Virtual Makeup Using Mediapipe

Clone and Run

git clone https://github.com/Jayanths9/Virtual_Makeup_opencv.git
cd Virtual_Makeup_opencv
conda env create -f environment.yml
conda activate virtual_makeup

Run on Camera input

python camera.py

Run on sample image

python image.py --image sample/face.png

Introduction

In this project Mediapipe [1] facial landmarks and opencv is used to add makeup on facial features.

• Mediapipe facial landmark library detects the face in the image and returns 478 landmarks on human face. (x,y) coordinates of each points is obtained w.r.t the image size.

• From all the facial landmarks, extract Lips, Eyebrow, Eyeliner & Eyeshadow points and create a colored mask with respect to the input image.

• Blend the Original image and the mask with respect to its weights to add makeup on the original image.

• Virtual Makeup on video.

Refrences

1. https://ai.google.dev/edge/mediapipe/solutions/vision/face_landmarker
2. https://medium.com/@hotakoma/mediapipe-landmark-face-hand-pose-sequence-number-list-view-778364d6c414
3. https://i.pinimg.com/originals/a9/93/7d/a9937d95f962f477c486d701a5152752.jpg
4. https://www.pexels.com/video/attractive-woman-looking-at-the-camera-7048981/

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Author: Jayanth S universitat Bremen, Bremen