{"id":13617094,"url":"https://github.com/Sxela/ArcaneGAN","last_synced_at":"2025-04-14T03:32:43.953Z","repository":{"id":37685375,"uuid":"435295742","full_name":"Sxela/ArcaneGAN","owner":"Sxela","description":"ArcaneGAN","archived":false,"fork":false,"pushed_at":"2024-01-08T05:29:28.000Z","size":26,"stargazers_count":652,"open_issues_count":12,"forks_count":80,"subscribers_count":31,"default_branch":"main","last_synced_at":"2024-08-02T20:49:19.079Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":null,"language":null,"has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Sxela.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":".github/FUNDING.yml","license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null},"funding":{"github":null,"patreon":"sxela","open_collective":null,"ko_fi":null,"tidelift":null,"community_bridge":null,"liberapay":null,"issuehunt":null,"otechie":null,"lfx_crowdfunding":null,"custom":null}},"created_at":"2021-12-05T22:38:46.000Z","updated_at":"2024-06-27T17:28:22.000Z","dependencies_parsed_at":"2022-07-12T16:43:20.164Z","dependency_job_id":null,"html_url":"https://github.com/Sxela/ArcaneGAN","commit_stats":null,"previous_names":[],"tags_count":4,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sxela%2FArcaneGAN","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sxela%2FArcaneGAN/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sxela%2FArcaneGAN/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Sxela%2FArcaneGAN/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Sxela","download_url":"https://codeload.github.com/Sxela/ArcaneGAN/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248815691,"owners_count":21165966,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":[],"created_at":"2024-08-01T20:01:36.890Z","updated_at":"2025-04-14T03:32:38.938Z","avatar_url":"https://github.com/Sxela.png","language":null,"funding_links":["https://patreon.com/sxela","https://www.patreon.com/sxela"],"categories":["Others"],"sub_categories":[],"readme":"# ArcaneGAN by [Alex Spirin](https://twitter.com/devdef)\n\n[![][github-release-shield]][github-release-link]\n[![][github-release-date-shield]][github-release-link]\n[![][github-downloads-shield]][github-downloads-link]\n\n\n[github-release-shield]: https://img.shields.io/github/v/release/Sxela/ArcaneGAN?style=flat\u0026sort=semver\n[github-release-link]: https://github.com/Sxela/ArcaneGAN/releases\n[github-release-date-shield]: https://img.shields.io/github/release-date/Sxela/ArcaneGAN?style=flat\n[github-downloads-shield]: https://img.shields.io/github/downloads/Sxela/ArcaneGAN/total?style=flat\n[github-downloads-link]: https://github.com/Sxela/ArcaneGAN/releases\n\nPhotos [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1r1hhciakk5wHaUn1eJk7TP58fV9mjy_W)\n\nVideos [![Colab for videos](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1ohKCiOwZrhM3pza4L93AHAfMkIkJ5YQF)\n\n![visitors](https://visitor-badge.glitch.me/badge?page_id=sxela_arcanegan_repo)\n\nIf you like what I'm doing you can:\n- follow me on [twitter](https://twitter.com/devdef)\n- check my collections at [opensea](https://opensea.io/collection/ai-scrapers)\n- tip me on [patreon](https://www.patreon.com/sxela) \n\nThank you for being awesome!\n\n**Changelog**\n* 2022-04-04 Added a new image2image model training [url](https://github.com/aarcosg/fastai-course-v3-notes/blob/master/refactored_by_topics/CNN_L7_gan_feature-loss.md)\n* 2021-12-27 Added [colab for videos](https://colab.research.google.com/drive/1ohKCiOwZrhM3pza4L93AHAfMkIkJ5YQF)\n* 2021-12-25 ArcaneGAN v0.4 is [live](https://github.com/Sxela/ArcaneGAN/releases/tag/v0.4)\n* 2021-12-14 Added [Video demo](https://huggingface.co/spaces/sxela/ArcaneGAN-video) on huggingface\n* 2021-12-12 ArcaneGAN v0.3 is [live](https://github.com/Sxela/ArcaneGAN/releases/tag/v0.3)\n* 2021-12-09 Thanks to [ak92501](https://twitter.com/ak92501) we now have a [huggingface demo](https://huggingface.co/spaces/akhaliq/ArcaneGAN)\n\n## ArcaneGAN v0.4\n\nThe main differences are: \n- lighter styling (closer to original input)\n- sharper result\n- happier faces \n- reduced childish eyes effect\n- reduced stubble on feminine faces \n- increased temporal stability on videos\n- reduced mouth\\teeth artifacts\n\n### Image samples \nv0.3 vs v0.4\n\n![v3-4](https://user-images.githubusercontent.com/11751592/146965930-f66dfd00-e55b-4b84-be83-aed925c08e3a.jpg)\n\n### Video samples\n\n\nhttps://user-images.githubusercontent.com/11751592/146966428-f4e27929-19dd-423f-a772-8aee709d2116.mp4\n\n\n\nhttps://user-images.githubusercontent.com/11751592/146966462-6511998e-77f5-4fd2-8ad9-5709bf0cd172.mp4\n\n\n\n\n\n## ArcaneGAN v0.3 \n\nVideos processed by the huggingface video inference colab.\n\n\nhttps://user-images.githubusercontent.com/11751592/145702737-c02b8b00-ad30-4358-98bf-97c8ad7fefdf.mp4\n\n\n\nhttps://user-images.githubusercontent.com/11751592/145702740-afd3377d-d117-467d-96ca-045e25d85ac6.mp4\n\n\n# Image samples\n\n![arcaneganv03](https://user-images.githubusercontent.com/11751592/145726820-19c77a0e-f5cf-4da8-98c1-7c7d59fa3dfa.jpg)\n\n\nFaces were enhanced via [GPEN](https://github.com/yangxy/GPEN) before applying the ArcaneGAN v0.3 filter.\n\n\n\n## ArcaneGAN v0.2\nThe release is [here](https://github.com/Sxela/ArcaneGAN/releases/tag/v0.2)\n![image](https://user-images.githubusercontent.com/11751592/144801598-3196be69-c462-4637-a267-f246a4460204.png)\n![photo_2021-12-04_08-05-34](https://user-images.githubusercontent.com/11751592/144984175-0b063911-4654-499d-a98c-d2e12622dd31.jpg)\n![photo_2021-12-04_07-23-17](https://user-images.githubusercontent.com/11751592/144984187-d1679d94-dcd4-43fc-9626-869380410a9b.jpg)\n![weewq](https://user-images.githubusercontent.com/11751592/144984243-6387263b-0827-478a-ac1e-1ee93f9ddec6.jpg)\n\n## Implementation Details \n\nThe model is a pytroch *.jit of a fastai v1 flavored u-net trained on a paired dataset, generated via a blended stylegan2.\n\n- Model architecture: [fastai v1 u-net](https://fastai1.fast.ai/vision.models.unet.html)\n- Stylegan2 implementation used: [stylegan3 repo](https://github.com/NVlabs/stylegan3)\n- Stylegan blending example: [stylegan3 blending](https://github.com/Sxela/stylegan3_blending)\n- Paired image2image training: [fastai v1 superres notebook](https://github.com/aarcosg/fastai-course-v3-notes/blob/master/refactored_by_topics/CNN_L7_gan_feature-loss.md)\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FSxela%2FArcaneGAN","html_url":"https://awesome.ecosyste.ms/projects/github.com%2FSxela%2FArcaneGAN","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2FSxela%2FArcaneGAN/lists"}