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Reduced the size of .bmp images (up to 85%) using SVD implemented in Python, Matplotlib and Numpy.

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BMP compression

We tried to compress bmp images using SVD formula:

Since sigma matrix is decreasing so when we get downer their values get near to zero and we can not condiser them in our calculation:

For example if our Input image is :

with k = 10 :

with k = 50 :

with k = 250 :

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Reduced the size of .bmp images (up to 85%) using SVD implemented in Python, Matplotlib and Numpy.

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