This repository provides a TensorFlow implementation of MobileFaceNet, a compact convolutional neural network designed for efficient face recognition on mobile devices. The model is trained using large-margin cosine loss and achieves 99.4%+ accuracy on the LFW benchmark. It supports training on standard face datasets including MS1M and VGGFace2, and includes pre-trained model checkpoints for inference.