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this project is able to detect length of both arms and shoulder to neck distance on a image and video using MPII trained model weights with human pose estimation technique

C++ 1.69% Jupyter Notebook 98.22% Shell 0.09%
human-pose-estimation openpose opencv length mpii-dataset mpii shoulder arms measurement

length-detection-using-human-pose-estimation's Introduction

length-detection-using-human-pose-estimation

This projec is able to detect length of amrs and shoulder to neck distance. I have used MPII dataset that is able to detect 15 keypoints of body

Testing

C++

  • Please use OpenPose, now it can run in CPU/ GPU and windows /Ubuntu.
  • Three input options: images, video

Python

  • cd length-detection-using-human-pose-estimation
  • jupyter notebook
  • Open OpenPose_Notebook.ipynb and execute the code for image
  • Open video.ipynb and execute the code for video

to download weight file

[MPII weights]

Results

image

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