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项目作者： ebrahimpichka

项目描述 ：
Compressing RGB images using SVD matrix decomposition
高级语言： Jupyter Notebook
项目地址: git://github.com/ebrahimpichka/SVD-image-compression.git
创建时间： 2021-08-04T11:13:38Z
项目社区：https://github.com/ebrahimpichka/SVD-image-compression
开源协议：
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SVD-image-compression

Compressing RGB images using SVD matrix decomposition

usage:

K is the number of important components selected after SVD decomposition

  1. K = 50
  2. compressed_image = compress_image(image_file_address, K=K)
  4. plt.imshow(compressed_image)
  5. plt.title(f'K = {K}')
  6. plt.axis("off")

results:

dc1

dc2

dc3