/ssim_comparison

Primary LanguageJupyter Notebook

SSIM Comparison

We noticed that different implementations of the structural similarity index metric and the multi scale SSIM have different results. This code calculates the metrics from different implementation to compare the results.

Covered Implementations

https://github.com/VainF/pytorch-msssim/ https://scikit-image.org/docs/dev/auto_examples/transform/plot_ssim.html https://www.tensorflow.org/api_docs/python/tf/image/ssim https://mubeta06.github.io/python/sp/_modules/sp/ssim.html http://vision.cs.stonybrook.edu/~kema/docwarp/eval.zip

Running the Code

Change the img file paths in the ssim_comparison.py file and run it. The results will be logged in a logging file, which you can specify aswell.