face_recognition是世界上最简洁的人脸识别库,你可以使用Python和命令行工具提取、识别、操作人脸。 face_recognition的人脸识别是基于业内领先的C++开源库 dlib中的深度学习模型,用Labeled Faces in the Wild人脸数据集进行测试,有高达99.38%的准确率。但对小孩和亚洲人脸的识别准确率尚待提升。 face_recognition可以产生...
face_recognition可以识别人像的下巴,眼睛,鼻子,嘴唇,眼球等区域,包含以下这些个特征: facial_features = ['chin','left_eyebrow','right_eyebrow','nose_bridge','nose_tip','left_eye','right_eye','top_lip','bottom_lip' ] 利用这些特征属性,可以轻松的给人像“美颜” View Code 执行下看看结果: 有点...
9 klay_image = face_recognition.load_image_file("Klay_Thompson.jpg") 10 klay_face_encoding = face_recognition.face_encodings(klay_image)[0] 11 12 # 加载数据源. 13 curry_image = face_recognition.load_image_file("Stephen_Curry.jpg") 14 curry_face_encoding = face_recognition.face_encodings...
FaceNet来自论文《FaceNet: A Unified Embedding for Face Recognition and Clustering》(FaceNet:人脸识别和聚类的统一特征),该文章和DeepFace类似,从文章标题我们能了解到论文解决的问题,但缺乏方法的概述。 ● Paper:FaceNet: A Unified Embedding for Face Recognition and Clustering ● Code:timesler/facenet-pytorch ...
ln -s /home/cmake-3.24.2-linux-x86_64/bin/cmake /usr/bin/cmake 4 离线安装dlib http://dlib.net/ 去下载dlib,上传至服务器,解压后进入目录,执行: python3 setup.py install 注意:老版需要boost库,具体多少版本之前忘了,安新点的版本总之没毛病。 5 离线安装face_recognition 5.1 在外网机器下载所需...
安装dlib 或者 face_recognition 先尝试安装: pip install dlib ,如果报错,并且报错信息中有 CMake 字样信息:ERROR: CMake must be installed to build dlib 说明你需要先下载安装 Cmake 这个软件,官网:ht
or recognition of suspects, dangerous individuals and public enemies by Police, FBI and other safety organizations; and maxillofacialsurgery, for studying the faces which surgeons have to deal with. As can be imagined, automatization is necessary. In particular, a facial recognition system is a comp...
$ face_recognition --cpus 4 ./pictures_of_people_i_know/ ./unknown_pictures/ You can also pass in--cpus -1to use all CPU cores in your system. Python Module You can import theface_recognitionmodule and then easily manipulate faces with just a couple of lines of code. It's super eas...
You can import theface_recognitionmodule and then easily manipulate faces with just a couple of lines of code. It's super easy! API Docs:https://face-recognition.readthedocs.io. Automatically find all the faces in an image importface_recognitionimage=face_recognition.load_image_file("my_picture...
Color has plenty of discriminative information that can be used to improve the performance of face recognition algorithms, although it is difficult to use it because of its high variability. In this paper we investigate the use of the quaternion representation of a color image for face recognition...