Joint Angle Estimation using Cameras

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To be able to provide real-time joint angle estimation of sports players just using cameras.


Develop a pipeline for obtaining Joint angles using cameras and apply for various use cases such as physiotherapy, illegal delivery identification etc.


  • Construct a 2D pose from the input cameras data which can be overlayed on the image.
  • Reconstruct a 3D pose from the 2D pose using a pictorial representation of Human pose.
  • Use the coordinates of the joints in the 3D pose to determine the angle between the different joints
  • Integrate this during video inference and provide real-time angle information


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