💇‍♀️Hair Consulting Systems

📌 Quick Start

1. clone

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

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

3. 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%

1.4. Predict Test

	한소희	박은빈	카리나	김다미	김태리
IMG
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