---
description: '#Vanilla GAN #SRGAN #StarGAN #BeautyGAN #StyleGAN #Dlib'
---

# 다양한 GAN 기반 이미지 생성 모델

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FOOb1EIFAmXFyGzjEk3Cu%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_01.jpg?alt=media&#x26;token=4f9a8a92-3029-456f-905e-aaa326782da0" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FbmgjLwMuohG9IQxFt8yN%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_02.jpg?alt=media&#x26;token=05234058-819b-4b36-ab33-6215e937eb6c" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FLeEL6UaqhbQ1i6IyKGP8%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_03.jpg?alt=media&#x26;token=3f231d82-8fd5-4030-ba9e-30099822fc68" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FCdfxd2JoLZGroZGJVu6f%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_04.jpg?alt=media&#x26;token=93cc3685-0466-44bf-bcd8-724092a22020" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2Fxkm5soB6PBHBcCzG1oHx%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_05.jpg?alt=media&#x26;token=d269aa18-2613-4081-bdc6-68e12ebabd36" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FElLy76VhMJLes85IXMYg%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_06.jpg?alt=media&#x26;token=289ada00-83ec-4eab-91b2-45a348c15435" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FUi8pW0b2a7UxP9QWqmEb%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_07.jpg?alt=media&#x26;token=b60eb172-de87-4f62-adab-275850736bd7" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2F2ypQCEushBlAuVefa7GA%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_08.jpg?alt=media&#x26;token=0cc2e411-7dd4-43ae-acc8-6b448bbaeaee" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FskUhGP7mHjOIFkoyw7ft%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_09.jpg?alt=media&#x26;token=aa4118a7-e37a-4aba-811e-043a377356ad" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FxIdzZ4b4OBcwSHAjdn5w%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_10.jpg?alt=media&#x26;token=00fa3789-dd37-4593-8af2-50907893eff8" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FHbceCwduVBF5aA0coRwW%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_11.jpg?alt=media&#x26;token=c4d29e36-1934-44d5-b964-7d312f7c5e98" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FOFxIz6W5QBaeBIotbfeA%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_12.jpg?alt=media&#x26;token=ed06393c-a8cb-4521-aaa4-dd0f04afc29b" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FDAUP8Bcqbr3svYwHsEvk%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_13.jpg?alt=media&#x26;token=fe7d8344-21a7-4f66-affe-5f28cb8c6624" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2F4V4fu5JmfeaeshBjI7j3%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_14.jpg?alt=media&#x26;token=00c2a4f9-056f-450d-84bf-dd8a79b906fa" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FVdbnf5OuzUjymHzFXsw7%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_15.jpg?alt=media&#x26;token=dd75d872-2710-46b3-80aa-7ea1a4a88643" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FueaurkkSVbtH8OcReOxa%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_16.jpg?alt=media&#x26;token=2a404e65-dbd4-4bf2-9d9e-9540f8427165" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FGXd8WkieS0GjMISr9dxg%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_17.jpg?alt=media&#x26;token=0b9ea590-bef9-4672-bdad-438ecafd3a9d" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FY265GNbnAQosyzlSGuxN%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_18.jpg?alt=media&#x26;token=8fa750b3-fc00-4274-b2ff-10c8d5657562" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2F1s3OWiz8mhq0v32RYDXI%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_19.jpg?alt=media&#x26;token=5d82b53f-be3d-400d-a477-da9ff424742a" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FOPWDUaTAYjIhAPUoomZ0%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_20.jpg?alt=media&#x26;token=e9328c1e-794b-4830-ba4e-39e48b304bcd" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2Fp3KQYd9jzmNLnIuajVh0%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_21.jpg?alt=media&#x26;token=362ac3dc-2569-4699-9de9-4bb0d180509c" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FUZcfrKw6m3duaI4EN5Co%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_22.jpg?alt=media&#x26;token=45bc9129-8bf5-4ced-88fa-aff23f54a3e1" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2F3Y5n1tztNQrGThscG6XG%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_23.jpg?alt=media&#x26;token=67ffab58-c110-4706-b0e5-f45e3ab4446f" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2F0skDAFiv4p1VJfSVT0uE%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_24.jpg?alt=media&#x26;token=deecc973-54ee-459b-bb6d-60e74eb2947c" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FsyuWTp8tGuFYcTfYJw9w%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_25.jpg?alt=media&#x26;token=5f6b46ba-6348-4a69-b7d6-e3f10f1140d1" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2Fl5LPjSvT75aYKq7wQrMW%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_26.jpg?alt=media&#x26;token=9f3a4a84-f39c-41eb-9355-819dc7949f44" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FcVAb9uXcrvaKdji9bWVW%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_27.jpg?alt=media&#x26;token=3543a486-d378-4991-914d-4662b5c9d618" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FLMHFsKxp1CR70I6RJ8gV%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_28.jpg?alt=media&#x26;token=07076a9e-9f92-4a4e-b911-2342ea01c517" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2F8cA3E4hHhzdzG88NMm0Q%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_29.jpg?alt=media&#x26;token=d54c4d77-5753-41a4-b6cf-9509bc6b2533" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FJo8wlQYAUZ1z7KomxQr5%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_30.jpg?alt=media&#x26;token=6b117570-7c86-4eaa-8b5a-719275a36f0e" alt=""><figcaption></figcaption></figure>

<figure><img src="https://1310040907-files.gitbook.io/~/files/v0/b/gitbook-x-prod.appspot.com/o/spaces%2FIbP28uelRYYLg8V6r8M6%2Fuploads%2FnSEzYYFeSvGr1B1CY0h9%2F%EB%8B%A4%EC%96%91%ED%95%9C%20GAN%20%EA%B8%B0%EB%B0%98%20%EC%9D%B4%EB%AF%B8%EC%A7%80%20%EC%83%9D%EC%84%B1%20%EB%AA%A8%EB%8D%B8_%ED%8E%98%EC%9D%B4%EC%A7%80_31.jpg?alt=media&#x26;token=8f288fe2-8d1d-4b01-8041-ae2f6efd4ab4" alt=""><figcaption></figcaption></figure>

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