This repository provides PyTorch implementations of various semantic segmentation architectures (FCN, U-Net, SegNet, PSPNet, GCN, DUC, HDC) along with training and testing pipelines. It supports pretrained backbones including VGG, ResNet, and DenseNet for encoder architectures and uses TensorBoard for training visualization.