image_compression

Image Compression methods SVD, QR and LU using custom/standard libraries

Section 1 (Algorithms - Pseudo code/Output)

Sigular Value Decomposition (SVD)

1.1 Algorithm 1 - SVD using Power Method

1.2 Algorithm 2 - SVD using QR Eigen (Householder Reflection)

QR Decomposition

1.3 Algorithm 3 - QR decomposition

LU Decomposition

1.4 Algorithm 4 - LU decomposition

Section 2 (Using Standard Library/Output)

Numpy/Scipy Linear Algebra Library Based Image Compression

2.1 SVD using Numpy

2.2 QR using Numpy

2.3 LU using Scipy

Section 3 (Unit test summary)