• 0945 09 09 08
  • support@hspace.vn

Smart Selfie

Course time: Duration: 60
Duration 60 Credits
Categories Projects, Computer Vision

In this course, you will learn to develop a computer vision based smart selfie that can take snaps automatically when you smile using facial feature recognition algorithm and store it on your device.

Part 1: Concepts, Basic Operations

  • What is Computer Vision?
  • Installation of Python 3 in Windows
  • Installation of Open CV & Other Packages for Image Processing
  • Setting up the Working Directory for OpenCV
  • Read an Image using Open CV
  • Save Image using waitKey Function in Open CV
  • Computer Vision - Basic Concepts of an Image

Part 2 :  Basic Image Operations

  • Basic Image Operations
  • Color Spaces in Image Processing 
  • Properties & Pixels of an Image - Basic Image Operations
  • Draw Geometric Shapes using OpenCV
  • Change Color Space of an Image in Open CV
  • Basic Image Operations - Splitting Image Channels
  • Plot an Image in Python using matplotlib
  • Plot Multiple Images in Python using matplotlib
  • Region of Interest in an Image - Basic Image Operations using OpenCV

Part 3: Geometric Transformations

  •  Geometric Transformations
  • Scaling of an Image
  • Translation of an Image
  • Geometric Transformations
  • Affine Transformation
  • Perspective Transformation

Part 4:  Basic Video Operations

  • Basic Concepts
  • Capture Video in Open CV
  • Play Video using OpenCV
  • Save Video as a File using Open CV

Part 5 : AdvancedImage Operations

  •  Advanced Image Operationsin OpenCV
  • Smoothing an Image
  • Simple Thresholding of Images using OpenCV
  • Adaptive Thresholding of Images using OpenCV
  • Edge Detection using Canny Algorithm

Part 6: Object Tracking

  • Tracking a Colored Object 
  • Contours in Open CV - Find & Draw Contours
  • Contours in Open CV - Calculation of Features
  • Tracking of a Colored Object using OpenCV

Part 7: Smile Recognition

  • Face detection
  • Face Recognition
  • Smile Recognition
  • Installation of CMake & Dlib Packages
  • Face Recognition
  • Recognize Facial Features
  • Facial Feature Recognition from Live Video
  • Smile Recognition
  • Smart Selfie

hSpace Team

hSpace Team

hSpace Team

Smart Selfie