Apply a Face Mask to a Selfie

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prerequisites
basics of Python • basics of OpenCV • basics of bitwise operation
skills learned
tracking mouse events • using bitwise operations • saving images
Vishwesh Shrimali
1 week · 3-6 hours per week · BEGINNER
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catalog / Data Science / Machine Learning / Computer Vision
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In this quick liveProject, you’ll develop a selfie enhancement application to build awareness of the importance of mask-wearing during a pandemic. You’ll use a laptop webcam to capture a user’s selfie, load a face mask image with a transparent background, and apply the face mask onto the image at the location selected by the user.
This project is designed for learning purposes and is not a complete, production-ready application or solution.

project author

Vishwesh Shrimali
Vishwesh Ravi Shrimali is an AI and computer vision engineer with a mechanical engineering background. In his previous company, he was involved in developing the official OpenCV AI course series. He has also written multiple books on OpenCV and machine learning. He has recently joined Mercedes Benz R&D India as an engineer in the ADAS domain. He is also pursuing his master's in ML & AI from LJMU.

prerequisites

This liveProject is for aspiring OpenCV developers with some knowledge of Python. To begin these liveProjects, you will need to be familiar with:

TOOLS
  • Basics of Python
  • Basics of NumPy
    • Creating NumPy arrays
    • NumPy array datatypes
    • Extracting values from NumPy array using binary logic
  • Basics of OpenCV
    • Reading and writing images using OpenCV
    • Displaying images using OpenCV
    • Colorspaces in OpenCV
TECHNIQUES
  • Bitwise operations

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