{"id":21599254,"url":"https://github.com/t04glovern/selfie2anime","last_synced_at":"2025-08-21T02:31:41.951Z","repository":{"id":38673653,"uuid":"202713478","full_name":"t04glovern/selfie2anime","owner":"t04glovern","description":"Anime2Selfie Backend Services - Lambda, Queue, API Gateway and traffic processing","archived":false,"fork":false,"pushed_at":"2023-03-04T04:34:31.000Z","size":5928,"stargazers_count":176,"open_issues_count":14,"forks_count":22,"subscribers_count":8,"default_branch":"master","last_synced_at":"2024-12-15T13:07:48.764Z","etag":null,"topics":["aws","aws-lambda","data-science","selfie2anime","serverless"],"latest_commit_sha":null,"homepage":"https://selfie2anime.com","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/t04glovern.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":{"patreon":"selfie2anime"}},"created_at":"2019-08-16T11:08:58.000Z","updated_at":"2024-05-07T00:23:06.000Z","dependencies_parsed_at":"2023-01-27T20:01:16.916Z","dependency_job_id":null,"html_url":"https://github.com/t04glovern/selfie2anime","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/t04glovern%2Fselfie2anime","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/t04glovern%2Fselfie2anime/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/t04glovern%2Fselfie2anime/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/t04glovern%2Fselfie2anime/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/t04glovern","download_url":"https://codeload.github.com/t04glovern/selfie2anime/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":230479865,"owners_count":18232630,"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":["aws","aws-lambda","data-science","selfie2anime","serverless"],"created_at":"2024-11-24T18:14:47.604Z","updated_at":"2024-12-19T18:16:54.144Z","avatar_url":"https://github.com/t04glovern.png","language":"Python","funding_links":["https://patreon.com/selfie2anime"],"categories":[],"sub_categories":[],"readme":"![Selfie2Anime](assets/s2a.png)\n\n[![Selfie2Anime](https://img.shields.io/badge/app-selfie2anime-f06292.svg?style=for-the-badge)](https://selfie2anime.com)\u0026nbsp;\n[![Version](https://img.shields.io/badge/version-1.0-05A5CC.svg?style=for-the-badge)](https://selfie2anime.com)\u0026nbsp;\n[![Status](https://img.shields.io/badge/status-live-00B20E.svg?style=for-the-badge)](https://selfie2anime.com)\n\n# Selfie2Anime\n\n*What do YOU look like in ANIME?*\n\nThis repository contains the source code for the backend for the [selfie2anime.com](https://selfie2anime.com) website.\n\nSource code for the frontend website can be found at [https://github.com/SilentByte/selfie2anime-site](https://github.com/SilentByte/selfie2anime-site)\n\nAlso checkout the presentation [\"Scaling Models to the Masses\"](assets/Deploying-Models-to-the-Masses.pdf) I did for [Perth Machine Learning Group](https://www.pmlg.org/)\n\n---\n\n## How Does it Work?\n\n---\n\nUsing machine learning techniques combined with a [Generative Adversarial Network (GAN)](https://en.wikipedia.org/wiki/Generative_adversarial_network) makes it possible to generate anime-style characters based on real people. With this website, you can generate your own anime alter ego!\n\nThe GAN we are using is based on original work by *Junho Kim*, *Minjae Kim*, *Hyeonwoo Kang*, and *Kwanghee Lee*. More information can be found in their awesome repository, which is [available here](https://github.com/taki0112/UGATIT), or in [their research paper](https://arxiv.org/abs/1907.10830).\n\n---\n\n## Components\n\n---\n\nBelow is a general diagram illustrating the process our workers follow to process incoming requests.\n\nMore information about the process seen above can be found in the following modules\n\n![Architecture Diagram](assets/selfie2anime.png)\n\n* [image-handler](components/image-handler/README.md)\n  * Image processing pipeline\n* [UGATIT](https://github.com/t04glovern/UGATIT/blob/master/README.md)\n  * UGATIT environment from Junho Kim and Minjae Kim and Hyeonwoo Kang and Kwanghee Lee\n\n## Attributions\n\nPlease cite the original author of UGATIT:\n\n* [Junho Kim](http://bit.ly/jhkim_ai), Minjae Kim, Hyeonwoo Kang, Kwanghee Lee\n\n```bash\n@misc{kim2019ugatit,\n    title={U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation},\n    author={Junho Kim and Minjae Kim and Hyeonwoo Kang and Kwanghee Lee},\n    year={2019},\n    eprint={1907.10830},\n    archivePrefix={arXiv},\n    primaryClass={cs.CV}\n}\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ft04glovern%2Fselfie2anime","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ft04glovern%2Fselfie2anime","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ft04glovern%2Fselfie2anime/lists"}