The Data Conditioner module shall be used in support of the DNN module in order to make the input data format compatible with the network input format. This can be done on a batch of images having the same size in parallel. In addition, the Data Conditioner module provides several pre-processing functionalities that can be used to further modify the input images, e.g., pixel value scaling, mean image subtraction, etc.