Add batched inference task

[johnwlambert]

• If one wants to obtain label maps for an entire dataset, one would want to maximize network throughput.
• We provide the option here to perform preprocessing in the dataset and replace OpenCV calls with native pytorch interpolation functions to speed up everything significantly.