Now it's time to create the model. As we mentioned, we are going to use a deep learning architecture called CNN as a learning algorithm for this fish recognition task. Again, you are not required to understand any of the previous or the upcoming code in this chapter as we are only demonstrating how complex data science tasks can be solved by using only a few lines of code with the help of Keras and TensorFlow as a deep learning platform.
Also note that CNN and other deep learning architectures will be explained in greater detail in later chapters:
Figure 1.10: CNN architecture
So let's go ahead and create a function that will ...
