# Control Neural Network Training

The largest single determinant affecting the network training phase is the composition of the Training Set. The best method for controlling the network training phase is to construct a Training Image Sample Set for your tool. In this way, you can separate images/views into categories that allow you to determine if your tool is generalizing your images/views properly.