{"id":17679997,"url":"https://github.com/ffwff/ganimu","last_synced_at":"2025-05-12T22:55:35.614Z","repository":{"id":105851292,"uuid":"151249108","full_name":"ffwff/ganimu","owner":"ffwff","description":"Neural networks that learn to generate anime faces.","archived":false,"fork":false,"pushed_at":"2019-02-17T11:48:12.000Z","size":659,"stargazers_count":10,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-05-12T22:55:30.283Z","etag":null,"topics":[],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/ffwff.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"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":"2018-10-02T12:15:48.000Z","updated_at":"2023-04-14T03:25:05.000Z","dependencies_parsed_at":"2023-06-14T12:30:08.676Z","dependency_job_id":null,"html_url":"https://github.com/ffwff/ganimu","commit_stats":null,"previous_names":[],"tags_count":2,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ffwff%2Fganimu","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ffwff%2Fganimu/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ffwff%2Fganimu/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ffwff%2Fganimu/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ffwff","download_url":"https://codeload.github.com/ffwff/ganimu/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":253837400,"owners_count":21971982,"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":"2024-10-24T09:05:04.527Z","updated_at":"2025-05-12T22:55:35.595Z","avatar_url":"https://github.com/ffwff.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# ganimu\n\nGenerating anime faces with deep convolution neural networks.\n\n## Generating with a GAN network\n\nMontage of 120 faces generated by a GAN. The model was trained for 71 epochs and the results are pretty cute(-ish)\n\nAn interactive web demo lies [here](https://fw.neocities.org/ganime.html).\n\n![GAN](montage-gan.jpg)\n\n## Generating with a VAE network\n\nMontage of 90 faces generated by a [VAEGAN](https://arxiv.org/pdf/1512.09300.pdf). It's a lot blurrier than GAN, possibly due to the high weight of the L2 reconstruction loss. Due to performance and memory constraints I wasn't able to test this for long, however, feel free to try tuning the hyperparameters.\n\n![GAN](montage-vae.jpg)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fffwff%2Fganimu","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fffwff%2Fganimu","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fffwff%2Fganimu/lists"}