{"repo":"serengil/deepface","free":true,"listed":false,"github":"https://github.com/serengil/deepface","clone":"git clone https://github.com/serengil/deepface.git","description":"A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python","language":"Python","stars":23299,"topics":["face-recognition","vgg-face","facenet","openface","facial-expression-recognition","age-prediction","gender-prediction","race-classification","emotion-recognition","deep-learning"],"license":"MIT","category":"machine-learning","readme_excerpt":"deepface DeepFace is a lightweight face recognition and facial attribute analysis (age, gender, emotion and race) framework for python. It is a hybrid face recognition framework wrapping state-of-the-art models: VGG-Face , FaceNet , OpenFace , DeepFace , DeepID , ArcFace , Dlib , SFace , GhostFaceNet , Buffalo L . A modern face recognition pipeline consists of 5 common stages: detect, align, normalize, represent and verify. While DeepFace handles all these common stages in the background, you don’t need to acquire in-depth knowledge about all the processes behind it. You can just call its verification, find or analysis function with a single line of code. Experiments show that human beings have 97.53% accuracy on facial recognition tasks whereas those models already reached and passed that accuracy level. Installation The easiest way to install deepface is to download it from PyPI . It's going to install the library itself and its prerequisites as well. Alternatively, you can also install deepface from its source code. Source code may have new features not published in pip release yet. Once you installed the library, then you will be able to import it and use its functionalities. 💡 Prefer not to install or manage infrastructure? You can use a managed API via deepface.dev. Face Verification - Demo This function determines whether two facial images belong to the same person or to different individuals. The function returns a dictionary, where the key of interest is verified : ","default_branch":null,"files":null,"tree":[],"storefront":"/r/serengil","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/serengil/deepface/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}