:For the MVTec plate calibration, the aim of the project was the following

 .Given an MVTec image , find the central mass of the image circles and identify each center with it's real circle on the MVTec plate

:The result was

The mean error between  the Halcon algorithm and our algorithm was less than 0.3 pixel