January 2019
Intermediate to advanced
316 pages
8h 16m
English
Content preview from Generative Adversarial Networks Projects
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The training objective function
To train SRGANs, there is an objective function or loss function, which we need to minimize to train the model. The objective function for SRGANs is called the perceptual loss function, which is a weighted sum of the two loss functions, as follows:
- Content loss
- Adversarial loss
Let's explore the content loss and the adversarial loss in detail in the following sections.
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