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Add Poisson or Speckle Noise Option to Noise Removal Script #1

@defender-777

Description

@defender-777

Currently, the project supports adding “Salt & Pepper” noise for testing restoration filters.
Let’s enhance it by adding Poisson and/or Speckle noise options in noise_removal.py.

Tasks:

Modify the add_noise() function to include "poisson" and "speckle" modes.

Update the code to allow choosing noise type via a command-line argument.

Add sample output images (noisy + restored) to /outputs/ folder.

Update README.md to reflect the new options.

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