I am currently new to python and I want to extract the R, G and B frame separately from an image.
For instance, the variable which stores my image is img
What I want to know;
how do I make Rimg = img (:,:,1)
Gimg = img (:,:,2)
Bimg = img (:,:,3)
Ofcource, these are MATlab pseudo codes and Rimg, Gimg and Bimg are just variables.
Numpy style :
Bimg = img[:,:,0]
Gimg = img[:,:,1]
Rimg = img[:,:,2]
OpenCV style :
B,G,R = cv2.split(img)
The other answers are correct, but this is a common enough operation that a one-liner can be idiomatic:
# Let `im` be a numpy array
r,g,b = im.transpose((2,0,1))
The transpose
operator changes the axes around so that the first axis become the channel axis. Then you can use standard Python multiple assignment to assign to r
, g
, and b
.
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