January 2019
Intermediate to advanced
316 pages
8h 16m
English
Content preview from Generative Adversarial Networks Projects
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Stages of the Age-cGAN
The Age-cGAN has multiple stages of training. As mentioned in the previous section, the Age-cGAN has four networks, which get trained in three stages. The training of the Age-cGAN is made up of three stages:
- Conditional GAN training: In this stage, we train the generator network and the discriminator network.
- Initial latent vector approximation: In this stage, we train the encoder network.
- Latent vector optimization: In this stage, we optimize both the encoder and the generator network.
The following screenshot shows the stages in the Age-cGAN:
Stages in the Age-cGAN
Source: Face Aging with Conditional Generative Adversarial ...
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