https://github.com/theloni-monk/fanservice-meter

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.
https://github.com/theloni-monk/fanservice-meter

anime bot convolutional-neural-networks deep-learning discord-py neural-network

Last synced: 13 days ago
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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.

• Host: GitHub
• URL: https://github.com/theloni-monk/fanservice-meter
• Owner: theloni-monk
• License: mit
• Created: 2021-06-30T20:48:47.000Z (over 3 years ago)
• Default Branch: main
• Last Pushed: 2021-07-08T18:49:01.000Z (over 3 years ago)
• Last Synced: 2024-11-13T23:43:30.589Z (2 months ago)
• Topics: anime, bot, convolutional-neural-networks, deep-learning, discord-py, neural-network
• Language: Jupyter Notebook
• Homepage:
• Size: 103 MB
• Stars: 1
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# FanService-Meter: _A Convolutional Neural Network designed to destinguish Hentai from Shonen Manga_

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### This project starts with data collection:

* I wrote a web crawler to headlessly find and download manga of the respective catagories

### Training specs:

* The AI was trained in 50 epochs on a Gtx970m gpu

* Reached 99% validation accuracy on a validation set of 257 images

### Utility:

* I wrote a discord bot that can be commanded to analyze a given image on a server and give its output

* The confidence output of the neural net can be used to measure how sexualized a given work of manga is

### Future plans:

* 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

* If I get around to it I might make a public api for ppl to contribute data and recieve judgements