python_face_recog
所属分类：OpenCV
开发工具：Python
文件大小：6899KB
下载次数：66
上传日期：2018-02-06 16:17:31
上 传 者：
qinjian09
说明： 基于python+opencv 的 人脸识别，对一段视频进行读取，并检测出人脸，然后进行PCA 降维，最后用SVM进行人脸识别，识别率94%左右。
(Based on python + opencv face recognition, a video was read, and face detection, and then PCA dimension reduction, and finally SVM face recognition, recognition rate of about 94%.)
文件列表:
demo_predictFaces.py (176, 2018-01-21)
demo_training_models.py (1068, 2018-01-21)
detectFaces.py (5218, 2018-01-21)
face_recog.py (4647, 2018-01-21)
face_videodata (0, 2018-01-21)
face_videodata\1.mp4 (933778, 2017-10-23)
face_videodata\2.mp4 (867145, 2017-10-23)
face_videodata\3.mp4 (828678, 2017-10-23)
pcamodels.m (4353169, 2018-01-21)
svmmodels.m (302055, 2018-01-21)
main function:
this script is based on the python libs including:
opencv2, sklearn, numpy, matplotlib
1. demo_training_models.py : generate face images from given videos in "face_videodata" and training the pca + svm models for face recognition.
2. demo_predictFaces.py : demo file to predict people based on the face extracted from given testing video and the saved training pca+svm models.
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