CofeehousePy/deps/numpy/doc/source/user/plot_gray_svd.py

17 lines
325 B
Python

from scipy import misc
import matplotlib.pyplot as plt
import numpy as np
from numpy import linalg
img = misc.face()
img_array = img / 255
img_gray = img_array @ [0.2126, 0.7152, 0.0722]
U, s, Vt = linalg.svd(img_gray)
Sigma = np.zeros((768, 1024))
for i in range(768):
Sigma[i, i] = s[i]
plt.plot(s)