Compressing RGB images using SVD matrix decomposition
K is the number of important components selected after SVD decomposition
K = 50
compressed_image = compress_image(image_file_address, K=K)
plt.imshow(compressed_image)
plt.title(f'K = {K}')
plt.axis("off")
