \uc218 \uac00 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<figure class=\"wp-block-image is-resized\"><img decoding=\"async\" src=\"https:\/\/n.sinaimg.cn\/sinakd20220827s\/752\/w1080h472\/20220827\/b06a-f8b0043db4a6be943c3e001b9512695e.png\" alt=\"\" width=\"1080\" height=\"472\"><figcaption>[\uadf8\ub9bc 5] Dreambooth\ub97c \ud1b5\ud574 \uc0dd\uc131 \ub41c \uc774\ubbf8\uc9c0(\ucc38\uace0: <a href=\"https:\/\/dreambooth.github.io\/\" target=\"_blank\" rel=\"noopener\">DreamBooth<\/a>)<\/figcaption><\/figure>\n\n\n\n<p>\uc704\uc758 &#8220;\uae30\ubcf8 \uc0dd\uc131&#8221; \uc678\uc5d0\ub3c4 DreamBooth\ub294 &#8220;\ud544\ud130 \ucd94\uac00&#8221;\uc640 \uac19\uc774 \uc0ac\uc9c4\uc744 \ub2e4\uc591\ud55c \uc2a4\ud0c0\uc77c\ub85c  \ubcc0\uacbd\ud560 \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc608\ub97c \ub4e4\uc5b4 \uc544\ub798\uc640 \uac19\uc774 \uc0ac\uc2e4\uc801\uc778 \uac15\uc544\uc9c0 \uc0ac\uc9c4\uc5d0 \ub300\ud558\uc5ec  &#8220;\uc138\uacc4 \uba85\ud654 &#8221; \uc2a4\ud0c0\uc77c\ub85c\ub3c4 \ubcc0\uacbd\uc744 \ud558\uac70\ub098  &#8220;\uc545\uc138\uc0ac\ub9ac&#8221;\ub97c \ucd94\uac00\ud558\uc5ec \ub2e4\uc591\ud55c \uc2a4\ud0c0\uc77c\ub85c \ucf54\uc2a4\ud504\ub808\uc774\uac00 \uac00\ub2a5\ud569\ub2c8\ub2e4. <\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/dream_booth1-1024x243.png\" alt=\"\" class=\"wp-image-62718\" width=\"1100\" height=\"261\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/dream_booth1-1024x243.png 1024w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/dream_booth1-300x71.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/dream_booth1-768x182.png 768w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/dream_booth1-1536x364.png 1536w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/dream_booth1-2048x485.png 2048w\" sizes=\"(max-width: 1100px) 100vw, 1100px\" \/><figcaption>[\uadf8\ub9bc 6] Dreambooth\ub97c \ud1b5\ud574 \uc0dd\uc131 \ub41c \uc774\ubbf8\uc9c0(\ucc38\uace0: <a href=\"https:\/\/dreambooth.github.io\/\" target=\"_blank\" rel=\"noopener\">DreamBooth)<\/a><\/figcaption><\/figure>\n\n\n\n<p>\ub3d9\ubb3c\ubfd0\ub9cc \uc544\ub2c8\ub77c \uc120\uae00\ub77c\uc2a4, \ud559\uad50 \uac00\ubc29, \uaf43\ubcd1\uacfc \uac19\uc740 \ub2e4\ub978 \ubb3c\uac74\uc5d0 \ub300\ud574\uc11c\ub3c4 \ub9ac\uc5bc\ud55c \uc774\ubbf8\uc9c0\ub4e4\ub3c4 \uc0dd\uc131\ud560 \uc218 \uc788\uc5b4 \uc0ac\uc6a9\uc790\ub4e4\uc5d0\uac8c \ucc3d\uc758\uc131\uc744 \ubc1c\ud718\ud558\uc5ec \ubb34\uad81\ubb34\uc9c4\ud55c \uc0c8\ub85c\uc6b4 \uc791\ud488\uc744 \uc0dd\uc131 \ud560 \uc218 \uc788\ub3c4\ub85d \ub3c4\uc6c0\uc744 \uc904 \uc218 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/image.png\" alt=\"\" class=\"wp-image-62715\" width=\"1096\" height=\"483\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/image.png 998w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/image-300x132.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/image-768x339.png 768w\" sizes=\"(max-width: 1096px) 100vw, 1096px\" \/><figcaption>[\uadf8\ub9bc 7] Dreambooth\ub97c \ud1b5\ud574 \uc0dd\uc131 \ub41c \uc774\ubbf8\uc9c0(\ucc38\uace0: <a class=\"rank-math-link\" href=\"https:\/\/dreambooth.github.io\/\" target=\"_blank\" rel=\"noopener\">DreamBooth)<\/a><\/figcaption><\/figure>\n\n\n\n<p>Dreambooth\ub294 \ud55c\uacc4\uc810\ub4e4\ub3c4 \uc874\uc7ac\ud558\ub294\ub370\uc694, \uc544\ub798 \uadf8\ub9bc\uacfc \uac19\uc774 \u201ca [V] backpack in the ISS\u201d \ubc0f \u201ca [V] backpack on the moon\u201d  \uc640 \uac19\uc740 \ud504\ub86c\ud504\ud2b8\uc5d0 \ub300\ud574\uc11c\ub294 \uc774\ubbf8\uc9c0\ub97c \uc798 \uc0dd\uc131\ud558\uc9c0 \ubabb\ud558\ub294\ub370\uc694, \ub17c\ubb38\uc5d0\uc11c\ub294 \uac00\uc7a5 \ud070 \uc6d0\uc778\uc740 , \ubaa8\ub378\uc5d0 \ud504\ub86c\ud504\ud2b8\uc640 \uad00\ub828 \ub41c \ud559\uc2b5 \ub370\uc774\ud130\uac00 \uc801\uae30 \ub54c\ubb38\uc774\ub77c\uace0 \uc81c\uc758\ub97c \ud558\uace0 \uc788\uc2b5\ub2c8\ub2e4. \ub610\ub2e4\ub978 \uc774\uc288\ub294 \uc544\ub798 \uadf8\ub9bc \uc911 (b)\uc640 \uac19\uc774 \uc785\ub825\ud55c \uc774\ubbf8\uc9c0\uc758 \uac1c\uccb4\uc640 \ud504\ub86c\ud504\ud2b8\uc758 \ub0b4\uc6a9\uc774 \uc5bd\ud798(entanglement) \ud604\uc0c1\uc774 \ubc1c\uc0dd\ud568\uc73c\ub85c\uc368 \uac1c\uccb4\uc5d0 \ub300\ud55c \ubaa8\uc591 \ub4f1\uc774 \ubcc0\uacbd\ub418\ub294 \ucf00\uc774\uc2a4\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \uc774\uc678\uc5d0\ub3c4 \ud504\ub86c\ud504\ud2b8\uac00 \uc5c5\ub85c\ub4dc\ud55c \uc2e4\uc81c \uc774\ubbf8\uc9c0\uc640 \uc124\uc815\uc774 \uc720\uc0ac\ud560 \uc2dc\uc5d0\ub294 \uacfc\uc801\ud569 \ud604\uc0c1\uc774 \ubc1c\uc0dd\ud558\ub294 \uacbd\uc6b0\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. <\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img decoding=\"async\" src=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/image-3.png\" alt=\"\" class=\"wp-image-62722\" width=\"1100\" height=\"238\" srcset=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/image-3.png 875w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/image-3-300x65.png 300w, https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/image-3-768x166.png 768w\" sizes=\"(max-width: 1100px) 100vw, 1100px\" \/><figcaption>[\uadf8\ub9bc 8] Dreambooth\ub97c \ud1b5\ud574 \uc0dd\uc131 \ub41c \uc774\ubbf8\uc9c0 &#8211; \uc2e4\ud328\ud55c \ucf00\uc774\uc2a4 (\ucc38\uace0: <a href=\"https:\/\/dreambooth.github.io\/\" target=\"_blank\" rel=\"noopener\">DreamBooth)<\/a><\/figcaption><\/figure>\n\n\n\n<p>\ub300\ubd80\ubd84\uc758 \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \uc0dd\uc131 \ubaa8\ub378\uc740 \ub2e8\uc77c \ud14d\uc2a4\ud2b8 \uc785\ub825\uc744 \uae30\ubc18\uc73c\ub85c \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud558\uc9c0\ub9cc, DreamBooth\ub294 \uc0dd\uc131\ud558\uace0\uc790 \ud558\ub294 \uac1c\uccb4\uac00 \ucea1\uccd0\ub41c \uc774\ubbf8\uc9c0 3~5\uac1c\ub9cc \uc785\ub825\ud558\uba74 \uac1c\uccb4\uc758 \ud2b9\uc9d5\uc744 \uc720\uc9c0\ud558\uba74\uc11c \ub2e4\uc591\ud55c \uad00\uc810\uc5d0\uc11c \uc774\ubbf8\uc9c0\ub97c \uc7ac\ud604\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ubb3c\ub860 \uc77c\ubd80 \uc545\uc758\uc801\uc778 \uc0ac\uc6a9\uc790\ub4e4\uc740 \uc774\ub807\uac8c \uc0dd\uc131 \ub41c \uc774\ubbf8\uc9c0\ub97c \uc0ac\uc6a9\ud558\uc5ec \ub300\uc911\uc744 \uc18d\uc77c \uc218\ub3c4 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \ud574\ub2f9 \ubb38\uc81c\ub294 \uae30\ud0c0 \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \uc0dd\uc131 \ubaa8\ub378\uc774\ub098, \ucf58\ud150\uce20 \uc0dd\uc131 \uae30\uc220 \uad00\ub828 \ubd84\uc57c\uc5d0\uc11c\ub3c4 \ud574\uacb0\ud574\uc57c \ud560 \uacf5\ud1b5\uc801\uc778 \ubb38\uc81c\uc785\ub2c8\ub2e4. \ud5a5\ud6c4 \ud2b9\ud788 \uac1c\uc778\ud654 \uc0dd\uc131 \uad00\ub828 \uc5f0\uad6c \uc2dc\uc5d0\ub294 \uc704\uc758 \uc774\ub7ec\ud55c \ubb38\uc81c\uc810\ub4e4\uc744 \uc778\uc2dd\ud558\uace0 \uac1c\uc120\uc744 \ud558\uae30 \uc704\ud574\uc11c\ub294 \uc9c0\uc18d\uc801\uc73c\ub85c \ub178\ub825\uc744 \uae30\uc6b8\uc5ec\uc57c \ud560 \uac83 \uac19\uc2b5\ub2c8\ub2e4! <\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><\/p>\n\n\n\n<p><br><br>\u53c2\u8003<\/p>\n\n\n\n<p>https:\/\/dreambooth.github.io\/<br>https:\/\/arxiv.org\/pdf\/2208.12242.pdf<br>https:\/\/analyticsindiamag.com\/google-just-stepped-up-the-game-for-text-to-image-ai\/<\/p>\n<div class=\"likebtn_container\" style=\"\"><!-- LikeBtn.com BEGIN --><span class=\"likebtn-wrapper\"  data-identifier=\"post_62714\"  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\/09\/04\/dreambooth-personalized-text-to-image-diffusion-model\/\"  data-item_title=\"DreamBooth: Personalized text-to-image diffusion model\"  data-item_image=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/dreammbooth.jpg\"  data-item_date=\"2022-09-04T16:19:24+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>[\uac00\uc0c1\uc0dd\uba85\uc5f0\uad6c\ud300 \uc2ec\ud64d\ub9e4]<br \/>\n\uc62c\ud574 5\uc6d4\uc5d0 \uad6c\uae00\uc5d0\uc11c\ub294 \ud14d\uc2a4\ud2b8 \uc785\ub825\uc744 \uae30\ubc18\uc73c\ub85c \uc0ac\uc2e4\uc801\uc778 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131\ud560 \uc218 \uc788\ub294 \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \ud655\uc0b0 \ubaa8\ub378(Diffusion Model)\uc778 Imagen\uc744 \uacf5\uac1c\ud558\uc600\ub294\ub370\uc694, \uba87\uac1c\uc6d4\uc774 \uc9c0\ub09c \ucd5c\uadfc\uc5d0\ub294 \uc0ac\uc6a9\uc790\uac00 \uc785\ub825\ud55c \uac1c\uccb4(subject)\ub97c \uc774\ud574\ud558\uace0, \ud574\ub2f9 \uac1c\uccb4 \uae30\ubc18\uc73c\ub85c \ub2e4\uc591\ud55c \ud615\ud0dc\uc758 \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131 \ud560 \uc218 \uc788\ub294 \uac1c\uc778\ud654\uac00 \uac00\ub2a5\ud55c \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \uc0dd\uc131 \ubaa8\ub378 DreamBooth \ub97c \uacf5\uac1c\ud558\uc600\uc2b5\ub2c8\ub2e4.<br \/>\nDALL-E2, Stable Diffusion, Imagen \ubc0f Midjourney  \ub4f1 \ud14d\uc2a4\ud2b8-\uc774\ubbf8\uc9c0 \ub3c4\uad6c\ub4e4\ub3c4 \uc8fc\uc5b4\uc9c4 \ud14d\uc2a4\ud2b8\uc5d0 \ub530\ub77c \uace0\ud488\uc9c8\uc758 \ub2e4\uc591\ud55c \uc774\ubbf8\uc9c0\ub97c \uc0dd\uc131 \ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4. \ud558\uc9c0\ub9cc \uc774\ub7ec\ud55c \ucd5c\uc2e0 \ubaa8\ub378\ub4e4\uc740 reference \uc138\ud2b8\uc5d0\uc11c \uc0ac\uc6a9\uc790\uac00 \uc6d0\ud558\ub294 subject\ub97c \ubaa8\ubc29\ud558\uace0 \ub2e4\ub978 \ub9e5\ub77d\uc5d0\uc11c \ud574\ub2f9 subject\uc758 \uc0c8\ub85c\uc6b4 \ud45c\ud604\uc744 \ud569\uc131\ud558\ub294 \ub2a5\ub825\uc774 \ubd80\uc871\ud569\ub2c8\ub2e4.<\/p>\n<div class=\"likebtn_container\" style=\"\"><!-- LikeBtn.com BEGIN --><span class=\"likebtn-wrapper\"  data-identifier=\"post_62714\"  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\/09\/04\/dreambooth-personalized-text-to-image-diffusion-model\/\"  data-item_title=\"DreamBooth: Personalized text-to-image diffusion model\"  data-item_image=\"https:\/\/smilegate.ai\/wp-content\/uploads\/2022\/09\/dreammbooth.jpg\"  data-item_date=\"2022-09-04T16:19:24+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":62724,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"rank_math_lock_modified_date":false,"footnotes":""},"categories":[16,19],"tags":[],"class_list":["post-62714","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tech01","category-tech04","category-16","category-19","description-off"],"_links":{"self":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/62714","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=62714"}],"version-history":[{"count":17,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/62714\/revisions"}],"predecessor-version":[{"id":62737,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/posts\/62714\/revisions\/62737"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/media\/62724"}],"wp:attachment":[{"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/media?parent=62714"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/categories?post=62714"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/smilegate.ai\/cn\/wp-json\/wp\/v2\/tags?post=62714"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}