DeepFace is a versatile face recognition and facial attribute analysis framework for Python that wraps multiple state-of-the-art models. The framework handles common stages like detection, alignment, representation, and verification seamlessly in the background. With features like face verification, recognition, embeddings, and analysis of attributes like age, gender, emotion, and race, DeepFace offers a comprehensive solution. The platform also supports real-time analysis, anti-spoofing, and even has a React UI for browser-based tasks. Additionally, DeepFace provides an API, Dockerized service, and a command-line interface for flexible usage. The framework’s performance with various models and detectors is highlighted, offering a modern solution for facial recognition tasks.
https://github.com/serengil/deepface