이미지 딥러닝 학습과 패턴인식을 통한 눈 피로도 측정

깜빡 - We take care of your eye health

Data Collection

• Web Crawling
  • Google crawling
  • Naver crawling
  • Daum crawling
  • Coupang crawling
• Closed Eye In the wild Dataset
• Open Image Dataset V6

Data Preprocessing

• LabelImg

• Data Cleaning

example 1 : low pixel

example 2 : wearing sunglasses

example 3 : covering eyes

Data Augmentation

• Augmentation

Model

• Improve model performance

Service Preview

• IntroWindow

• MainWindow

• DetectWindow

• ListWindow

• ResultWindow

Dev Tool

• LabelImg
• QTDesigner

• PyCharm
• VsCode

• Mediapipe
• Yolo v7

Developer

Choi Jun Ho GitHub Address

Lee Da Yun GitHub Address

Park Min Hyeong GitHub Address

Shin Hyo Seop GitHub Address