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Several typos in this paragraph...making interpretation unclear (e.g. 'expert' is a verb...or not?)
Some typos emphasized:
"Using the Keras functional API, we will need to additional additional full connected layers to our model. We we removed the top layers, we removed all preivous fully connected layers. In other words, we kept only the feature processing portions of our network. You can expert with additional layers beyond what's listed here. The GlobalAveragePooling2D layer functions as a really fancy flatten function by taking the average of each of the last convolutional layer outputs (which is two dimensional still)."