Svd, Matrix Decomposition, Data Processing, Feature Engineering, Unsupervised Learning.
few of these columns from SVD we should be able to reconstruct the image relatively well by aligning them in the right way. Mathematically, with few linearly independent columns (low rank), we can capture most of the variance in the image. To verify this let’s decompose this image, and recompose it