How to invert black and white with scikit-image?

Question

I read an image with ndimage, which results in a binary image like this:

Answer 1

Here's another method using OpenCV

import cv2

image = cv2.imread('2.png')
invert = cv2.bitwise_not(image) # OR
# invert = 255 - image

Answer 2

If your image is represented with non-negative floating point values topping out at 1.0, you can use 1 - close_image

Answer 3

With the devel version of scikit-image (upcomming v0.13), you can use invert(). Example:

from skimage import util 
img = data.camera() 
inverted_img = util.invert(img)

Answer 4

numpy.invert(close_img)

I use invert array. It works for me.

Answer 5

I like Pamungkas Jayuda's anwer, but it works only on the assumption that your data is an integer. In my case, I just used simple inversion with a small value on the denominator to avoid division by zero:

1 / (2e5 + img)