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I have 512 * 512 grey scale image.I want to use fcm. But I can not get the fuzzy clusered array after using the code below.As given image is S * N then the fuzzy clustered matrix must be S * N.S means number of features,N means number of dataset.But I got onlt 2 * 1 matrix. Can anyone help me?

import skfuzzy as fuzz
image=np.array(image)
original_image=image
original_image=original_image.reshape(-1)
cntr, u, u0, d, jm, p, fpc =fuzz.cluster.cmeans(original_image,2,2,0.005,100)

print(original_image)
[[0]
 [0]
 [0]
 ...
 [0]
 [0]
 [0]]

print(u)
[[0.54561414]
 [0.45438586]]
Alena
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1 Answers1

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You should use the fuzzy c means logo on skfuzzy like this

import cv2
import skfuzzy as fuzz
original_image=cv2.imread("covid_5.png")
original_image=cv2.cvtColor(img, cv2.COLOR_BGR2GRAY)
cntr, u, u0, d, jm, p, fpc =fuzz.cluster.cmeans(original_image,2,2,0.005,100)
ibrahim ayaz
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