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Spark Streaming与OpenCV传感器数据实时获取

Java 48.58% Scala 51.42%

sparkstreaming-use-opencv's Introduction

SparkStreamingUseOpenCV

#introduction Spark Streaming与OpenCV传感器数据实时获取:熟悉OpenCV的使用,获取本机的摄像头的图像数据,并通过SparkStreaming做实时分析

#Client client使用OpenCV抓取摄像头数据,按照一定的时间,捕捉每帧图像,将图像数据重新编码后按照JSON格式通过kafka发送到Server上

#Server Spark Streaming实时接收来自kafka的多客户端的图像数据,并对数据做以下处理:将图像数据解码后重新还原成图像,对图像调用OpenCV的人脸识别模块,标记出人脸区域,将重新构建的图像存进HBase数据库做原始数据备份,同时将图像数据传给web socket监听端口。图像处理的模块采用的是松耦合的结构 ,可以替换为其它图像处理模块。

#Display web socket服务将接受的图像数据按照client不同,分别显示在页面上

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