Faithful color on dataloader

balthazarneveu / blind-deblurring-from-synthetic-data

MVA ENS Paris Saclay - Image restoration project on deblurring learnt on deadleaves

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Faithful color on dataloader #18

Open balthazarneveu opened 6 months ago

balthazarneveu commented 6 months ago

Mentioned:

sample colors from true images (pick random color from images or build a model - like a GMM)

Worth mentioning, getting less saturated colors: random_samples[:, 1:] = 0.5 + (2*(random_samples[:, 1:]-0.5))**4 * np.sign(random_samples[:, 1:]-0.5) / 2.

balthazarneveu commented 5 months ago

sample colors from a single DIV2k image