https://github.com/muntahashams/length-detection-using-human-pose-estimation
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
https://github.com/muntahashams/length-detection-using-human-pose-estimation
arms human-pose-estimation length measurement mpii mpii-dataset opencv openpose shoulder
Last synced: 3 months ago
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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
- Host: GitHub
- URL: https://github.com/muntahashams/length-detection-using-human-pose-estimation
- Owner: MuntahaShams
- Created: 2021-05-17T16:16:38.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2021-05-23T14:30:38.000Z (over 4 years ago)
- Last Synced: 2025-03-03T00:41:25.415Z (7 months ago)
- Topics: arms, human-pose-estimation, length, measurement, mpii, mpii-dataset, opencv, openpose, shoulder
- Language: Jupyter Notebook
- Homepage:
- Size: 5.99 MB
- Stars: 2
- Watchers: 3
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# 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](https://github.com/CMU-Perceptual-Computing-Lab/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]](http://posefs1.perception.cs.cmu.edu/OpenPose/models/pose/mpi/pose_iter_160000.caffemodel)
### Results
