In this chapter, you have made your first steps into learning about neural networks and applying them for computer vision tasks. First, we covered the process of image analysis and understanding dimensionality. Next, we learned how to prepare the data so that it can be used with the MXNet deep learning framework. Finally, we built multiple different networks for solving binary and multiclass classification problems.
In the next chapter, we will cover the use of already pretrained models and try to achieve higher scores in the tasks we have accomplished so far.