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