Vietnamese-face-classification-and-beauty-skin

Overview

• In this project, we implement classification and beauty skin in Vietnamese faces.
• Vietnamese face dataset: https://drive.google.com/drive/folders/1axQd3eCvLjuApq5ldGgkQZuvqnqJ8mA9?usp=sharing
• Foreigner face dataset: https://wywu.github.io/projects/LAB/WFLW.html
• Using OpenFace pretrained model to extract feature embedding vector.
• Using SVM, KNN, Custom simple neural network with 2 hidden layers to classification
• Using sobel edge detection, color threshold in HSV space to detect face skin. After that, smoothing face skin.
• Simple vitual makeup.

Example.