This work was done for a Defence lab involved in the development of computing solutions for numerical analysis and their applications, which include scientific visualization packages. The client required modules for visualizing tensor data. Tensors fields are generated in a broad range of areas like medical imaging, material sciences, electromagnetic etc. and hence require different visualization techniques based on the application area. Tensor data also tends to be large owing to 9 component values per cell for a second order tensor.