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This is a project for learning faster rcnn , just for fun, if you want to use my module, you can download it from BaiDuYun Disk, here is the link:https://pan.baidu.com/s/1zgfpZajZpfPsswSrLoXzCQ

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wandoubudou/FasterRcnn-HumanFlowDetection

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FasterRcnn-HumanFlowDetection

my python version is 3.5.4

这是一个2018年软件杯赛题,我完成了他的要求并且将其公开。

This is a project for learning faster rcnn ,just for fun, if you want to use my module, you can download it from BaiDuYun Disk here is the link:https://pan.baidu.com/s/1zgfpZajZpfPsswSrLoXzCQ

数据集和模型太大了,我把它挂到百度网盘上了,如果想用我的数据集和模型,可以去下载 https://pan.baidu.com/s/1zgfpZajZpfPsswSrLoXzCQ

the ability this program can do is to detect a video and mark all the person inside and save the person number info in data folder.

这个程序可以视频--->视频 需要检测的视频经过 video_dect.py 渲染可以识别出视频内所有人得信息,以json格式保存在data的save_videos文件夹中

json文件保存的是人数信息,每隔一秒统计一次,以一秒内平均人员信息作为最终结果

你只需要把需要检测的视频放在 data\test_videos下面,然后去lib\config.py中修改FLAGS2['video_name']视频名称即可运行

此外 这个程序实现了两台电脑的传输功能,也就是说,可以远程检测,

比如电脑A运行people_detect.py,电脑B就会收到电脑A摄像头捕获到的实时检测后的信息,传输协议是TCP

再运行之前,需要配置对应电脑的ip和端口,在lib\config.py的FLAGS2['address']配置。

当然你也可以修改我一小部分的代码,关闭远程连接,自己随便玩玩

the final project structure may be like this:

alt text

here are some result demo

alt text

alt text

if you get bugs ,please fork me

有bug请找我

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This is a project for learning faster rcnn , just for fun, if you want to use my module, you can download it from BaiDuYun Disk, here is the link:https://pan.baidu.com/s/1zgfpZajZpfPsswSrLoXzCQ

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