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It contains object oriented implementation for several computer vision methods illustrated using OpenCV3 with Python3.

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siddharth2016/PyCV

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PyCV

Input-Output Operations Folder

It contains:

  • Basic I/O over Images
  • Basic I/O over video

Image Filtering Folder

It contains:

  • Laplacian and Embossed effect over an image
  • Gaussian and High Pass Filter over an image
  • Line and Circle detection on an image

Image Segmentation Folder

It contains:

  • Watershed and GrabCUT algorithm over an image

Face Detection Folder

It contains Face, Eyes and Smile detection on an image, carried out using Haar Cascade functionality (CascadeClassifier) provided by OpenCV3.

Feature Extraction Folder

It contains:

  • Feature extraction using Harris Corner detection, SIFT and SURF methods of OpenCV3.
  • Feature matching using Brute Force Matcher and KNN-Matcher of OpenCV3.

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It contains object oriented implementation for several computer vision methods illustrated using OpenCV3 with Python3.

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