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Generate Scanned Image

This script is used to generate a scanned copy of the image provided.

  • On running this script, a scanned file of the orignal image is generated after applying Adaptive Thresholding.

  • It is effective when an image has different lighting conditions in different areas. Here, the algorithm determines the threshold for a pixel based on a small region around it. So we get different thresholds for different regions of the same image which gives better results for images with varying illumination.

  • And this is what done in the script, multiple threshold values are set up in order to give image a scanned and enhanced look.

To run the script:

  1. Setup a virtual environment.
  2. Install the dependencies by running pip3 install -r requirements.txt
  3. Run the script.
python camscanner.py \<filename\>

References:

For Thresholding, consider going through OpenCV Doecumantation and this Article.