{"id":16521773,"url":"https://github.com/theloni-monk/fanservice-meter","last_synced_at":"2025-08-08T17:05:23.502Z","repository":{"id":133182612,"uuid":"381829276","full_name":"theloni-monk/FanService-Meter","owner":"theloni-monk","description":"Neural Network trained to destinguish hentai from regular anime/manga. It becomes a useful benchmark for how sexualized a given artstyle is when applied to various popular shows and manga.","archived":false,"fork":false,"pushed_at":"2021-07-08T18:49:01.000Z","size":108399,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":2,"default_branch":"main","last_synced_at":"2025-01-13T13:29:47.904Z","etag":null,"topics":["anime","bot","convolutional-neural-networks","deep-learning","discord-py","neural-network"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/theloni-monk.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":"2021-06-30T20:48:47.000Z","updated_at":"2022-05-29T20:48:54.000Z","dependencies_parsed_at":null,"dependency_job_id":"7afb333c-23ca-4d9d-ba6d-f1a00510f670","html_url":"https://github.com/theloni-monk/FanService-Meter","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/theloni-monk%2FFanService-Meter","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theloni-monk%2FFanService-Meter/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theloni-monk%2FFanService-Meter/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/theloni-monk%2FFanService-Meter/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/theloni-monk","download_url":"https://codeload.github.com/theloni-monk/FanService-Meter/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":241596734,"owners_count":19988125,"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":["anime","bot","convolutional-neural-networks","deep-learning","discord-py","neural-network"],"created_at":"2024-10-11T16:57:52.630Z","updated_at":"2025-03-03T02:22:01.564Z","avatar_url":"https://github.com/theloni-monk.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# FanService-Meter: _A Convolutional Neural Network designed to destinguish Hentai from Shonen Manga_\n------------------------------\n### This project starts with data collection:\n* I wrote a web crawler to headlessly find and download manga of the respective catagories\n### Training specs:\n* The AI was trained in 50 epochs on a Gtx970m gpu\n* Reached 99% validation accuracy on a validation set of 257 images\n### Utility:\n* I wrote a discord bot that can be commanded to analyze a given image on a server and give its output\n* The confidence output of the neural net can be used to measure how sexualized a given work of manga is\n### Future plans:\n* I plan on writing a reddit bot based on the ai that will crawl manga and anime meme subreddits and rate them on how sexualized they are\n* If I get around to it I might make a public api for ppl to contribute data and recieve judgements","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftheloni-monk%2Ffanservice-meter","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Ftheloni-monk%2Ffanservice-meter","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Ftheloni-monk%2Ffanservice-meter/lists"}