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pbaylies / stylegan-encoder

StyleGAN Encoder - converts real images to latent space
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Dlats stochastic clipping range #22

Open oneiroid opened 4 years ago

oneiroid commented 4 years ago

Hey! I've checked distribution of dlatent's components (W space) - they seem to be not in [-2,2] range, and not normal at all contrary to what's said in the readme... It's more like gamma distribution in range [-0.25, 1.5]. I hardcoded the latter in you repo - quality seems to improve.

pbaylies commented 4 years ago

Nice! Patches welcome, of course. Clipping can take a number already, it's set to 2 (i.e., [-2,2] because that is far enough out of the usual range, but it wouldn't be clipping values as quickly as you would be... Also, idk if the distribution is always like that for other StyleGAN models.