for fileName in sys.argv[1:]:
try:
image = Image.open(sourceDirectory + fileName)
except:
print "Could not open the file " + sourceDirectory + fileName + ", skipping."
continue
try:
image = cropImage(image, 20)
except:
print "Error cropping " + fileName + ", skipping."
continue
#image.save('images/test.png')
try:
imgData = splitImage(image, 20).flatten()
except:
print "Error splitting " + filename + ", skipping."
continue
print fileName, "converted successfully."
embed = imgData * u2 * eigenvalues.getI()
imageSimilarities = []
count = 0
for row in v2:
imageSimilarities.append(embed.transpose().dot(row.transpose()) / (row.norm() * embed.norm()))
for line in sourceFiles:
fileName = line[0]
try:
image = Image.open(sourceDirectory + fileName)
except:
print "Could not open the file " + sourceDirectory + fileName + ", skipping."
continue
try:
image = cropImage(image, 20)
except:
print "Error cropping " + fileName + ", skipping."
continue
#image.save('images/test.png')
try:
imgStr = splitImage(image, 20)
except:
print "Error splitting " + filename + ", skipping."
continue
combinedData = combinedData + convertSplitImageToString(imgStr) + ';'
print line[0] , "converted successfully."
#try:
savedPatterns.writerow([line[0], line[1], convertSplitImageToString(imgStr)])
#except (RuntimeError, TypeError, NameError):
# print
# print "Error writing to .patterns.csv, skipping."
print "\nAll images converted.\nGetting SVD..."
combinedData = combinedData[:-1]
combinedMatrix = matrix(combinedData)