我有一个Numpy数组类型的矩阵。我怎么把它作为映像写到磁盘上呢?任何格式都可以(png, jpeg, bmp…)一个重要的限制是PIL不存在。


当前回答

使用cv2.imwrite。

import cv2
assert mat.shape[2] == 1 or mat.shape[2] == 3, 'the third dim should be channel'
cv2.imwrite(path, mat) # note the form of data should be height - width - channel  

其他回答

matplotlib:

import matplotlib.image

matplotlib.image.imsave('name.png', array)

适用于matplotlib 1.3.1,我不知道低版本。从文档字符串:

Arguments:
  *fname*:
    A string containing a path to a filename, or a Python file-like object.
    If *format* is *None* and *fname* is a string, the output
    format is deduced from the extension of the filename.
  *arr*:
    An MxN (luminance), MxNx3 (RGB) or MxNx4 (RGBA) array.

您可以使用PyPNG。它是一个纯Python(无依赖)开源PNG编码器/解码器,它支持将NumPy数组写入图像。

使用cv2.imwrite。

import cv2
assert mat.shape[2] == 1 or mat.shape[2] == 3, 'the third dim should be channel'
cv2.imwrite(path, mat) # note the form of data should be height - width - channel  

假设你想要一张灰度图像:

im = Image.new('L', (width, height))
im.putdata(an_array.flatten().tolist())
im.save("image.tiff")

scipy。Misc给出关于imsave函数的弃用警告,并建议使用imageio代替。

import imageio
imageio.imwrite('image_name.png', img)