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💇‍♀️Hair Consulting Systems

📌 Quick Start

  1. clone
  git clone https://github.com/ESEntial/hair-consulting-demo.git
  cd /hair-consulting-demo

  1. download model file - Google Drive
    save path: /hair-consulting-demo/faceshape_model.pth

  2. execute

 python demo.py

1. Face Shape

1.1. Dataset

Face Shape Dataset - NITEN LAMA


1.2. Model : EfficientNet - B5

reference code: Face Shape - EfficientNetB5 - Acc 68%


1.3. Accuracy : 80%

image


1.4. Predict Test

한소희 박은빈 카리나 김다미 김태리
IMG image 박은빈 카리나 김다미 image
Real Heart Oblong Oval Round Square
Predict Heart Oblong Oval Round Square


2. Facial Features

2.1 Framework

Google Mediapipe - Face Mesh


2.2 Analysis

mid chin philtrum

2.3 Predict Test

face ratio :  4.411731675378876
is_wide_margin =  False
is_long_mid =  False
is_long_chin :  False
is_long_philtrum =  True

3. Hair Style Consult

3.1 Test Report