{"id":23437263,"url":"https://github.com/pvnieo/mangan","last_synced_at":"2025-04-13T04:51:46.136Z","repository":{"id":255012339,"uuid":"163688843","full_name":"pvnieo/ManGAN","owner":"pvnieo","description":"Automatic Manga colorization using Generative Adversarial Networks.","archived":false,"fork":false,"pushed_at":"2019-04-10T19:01:28.000Z","size":282,"stargazers_count":19,"open_issues_count":0,"forks_count":6,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-26T21:47:38.824Z","etag":null,"topics":["adversarial-networks","automatic-colorization","deep-learning","generative-adversarial-network","manga","python3","pytorch"],"latest_commit_sha":null,"homepage":null,"language":"Python","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/pvnieo.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2018-12-31T18:07:36.000Z","updated_at":"2024-11-28T03:23:25.000Z","dependencies_parsed_at":"2024-08-27T14:16:55.078Z","dependency_job_id":"1576e6cb-8fe8-4124-8c55-cc411b168dd4","html_url":"https://github.com/pvnieo/ManGAN","commit_stats":null,"previous_names":["pvnieo/mangan"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pvnieo%2FManGAN","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pvnieo%2FManGAN/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pvnieo%2FManGAN/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/pvnieo%2FManGAN/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/pvnieo","download_url":"https://codeload.github.com/pvnieo/ManGAN/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248665766,"owners_count":21142123,"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":["adversarial-networks","automatic-colorization","deep-learning","generative-adversarial-network","manga","python3","pytorch"],"created_at":"2024-12-23T13:44:37.014Z","updated_at":"2025-04-13T04:51:46.097Z","avatar_url":"https://github.com/pvnieo.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ManGAN\nAutomatic Manga colorization using Generative Adversarial Networks.\n\nThis project aims to color manga using GANs. For the moment, two types of GANs have been tested: [pix2pix](https://arxiv.org/pdf/1611.07004.pdf) and [cycle-gan](https://arxiv.org/pdf/1703.10593.pdf).\nIn this repo, we implemented cycle-gan in pytorch.\n\n**Project Report:** [here](https://www.researchgate.net/publication/331175026_Manga_Colorization_using_Generative_Adversarial_Nets)\n\nSome of the results obtained are displayed in the following image:\n![Rusults](/assets/exp2.jpeg)\n\nThis project is **under development**, currently, there are diffuclties to color images containing text.\n\nInstallation instructions will be updated soon as well as our learned weights for the Death Note anime.\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpvnieo%2Fmangan","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fpvnieo%2Fmangan","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fpvnieo%2Fmangan/lists"}