【Tensorflow-gpu】【openpose】人体姿态识别

参考:
https://qiita.com/kotauchisunsun/items/bdbdca2ddb9036e29ab1
https://arvrjourney.com/human-pose-estimation-using-openpose-with-tensorflow-part-2-e78ab9104fc8

1. 系统信息

  • Centos7操作系统
  • i3处理器
  • 4G内存

2. tf-openpose github地址
代码:https://github.com/ildoonet/tf-pose-estimation

3. 环境安装
包括Anaconda3 Tensorflow-gpu Opencv3.0 显卡驱动等参考前面博文:【Tensorflow gpu】Centos7 安装显卡Geforce GT1030跑tensorflow和【Anaconda3】【tensorflow-gpu】anaconda3下安装tensorflow-gpu

4. tf-openpose使用
4.1 install
tf-openpose依赖:

  • python3
  • tensorflow 1.4.1+
  • opencv3,protobuf,python3-tk
    下载代码:
$ git clone https://www.github.com/ildoonet/tf-openpose
$ cd tf-openpose

4.2 Realtime Webcam
运行:

$ python3 run_webcam.py --model=mobilenet_thin --resolution=432x368 --camera=0

效果:


image.png

image.png

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