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import numpy as np
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from matplotlib.colors import rgb_to_hsv
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from check import plot_preds
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from utils import extract_colors
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if __name__ == "__main__":
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rgb_tensor, _ = extract_colors()
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xkcd_rgb = rgb_tensor.numpy()
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# xkcd_rgb = np.random.rand(1000, 3)
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xkcd_hsv = rgb_to_hsv(xkcd_rgb)
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plot_preds(
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xkcd_hsv[:, 0], xkcd_rgb, fname="hsv", roll=True, dpi=300, figsize=(6, 6)
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)
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rgb = np.vstack([np.eye(3), np.eye(3) + np.eye(3)[:, [1, 2, 0]]])
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print("Pure RGB in Hue-Space:")
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print(rgb)
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print(rgb_to_hsv(rgb)[:, 0])
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