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Tidy
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15
convert.py
15
convert.py
@ -21,14 +21,11 @@ import screen as screen_py
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# - support LR/DLR
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# - support HGR
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def _to_pixel(float_array):
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return tuple(np.clip(float_array.astype(np.uint8), 0, 255))
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def cluster_palette(image: Image, rgb_to_cam16):
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def cluster_palette(image: Image):
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colours_rgb = np.asarray(image).reshape((-1, 3))
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with colour.utilities.suppress_warnings(colour_usage_warnings=True):
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colours_cam = colour.convert(colours_rgb / 255, "RGB",
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colours_cam = colour.convert(colours_rgb, "RGB",
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"CAM16UCS").astype(np.float32)
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kmeans = KMeans(n_clusters=16, max_iter=10000)
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@ -41,10 +38,8 @@ def cluster_palette(image: Image, rgb_to_cam16):
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palette_rgb = np.clip(np.round(palette_rgb * 16).astype(np.uint32) *
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16, 0, 255)
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palette_rgb = palette_rgb.astype(np.float32) / 255
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return palette_rgb
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return dither_pyx.dither_shr(
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np.asarray(image).astype(np.float32) / 255, palette_rgb, rgb_to_cam16)
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return working_image
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def main():
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@ -106,8 +101,8 @@ def main():
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image_py.resize(image, screen.X_RES, screen.Y_RES,
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gamma=args.gamma_correct)).astype(np.float32) / 255
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output_rgb = cluster_palette(Image.fromarray((rgb * 255).astype(
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np.uint8)), rgb_to_cam16)
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palette_rgb = cluster_palette(rgb)
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output_rgb = dither_pyx.dither_shr(rgb, palette_rgb, rgb_to_cam16)
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output_srgb = image_py.linear_to_srgb(output_rgb).astype(np.uint8)
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# dither = dither_pattern.PATTERNS[args.dither]()
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