Training the ESRGAN is not a straight forward process and will invoke knowledge from various concepts about deep earning and generative...

Before delving into backpropagation, intuition is required first about the forward pass through a neural network. The Forward Pass The...

Background The ESRGAN is a neural network that uses convolutions to learn to create higher resolution images of a lower resolution image....

Neural Networks A neural network is a network of transformations that input data goes through to yield a desired output. Let's take the...