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Autoencoder model weights

Posted: Thu Oct 15, 2020 4:48 pm
by leommiranda

When I use "python faceswap.py train (...)", are the model weights randomly initialized? Or are they pre-trained? If so, in which dataset? Imagenet?


Re: Autoencoder model weights

Posted: Thu Oct 15, 2020 4:53 pm
by torzdf

They are not pre-trained.

There are various options for initialization (ICNR and Convolutional-Aware) which can be used, otherwise the are generally initialized with He Uniform distribution.