{"repo":"serengil/retinaface","free":true,"listed":false,"github":"https://github.com/serengil/retinaface","clone":"git clone https://github.com/serengil/retinaface.git","description":"RetinaFace: Deep Face Detection Library for Python","language":"Python","stars":2023,"topics":["face-detection","retinaface","retinaface-detector","python","tensorflow","face-recognition","face-alignment","insightface","face-detector"],"license":"MIT","category":"machine-learning","readme_excerpt":"RetinaFace RetinaFace is a deep learning based cutting-edge facial detector for Python coming with facial landmarks. Its detection performance is amazing even in the crowd as shown in the following illustration. RetinaFace is the face detection module of insightface project. The original implementation is mainly based on mxnet. Then, its tensorflow based re-implementation is published by Stanislas Bertrand. So, this repo is heavily inspired from the study of Stanislas Bertrand. Its source code is simplified and it is transformed to pip compatible but the main structure of the reference model and its pre-trained weights are same. The Yellow Angels - Fenerbahce Women's Volleyball Team Installation The easiest way to install retinaface is to download it from PyPI. It's going to install the library itself and its prerequisites as well. Then, you will be able to import the library and use its functionalities. Face Detection - Demo RetinaFace offers a face detection function. It expects an exact path of an image as input. Then, it will return the facial area coordinates and some landmarks (eyes, nose and mouth) with a confidence score. Alignment - Tutorial , Demo A modern face recognition pipeline consists of 4 common stages: detect, align, normalize, represent and verify. Experiments show that alignment increases the face recognition accuracy almost 1%. Here, retinaface can find the facial landmarks including eye coordinates. In this way, it can apply alignment to detected faces w","default_branch":null,"files":null,"tree":[],"storefront":"/r/serengil","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/serengil/retinaface/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."}