deepface

DeepFace is a lightweight face recognition and facial attribute analysis framework for Python. It wraps state-of-the-art models like VGG-Face, FaceNet, OpenFace, DeepFace, DeepID, ArcFace, Dlib, SFace and GhostFaceNet.

Key features:

• Face Verification: Verifies if two faces belong to the same person.
• Face Recognition: Identifies faces against a database.
• Facial Attribute Analysis: Predicts age, gender, emotion, and race.
• Face Detection: Integrates OpenCV, SSD, Dlib, MTCNN, RetinaFace, MediaPipe, YOLO, YuNet and CenterFace detectors.
• Real-time Analysis: Processes video streams from webcams.
• Similarity Metrics: Supports cosine similarity, Euclidean distance, and L2 normalized Euclidean distance.
• API: Serves functionalities via a REST API.
• Dockerized Service: Easy deployment with Docker.
• Command Line Interface: Access functions via command line.
• Face Anti Spoofing: Detects real or fake faces