After explaining the main building blocks for our fish recognition example, we are ready to see all the code pieces connected together and see how we managed to build such a complex system with just a few lines of code:
#Loading the required libraries along with the deep learning platform Keras with TensorFlow as backendimport numpy as npnp.random.seed(2017)import osimport globimport cv2import pandas as pdimport timeimport warningsfrom sklearn.cross_validation import KFoldfrom keras.models import Sequentialfrom keras.layers.core import Dense, Dropout, Flattenfrom keras.layers.convolutional import Convolution2D, MaxPooling2D, ZeroPadding2Dfrom keras.optimizers import SGDfrom keras.callbacks import EarlyStoppingfrom ...
