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Workpiece 3D pose estimation algorithm for a robotic arm

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aniekanBane/stereo-geometry

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stereo-geometry

  • The calibration folder contains the calibrated stereo parameter as well as the estimation errors and the genarated script.
  • left and right directories contain the images from the left and right cameras to be used for position estimation.
  • Position_estimation.csv contains the estimated values in the x, y and z axis.
  • training_data.csv is the table containing the actual parameters from the simulation environment.

Matlab

  • EstimateStereoGeomerty.m is the function file that performes the pose estimation.
  • EstimationScript.m is the script to test the function.
  • rmse.m is the script used to evaluate the performance of the algorithm

Python

To be included

Detector2.mat can be found in the master

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Workpiece 3D pose estimation algorithm for a robotic arm

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