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-rw-r--r--demo.py51
1 files changed, 0 insertions, 51 deletions
diff --git a/demo.py b/demo.py
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--- a/demo.py
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-import os
-import matplotlib.pyplot as plt
-
-from colour import SpectralShape, COLOURCHECKER_SDS, sd_to_XYZ
-
-from otsu2018 import load_Otsu2018_spectra, Tree
-
-
-if __name__ == '__main__':
- print('Loading spectral data...')
- sds = load_Otsu2018_spectra('CommonData/spectrum_m.csv', every_nth=50)
- shape = SpectralShape(380, 730, 10)
-
- print('Initializing the tree...')
- tree = Tree(sds, shape)
-
- print('Tree...')
- before = tree.total_reconstruction_error()
- tree.optimise()
- after = tree.total_reconstruction_error()
-
- print('Error before: %g' % before)
- print('Error after: %g' % after)
-
- print('Saving the dataset...')
- os.makedirs('datasets', exist_ok=True)
- tree.write_python_dataset('datasets/otsu2018.py')
-
- print('Plotting...')
- tree.visualise()
-
- plt.figure()
-
- examples = COLOURCHECKER_SDS['ColorChecker N Ohta'].items()
- for i, (name, sd) in enumerate(examples):
- plt.subplot(2, 3, 1 + i)
- plt.title(name)
-
- plt.plot(sd.wavelengths, sd.values, label='Original')
-
- XYZ = sd_to_XYZ(sd) / 100
- recovered_sd = tree.reconstruct(XYZ)
- plt.plot(recovered_sd.wavelengths, recovered_sd.values,
- label='Recovered')
-
- plt.legend()
-
- if i + 1 == 6:
- break
-
- plt.show()