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SpectraSVD

Image compression using SVD (Singular Value Decomposition) in Python using NumPy, Pillow and Matplotlib.

Demo

You can demo the project by either going to the mentioned link OR running it locally on a container:

docker run -p 8501:8501 ghcr.io/steadyfall/spectrasvd:v1.0.0
python -m webbrowser https://localhost:8501

Libraries used:

  • streamlit
  • Pillow
  • numpy
  • opencv-python
  • imageio
  • matplotlib

Credit for sample images:

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Image compression using SVD in Python using NumPy, Pillow and Matplotlib.

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