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Pose_Estimation and Human Activity Recognition (HAR)

Steps to Install

  1. Download this repo and extract it https://github.com/ildoonet/tf-pose-estimation
    $ git clone https://www.github.com/ildoonet/tf-pose-estimation
  2. Download Swig for your Operating System and extract it.
  3. Add Swig to your Path.
    $ cd tf-pose-estimation
    $ pip3 install -r requirements.txt $ cd tf_pose/pafprocess $ swig -python -c++ pafprocess.i && python setup.py build_ext --inplace
    $ cd ..
  4. Go to this link http://www.mediafire.com/file/qlzzr20mpocnpa3/graph_opt.pb and download the graph_opt file.
  5. Open the prompt and run file $ python filename.py

This github repository consist of basic pose estimation and 5 HAR (Human Activity Reognition) activities such as Smoker Detection, Mountain Pose Checker, Plank position checker, Fall Detector and People Counter.

all.py contains all the files.
Seperate files are also given.

No of People Mountain Pose Fall Detector Plank Pose
cmu-model mb-model-macbook mb-model-tx2 mb-model-tx

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