/AV-Actor-Finder

Let's finding Japanese Adult Video Actors with only image but no name

Primary LanguagePython

** This project is on-going project, shouldn't working correctly **

AV Actor Finder

Project for finding Adult Video actor with only picture but no name

How it works?

This project composed with 3 componenets,

  • Image Crawler (Crawling with python)
  • Face Auto-cropper (Google Vision API)
  • Deep Learned model with CNN (Deep learning)

All components build and written by python3 (3.6), so the python 2.x cannot be used for it.

Requirments

  • High quality PC to deep learn the pictures(or you can use pre-trained model)
  • Python 3
  • And cups of coffee (I mean the patience)
  • json based API Key for Google Vision API

How to use

  1. Run the preprocessor.py
  2. Crawling the images
  • There's no automation for keyword input system.
  • Maybe the Airi Suzumura, Kana Momonogi, Kirara Asuka, Koharu Suzuki, Yura Sakura can be the good choice
  • At least 100 images(limit) should be need, because some images can be an wrong one.
  1. Cropping the images
  • Be sure you have correct json file for Google Vision API!
  • Many many many of bad images will dropped or removed
  • Input images for Source Directory
  • Input outputs for Destination Directory
  • Best choice for Max number for samples per class should be 2/3 of total images
  1. Run the train_with_CNN.py

Reference

Codes for CNN and Cropping with Google Vision API usage
Codes for image crawling from Google