The residual error curve has a minima at 2 signifying the  most probable dimensionality
of the given images is two . As we can see while running through the set of 200 images
that the robot is performing two rotatory motions with the pivot being the elbow and the
arm respectively thus the degree of freedom of the robot is indeed two .