5
Advanced Convolutional Neural Networks
In this chapter we will see some more advanced uses for convolutional neural networks (CNNs). We will explore how CNNs can be applied within the areas of computer vision, video, textual documents, audio, and music. We'll conclude with a section summarizing convolution operations. We'll begin our look into CNNs with image processing.
Computer vision
In this section we'll look at the ways in which CNN architecture can be utilized when applied to the area of imagine processing, and the interesting results that can be generated.
Composing CNNs for complex tasks
We have discussed CNNs quite extensively in the previous chapter, and at this point you are probably convinced about the effectiveness of the CNN ...
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