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Object Counting

This repository contains code for identifying number of straws from a given image. The same code can further be modified to count other circular things, such as wood logs.

Two methods are used here,

  • Edge detection followed by morphological operations
  • Trained CNN classifier using custom data

I trained classifier only for learning purpose. Basic image processing steps give better result in this problem.

Input Image

Output Image