This web application compresses images using one of the classic algorithms of Linear Algebra viz. 'Singular Value Decomposition'.
The application let's user upload an image for compression and outputs a zip file that contains
- Matrix U
- Matrix S (Sigma from research papers)
- Matrix V
- Reconstructed image using matrices U, S, V
Users can use these matrices and decide upon the number of eigenvalues needed and thereby reconstruct their own (approximated) image.