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@ -81,9 +81,32 @@ def CropFace(image, eye_left=(0,0), eye_right=(0,0), offset_pct=(0.2,0.2), dest_ |
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image = image.resize(dest_sz, Image.ANTIALIAS) |
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return image |
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def readFileNames(): |
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try: |
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inFile = open('path_to_created_csv_file.csv') |
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except: |
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raise IOError('There is no file named path_to_created_csv_file.csv in current directory.') |
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return False |
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picPath = [] |
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picIndex = [] |
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for line in inFile.readlines(): |
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if line != '': |
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fields = line.rstrip().split(';') |
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picPath.append(fields[0]) |
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picIndex.append(int(fields[1])) |
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return (picPath, picIndex) |
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if __name__ == "__main__": |
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image = Image.open("arnie.jpg") |
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CropFace(image, eye_left=(252,364), eye_right=(420,366), offset_pct=(0.1,0.1), dest_sz=(200,200)).save("arnie_10_10_200_200.jpg") |
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CropFace(image, eye_left=(252,364), eye_right=(420,366), offset_pct=(0.2,0.2), dest_sz=(200,200)).save("arnie_20_20_200_200.jpg") |
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CropFace(image, eye_left=(252,364), eye_right=(420,366), offset_pct=(0.3,0.3), dest_sz=(200,200)).save("arnie_30_30_200_200.jpg") |
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CropFace(image, eye_left=(252,364), eye_right=(420,366), offset_pct=(0.2,0.2)).save("arnie_20_20_70_70.jpg") |
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[images, indexes]=readFileNames() |
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if not os.path.exists("modified"): |
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os.makedirs("modified") |
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for img in images: |
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image = Image.open(img) |
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CropFace(image, eye_left=(252,364), eye_right=(420,366), offset_pct=(0.1,0.1), dest_sz=(200,200)).save("modified/"+img.rstrip().split('/')[1]+"_10_10_200_200.jpg") |
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CropFace(image, eye_left=(252,364), eye_right=(420,366), offset_pct=(0.2,0.2), dest_sz=(200,200)).save("modified/"+img.rstrip().split('/')[1]+"_20_20_200_200.jpg") |
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CropFace(image, eye_left=(252,364), eye_right=(420,366), offset_pct=(0.3,0.3), dest_sz=(200,200)).save("modified/"+img.rstrip().split('/')[1]+"_30_30_200_200.jpg") |
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CropFace(image, eye_left=(252,364), eye_right=(420,366), offset_pct=(0.2,0.2)).save("modified/"+img.rstrip().split('/')[1]+"_20_20_70_70.jpg") |
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