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IVUS-images-project

  1. Open terminal and type pip install -r requirements.txt
  2. Sample Real Images directory contains some sample dicom images on which further preprocessing is done.
  3. apply_filter.py will create the necessary filters by transforming images from Sample Real Images directory and save filters inside IVUS Project directory.
  4. calculate_scores.ipynb is a jupyter notebook which will calculate evaluation metrics such as PSNR, MSE, SSIM and save it into an excel sheet data.xlsx and csv file data.csv.

Python 3.7

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  • Jupyter Notebook 91.6%
  • Python 8.4%