问题描述
我需要在现场摄像机视频中做头部姿势估计。我尝试了几个选项，如POSIT和。
I need to do head pose estimation in live camera video. I have tried with few options like POSIT and shervin Emami's code.
问题是我找不到任何使用实时视频作为输入的代码。任何人都可以建议好的开源代码或方法找到头部姿势。
The problem is that I couldnt find any code that uses live video as input. Can anyone suggest good opensource code or methods to find head-pose.
输入：来自相机的帧。
预期输出：找到面部姿势。
如果我获得链接或代码如果有的话。此外，我计划在Android和IOS中使用相同的应用程序，以便提供一些可能对我有用的有用链接。
It would be great if I get an links or codes if any. Also I am planning to do the same application in Android and IOS so like to have few useful links which may help me.
推荐答案
看看，这是一个实时的多人系统在单个图像上联合检测人体，手和面部关键点（总共130个关键点）。使用CNN，它是计算机视觉领域深度学习的一个很好的例子。
Take a look at OpenPose, it's a real-time multi-person system to jointly detect human body, hand, and facial keypoints (in total 130 keypoints) on single images. Using a CNN, it's a great example of Deep Learning in the field of computer vision.
OpenPose最初是使用Caffe构建的，但是TensorFlow的端口开始出现。例如，这个是使用TensorFlow实现的OpenPose。此外，新型号基于Mobilenet，使其更适合在CPU或低功耗嵌入式设备（例如智能手机）上运行。顺便说一句，TensorFlow支持Android和iOS！
OpenPose is originally build with Caffe, but ports to TensorFlow are starting to emerge. For example this github repo, is a implementation of OpenPose using TensorFlow. In addition, the new model is bases on Mobilenet, which makes it more fit to run on CPU or low-power embedded devices (like a smartphone for example). BTW, TensorFlow supports both Android and iOS!
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