Fading Coder

Environment Setup and Dependencies import torch import torch.nn as nn import torch.optim as optim import torch.utils.data import torchvision.datasets as dset import torchvision.transforms as transforms import torchvision.utils as vutils import numpy as np import matplotlib.pyplot as plt import rando...

DCGAN extends the foundational GAN architecture by replacing fully-connected layers with convolutional operations, enabling more stable training for high-resolution image generation. The generator utilizes transposed convolutions to upsample latent vectors into RGB images, while the discriminator em...