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Adaptive-Thresholding

This repository includes the implementation of adaptive thresholding in Python. The implementation is from scratch and the adaptive_threshold method is the same as the original one is. Same arguments needs to be passed in order to get the better results. Moreover adaptiveMethod which includes ADAPTIVE_THRESH_MEAN_C and ADAPTIVE_THRESH_GAUSSIAN_C.

Prerequisites

There are only two requirements which needs to be fullfilled before runnning the pythin script.

  • Python needs to be installed. Script works for all python versions but latest version is appreciated.
  • OpenCV should be installed in System. Only image reading and showing method is being used from the OpenCV. Rest of the implementation is from scratch

Results

  • Following image has been used for testing the performance of adaptive_threshold.

* Below image is the output of initial image.

Fee free to give comment about this method and please let me know how can I improve

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