This repository provides a PyTorch implementation of the Light CNN architecture for deep face representation and verification. It includes training code for CNN models (LightCNN-9, 29, and v4 variants) that achieve high accuracy on face benchmarks like LFW and MegaFace. The implementation handles noisy labels in training data and provides pretrained model weights for face verification tasks.