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beauty_evaluate's Introduction

Beauty Evalutation

evaluate the attractiveness of a face. Goal: sort of discover the facial features contributing to beauty

Structure

  • Beau: Folder with all images and annotations of index
  • images: Testing images
  • beauty.ipynb: notebook where we got the illustrations in my article, you can get the visualization of the model in there
  • model.py: model/architecture we used
  • haarcascade_frontalface_default.xml: detection of face
  • history.pickle: history of our training of model
  • use.py: main script to test out the model

Usage

You need to first get the weight "beau.h5" you can ask me through email for that (Please also consider following my medium and github!) and then put the weight in the root folder of the repository.

python3 use.py path_to_image

Results

alt text

beauty_evaluate's People

Contributors

mickods avatar

Watchers

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