Realistic models of vegetations are very essential piece of immersive virtual environment simulations. We develop a novel technique to convert a single captured image of a vegetation to a 3D model using L-Systems, a context-free grammar that we adapt to procedurally model vegetation. We also propose a pipeline that is semi-automated with manual interventions for accurate identification of tree branches and trunk.