CNN_face_recognition
Python
Python
共1204个文件
jpg: 1191
py: 6
ini: 4
pyc: 2
h5: 1
本项目采用Opencv实现对视频信号的实时采集与帧提取,用Adaboost算法实现人脸图像的提取分割,并基于Keras搭建CNN卷积神经网络结构,用提取到的人脸图像训练CNN模型,并实现对视频中人脸的实时检测识别。
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温馨提示
本设计源码提供了一个基于Python的CNN人脸识别系统。项目包含1204个文件,主要使用Python编程语言。文件类型包括1191个JPG图片文件、6个Python源代码文件、4个INI配置文件、2个PYC编译文件、1个H5文件。该系统通过OpenCV实现对视频信号的实时采集与帧提取,利用Adaboost算法进行人脸图像的提取与分割,并基于Keras搭建CNN卷积神经网络结构,通过训练提取到的人脸图像来识别视频中的实时人脸。适合用于学习和实践Python技术,以及开发人脸识别相关的系统。
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