## SVD applied to image compression

__Original image, 365x800 (=292,000 pixels)__

__Rank k approximation, k=1 (requires 1166 numbers,
or 0.4% of original)__

__Rank k approximation, k=5 (requires 5830 numbers,
or 2% of original)__

__Rank k approximation, k=20 (requires 23,320 numbers,
or 8% of original)__

__Rank k approximation, k=50 (requires 58,300 numbers,
or 20% of original)__

__Rank k approximation, k=100 (requires 116,600 numbers,
or 40% of original)__

__Original color image, 365x800, 3 color channels
(=876,000 numbers)__

__Rank k approximation, k=1 (requires 3498 numbers,
or 0.4% of original)__

__Rank k approximation, k=10 (requires 34,980 numbers,
or 4% of original)__

__Rank k approximation, k=25 (requires 87,450 numbers,
or 10% of original)__

__Rank k approximation, k=50 (requires 174,900 numbers,
or 20% of original)__

__Rank k approximation, k=100 (requires 349,800 numbers,
or 40% of original)__