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Q: How to reduce amount of summation in a for loop?
I'm finding the percentage of pixels in an image thatare different than its mean and background values. I'musing python. from skimage import io, measure, color,imread raw = open('raw') data = np.loadtxt(raw,delimiter=',') # Compute number of pixels n =len(data) # Compute mean image =color.rgb2gray(data) measure.mean_image(image)mean = mean # Compute background raw =open('dontreadraw', 'r') filedata = raw.readlines() #number of pixels in the file ncount = len(filedata) #Replace blank spaces with empty strings filedata =[filedata.replace(' ', '', 1).replace(' ', '', 1).replace('\t', '',1) for line in filedata] image = color.rgb2gray(data)measure.mean_image(image) mean = mean # Measurecols and rows coords = measure.shape(image) cols,rows = coords #Determine individual pixel's
background background = [np.mean(r) for r in image]counts = [np.sum(r!= background) for r in image] for r
in range(rows): for c in range(cols): percentage =float(counts[c] / ncount) print str(percentage) I was

2/5hoping to save some time using a for loop to obtain thepercentage of pixels in an image that are not equal tothe background. I can do that with two for loops, but
I'm trying to learn to use for loops more efficiently. I
thought this might work. for r in range(rows): for c inrange(cols): for x in range(len3/5DOWNLOAD: for nod32 from 15 12 2014 xsfirestatu - download.Free download keys for.
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