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No need to calibrate cameras only with Chessboards. Instead if you know object coordinates in world coordinate system(can be object) and corresponding image coordinates, it is straightforward to calibrate camera and estimate intrinsic parameters and distortion parameters of camera. You can use calibrateCamera() function. You also get rotation of translation of camera in world's space of all instances.