Face.evoLVe is a comprehensive face recognition library developed at NUS and Tencent. It provides model training capabilities, feature extraction pipelines, and implementations of face detection, alignment, and recognition systems using deep convolutional neural networks. The library supports transfer learning and hard negative mining for improved performance.