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synced 2026-07-19 11:27:45 +08:00
Fix imread so palette images are converted to grayscale or RGB images
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@@ -34,6 +34,34 @@ def imread(fname, flatten=False, dtype=None):
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" instructions.")
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im = Image.open(fname)
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if im.mode == 'P':
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if palette_is_grayscale(im):
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im = im.convert('L')
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else:
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im = im.convert('RGB')
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if flatten and not im.mode in ('1', 'L', 'I', 'F', 'I;16', 'I;16L', 'I;16B'):
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im = im.convert('F')
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return np.array(im, dtype=dtype)
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def palette_is_grayscale(pil_image):
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"""Return True if PIL image is grayscale.
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Parameters
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----------
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pil_image : PIL image
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PIL Image that is in Palette mode.
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Returns
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-------
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is_grayscale : bool
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True if all colors in image palette are gray.
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"""
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assert pil_image.mode == 'P'
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# get palette as an array with R, G, B columns
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palette = np.asarray(pil_image.getpalette()).reshape((256, 3))
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# Not all palette colors are used; unused colors have junk values.
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start, stop = pil_image.getextrema()
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valid_palette = palette[start:stop]
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# Image is grayscale if channel differences (R - G and G - B) are all zero.
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return np.allclose(np.diff(valid_palette), 0)
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@@ -15,3 +15,9 @@ def test_imread_flatten():
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def test_imread_dtype():
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img = imread(os.path.join(data_dir, 'camera.png'), dtype=np.float64)
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assert img.dtype == np.float64
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def test_imread_palette():
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img = imread(os.path.join(data_dir, 'palette_gray.png'))
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assert img.ndim == 2
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img = imread(os.path.join(data_dir, 'palette_color.png'))
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assert img.ndim == 3
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